warning: commands will be executed using /bin/sh
job 1531 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	13
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 1702945 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 567648 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 29927 members 
Mstep: Class 3 contains 29786 members 
Mstep: Class 4 contains 29743 members 
Mstep: Class 5 contains 29893 members 
Mstep: Class 6 contains 30106 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 29879 members 
Mstep: Class 9 contains 29862 members 
Mstep: Class 10 contains 29990 members 
Mstep: Class 11 contains 29840 members 
Mstep: Class 12 contains 29704 members 
Mstep: Class 13 contains 29939 members 
Mstep: Class 14 contains 30002 members 
Mstep: Class 15 contains 30046 members 
Mstep: Class 16 contains 29784 members 
Mstep: Class 17 contains 29895 members 
Mstep: Class 18 contains 29710 members 
Mstep: Class 19 contains 29776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 743.465576 but Gain 2153.003906
Score: -49679388.000000 Penalty: 38754.078125
Iteration 0F: 19 clusters Score -4.967939e+07 nChanged 533057
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 30506 members 
Mstep: Class 3 contains 56393 members 
Mstep: Class 4 contains 26781 members 
Mstep: Class 5 contains 21373 members 
Mstep: Class 6 contains 21775 members 
Mstep: Class 7 contains 34855 members 
Mstep: Class 8 contains 47602 members 
Mstep: Class 9 contains 25540 members 
Mstep: Class 10 contains 35932 members 
Mstep: Class 11 contains 18191 members 
Mstep: Class 12 contains 26824 members 
Mstep: Class 13 contains 41039 members 
Mstep: Class 14 contains 36413 members 
Mstep: Class 15 contains 26967 members 
Mstep: Class 16 contains 36460 members 
Mstep: Class 17 contains 25791 members 
Mstep: Class 19 contains 18627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51032988.000000 Penalty: 38754.078125
Iteration 1F: 19 clusters Score -5.103299e+07 nChanged 187040
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 30599 members 
Mstep: Class 3 contains 68602 members 
Mstep: Class 4 contains 26819 members 
Mstep: Class 5 contains 14685 members 
Mstep: Class 6 contains 21372 members 
Mstep: Class 7 contains 37326 members 
Mstep: Class 8 contains 62907 members 
Mstep: Class 9 contains 28855 members 
Mstep: Class 10 contains 31064 members 
Mstep: Class 11 contains 15128 members 
Mstep: Class 12 contains 23375 members 
Mstep: Class 13 contains 33652 members 
Mstep: Class 14 contains 29151 members 
Mstep: Class 15 contains 32073 members 
Mstep: Class 16 contains 37069 members 
Mstep: Class 17 contains 19371 members 
Mstep: Class 19 contains 20195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51415440.000000 Penalty: 38754.078125
Iteration 2F: 19 clusters Score -5.141544e+07 nChanged 153862
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 34435 members 
Mstep: Class 3 contains 82454 members 
Mstep: Class 4 contains 22346 members 
Mstep: Class 5 contains 9370 members 
Mstep: Class 6 contains 22969 members 
Mstep: Class 7 contains 43148 members 
Mstep: Class 8 contains 71321 members 
Mstep: Class 9 contains 31633 members 
Mstep: Class 10 contains 23971 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 15294 members 
Mstep: Class 13 contains 26824 members 
Mstep: Class 14 contains 20956 members 
Mstep: Class 15 contains 41759 members 
Mstep: Class 16 contains 35885 members 
Mstep: Class 17 contains 13204 members 
Mstep: Class 19 contains 25800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51678260.000000 Penalty: 38754.078125
Iteration 3F: 19 clusters Score -5.167826e+07 nChanged 121588
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 37305 members 
Mstep: Class 3 contains 90099 members 
Mstep: Class 4 contains 17065 members 
Mstep: Class 5 contains 5778 members 
Mstep: Class 6 contains 23395 members 
Mstep: Class 7 contains 53493 members 
Mstep: Class 8 contains 75083 members 
Mstep: Class 9 contains 36494 members 
Mstep: Class 10 contains 19485 members 
Mstep: Class 11 contains 15352 members 
Mstep: Class 12 contains 8743 members 
Mstep: Class 13 contains 21938 members 
Mstep: Class 14 contains 14881 members 
Mstep: Class 15 contains 50655 members 
Mstep: Class 16 contains 33310 members 
Mstep: Class 17 contains 8887 members 
Mstep: Class 19 contains 28774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51854628.000000 Penalty: 38754.078125
Iteration 4F: 19 clusters Score -5.185463e+07 nChanged 92111
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 38360 members 
Mstep: Class 3 contains 95220 members 
Mstep: Class 4 contains 12729 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 25295 members 
Mstep: Class 7 contains 63840 members 
Mstep: Class 8 contains 81344 members 
Mstep: Class 9 contains 41218 members 
Mstep: Class 10 contains 16745 members 
Mstep: Class 11 contains 15172 members 
Mstep: Class 12 contains 5117 members 
Mstep: Class 13 contains 18857 members 
Mstep: Class 14 contains 10452 members 
Mstep: Class 15 contains 54748 members 
Mstep: Class 16 contains 26998 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 19 contains 27967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51962604.000000 Penalty: 38754.078125
Iteration 5F: 19 clusters Score -5.19626e+07 nChanged 72874
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 38857 members 
Mstep: Class 3 contains 97330 members 
Mstep: Class 4 contains 8768 members 
Mstep: Class 5 contains 3156 members 
Mstep: Class 6 contains 27564 members 
Mstep: Class 7 contains 72776 members 
Mstep: Class 8 contains 90716 members 
Mstep: Class 9 contains 44473 members 
Mstep: Class 10 contains 16379 members 
Mstep: Class 11 contains 14744 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 17138 members 
Mstep: Class 14 contains 7231 members 
Mstep: Class 15 contains 54116 members 
Mstep: Class 16 contains 19179 members 
Mstep: Class 17 contains 3421 members 
Mstep: Class 19 contains 25067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52033508.000000 Penalty: 38754.078125
Iteration 6F: 19 clusters Score -5.203351e+07 nChanged 58816
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 39572 members 
Mstep: Class 3 contains 97426 members 
Mstep: Class 4 contains 5503 members 
Mstep: Class 5 contains 2944 members 
Mstep: Class 6 contains 29215 members 
Mstep: Class 7 contains 79720 members 
Mstep: Class 8 contains 100782 members 
Mstep: Class 9 contains 46197 members 
Mstep: Class 10 contains 17262 members 
Mstep: Class 11 contains 13922 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 16078 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 49673 members 
Mstep: Class 16 contains 12288 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 19 contains 22135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1409.457642 but Gain 2153.003906
Score: -52084724.000000 Penalty: 36601.074219
Iteration 7F: 18 clusters Score -5.208472e+07 nChanged 48157
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 40021 members 
Mstep: Class 3 contains 96962 members 
Mstep: Class 4 contains 3297 members 
Mstep: Class 5 contains 2863 members 
Mstep: Class 6 contains 31048 members 
Mstep: Class 7 contains 84354 members 
Mstep: Class 8 contains 110195 members 
Mstep: Class 9 contains 46259 members 
Mstep: Class 10 contains 19176 members 
Mstep: Class 11 contains 13220 members 
Mstep: Class 12 contains 1758 members 
Mstep: Class 13 contains 15288 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 44515 members 
Mstep: Class 16 contains 7300 members 
Mstep: Class 19 contains 19909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52121276.000000 Penalty: 36601.074219
Iteration 8F: 18 clusters Score -5.212128e+07 nChanged 36860
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 40123 members 
Mstep: Class 3 contains 95896 members 
Mstep: Class 4 contains 1977 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 33053 members 
Mstep: Class 7 contains 87404 members 
Mstep: Class 8 contains 116973 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 22004 members 
Mstep: Class 11 contains 12620 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 14369 members 
Mstep: Class 14 contains 2469 members 
Mstep: Class 15 contains 39875 members 
Mstep: Class 16 contains 4203 members 
Mstep: Class 19 contains 18295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1604.852661 but Gain 2153.003906
Score: -52146036.000000 Penalty: 34448.070312
Iteration 9F: 17 clusters Score -5.214604e+07 nChanged 31324
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 40266 members 
Mstep: Class 3 contains 94502 members 
Mstep: Class 5 contains 2706 members 
Mstep: Class 6 contains 35201 members 
Mstep: Class 7 contains 89563 members 
Mstep: Class 8 contains 122092 members 
Mstep: Class 9 contains 42789 members 
Mstep: Class 10 contains 25759 members 
Mstep: Class 11 contains 12170 members 
Mstep: Class 12 contains 1576 members 
Mstep: Class 13 contains 13812 members 
Mstep: Class 14 contains 1945 members 
Mstep: Class 15 contains 35799 members 
Mstep: Class 16 contains 2540 members 
Mstep: Class 19 contains 17010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1775.776123 but Gain 2153.005859
Score: -52167124.000000 Penalty: 32295.064453
Iteration 10F: 16 clusters Score -5.216712e+07 nChanged 27354
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 30113 members 
Mstep: Class 2 contains 40846 members 
Mstep: Class 3 contains 93530 members 
Mstep: Class 5 contains 2738 members 
Mstep: Class 6 contains 37026 members 
Mstep: Class 7 contains 91129 members 
Mstep: Class 8 contains 125449 members 
Mstep: Class 9 contains 40695 members 
Mstep: Class 10 contains 30226 members 
Mstep: Class 11 contains 11887 members 
Mstep: Class 12 contains 1599 members 
Mstep: Class 13 contains 13213 members 
Mstep: Class 14 contains 1639 members 
Mstep: Class 15 contains 31550 members 
Mstep: Class 19 contains 15893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52186420.000000 Penalty: 32295.064453
Iteration 11Q: 16 clusters Score -5.218642e+07 nChanged 22443
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 41117 members 
Mstep: Class 3 contains 91858 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 38166 members 
Mstep: Class 7 contains 92353 members 
Mstep: Class 8 contains 126592 members 
Mstep: Class 9 contains 39601 members 
Mstep: Class 10 contains 34957 members 
Mstep: Class 11 contains 11735 members 
Mstep: Class 12 contains 1483 members 
Mstep: Class 13 contains 12667 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 27522 members 
Mstep: Class 19 contains 14920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2104.608398 but Gain 2153.003906
Score: -52201384.000000 Penalty: 30142.060547
Iteration 12Q: 15 clusters Score -5.220138e+07 nChanged 21107
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 41558 members 
Mstep: Class 3 contains 90433 members 
Mstep: Class 5 contains 2860 members 
Mstep: Class 6 contains 39558 members 
Mstep: Class 7 contains 93467 members 
Mstep: Class 8 contains 126453 members 
Mstep: Class 9 contains 39926 members 
Mstep: Class 10 contains 39484 members 
Mstep: Class 11 contains 11671 members 
Mstep: Class 13 contains 12377 members 
Mstep: Class 14 contains 1360 members 
Mstep: Class 15 contains 23941 members 
Mstep: Class 19 contains 14042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52215076.000000 Penalty: 30142.060547
Iteration 13Q: 15 clusters Score -5.221508e+07 nChanged 17841
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 42376 members 
Mstep: Class 3 contains 88634 members 
Mstep: Class 5 contains 2973 members 
Mstep: Class 6 contains 39659 members 
Mstep: Class 7 contains 94435 members 
Mstep: Class 8 contains 125268 members 
Mstep: Class 9 contains 40939 members 
Mstep: Class 10 contains 43600 members 
Mstep: Class 11 contains 11619 members 
Mstep: Class 13 contains 12181 members 
Mstep: Class 14 contains 1306 members 
Mstep: Class 15 contains 20888 members 
Mstep: Class 19 contains 13253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52224264.000000 Penalty: 30142.060547
Iteration 14Q: 15 clusters Score -5.222426e+07 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 43710 members 
Mstep: Class 3 contains 86653 members 
Mstep: Class 5 contains 3098 members 
Mstep: Class 6 contains 39366 members 
Mstep: Class 7 contains 95275 members 
Mstep: Class 8 contains 123350 members 
Mstep: Class 9 contains 42084 members 
Mstep: Class 10 contains 47648 members 
Mstep: Class 11 contains 11615 members 
Mstep: Class 13 contains 12067 members 
Mstep: Class 14 contains 1285 members 
Mstep: Class 15 contains 18469 members 
Mstep: Class 19 contains 12552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52231132.000000 Penalty: 30142.060547
Iteration 15Q: 15 clusters Score -5.223113e+07 nChanged 14634
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 45585 members 
Mstep: Class 3 contains 84439 members 
Mstep: Class 5 contains 3288 members 
Mstep: Class 6 contains 38695 members 
Mstep: Class 7 contains 96045 members 
Mstep: Class 8 contains 120800 members 
Mstep: Class 9 contains 43148 members 
Mstep: Class 10 contains 51794 members 
Mstep: Class 11 contains 11596 members 
Mstep: Class 13 contains 12006 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 16636 members 
Mstep: Class 19 contains 11901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52238052.000000 Penalty: 30142.060547
Iteration 16Q: 15 clusters Score -5.223805e+07 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 48236 members 
Mstep: Class 3 contains 81834 members 
Mstep: Class 5 contains 3476 members 
Mstep: Class 6 contains 37724 members 
Mstep: Class 7 contains 96824 members 
Mstep: Class 8 contains 117746 members 
Mstep: Class 9 contains 44105 members 
Mstep: Class 10 contains 56010 members 
Mstep: Class 11 contains 11635 members 
Mstep: Class 13 contains 11931 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 15277 members 
Mstep: Class 19 contains 11234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52244004.000000 Penalty: 30142.060547
Iteration 17Q: 15 clusters Score -5.2244e+07 nChanged 14015
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 51606 members 
Mstep: Class 3 contains 78778 members 
Mstep: Class 5 contains 3708 members 
Mstep: Class 6 contains 36578 members 
Mstep: Class 7 contains 97554 members 
Mstep: Class 8 contains 114145 members 
Mstep: Class 9 contains 44945 members 
Mstep: Class 10 contains 60456 members 
Mstep: Class 11 contains 11684 members 
Mstep: Class 13 contains 11843 members 
Mstep: Class 14 contains 1234 members 
Mstep: Class 15 contains 14202 members 
Mstep: Class 19 contains 10663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52249900.000000 Penalty: 30142.060547
Iteration 18Q: 15 clusters Score -5.22499e+07 nChanged 14219
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 55523 members 
Mstep: Class 3 contains 75467 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 35256 members 
Mstep: Class 7 contains 98307 members 
Mstep: Class 8 contains 110164 members 
Mstep: Class 9 contains 45639 members 
Mstep: Class 10 contains 65042 members 
Mstep: Class 11 contains 11723 members 
Mstep: Class 13 contains 11696 members 
Mstep: Class 14 contains 1214 members 
Mstep: Class 15 contains 13355 members 
Mstep: Class 19 contains 10136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52256884.000000 Penalty: 30142.060547
Iteration 19Q: 15 clusters Score -5.225688e+07 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 60057 members 
Mstep: Class 3 contains 71839 members 
Mstep: Class 5 contains 4318 members 
Mstep: Class 6 contains 33740 members 
Mstep: Class 7 contains 99120 members 
Mstep: Class 8 contains 105897 members 
Mstep: Class 9 contains 46014 members 
Mstep: Class 10 contains 69905 members 
Mstep: Class 11 contains 11775 members 
Mstep: Class 13 contains 11414 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 12706 members 
Mstep: Class 19 contains 9631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52268588.000000 Penalty: 30142.060547
Iteration 20F: 15 clusters Score -5.226859e+07 nChanged 16462
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 64793 members 
Mstep: Class 3 contains 68186 members 
Mstep: Class 5 contains 4679 members 
Mstep: Class 6 contains 32007 members 
Mstep: Class 7 contains 99871 members 
Mstep: Class 8 contains 100752 members 
Mstep: Class 9 contains 45964 members 
Mstep: Class 10 contains 76335 members 
Mstep: Class 11 contains 11827 members 
Mstep: Class 13 contains 10983 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 11996 members 
Mstep: Class 19 contains 9155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52284312.000000 Penalty: 30142.060547
Iteration 21Q: 15 clusters Score -5.228431e+07 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 69599 members 
Mstep: Class 3 contains 64635 members 
Mstep: Class 5 contains 5069 members 
Mstep: Class 6 contains 30280 members 
Mstep: Class 7 contains 100402 members 
Mstep: Class 8 contains 97937 members 
Mstep: Class 9 contains 45065 members 
Mstep: Class 10 contains 81223 members 
Mstep: Class 11 contains 11927 members 
Mstep: Class 13 contains 10400 members 
Mstep: Class 14 contains 1239 members 
Mstep: Class 15 contains 11425 members 
Mstep: Class 19 contains 8713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52296796.000000 Penalty: 30142.060547
Iteration 22Q: 15 clusters Score -5.22968e+07 nChanged 14539
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 74520 members 
Mstep: Class 3 contains 61130 members 
Mstep: Class 5 contains 5450 members 
Mstep: Class 6 contains 28421 members 
Mstep: Class 7 contains 100747 members 
Mstep: Class 8 contains 98111 members 
Mstep: Class 9 contains 43484 members 
Mstep: Class 10 contains 83769 members 
Mstep: Class 11 contains 12061 members 
Mstep: Class 13 contains 9836 members 
Mstep: Class 14 contains 1243 members 
Mstep: Class 15 contains 10959 members 
Mstep: Class 19 contains 8317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52303752.000000 Penalty: 30142.060547
Iteration 23Q: 15 clusters Score -5.230375e+07 nChanged 12211
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 79197 members 
Mstep: Class 3 contains 57733 members 
Mstep: Class 5 contains 5860 members 
Mstep: Class 6 contains 26657 members 
Mstep: Class 7 contains 100943 members 
Mstep: Class 8 contains 99659 members 
Mstep: Class 9 contains 41689 members 
Mstep: Class 10 contains 85046 members 
Mstep: Class 11 contains 12213 members 
Mstep: Class 13 contains 9393 members 
Mstep: Class 14 contains 1248 members 
Mstep: Class 15 contains 10527 members 
Mstep: Class 19 contains 7993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52307376.000000 Penalty: 30142.060547
Iteration 24Q: 15 clusters Score -5.230738e+07 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 83523 members 
Mstep: Class 3 contains 54637 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 24929 members 
Mstep: Class 7 contains 101098 members 
Mstep: Class 8 contains 101643 members 
Mstep: Class 9 contains 39825 members 
Mstep: Class 10 contains 85712 members 
Mstep: Class 11 contains 12348 members 
Mstep: Class 13 contains 9071 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 10157 members 
Mstep: Class 19 contains 7739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52311364.000000 Penalty: 30142.060547
Iteration 25Q: 15 clusters Score -5.231136e+07 nChanged 9297
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 87463 members 
Mstep: Class 3 contains 51787 members 
Mstep: Class 5 contains 6688 members 
Mstep: Class 6 contains 23368 members 
Mstep: Class 7 contains 101280 members 
Mstep: Class 8 contains 103779 members 
Mstep: Class 9 contains 37953 members 
Mstep: Class 10 contains 86002 members 
Mstep: Class 11 contains 12467 members 
Mstep: Class 13 contains 8782 members 
Mstep: Class 14 contains 1393 members 
Mstep: Class 15 contains 9845 members 
Mstep: Class 19 contains 7517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52314848.000000 Penalty: 30142.060547
Iteration 26Q: 15 clusters Score -5.231485e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 90852 members 
Mstep: Class 3 contains 49312 members 
Mstep: Class 5 contains 7028 members 
Mstep: Class 6 contains 22022 members 
Mstep: Class 7 contains 101431 members 
Mstep: Class 8 contains 106024 members 
Mstep: Class 9 contains 35997 members 
Mstep: Class 10 contains 86101 members 
Mstep: Class 11 contains 12572 members 
Mstep: Class 13 contains 8522 members 
Mstep: Class 14 contains 1586 members 
Mstep: Class 15 contains 9599 members 
Mstep: Class 19 contains 7338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52318668.000000 Penalty: 30142.060547
Iteration 27Q: 15 clusters Score -5.231867e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 93736 members 
Mstep: Class 3 contains 47191 members 
Mstep: Class 5 contains 7397 members 
Mstep: Class 6 contains 20808 members 
Mstep: Class 7 contains 101531 members 
Mstep: Class 8 contains 108276 members 
Mstep: Class 9 contains 34048 members 
Mstep: Class 10 contains 86111 members 
Mstep: Class 11 contains 12644 members 
Mstep: Class 13 contains 8319 members 
Mstep: Class 14 contains 1843 members 
Mstep: Class 15 contains 9357 members 
Mstep: Class 19 contains 7172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52322156.000000 Penalty: 30142.060547
Iteration 28Q: 15 clusters Score -5.232216e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 96183 members 
Mstep: Class 3 contains 45466 members 
Mstep: Class 5 contains 7779 members 
Mstep: Class 6 contains 19664 members 
Mstep: Class 7 contains 101560 members 
Mstep: Class 8 contains 110590 members 
Mstep: Class 9 contains 32022 members 
Mstep: Class 10 contains 86053 members 
Mstep: Class 11 contains 12683 members 
Mstep: Class 13 contains 8151 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 9147 members 
Mstep: Class 19 contains 7030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52325044.000000 Penalty: 30142.060547
Iteration 29Q: 15 clusters Score -5.232504e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 98283 members 
Mstep: Class 3 contains 44010 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 18639 members 
Mstep: Class 7 contains 101553 members 
Mstep: Class 8 contains 112940 members 
Mstep: Class 9 contains 29960 members 
Mstep: Class 10 contains 85965 members 
Mstep: Class 11 contains 12728 members 
Mstep: Class 13 contains 7959 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 19 contains 6907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52327436.000000 Penalty: 30142.060547
Iteration 30Q: 15 clusters Score -5.232744e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 100118 members 
Mstep: Class 3 contains 42761 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 6 contains 17738 members 
Mstep: Class 7 contains 101571 members 
Mstep: Class 8 contains 115311 members 
Mstep: Class 9 contains 27857 members 
Mstep: Class 10 contains 85834 members 
Mstep: Class 11 contains 12763 members 
Mstep: Class 13 contains 7779 members 
Mstep: Class 14 contains 2592 members 
Mstep: Class 15 contains 8825 members 
Mstep: Class 19 contains 6790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52329328.000000 Penalty: 30142.060547
Iteration 31Q: 15 clusters Score -5.232933e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 101735 members 
Mstep: Class 3 contains 41770 members 
Mstep: Class 5 contains 8891 members 
Mstep: Class 6 contains 16922 members 
Mstep: Class 7 contains 101606 members 
Mstep: Class 8 contains 117689 members 
Mstep: Class 9 contains 25759 members 
Mstep: Class 10 contains 85713 members 
Mstep: Class 11 contains 12781 members 
Mstep: Class 13 contains 7591 members 
Mstep: Class 14 contains 2722 members 
Mstep: Class 15 contains 8689 members 
Mstep: Class 19 contains 6694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52330900.000000 Penalty: 30142.060547
Iteration 32Q: 15 clusters Score -5.23309e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 103072 members 
Mstep: Class 3 contains 40968 members 
Mstep: Class 5 contains 9156 members 
Mstep: Class 6 contains 16247 members 
Mstep: Class 7 contains 101650 members 
Mstep: Class 8 contains 120091 members 
Mstep: Class 9 contains 23636 members 
Mstep: Class 10 contains 85607 members 
Mstep: Class 11 contains 12813 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 2802 members 
Mstep: Class 15 contains 8555 members 
Mstep: Class 19 contains 6617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52332236.000000 Penalty: 30142.060547
Iteration 33Q: 15 clusters Score -5.233224e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 104222 members 
Mstep: Class 3 contains 40330 members 
Mstep: Class 5 contains 9378 members 
Mstep: Class 6 contains 15642 members 
Mstep: Class 7 contains 101692 members 
Mstep: Class 8 contains 122499 members 
Mstep: Class 9 contains 21530 members 
Mstep: Class 10 contains 85485 members 
Mstep: Class 11 contains 12837 members 
Mstep: Class 13 contains 7233 members 
Mstep: Class 14 contains 2857 members 
Mstep: Class 15 contains 8410 members 
Mstep: Class 19 contains 6559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52333332.000000 Penalty: 30142.060547
Iteration 34Q: 15 clusters Score -5.233333e+07 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 105168 members 
Mstep: Class 3 contains 39807 members 
Mstep: Class 5 contains 9579 members 
Mstep: Class 6 contains 15143 members 
Mstep: Class 7 contains 101744 members 
Mstep: Class 8 contains 124847 members 
Mstep: Class 9 contains 19491 members 
Mstep: Class 10 contains 85377 members 
Mstep: Class 11 contains 12842 members 
Mstep: Class 13 contains 7080 members 
Mstep: Class 14 contains 2883 members 
Mstep: Class 15 contains 8247 members 
Mstep: Class 19 contains 6502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52334600.000000 Penalty: 30142.060547
Iteration 35Q: 15 clusters Score -5.23346e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 105932 members 
Mstep: Class 3 contains 39362 members 
Mstep: Class 5 contains 9745 members 
Mstep: Class 6 contains 14727 members 
Mstep: Class 7 contains 101790 members 
Mstep: Class 8 contains 127108 members 
Mstep: Class 9 contains 17519 members 
Mstep: Class 10 contains 85316 members 
Mstep: Class 11 contains 12855 members 
Mstep: Class 13 contains 6943 members 
Mstep: Class 14 contains 2905 members 
Mstep: Class 15 contains 8078 members 
Mstep: Class 19 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52335804.000000 Penalty: 30142.060547
Iteration 36Q: 15 clusters Score -5.23358e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 106632 members 
Mstep: Class 3 contains 38964 members 
Mstep: Class 5 contains 9858 members 
Mstep: Class 6 contains 14368 members 
Mstep: Class 7 contains 101835 members 
Mstep: Class 8 contains 129288 members 
Mstep: Class 9 contains 15616 members 
Mstep: Class 10 contains 85257 members 
Mstep: Class 11 contains 12861 members 
Mstep: Class 13 contains 6814 members 
Mstep: Class 14 contains 2921 members 
Mstep: Class 15 contains 7929 members 
Mstep: Class 19 contains 6391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52336684.000000 Penalty: 30142.060547
Iteration 37Q: 15 clusters Score -5.233668e+07 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 107227 members 
Mstep: Class 3 contains 38615 members 
Mstep: Class 5 contains 9965 members 
Mstep: Class 6 contains 14042 members 
Mstep: Class 7 contains 101876 members 
Mstep: Class 8 contains 131377 members 
Mstep: Class 9 contains 13797 members 
Mstep: Class 10 contains 85207 members 
Mstep: Class 11 contains 12873 members 
Mstep: Class 13 contains 6699 members 
Mstep: Class 14 contains 2937 members 
Mstep: Class 15 contains 7770 members 
Mstep: Class 19 contains 6349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52337576.000000 Penalty: 30142.060547
Iteration 38Q: 15 clusters Score -5.233758e+07 nChanged 3143
Entering ConstructFrom: 
Score: -52337576.000000 Penalty: 30142.060547
Entering ConstructFrom: 
Trying to split cluster 1 (28828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Entering Unmasked Estep 
Score: -2732074.500000 Penalty: 1668.729126
	Iteration 0F: 2 clusters Score -2732074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2712651.250000 Penalty: 3337.458252
	Iteration 0F: 3 clusters Score -2712651 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2721119.250000 Penalty: 3337.458252
	Iteration 1F: 3 clusters Score -2721119 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2722465.250000 Penalty: 3337.458252
	Iteration 2F: 3 clusters Score -2722465 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2723776.750000 Penalty: 3337.458252
	Iteration 3F: 3 clusters Score -2723777 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2725136.750000 Penalty: 3337.458252
	Iteration 4F: 3 clusters Score -2725137 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2726414.500000 Penalty: 3337.458252
	Iteration 5F: 3 clusters Score -2726414 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2727451.500000 Penalty: 3337.458252
	Iteration 6F: 3 clusters Score -2727452 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2728304.250000 Penalty: 3337.458252
	Iteration 7Q: 3 clusters Score -2728304 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2728999.750000 Penalty: 3337.458252
	Iteration 8Q: 3 clusters Score -2729000 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2729567.500000 Penalty: 3337.458252
	Iteration 9Q: 3 clusters Score -2729568 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2729979.500000 Penalty: 3337.458252
	Iteration 10Q: 3 clusters Score -2729980 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2730282.250000 Penalty: 3337.458252
	Iteration 11Q: 3 clusters Score -2730282 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2730513.000000 Penalty: 3337.458252
	Iteration 12Q: 3 clusters Score -2730513 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2730733.000000 Penalty: 3337.458252
	Iteration 13Q: 3 clusters Score -2730733 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -2730905.500000 Penalty: 3337.458252
	Iteration 14Q: 3 clusters Score -2730906 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2731081.500000 Penalty: 3337.458252
	Iteration 15Q: 3 clusters Score -2731082 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2731271.250000 Penalty: 3337.458252
	Iteration 16Q: 3 clusters Score -2731271 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2731416.500000 Penalty: 3337.458252
	Iteration 17Q: 3 clusters Score -2731416 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2731564.750000 Penalty: 3337.458252
	Iteration 18Q: 3 clusters Score -2731565 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2731668.250000 Penalty: 3337.458252
	Iteration 19Q: 3 clusters Score -2731668 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2731734.750000 Penalty: 3337.458252
	Iteration 20F: 3 clusters Score -2731735 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2731777.250000 Penalty: 3337.458252
	Iteration 21Q: 3 clusters Score -2731777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2731807.750000 Penalty: 3337.458252
	Iteration 22Q: 3 clusters Score -2731808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2731840.750000 Penalty: 3337.458252
	Iteration 23Q: 3 clusters Score -2731841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2731883.000000 Penalty: 3337.458252
	Iteration 24Q: 3 clusters Score -2731883 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2731907.250000 Penalty: 3337.458252
	Iteration 25Q: 3 clusters Score -2731907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2731939.500000 Penalty: 3337.458252
	Iteration 26Q: 3 clusters Score -2731940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2731945.750000 Penalty: 3337.458252
	Iteration 27Q: 3 clusters Score -2731946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2731958.250000 Penalty: 3337.458252
	Iteration 28Q: 3 clusters Score -2731958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2731970.750000 Penalty: 3337.458252
	Iteration 29Q: 3 clusters Score -2731971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2731979.500000 Penalty: 3337.458252
	Iteration 30Q: 3 clusters Score -2731980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2731984.000000 Penalty: 3337.458252
	Iteration 31Q: 3 clusters Score -2731984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2731984.750000 Penalty: 3337.458252
	Iteration 32Q: 3 clusters Score -2731985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2731987.250000 Penalty: 3337.458252
	Iteration 33Q: 3 clusters Score -2731987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2731988.250000 Penalty: 3337.458252
	Iteration 34Q: 3 clusters Score -2731988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2731988.000000 Penalty: 3337.458252
	Iteration 35Q: 3 clusters Score -2731988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2731989.250000 Penalty: 3337.458252
	Iteration 36Q: 3 clusters Score -2731989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2731987.750000 Penalty: 3337.458252
	Iteration 37Q: 3 clusters Score -2731988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2731990.750000 Penalty: 3337.458252
	Iteration 38Q: 3 clusters Score -2731991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2731990.750000 Penalty: 3337.458252
	Iteration 39F: 3 clusters Score -2731991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107734 members 
Entering Unmasked Estep 
Score: -10127877.000000 Penalty: 1882.955811
	Iteration 0F: 2 clusters Score -1.012788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 53767 members 
Entering Unmasked Estep 
Score: -10055736.000000 Penalty: 3765.911621
	Iteration 0F: 3 clusters Score -1.005574e+07 nChanged 51445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 52708 members 
Entering Unmasked Estep 
Score: -10085904.000000 Penalty: 3765.911621
	Iteration 1F: 3 clusters Score -1.00859e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55962 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -10086987.000000 Penalty: 3765.911621
	Iteration 2Q: 3 clusters Score -1.008699e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57512 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -10088326.000000 Penalty: 3765.911621
	Iteration 3Q: 3 clusters Score -1.008833e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -10090275.000000 Penalty: 3765.911621
	Iteration 4Q: 3 clusters Score -1.009028e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -10093088.000000 Penalty: 3765.911621
	Iteration 5F: 3 clusters Score -1.009309e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -10096906.000000 Penalty: 3765.911621
	Iteration 6F: 3 clusters Score -1.009691e+07 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74034 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -10101988.000000 Penalty: 3765.911621
	Iteration 7F: 3 clusters Score -1.010199e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -10107873.000000 Penalty: 3765.911621
	Iteration 8F: 3 clusters Score -1.010787e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -10113162.000000 Penalty: 3765.911621
	Iteration 9F: 3 clusters Score -1.011316e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -10117102.000000 Penalty: 3765.911621
	Iteration 10Q: 3 clusters Score -1.01171e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93906 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -10119811.000000 Penalty: 3765.911621
	Iteration 11Q: 3 clusters Score -1.011981e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96647 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -10121740.000000 Penalty: 3765.911621
	Iteration 12Q: 3 clusters Score -1.012174e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98913 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -10123232.000000 Penalty: 3765.911621
	Iteration 13Q: 3 clusters Score -1.012323e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100754 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -10124524.000000 Penalty: 3765.911621
	Iteration 14Q: 3 clusters Score -1.012452e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102216 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -10125408.000000 Penalty: 3765.911621
	Iteration 15Q: 3 clusters Score -1.012541e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103303 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -10126123.000000 Penalty: 3765.911621
	Iteration 16Q: 3 clusters Score -1.012612e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104079 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -10126572.000000 Penalty: 3765.911621
	Iteration 17Q: 3 clusters Score -1.012657e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104645 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -10126929.000000 Penalty: 3765.911621
	Iteration 18Q: 3 clusters Score -1.012693e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -10127152.000000 Penalty: 3765.911621
	Iteration 19Q: 3 clusters Score -1.012715e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105320 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -10127256.000000 Penalty: 3765.911621
	Iteration 20F: 3 clusters Score -1.012726e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105522 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -10127328.000000 Penalty: 3765.911621
	Iteration 21Q: 3 clusters Score -1.012733e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105662 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -10127376.000000 Penalty: 3765.911621
	Iteration 22Q: 3 clusters Score -1.012738e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105771 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10127429.000000 Penalty: 3765.911621
	Iteration 23Q: 3 clusters Score -1.012743e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105860 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -10127441.000000 Penalty: 3765.911621
	Iteration 24Q: 3 clusters Score -1.012744e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105949 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10127477.000000 Penalty: 3765.911621
	Iteration 25Q: 3 clusters Score -1.012748e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106018 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -10127504.000000 Penalty: 3765.911621
	Iteration 26Q: 3 clusters Score -1.01275e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106073 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -10127535.000000 Penalty: 3765.911621
	Iteration 27Q: 3 clusters Score -1.012754e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106127 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -10127574.000000 Penalty: 3765.911621
	Iteration 28Q: 3 clusters Score -1.012757e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106178 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -10127629.000000 Penalty: 3765.911621
	Iteration 29Q: 3 clusters Score -1.012763e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -10127660.000000 Penalty: 3765.911621
	Iteration 30Q: 3 clusters Score -1.012766e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106239 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -10127661.000000 Penalty: 3765.911621
	Iteration 31Q: 3 clusters Score -1.012766e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106251 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10127671.000000 Penalty: 3765.911621
	Iteration 32Q: 3 clusters Score -1.012767e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -10127667.000000 Penalty: 3765.911621
	Iteration 33Q: 3 clusters Score -1.012767e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106250 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -10127668.000000 Penalty: 3765.911621
	Iteration 34Q: 3 clusters Score -1.012767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106259 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -10127681.000000 Penalty: 3765.911621
	Iteration 35Q: 3 clusters Score -1.012768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -10127681.000000 Penalty: 3765.911621
	Iteration 36Q: 3 clusters Score -1.012768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -10127691.000000 Penalty: 3765.911621
	Iteration 37Q: 3 clusters Score -1.012769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106273 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -10127687.000000 Penalty: 3765.911621
	Iteration 38Q: 3 clusters Score -1.012769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106275 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -10127690.000000 Penalty: 3765.911621
	Iteration 39Q: 3 clusters Score -1.012769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106276 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -10127690.000000 Penalty: 3765.911621
	Iteration 40F: 3 clusters Score -1.012769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10127691.000000 Penalty: 3765.911621
	Iteration 41Q: 3 clusters Score -1.012769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106278 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -10127687.000000 Penalty: 3765.911621
	Iteration 42Q: 3 clusters Score -1.012769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106282 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10127689.000000 Penalty: 3765.911621
	Iteration 43Q: 3 clusters Score -1.012769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10127684.000000 Penalty: 3765.911621
	Iteration 44Q: 3 clusters Score -1.012768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106292 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10127685.000000 Penalty: 3765.911621
	Iteration 45Q: 3 clusters Score -1.012768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106296 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10127685.000000 Penalty: 3765.911621
	Iteration 46Q: 3 clusters Score -1.012768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106299 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10127696.000000 Penalty: 3765.911621
	Iteration 47Q: 3 clusters Score -1.01277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106301 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10127691.000000 Penalty: 3765.911621
	Iteration 48Q: 3 clusters Score -1.012769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106303 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10127693.000000 Penalty: 3765.911621
	Iteration 49Q: 3 clusters Score -1.012769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106303 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -10127693.000000 Penalty: 3765.911621
	Iteration 50Q: 3 clusters Score -1.012769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106304 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10127696.000000 Penalty: 3765.911621
	Iteration 51Q: 3 clusters Score -1.01277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106305 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10127687.000000 Penalty: 3765.911621
	Iteration 52Q: 3 clusters Score -1.012769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10127691.000000 Penalty: 3765.911621
	Iteration 53Q: 3 clusters Score -1.012769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106308 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -10127695.000000 Penalty: 3765.911621
	Iteration 54Q: 3 clusters Score -1.01277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106309 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -10127699.000000 Penalty: 3765.911621
	Iteration 55Q: 3 clusters Score -1.01277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106312 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10127699.000000 Penalty: 3765.911621
	Iteration 56Q: 3 clusters Score -1.01277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106315 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10127700.000000 Penalty: 3765.911621
	Iteration 57Q: 3 clusters Score -1.01277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -10127699.000000 Penalty: 3765.911621
	Iteration 58Q: 3 clusters Score -1.01277e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10127699.000000 Penalty: 3765.911621
	Iteration 59Q: 3 clusters Score -1.01277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10127697.000000 Penalty: 3765.911621
	Iteration 60F: 3 clusters Score -1.01277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10127699.000000 Penalty: 3765.911621
	Iteration 61Q: 3 clusters Score -1.01277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10127697.000000 Penalty: 3765.911621
	Iteration 62Q: 3 clusters Score -1.01277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106312 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10127693.000000 Penalty: 3765.911621
	Iteration 63Q: 3 clusters Score -1.012769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10127697.000000 Penalty: 3765.911621
	Iteration 64Q: 3 clusters Score -1.01277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106313 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10127694.000000 Penalty: 3765.911621
	Iteration 65Q: 3 clusters Score -1.012769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10127702.000000 Penalty: 3765.911621
	Iteration 66Q: 3 clusters Score -1.01277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106315 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10127698.000000 Penalty: 3765.911621
	Iteration 67Q: 3 clusters Score -1.01277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106316 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10127700.000000 Penalty: 3765.911621
	Iteration 68Q: 3 clusters Score -1.01277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106317 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -10127695.000000 Penalty: 3765.911621
	Iteration 69Q: 3 clusters Score -1.01277e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10127698.000000 Penalty: 3765.911621
	Iteration 70Q: 3 clusters Score -1.01277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106318 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -10127698.000000 Penalty: 3765.911621
	Iteration 71F: 3 clusters Score -1.01277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Entering Unmasked Estep 
Score: -3587124.250000 Penalty: 1715.023071
	Iteration 0F: 2 clusters Score -3587124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3561637.000000 Penalty: 3430.046143
	Iteration 0F: 3 clusters Score -3561637 nChanged 17961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -3579142.250000 Penalty: 3430.046143
	Iteration 1F: 3 clusters Score -3579142 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -3591555.750000 Penalty: 3430.046143
	Iteration 2F: 3 clusters Score -3591556 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3600607.750000 Penalty: 3430.046143
	Iteration 3F: 3 clusters Score -3600608 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -3603168.000000 Penalty: 3430.046143
	Iteration 4F: 3 clusters Score -3603168 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3603846.250000 Penalty: 3430.046143
	Iteration 5Q: 3 clusters Score -3603846 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -3604053.750000 Penalty: 3430.046143
	Iteration 6Q: 3 clusters Score -3604054 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -3604138.500000 Penalty: 3430.046143
	Iteration 7Q: 3 clusters Score -3604138 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3604191.750000 Penalty: 3430.046143
	Iteration 8Q: 3 clusters Score -3604192 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -3604213.500000 Penalty: 3430.046143
	Iteration 9Q: 3 clusters Score -3604214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -3604236.750000 Penalty: 3430.046143
	Iteration 10Q: 3 clusters Score -3604237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -3604227.750000 Penalty: 3430.046143
	Iteration 11Q: 3 clusters Score -3604228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3604227.250000 Penalty: 3430.046143
	Iteration 12Q: 3 clusters Score -3604227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -3604224.250000 Penalty: 3430.046143
	Iteration 13Q: 3 clusters Score -3604224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3604225.250000 Penalty: 3430.046143
	Iteration 14Q: 3 clusters Score -3604225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3604226.000000 Penalty: 3430.046143
	Iteration 15Q: 3 clusters Score -3604226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -3604223.750000 Penalty: 3430.046143
	Iteration 16Q: 3 clusters Score -3604224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3604226.250000 Penalty: 3430.046143
	Iteration 17Q: 3 clusters Score -3604226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3604223.500000 Penalty: 3430.046143
	Iteration 18Q: 3 clusters Score -3604224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3604223.500000 Penalty: 3430.046143
	Iteration 19F: 3 clusters Score -3604224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 107734 members 
Mstep: Class 3 contains 8879 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 13775 members 
Mstep: Class 7 contains 101912 members 
Mstep: Class 8 contains 133546 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 85151 members 
Mstep: Class 11 contains 12880 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 19 contains 6315 members 
Entering Unmasked Estep 
Score: -52354852.000000 Penalty: 32295.064453
Splitting cluster 3 changes total score from -52337576.000000 to -52354852.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (10052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Entering Unmasked Estep 
Score: -909907.500000 Penalty: 1497.523071
	Iteration 0F: 2 clusters Score -909907.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -902713.250000 Penalty: 2995.046143
	Iteration 0F: 3 clusters Score -902713.2 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -905159.500000 Penalty: 2995.046143
	Iteration 1F: 3 clusters Score -905159.5 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -905921.750000 Penalty: 2995.046143
	Iteration 2F: 3 clusters Score -905921.8 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -907113.812500 Penalty: 2995.046143
	Iteration 3F: 3 clusters Score -907113.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -908597.750000 Penalty: 2995.046143
	Iteration 4F: 3 clusters Score -908597.8 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -909805.937500 Penalty: 2995.046143
	Iteration 5F: 3 clusters Score -909805.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -910407.062500 Penalty: 2995.046143
	Iteration 6F: 3 clusters Score -910407.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -910788.375000 Penalty: 2995.046143
	Iteration 7Q: 3 clusters Score -910788.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -910969.500000 Penalty: 2995.046143
	Iteration 8Q: 3 clusters Score -910969.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -911022.812500 Penalty: 2995.046143
	Iteration 9Q: 3 clusters Score -911022.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -911043.750000 Penalty: 2995.046143
	Iteration 10Q: 3 clusters Score -911043.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -911051.812500 Penalty: 2995.046143
	Iteration 11Q: 3 clusters Score -911051.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -911057.562500 Penalty: 2995.046143
	Iteration 12Q: 3 clusters Score -911057.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -911064.875000 Penalty: 2995.046143
	Iteration 13Q: 3 clusters Score -911064.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -911071.187500 Penalty: 2995.046143
	Iteration 14Q: 3 clusters Score -911071.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -911074.625000 Penalty: 2995.046143
	Iteration 15Q: 3 clusters Score -911074.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -911074.562500 Penalty: 2995.046143
	Iteration 16Q: 3 clusters Score -911074.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -911077.312500 Penalty: 2995.046143
	Iteration 17Q: 3 clusters Score -911077.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -911078.375000 Penalty: 2995.046143
	Iteration 18Q: 3 clusters Score -911078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -911080.125000 Penalty: 2995.046143
	Iteration 19Q: 3 clusters Score -911080.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -911081.937500 Penalty: 2995.046143
	Iteration 20F: 3 clusters Score -911081.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -911084.562500 Penalty: 2995.046143
	Iteration 21Q: 3 clusters Score -911084.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -911083.750000 Penalty: 2995.046143
	Iteration 22Q: 3 clusters Score -911083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -911086.000000 Penalty: 2995.046143
	Iteration 23Q: 3 clusters Score -911086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -911089.000000 Penalty: 2995.046143
	Iteration 24Q: 3 clusters Score -911089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -911090.625000 Penalty: 2995.046143
	Iteration 25Q: 3 clusters Score -911090.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -911091.562500 Penalty: 2995.046143
	Iteration 26Q: 3 clusters Score -911091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -911091.125000 Penalty: 2995.046143
	Iteration 27Q: 3 clusters Score -911091.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -911092.000000 Penalty: 2995.046143
	Iteration 28Q: 3 clusters Score -911092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -911093.375000 Penalty: 2995.046143
	Iteration 29Q: 3 clusters Score -911093.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -911092.187500 Penalty: 2995.046143
	Iteration 30Q: 3 clusters Score -911092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -911094.062500 Penalty: 2995.046143
	Iteration 31Q: 3 clusters Score -911094.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -911093.687500 Penalty: 2995.046143
	Iteration 32Q: 3 clusters Score -911093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -911094.687500 Penalty: 2995.046143
	Iteration 33Q: 3 clusters Score -911094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -911094.187500 Penalty: 2995.046143
	Iteration 34Q: 3 clusters Score -911094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -911095.062500 Penalty: 2995.046143
	Iteration 35Q: 3 clusters Score -911095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -911095.875000 Penalty: 2995.046143
	Iteration 36Q: 3 clusters Score -911095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -911097.250000 Penalty: 2995.046143
	Iteration 37Q: 3 clusters Score -911097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -911097.187500 Penalty: 2995.046143
	Iteration 38Q: 3 clusters Score -911097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -911096.875000 Penalty: 2995.046143
	Iteration 39Q: 3 clusters Score -911096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -911096.812500 Penalty: 2995.046143
	Iteration 40F: 3 clusters Score -911096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 107734 members 
Mstep: Class 3 contains 8879 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 13775 members 
Mstep: Class 7 contains 101912 members 
Mstep: Class 8 contains 133546 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 85151 members 
Mstep: Class 11 contains 12880 members 
Mstep: Class 12 contains 9071 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 19 contains 6315 members 
Entering Unmasked Estep 
Score: -52355360.000000 Penalty: 34448.070312
Splitting cluster 5 changes total score from -52337576.000000 to -52355360.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (13775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Entering Unmasked Estep 
Score: -1322727.625000 Penalty: 1548.724243
	Iteration 0F: 2 clusters Score -1322728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1313198.125000 Penalty: 3097.448486
	Iteration 0F: 3 clusters Score -1313198 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1316485.000000 Penalty: 3097.448486
	Iteration 1F: 3 clusters Score -1316485 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1316819.375000 Penalty: 3097.448486
	Iteration 2F: 3 clusters Score -1316819 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1317130.750000 Penalty: 3097.448486
	Iteration 3F: 3 clusters Score -1317131 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1317461.375000 Penalty: 3097.448486
	Iteration 4F: 3 clusters Score -1317461 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1317789.125000 Penalty: 3097.448486
	Iteration 5Q: 3 clusters Score -1317789 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1318131.250000 Penalty: 3097.448486
	Iteration 6Q: 3 clusters Score -1318131 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1318473.250000 Penalty: 3097.448486
	Iteration 7Q: 3 clusters Score -1318473 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1318853.125000 Penalty: 3097.448486
	Iteration 8Q: 3 clusters Score -1318853 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1319241.250000 Penalty: 3097.448486
	Iteration 9Q: 3 clusters Score -1319241 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1319600.500000 Penalty: 3097.448486
	Iteration 10Q: 3 clusters Score -1319600 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1319972.125000 Penalty: 3097.448486
	Iteration 11Q: 3 clusters Score -1319972 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1320280.750000 Penalty: 3097.448486
	Iteration 12Q: 3 clusters Score -1320281 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1320561.375000 Penalty: 3097.448486
	Iteration 13Q: 3 clusters Score -1320561 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1320802.250000 Penalty: 3097.448486
	Iteration 14Q: 3 clusters Score -1320802 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1321016.125000 Penalty: 3097.448486
	Iteration 15Q: 3 clusters Score -1321016 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1321187.250000 Penalty: 3097.448486
	Iteration 16Q: 3 clusters Score -1321187 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1321301.125000 Penalty: 3097.448486
	Iteration 17Q: 3 clusters Score -1321301 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1321364.250000 Penalty: 3097.448486
	Iteration 18Q: 3 clusters Score -1321364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1321406.750000 Penalty: 3097.448486
	Iteration 19Q: 3 clusters Score -1321407 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1321430.500000 Penalty: 3097.448486
	Iteration 20F: 3 clusters Score -1321430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1321449.625000 Penalty: 3097.448486
	Iteration 21Q: 3 clusters Score -1321450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1321461.875000 Penalty: 3097.448486
	Iteration 22Q: 3 clusters Score -1321462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1321478.500000 Penalty: 3097.448486
	Iteration 23Q: 3 clusters Score -1321478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1321478.625000 Penalty: 3097.448486
	Iteration 24Q: 3 clusters Score -1321479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1321479.625000 Penalty: 3097.448486
	Iteration 25Q: 3 clusters Score -1321480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1321481.625000 Penalty: 3097.448486
	Iteration 26Q: 3 clusters Score -1321482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1321485.250000 Penalty: 3097.448486
	Iteration 27Q: 3 clusters Score -1321485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1321484.625000 Penalty: 3097.448486
	Iteration 28Q: 3 clusters Score -1321485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1321486.625000 Penalty: 3097.448486
	Iteration 29Q: 3 clusters Score -1321487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1321483.875000 Penalty: 3097.448486
	Iteration 30Q: 3 clusters Score -1321484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1321482.875000 Penalty: 3097.448486
	Iteration 31Q: 3 clusters Score -1321483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1321482.375000 Penalty: 3097.448486
	Iteration 32Q: 3 clusters Score -1321482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1321482.625000 Penalty: 3097.448486
	Iteration 33Q: 3 clusters Score -1321483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1321484.750000 Penalty: 3097.448486
	Iteration 34Q: 3 clusters Score -1321485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1321484.750000 Penalty: 3097.448486
	Iteration 35F: 3 clusters Score -1321485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (101912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101912 members 
Entering Unmasked Estep 
Score: -9582534.000000 Penalty: 1873.928101
	Iteration 0F: 2 clusters Score -9582534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -9514504.000000 Penalty: 3747.856201
	Iteration 0F: 3 clusters Score -9514504 nChanged 48631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -9542362.000000 Penalty: 3747.856201
	Iteration 1F: 3 clusters Score -9542362 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -9542844.000000 Penalty: 3747.856201
	Iteration 2Q: 3 clusters Score -9542844 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -9543576.000000 Penalty: 3747.856201
	Iteration 3Q: 3 clusters Score -9543576 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 57343 members 
Entering Unmasked Estep 
Score: -9544728.000000 Penalty: 3747.856201
	Iteration 4Q: 3 clusters Score -9544728 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -9546845.000000 Penalty: 3747.856201
	Iteration 5Q: 3 clusters Score -9546845 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -9550777.000000 Penalty: 3747.856201
	Iteration 6F: 3 clusters Score -9550777 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -9557203.000000 Penalty: 3747.856201
	Iteration 7F: 3 clusters Score -9557203 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 83969 members 
Entering Unmasked Estep 
Score: -9565310.000000 Penalty: 3747.856201
	Iteration 8F: 3 clusters Score -9565310 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 91398 members 
Entering Unmasked Estep 
Score: -9572299.000000 Penalty: 3747.856201
	Iteration 9F: 3 clusters Score -9572299 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 96245 members 
Entering Unmasked Estep 
Score: -9576707.000000 Penalty: 3747.856201
	Iteration 10Q: 3 clusters Score -9576707 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 98874 members 
Entering Unmasked Estep 
Score: -9578791.000000 Penalty: 3747.856201
	Iteration 11Q: 3 clusters Score -9578791 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 100262 members 
Entering Unmasked Estep 
Score: -9579960.000000 Penalty: 3747.856201
	Iteration 12Q: 3 clusters Score -9579960 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 100980 members 
Entering Unmasked Estep 
Score: -9580607.000000 Penalty: 3747.856201
	Iteration 13Q: 3 clusters Score -9580607 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -9580878.000000 Penalty: 3747.856201
	Iteration 14Q: 3 clusters Score -9580878 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 101417 members 
Entering Unmasked Estep 
Score: -9581053.000000 Penalty: 3747.856201
	Iteration 15Q: 3 clusters Score -9581053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 101470 members 
Entering Unmasked Estep 
Score: -9581117.000000 Penalty: 3747.856201
	Iteration 16Q: 3 clusters Score -9581117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 101508 members 
Entering Unmasked Estep 
Score: -9581172.000000 Penalty: 3747.856201
	Iteration 17Q: 3 clusters Score -9581172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -9581234.000000 Penalty: 3747.856201
	Iteration 18Q: 3 clusters Score -9581234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 101538 members 
Entering Unmasked Estep 
Score: -9581274.000000 Penalty: 3747.856201
	Iteration 19Q: 3 clusters Score -9581274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 101548 members 
Entering Unmasked Estep 
Score: -9581316.000000 Penalty: 3747.856201
	Iteration 20F: 3 clusters Score -9581316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 101553 members 
Entering Unmasked Estep 
Score: -9581346.000000 Penalty: 3747.856201
	Iteration 21Q: 3 clusters Score -9581346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 101547 members 
Entering Unmasked Estep 
Score: -9581355.000000 Penalty: 3747.856201
	Iteration 22Q: 3 clusters Score -9581355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 101539 members 
Entering Unmasked Estep 
Score: -9581374.000000 Penalty: 3747.856201
	Iteration 23Q: 3 clusters Score -9581374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 101541 members 
Entering Unmasked Estep 
Score: -9581390.000000 Penalty: 3747.856201
	Iteration 24Q: 3 clusters Score -9581390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 101545 members 
Entering Unmasked Estep 
Score: -9581395.000000 Penalty: 3747.856201
	Iteration 25Q: 3 clusters Score -9581395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 101546 members 
Entering Unmasked Estep 
Score: -9581411.000000 Penalty: 3747.856201
	Iteration 26Q: 3 clusters Score -9581411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 101553 members 
Entering Unmasked Estep 
Score: -9581412.000000 Penalty: 3747.856201
	Iteration 27Q: 3 clusters Score -9581412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -9581408.000000 Penalty: 3747.856201
	Iteration 28Q: 3 clusters Score -9581408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -9581419.000000 Penalty: 3747.856201
	Iteration 29Q: 3 clusters Score -9581419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -9581410.000000 Penalty: 3747.856201
	Iteration 30Q: 3 clusters Score -9581410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -9581411.000000 Penalty: 3747.856201
	Iteration 31Q: 3 clusters Score -9581411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 101558 members 
Entering Unmasked Estep 
Score: -9581417.000000 Penalty: 3747.856201
	Iteration 32Q: 3 clusters Score -9581417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -9581410.000000 Penalty: 3747.856201
	Iteration 33Q: 3 clusters Score -9581410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -9581413.000000 Penalty: 3747.856201
	Iteration 34Q: 3 clusters Score -9581413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -9581413.000000 Penalty: 3747.856201
	Iteration 35Q: 3 clusters Score -9581413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -9581413.000000 Penalty: 3747.856201
	Iteration 36Q: 3 clusters Score -9581413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -9581420.000000 Penalty: 3747.856201
	Iteration 37Q: 3 clusters Score -9581420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 101556 members 
Entering Unmasked Estep 
Score: -9581426.000000 Penalty: 3747.856201
	Iteration 38Q: 3 clusters Score -9581426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 101555 members 
Entering Unmasked Estep 
Score: -9581434.000000 Penalty: 3747.856201
	Iteration 39Q: 3 clusters Score -9581434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 101557 members 
Entering Unmasked Estep 
Score: -9581443.000000 Penalty: 3747.856201
	Iteration 40F: 3 clusters Score -9581443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 101554 members 
Entering Unmasked Estep 
Score: -9581444.000000 Penalty: 3747.856201
	Iteration 41Q: 3 clusters Score -9581444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 101554 members 
Entering Unmasked Estep 
Score: -9581462.000000 Penalty: 3747.856201
	Iteration 42Q: 3 clusters Score -9581462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -9581477.000000 Penalty: 3747.856201
	Iteration 43Q: 3 clusters Score -9581477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 101549 members 
Entering Unmasked Estep 
Score: -9581494.000000 Penalty: 3747.856201
	Iteration 44Q: 3 clusters Score -9581494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 101543 members 
Entering Unmasked Estep 
Score: -9581498.000000 Penalty: 3747.856201
	Iteration 45Q: 3 clusters Score -9581498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 101537 members 
Entering Unmasked Estep 
Score: -9581502.000000 Penalty: 3747.856201
	Iteration 46Q: 3 clusters Score -9581502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 101529 members 
Entering Unmasked Estep 
Score: -9581509.000000 Penalty: 3747.856201
	Iteration 47Q: 3 clusters Score -9581509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 101526 members 
Entering Unmasked Estep 
Score: -9581499.000000 Penalty: 3747.856201
	Iteration 48Q: 3 clusters Score -9581499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -9581496.000000 Penalty: 3747.856201
	Iteration 49Q: 3 clusters Score -9581496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 101521 members 
Entering Unmasked Estep 
Score: -9581498.000000 Penalty: 3747.856201
	Iteration 50Q: 3 clusters Score -9581498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -9581507.000000 Penalty: 3747.856201
	Iteration 51Q: 3 clusters Score -9581507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 101521 members 
Entering Unmasked Estep 
Score: -9581513.000000 Penalty: 3747.856201
	Iteration 52Q: 3 clusters Score -9581513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101522 members 
Entering Unmasked Estep 
Score: -9581519.000000 Penalty: 3747.856201
	Iteration 53Q: 3 clusters Score -9581519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -9581513.000000 Penalty: 3747.856201
	Iteration 54Q: 3 clusters Score -9581513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 101518 members 
Entering Unmasked Estep 
Score: -9581510.000000 Penalty: 3747.856201
	Iteration 55Q: 3 clusters Score -9581510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -9581507.000000 Penalty: 3747.856201
	Iteration 56Q: 3 clusters Score -9581507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 101517 members 
Entering Unmasked Estep 
Score: -9581507.000000 Penalty: 3747.856201
	Iteration 57F: 3 clusters Score -9581507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (133546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133546 members 
Entering Unmasked Estep 
Score: -12715223.000000 Penalty: 1917.857666
	Iteration 0F: 2 clusters Score -1.271522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66768 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -12625815.000000 Penalty: 3835.715332
	Iteration 0F: 3 clusters Score -1.262582e+07 nChanged 64313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64083 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -12665023.000000 Penalty: 3835.715332
	Iteration 1F: 3 clusters Score -1.266502e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -12667188.000000 Penalty: 3835.715332
	Iteration 2Q: 3 clusters Score -1.266719e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57793 members 
Mstep: Class 2 contains 75753 members 
Entering Unmasked Estep 
Score: -12670039.000000 Penalty: 3835.715332
	Iteration 3F: 3 clusters Score -1.267004e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 80845 members 
Entering Unmasked Estep 
Score: -12673782.000000 Penalty: 3835.715332
	Iteration 4F: 3 clusters Score -1.267378e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 87141 members 
Entering Unmasked Estep 
Score: -12678312.000000 Penalty: 3835.715332
	Iteration 5F: 3 clusters Score -1.267831e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 94380 members 
Entering Unmasked Estep 
Score: -12683652.000000 Penalty: 3835.715332
	Iteration 6F: 3 clusters Score -1.268365e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 102156 members 
Entering Unmasked Estep 
Score: -12689419.000000 Penalty: 3835.715332
	Iteration 7F: 3 clusters Score -1.268942e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 109851 members 
Entering Unmasked Estep 
Score: -12695189.000000 Penalty: 3835.715332
	Iteration 8F: 3 clusters Score -1.269519e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
Score: -12700690.000000 Penalty: 3835.715332
	Iteration 9F: 3 clusters Score -1.270069e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 122632 members 
Entering Unmasked Estep 
Score: -12705530.000000 Penalty: 3835.715332
	Iteration 10Q: 3 clusters Score -1.270553e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 126790 members 
Entering Unmasked Estep 
Score: -12708890.000000 Penalty: 3835.715332
	Iteration 11Q: 3 clusters Score -1.270889e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 129368 members 
Entering Unmasked Estep 
Score: -12711078.000000 Penalty: 3835.715332
	Iteration 12Q: 3 clusters Score -1.271108e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 130849 members 
Entering Unmasked Estep 
Score: -12712238.000000 Penalty: 3835.715332
	Iteration 13Q: 3 clusters Score -1.271224e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 131691 members 
Entering Unmasked Estep 
Score: -12712832.000000 Penalty: 3835.715332
	Iteration 14Q: 3 clusters Score -1.271283e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 132157 members 
Entering Unmasked Estep 
Score: -12713143.000000 Penalty: 3835.715332
	Iteration 15Q: 3 clusters Score -1.271314e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 132414 members 
Entering Unmasked Estep 
Score: -12713321.000000 Penalty: 3835.715332
	Iteration 16Q: 3 clusters Score -1.271332e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 132564 members 
Entering Unmasked Estep 
Score: -12713429.000000 Penalty: 3835.715332
	Iteration 17Q: 3 clusters Score -1.271343e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 132666 members 
Entering Unmasked Estep 
Score: -12713456.000000 Penalty: 3835.715332
	Iteration 18Q: 3 clusters Score -1.271346e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 132726 members 
Entering Unmasked Estep 
Score: -12713478.000000 Penalty: 3835.715332
	Iteration 19Q: 3 clusters Score -1.271348e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -12713515.000000 Penalty: 3835.715332
	Iteration 20F: 3 clusters Score -1.271352e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 132801 members 
Entering Unmasked Estep 
Score: -12713542.000000 Penalty: 3835.715332
	Iteration 21Q: 3 clusters Score -1.271354e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 132827 members 
Entering Unmasked Estep 
Score: -12713538.000000 Penalty: 3835.715332
	Iteration 22Q: 3 clusters Score -1.271354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 132852 members 
Entering Unmasked Estep 
Score: -12713557.000000 Penalty: 3835.715332
	Iteration 23Q: 3 clusters Score -1.271356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 132865 members 
Entering Unmasked Estep 
Score: -12713559.000000 Penalty: 3835.715332
	Iteration 24Q: 3 clusters Score -1.271356e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 132882 members 
Entering Unmasked Estep 
Score: -12713579.000000 Penalty: 3835.715332
	Iteration 25Q: 3 clusters Score -1.271358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 132897 members 
Entering Unmasked Estep 
Score: -12713566.000000 Penalty: 3835.715332
	Iteration 26Q: 3 clusters Score -1.271357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 132908 members 
Entering Unmasked Estep 
Score: -12713572.000000 Penalty: 3835.715332
	Iteration 27Q: 3 clusters Score -1.271357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 132913 members 
Entering Unmasked Estep 
Score: -12713569.000000 Penalty: 3835.715332
	Iteration 28Q: 3 clusters Score -1.271357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 132924 members 
Entering Unmasked Estep 
Score: -12713575.000000 Penalty: 3835.715332
	Iteration 29Q: 3 clusters Score -1.271358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 132936 members 
Entering Unmasked Estep 
Score: -12713569.000000 Penalty: 3835.715332
	Iteration 30Q: 3 clusters Score -1.271357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 132946 members 
Entering Unmasked Estep 
Score: -12713573.000000 Penalty: 3835.715332
	Iteration 31Q: 3 clusters Score -1.271357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 132945 members 
Entering Unmasked Estep 
Score: -12713585.000000 Penalty: 3835.715332
	Iteration 32Q: 3 clusters Score -1.271358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 132952 members 
Entering Unmasked Estep 
Score: -12713598.000000 Penalty: 3835.715332
	Iteration 33Q: 3 clusters Score -1.27136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 132953 members 
Entering Unmasked Estep 
Score: -12713603.000000 Penalty: 3835.715332
	Iteration 34Q: 3 clusters Score -1.27136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 132957 members 
Entering Unmasked Estep 
Score: -12713624.000000 Penalty: 3835.715332
	Iteration 35Q: 3 clusters Score -1.271362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 132958 members 
Entering Unmasked Estep 
Score: -12713616.000000 Penalty: 3835.715332
	Iteration 36Q: 3 clusters Score -1.271362e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 132963 members 
Entering Unmasked Estep 
Score: -12713627.000000 Penalty: 3835.715332
	Iteration 37Q: 3 clusters Score -1.271363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 132970 members 
Entering Unmasked Estep 
Score: -12713632.000000 Penalty: 3835.715332
	Iteration 38Q: 3 clusters Score -1.271363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 132978 members 
Entering Unmasked Estep 
Score: -12713637.000000 Penalty: 3835.715332
	Iteration 39Q: 3 clusters Score -1.271364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 132986 members 
Entering Unmasked Estep 
Score: -12713637.000000 Penalty: 3835.715332
	Iteration 40F: 3 clusters Score -1.271364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 132990 members 
Entering Unmasked Estep 
Score: -12713634.000000 Penalty: 3835.715332
	Iteration 41Q: 3 clusters Score -1.271363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 132991 members 
Entering Unmasked Estep 
Score: -12713634.000000 Penalty: 3835.715332
	Iteration 42Q: 3 clusters Score -1.271363e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 132996 members 
Entering Unmasked Estep 
Score: -12713640.000000 Penalty: 3835.715332
	Iteration 43Q: 3 clusters Score -1.271364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 132998 members 
Entering Unmasked Estep 
Score: -12713640.000000 Penalty: 3835.715332
	Iteration 44Q: 3 clusters Score -1.271364e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 132999 members 
Entering Unmasked Estep 
Score: -12713641.000000 Penalty: 3835.715332
	Iteration 45Q: 3 clusters Score -1.271364e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 133001 members 
Entering Unmasked Estep 
Score: -12713644.000000 Penalty: 3835.715332
	Iteration 46Q: 3 clusters Score -1.271364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 133002 members 
Entering Unmasked Estep 
Score: -12713646.000000 Penalty: 3835.715332
	Iteration 47Q: 3 clusters Score -1.271365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 133006 members 
Entering Unmasked Estep 
Score: -12713646.000000 Penalty: 3835.715332
	Iteration 48Q: 3 clusters Score -1.271365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 133010 members 
Entering Unmasked Estep 
Score: -12713659.000000 Penalty: 3835.715332
	Iteration 49Q: 3 clusters Score -1.271366e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 133009 members 
Entering Unmasked Estep 
Score: -12713655.000000 Penalty: 3835.715332
	Iteration 50Q: 3 clusters Score -1.271366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 133009 members 
Entering Unmasked Estep 
Score: -12713655.000000 Penalty: 3835.715332
	Iteration 51F: 3 clusters Score -1.271366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Entering Unmasked Estep 
Score: -1154979.000000 Penalty: 1525.343140
	Iteration 0F: 2 clusters Score -1154979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1146574.500000 Penalty: 3050.686279
	Iteration 0F: 3 clusters Score -1146574 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1149328.875000 Penalty: 3050.686279
	Iteration 1F: 3 clusters Score -1149329 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1149594.875000 Penalty: 3050.686279
	Iteration 2F: 3 clusters Score -1149595 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1149843.750000 Penalty: 3050.686279
	Iteration 3F: 3 clusters Score -1149844 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1150075.250000 Penalty: 3050.686279
	Iteration 4Q: 3 clusters Score -1150075 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1150345.000000 Penalty: 3050.686279
	Iteration 5Q: 3 clusters Score -1150345 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1150674.750000 Penalty: 3050.686279
	Iteration 6F: 3 clusters Score -1150675 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1151058.250000 Penalty: 3050.686279
	Iteration 7F: 3 clusters Score -1151058 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1151526.125000 Penalty: 3050.686279
	Iteration 8F: 3 clusters Score -1151526 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1152116.375000 Penalty: 3050.686279
	Iteration 9F: 3 clusters Score -1152116 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1152769.125000 Penalty: 3050.686279
	Iteration 10F: 3 clusters Score -1152769 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1153184.500000 Penalty: 3050.686279
	Iteration 11Q: 3 clusters Score -1153184 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1153378.250000 Penalty: 3050.686279
	Iteration 12Q: 3 clusters Score -1153378 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1153446.625000 Penalty: 3050.686279
	Iteration 13Q: 3 clusters Score -1153447 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1153479.000000 Penalty: 3050.686279
	Iteration 14Q: 3 clusters Score -1153479 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1153500.875000 Penalty: 3050.686279
	Iteration 15Q: 3 clusters Score -1153501 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1153515.500000 Penalty: 3050.686279
	Iteration 16Q: 3 clusters Score -1153516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1153526.250000 Penalty: 3050.686279
	Iteration 17Q: 3 clusters Score -1153526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1153535.250000 Penalty: 3050.686279
	Iteration 18Q: 3 clusters Score -1153535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1153538.125000 Penalty: 3050.686279
	Iteration 19Q: 3 clusters Score -1153538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1153540.125000 Penalty: 3050.686279
	Iteration 20F: 3 clusters Score -1153540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1153543.125000 Penalty: 3050.686279
	Iteration 21Q: 3 clusters Score -1153543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1153545.875000 Penalty: 3050.686279
	Iteration 22Q: 3 clusters Score -1153546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1153547.750000 Penalty: 3050.686279
	Iteration 23Q: 3 clusters Score -1153548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1153551.000000 Penalty: 3050.686279
	Iteration 24Q: 3 clusters Score -1153551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1153552.250000 Penalty: 3050.686279
	Iteration 25Q: 3 clusters Score -1153552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1153553.500000 Penalty: 3050.686279
	Iteration 26Q: 3 clusters Score -1153554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1153557.750000 Penalty: 3050.686279
	Iteration 27Q: 3 clusters Score -1153558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1153557.125000 Penalty: 3050.686279
	Iteration 28Q: 3 clusters Score -1153557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1153554.875000 Penalty: 3050.686279
	Iteration 29Q: 3 clusters Score -1153555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1153558.500000 Penalty: 3050.686279
	Iteration 30Q: 3 clusters Score -1153558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1153558.000000 Penalty: 3050.686279
	Iteration 31Q: 3 clusters Score -1153558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1153558.625000 Penalty: 3050.686279
	Iteration 32Q: 3 clusters Score -1153559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1153560.250000 Penalty: 3050.686279
	Iteration 33Q: 3 clusters Score -1153560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1153558.250000 Penalty: 3050.686279
	Iteration 34Q: 3 clusters Score -1153558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1153560.250000 Penalty: 3050.686279
	Iteration 35Q: 3 clusters Score -1153560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1153557.750000 Penalty: 3050.686279
	Iteration 36Q: 3 clusters Score -1153558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1153558.750000 Penalty: 3050.686279
	Iteration 37Q: 3 clusters Score -1153559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1153561.500000 Penalty: 3050.686279
	Iteration 38Q: 3 clusters Score -1153562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1153561.500000 Penalty: 3050.686279
	Iteration 39F: 3 clusters Score -1153562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (85151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85151 members 
Entering Unmasked Estep 
Score: -8140473.500000 Penalty: 1844.729492
	Iteration 0F: 2 clusters Score -8140474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -8083402.500000 Penalty: 3689.458984
	Iteration 0F: 3 clusters Score -8083402 nChanged 40659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -8106858.500000 Penalty: 3689.458984
	Iteration 1F: 3 clusters Score -8106858 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -8107887.500000 Penalty: 3689.458984
	Iteration 2Q: 3 clusters Score -8107888 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -8109675.500000 Penalty: 3689.458984
	Iteration 3Q: 3 clusters Score -8109676 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -8112984.500000 Penalty: 3689.458984
	Iteration 4F: 3 clusters Score -8112984 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 61711 members 
Entering Unmasked Estep 
Score: -8118291.000000 Penalty: 3689.458984
	Iteration 5F: 3 clusters Score -8118291 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -8125067.000000 Penalty: 3689.458984
	Iteration 6F: 3 clusters Score -8125067 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 75107 members 
Entering Unmasked Estep 
Score: -8131431.000000 Penalty: 3689.458984
	Iteration 7F: 3 clusters Score -8131431 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -8135610.000000 Penalty: 3689.458984
	Iteration 8F: 3 clusters Score -8135610 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -8137835.000000 Penalty: 3689.458984
	Iteration 9Q: 3 clusters Score -8137835 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 82559 members 
Entering Unmasked Estep 
Score: -8139253.000000 Penalty: 3689.458984
	Iteration 10Q: 3 clusters Score -8139253 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 82735 members 
Entering Unmasked Estep 
Score: -8140008.000000 Penalty: 3689.458984
	Iteration 11Q: 3 clusters Score -8140008 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -8140363.500000 Penalty: 3689.458984
	Iteration 12Q: 3 clusters Score -8140364 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 82589 members 
Entering Unmasked Estep 
Score: -8140522.000000 Penalty: 3689.458984
	Iteration 13Q: 3 clusters Score -8140522 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -8140601.500000 Penalty: 3689.458984
	Iteration 14Q: 3 clusters Score -8140602 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -8140663.000000 Penalty: 3689.458984
	Iteration 15Q: 3 clusters Score -8140663 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 82309 members 
Entering Unmasked Estep 
Score: -8140701.500000 Penalty: 3689.458984
	Iteration 16Q: 3 clusters Score -8140702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -8140711.000000 Penalty: 3689.458984
	Iteration 17Q: 3 clusters Score -8140711 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -8140733.500000 Penalty: 3689.458984
	Iteration 18Q: 3 clusters Score -8140734 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 82133 members 
Entering Unmasked Estep 
Score: -8140754.500000 Penalty: 3689.458984
	Iteration 19Q: 3 clusters Score -8140754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -8140779.500000 Penalty: 3689.458984
	Iteration 20F: 3 clusters Score -8140780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -8140781.500000 Penalty: 3689.458984
	Iteration 21Q: 3 clusters Score -8140782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -8140766.000000 Penalty: 3689.458984
	Iteration 22Q: 3 clusters Score -8140766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 82042 members 
Entering Unmasked Estep 
Score: -8140786.500000 Penalty: 3689.458984
	Iteration 23Q: 3 clusters Score -8140786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -8140780.000000 Penalty: 3689.458984
	Iteration 24Q: 3 clusters Score -8140780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 82008 members 
Entering Unmasked Estep 
Score: -8140785.000000 Penalty: 3689.458984
	Iteration 25Q: 3 clusters Score -8140785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
Score: -8140789.000000 Penalty: 3689.458984
	Iteration 26Q: 3 clusters Score -8140789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -8140789.500000 Penalty: 3689.458984
	Iteration 27Q: 3 clusters Score -8140790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -8140795.000000 Penalty: 3689.458984
	Iteration 28Q: 3 clusters Score -8140795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -8140792.000000 Penalty: 3689.458984
	Iteration 29Q: 3 clusters Score -8140792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 81941 members 
Entering Unmasked Estep 
Score: -8140790.500000 Penalty: 3689.458984
	Iteration 30Q: 3 clusters Score -8140790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 81926 members 
Entering Unmasked Estep 
Score: -8140777.500000 Penalty: 3689.458984
	Iteration 31Q: 3 clusters Score -8140778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 81913 members 
Entering Unmasked Estep 
Score: -8140784.000000 Penalty: 3689.458984
	Iteration 32Q: 3 clusters Score -8140784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -8140790.000000 Penalty: 3689.458984
	Iteration 33Q: 3 clusters Score -8140790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -8140795.000000 Penalty: 3689.458984
	Iteration 34Q: 3 clusters Score -8140795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 81873 members 
Entering Unmasked Estep 
Score: -8140800.000000 Penalty: 3689.458984
	Iteration 35Q: 3 clusters Score -8140800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -8140800.500000 Penalty: 3689.458984
	Iteration 36Q: 3 clusters Score -8140800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -8140804.500000 Penalty: 3689.458984
	Iteration 37Q: 3 clusters Score -8140804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -8140809.000000 Penalty: 3689.458984
	Iteration 38Q: 3 clusters Score -8140809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 81858 members 
Entering Unmasked Estep 
Score: -8140807.000000 Penalty: 3689.458984
	Iteration 39Q: 3 clusters Score -8140807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 81857 members 
Entering Unmasked Estep 
Score: -8140805.000000 Penalty: 3689.458984
	Iteration 40F: 3 clusters Score -8140805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 107734 members 
Mstep: Class 3 contains 8879 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 13775 members 
Mstep: Class 7 contains 101912 members 
Mstep: Class 8 contains 133546 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 12880 members 
Mstep: Class 12 contains 9071 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 81857 members 
Mstep: Class 19 contains 6315 members 
Entering Unmasked Estep 
Score: -52355296.000000 Penalty: 36601.074219
Splitting cluster 10 changes total score from -52337576.000000 to -52355296.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 11 (12880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Entering Unmasked Estep 
Score: -1145334.125000 Penalty: 1537.807617
	Iteration 0F: 2 clusters Score -1145334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1136473.250000 Penalty: 3075.615234
	Iteration 0F: 3 clusters Score -1136473 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1139456.125000 Penalty: 3075.615234
	Iteration 1F: 3 clusters Score -1139456 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1139857.125000 Penalty: 3075.615234
	Iteration 2F: 3 clusters Score -1139857 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1140324.500000 Penalty: 3075.615234
	Iteration 3F: 3 clusters Score -1140324 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1140940.500000 Penalty: 3075.615234
	Iteration 4F: 3 clusters Score -1140940 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1141641.125000 Penalty: 3075.615234
	Iteration 5F: 3 clusters Score -1141641 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1142372.750000 Penalty: 3075.615234
	Iteration 6F: 3 clusters Score -1142373 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1143065.750000 Penalty: 3075.615234
	Iteration 7F: 3 clusters Score -1143066 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1143639.750000 Penalty: 3075.615234
	Iteration 8F: 3 clusters Score -1143640 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1144103.500000 Penalty: 3075.615234
	Iteration 9Q: 3 clusters Score -1144104 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1144425.500000 Penalty: 3075.615234
	Iteration 10Q: 3 clusters Score -1144426 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1144623.625000 Penalty: 3075.615234
	Iteration 11Q: 3 clusters Score -1144624 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1144789.750000 Penalty: 3075.615234
	Iteration 12Q: 3 clusters Score -1144790 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1144909.500000 Penalty: 3075.615234
	Iteration 13Q: 3 clusters Score -1144910 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1145001.375000 Penalty: 3075.615234
	Iteration 14Q: 3 clusters Score -1145001 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1145094.125000 Penalty: 3075.615234
	Iteration 15Q: 3 clusters Score -1145094 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1145179.125000 Penalty: 3075.615234
	Iteration 16Q: 3 clusters Score -1145179 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1145247.125000 Penalty: 3075.615234
	Iteration 17Q: 3 clusters Score -1145247 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1145300.875000 Penalty: 3075.615234
	Iteration 18Q: 3 clusters Score -1145301 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1145343.625000 Penalty: 3075.615234
	Iteration 19Q: 3 clusters Score -1145344 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1145389.625000 Penalty: 3075.615234
	Iteration 20F: 3 clusters Score -1145390 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1145443.250000 Penalty: 3075.615234
	Iteration 21Q: 3 clusters Score -1145443 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1145492.750000 Penalty: 3075.615234
	Iteration 22Q: 3 clusters Score -1145493 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1145526.000000 Penalty: 3075.615234
	Iteration 23Q: 3 clusters Score -1145526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1145570.000000 Penalty: 3075.615234
	Iteration 24Q: 3 clusters Score -1145570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1145611.500000 Penalty: 3075.615234
	Iteration 25Q: 3 clusters Score -1145612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1145644.375000 Penalty: 3075.615234
	Iteration 26Q: 3 clusters Score -1145644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1145678.875000 Penalty: 3075.615234
	Iteration 27Q: 3 clusters Score -1145679 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1145704.250000 Penalty: 3075.615234
	Iteration 28Q: 3 clusters Score -1145704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1145737.000000 Penalty: 3075.615234
	Iteration 29Q: 3 clusters Score -1145737 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1145753.875000 Penalty: 3075.615234
	Iteration 30Q: 3 clusters Score -1145754 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1145770.000000 Penalty: 3075.615234
	Iteration 31Q: 3 clusters Score -1145770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1145787.000000 Penalty: 3075.615234
	Iteration 32Q: 3 clusters Score -1145787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1145804.750000 Penalty: 3075.615234
	Iteration 33Q: 3 clusters Score -1145805 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1145817.500000 Penalty: 3075.615234
	Iteration 34Q: 3 clusters Score -1145818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1145832.500000 Penalty: 3075.615234
	Iteration 35Q: 3 clusters Score -1145832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1145842.375000 Penalty: 3075.615234
	Iteration 36Q: 3 clusters Score -1145842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1145850.250000 Penalty: 3075.615234
	Iteration 37Q: 3 clusters Score -1145850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1145854.125000 Penalty: 3075.615234
	Iteration 38Q: 3 clusters Score -1145854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1145860.500000 Penalty: 3075.615234
	Iteration 39Q: 3 clusters Score -1145860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1145861.000000 Penalty: 3075.615234
	Iteration 40F: 3 clusters Score -1145861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1145862.125000 Penalty: 3075.615234
	Iteration 41Q: 3 clusters Score -1145862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1145864.500000 Penalty: 3075.615234
	Iteration 42Q: 3 clusters Score -1145864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1145865.625000 Penalty: 3075.615234
	Iteration 43Q: 3 clusters Score -1145866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1145864.625000 Penalty: 3075.615234
	Iteration 44Q: 3 clusters Score -1145865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1145870.125000 Penalty: 3075.615234
	Iteration 45Q: 3 clusters Score -1145870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1145869.625000 Penalty: 3075.615234
	Iteration 46Q: 3 clusters Score -1145870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1145870.000000 Penalty: 3075.615234
	Iteration 47Q: 3 clusters Score -1145870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1145871.000000 Penalty: 3075.615234
	Iteration 48Q: 3 clusters Score -1145871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1145874.750000 Penalty: 3075.615234
	Iteration 49Q: 3 clusters Score -1145875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1145874.875000 Penalty: 3075.615234
	Iteration 50Q: 3 clusters Score -1145875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1145876.125000 Penalty: 3075.615234
	Iteration 51Q: 3 clusters Score -1145876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1145875.125000 Penalty: 3075.615234
	Iteration 52Q: 3 clusters Score -1145875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1145874.375000 Penalty: 3075.615234
	Iteration 53Q: 3 clusters Score -1145874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1145874.125000 Penalty: 3075.615234
	Iteration 54Q: 3 clusters Score -1145874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1145874.125000 Penalty: 3075.615234
	Iteration 55F: 3 clusters Score -1145874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 107734 members 
Mstep: Class 3 contains 8879 members 
Mstep: Class 4 contains 29451 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 13775 members 
Mstep: Class 7 contains 101912 members 
Mstep: Class 8 contains 133546 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 6443 members 
Mstep: Class 12 contains 9071 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 16 contains 81857 members 
Mstep: Class 17 contains 6437 members 
Mstep: Class 19 contains 6315 members 
Entering Unmasked Estep 
Score: -52355152.000000 Penalty: 38754.078125
Splitting cluster 11 changes total score from -52337576.000000 to -52355152.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 13 (6571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Entering Unmasked Estep 
Score: -576871.750000 Penalty: 1428.443481
	Iteration 0F: 2 clusters Score -576871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -571943.250000 Penalty: 2856.886963
	Iteration 0F: 3 clusters Score -571943.2 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -573404.187500 Penalty: 2856.886963
	Iteration 1F: 3 clusters Score -573404.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -573626.500000 Penalty: 2856.886963
	Iteration 2F: 3 clusters Score -573626.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -573834.687500 Penalty: 2856.886963
	Iteration 3F: 3 clusters Score -573834.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -574120.250000 Penalty: 2856.886963
	Iteration 4F: 3 clusters Score -574120.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -574487.750000 Penalty: 2856.886963
	Iteration 5F: 3 clusters Score -574487.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -574902.000000 Penalty: 2856.886963
	Iteration 6F: 3 clusters Score -574902 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -575300.687500 Penalty: 2856.886963
	Iteration 7F: 3 clusters Score -575300.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -575637.750000 Penalty: 2856.886963
	Iteration 8F: 3 clusters Score -575637.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -575842.687500 Penalty: 2856.886963
	Iteration 9Q: 3 clusters Score -575842.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -575965.562500 Penalty: 2856.886963
	Iteration 10Q: 3 clusters Score -575965.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -576036.562500 Penalty: 2856.886963
	Iteration 11Q: 3 clusters Score -576036.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -576083.812500 Penalty: 2856.886963
	Iteration 12Q: 3 clusters Score -576083.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -576116.562500 Penalty: 2856.886963
	Iteration 13Q: 3 clusters Score -576116.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -576138.437500 Penalty: 2856.886963
	Iteration 14Q: 3 clusters Score -576138.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -576158.250000 Penalty: 2856.886963
	Iteration 15Q: 3 clusters Score -576158.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -576178.812500 Penalty: 2856.886963
	Iteration 16Q: 3 clusters Score -576178.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -576193.562500 Penalty: 2856.886963
	Iteration 17Q: 3 clusters Score -576193.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -576203.500000 Penalty: 2856.886963
	Iteration 18Q: 3 clusters Score -576203.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -576215.750000 Penalty: 2856.886963
	Iteration 19Q: 3 clusters Score -576215.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -576237.000000 Penalty: 2856.886963
	Iteration 20F: 3 clusters Score -576237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -576268.500000 Penalty: 2856.886963
	Iteration 21Q: 3 clusters Score -576268.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -576308.875000 Penalty: 2856.886963
	Iteration 22Q: 3 clusters Score -576308.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -576354.812500 Penalty: 2856.886963
	Iteration 23Q: 3 clusters Score -576354.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -576397.125000 Penalty: 2856.886963
	Iteration 24Q: 3 clusters Score -576397.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -576441.125000 Penalty: 2856.886963
	Iteration 25Q: 3 clusters Score -576441.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -576471.625000 Penalty: 2856.886963
	Iteration 26Q: 3 clusters Score -576471.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -576493.437500 Penalty: 2856.886963
	Iteration 27Q: 3 clusters Score -576493.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -576508.812500 Penalty: 2856.886963
	Iteration 28Q: 3 clusters Score -576508.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -576515.875000 Penalty: 2856.886963
	Iteration 29Q: 3 clusters Score -576515.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -576522.250000 Penalty: 2856.886963
	Iteration 30Q: 3 clusters Score -576522.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -576528.312500 Penalty: 2856.886963
	Iteration 31Q: 3 clusters Score -576528.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -576533.812500 Penalty: 2856.886963
	Iteration 32Q: 3 clusters Score -576533.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -576535.000000 Penalty: 2856.886963
	Iteration 33Q: 3 clusters Score -576535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -576536.125000 Penalty: 2856.886963
	Iteration 34Q: 3 clusters Score -576536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -576536.625000 Penalty: 2856.886963
	Iteration 35Q: 3 clusters Score -576536.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -576539.000000 Penalty: 2856.886963
	Iteration 36Q: 3 clusters Score -576539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -576539.125000 Penalty: 2856.886963
	Iteration 37Q: 3 clusters Score -576539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -576539.437500 Penalty: 2856.886963
	Iteration 38Q: 3 clusters Score -576539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -576539.437500 Penalty: 2856.886963
	Iteration 39Q: 3 clusters Score -576539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -576539.062500 Penalty: 2856.886963
	Iteration 40F: 3 clusters Score -576539.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Entering Unmasked Estep 
Score: -251983.875000 Penalty: 1298.468750
	Iteration 0F: 2 clusters Score -251983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -249351.703125 Penalty: 2596.937500
	Iteration 0F: 3 clusters Score -249351.7 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -250054.812500 Penalty: 2596.937500
	Iteration 1F: 3 clusters Score -250054.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -250272.468750 Penalty: 2596.937500
	Iteration 2F: 3 clusters Score -250272.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -250490.578125 Penalty: 2596.937500
	Iteration 3F: 3 clusters Score -250490.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -250742.218750 Penalty: 2596.937500
	Iteration 4F: 3 clusters Score -250742.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -251020.609375 Penalty: 2596.937500
	Iteration 5F: 3 clusters Score -251020.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -251248.250000 Penalty: 2596.937500
	Iteration 6F: 3 clusters Score -251248.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -251401.015625 Penalty: 2596.937500
	Iteration 7Q: 3 clusters Score -251401 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -251540.687500 Penalty: 2596.937500
	Iteration 8Q: 3 clusters Score -251540.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -251611.562500 Penalty: 2596.937500
	Iteration 9Q: 3 clusters Score -251611.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -251645.484375 Penalty: 2596.937500
	Iteration 10Q: 3 clusters Score -251645.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -251667.609375 Penalty: 2596.937500
	Iteration 11Q: 3 clusters Score -251667.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -251681.468750 Penalty: 2596.937500
	Iteration 12Q: 3 clusters Score -251681.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -251690.453125 Penalty: 2596.937500
	Iteration 13Q: 3 clusters Score -251690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -251695.046875 Penalty: 2596.937500
	Iteration 14Q: 3 clusters Score -251695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -251698.671875 Penalty: 2596.937500
	Iteration 15Q: 3 clusters Score -251698.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -251699.218750 Penalty: 2596.937500
	Iteration 16Q: 3 clusters Score -251699.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -251700.062500 Penalty: 2596.937500
	Iteration 17Q: 3 clusters Score -251700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -251700.609375 Penalty: 2596.937500
	Iteration 18Q: 3 clusters Score -251700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -251702.453125 Penalty: 2596.937500
	Iteration 19Q: 3 clusters Score -251702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -251702.140625 Penalty: 2596.937500
	Iteration 20F: 3 clusters Score -251702.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Entering Unmasked Estep 
Score: -692027.062500 Penalty: 1451.891846
	Iteration 0F: 2 clusters Score -692027.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -686399.125000 Penalty: 2903.783691
	Iteration 0F: 3 clusters Score -686399.1 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -688193.500000 Penalty: 2903.783691
	Iteration 1F: 3 clusters Score -688193.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -688492.562500 Penalty: 2903.783691
	Iteration 2F: 3 clusters Score -688492.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -688772.375000 Penalty: 2903.783691
	Iteration 3F: 3 clusters Score -688772.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -689076.437500 Penalty: 2903.783691
	Iteration 4F: 3 clusters Score -689076.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -689438.812500 Penalty: 2903.783691
	Iteration 5F: 3 clusters Score -689438.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -689755.562500 Penalty: 2903.783691
	Iteration 6F: 3 clusters Score -689755.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -690005.125000 Penalty: 2903.783691
	Iteration 7Q: 3 clusters Score -690005.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -690231.250000 Penalty: 2903.783691
	Iteration 8Q: 3 clusters Score -690231.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -690421.812500 Penalty: 2903.783691
	Iteration 9Q: 3 clusters Score -690421.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -690588.375000 Penalty: 2903.783691
	Iteration 10Q: 3 clusters Score -690588.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -690723.500000 Penalty: 2903.783691
	Iteration 11Q: 3 clusters Score -690723.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -690837.312500 Penalty: 2903.783691
	Iteration 12Q: 3 clusters Score -690837.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -690926.125000 Penalty: 2903.783691
	Iteration 13Q: 3 clusters Score -690926.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -690998.187500 Penalty: 2903.783691
	Iteration 14Q: 3 clusters Score -690998.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -691051.875000 Penalty: 2903.783691
	Iteration 15Q: 3 clusters Score -691051.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -691100.312500 Penalty: 2903.783691
	Iteration 16Q: 3 clusters Score -691100.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -691139.312500 Penalty: 2903.783691
	Iteration 17Q: 3 clusters Score -691139.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -691160.000000 Penalty: 2903.783691
	Iteration 18Q: 3 clusters Score -691160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -691168.437500 Penalty: 2903.783691
	Iteration 19Q: 3 clusters Score -691168.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -691178.625000 Penalty: 2903.783691
	Iteration 20F: 3 clusters Score -691178.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -691191.437500 Penalty: 2903.783691
	Iteration 21Q: 3 clusters Score -691191.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -691203.750000 Penalty: 2903.783691
	Iteration 22Q: 3 clusters Score -691203.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -691210.312500 Penalty: 2903.783691
	Iteration 23Q: 3 clusters Score -691210.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -691212.250000 Penalty: 2903.783691
	Iteration 24Q: 3 clusters Score -691212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -691215.875000 Penalty: 2903.783691
	Iteration 25Q: 3 clusters Score -691215.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -691218.187500 Penalty: 2903.783691
	Iteration 26Q: 3 clusters Score -691218.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -691220.500000 Penalty: 2903.783691
	Iteration 27Q: 3 clusters Score -691220.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -691225.187500 Penalty: 2903.783691
	Iteration 28Q: 3 clusters Score -691225.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -691227.000000 Penalty: 2903.783691
	Iteration 29Q: 3 clusters Score -691227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -691227.500000 Penalty: 2903.783691
	Iteration 30Q: 3 clusters Score -691227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -691227.875000 Penalty: 2903.783691
	Iteration 31Q: 3 clusters Score -691227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -691227.812500 Penalty: 2903.783691
	Iteration 32Q: 3 clusters Score -691227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -691228.812500 Penalty: 2903.783691
	Iteration 33Q: 3 clusters Score -691228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -691229.187500 Penalty: 2903.783691
	Iteration 34Q: 3 clusters Score -691229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -691229.125000 Penalty: 2903.783691
	Iteration 35Q: 3 clusters Score -691229.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -691229.125000 Penalty: 2903.783691
	Iteration 36F: 3 clusters Score -691229.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Entering Unmasked Estep 
Score: -599034.375000 Penalty: 1421.985962
	Iteration 0F: 2 clusters Score -599034.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -594219.812500 Penalty: 2843.971924
	Iteration 0F: 3 clusters Score -594219.8 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -595592.437500 Penalty: 2843.971924
	Iteration 1F: 3 clusters Score -595592.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -595791.937500 Penalty: 2843.971924
	Iteration 2F: 3 clusters Score -595791.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -595948.437500 Penalty: 2843.971924
	Iteration 3F: 3 clusters Score -595948.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -596066.687500 Penalty: 2843.971924
	Iteration 4Q: 3 clusters Score -596066.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -596165.187500 Penalty: 2843.971924
	Iteration 5Q: 3 clusters Score -596165.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -596248.250000 Penalty: 2843.971924
	Iteration 6Q: 3 clusters Score -596248.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -596322.750000 Penalty: 2843.971924
	Iteration 7Q: 3 clusters Score -596322.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -596393.187500 Penalty: 2843.971924
	Iteration 8Q: 3 clusters Score -596393.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -596485.625000 Penalty: 2843.971924
	Iteration 9Q: 3 clusters Score -596485.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -596617.187500 Penalty: 2843.971924
	Iteration 10Q: 3 clusters Score -596617.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -596772.875000 Penalty: 2843.971924
	Iteration 11Q: 3 clusters Score -596772.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -596925.062500 Penalty: 2843.971924
	Iteration 12Q: 3 clusters Score -596925.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -597064.937500 Penalty: 2843.971924
	Iteration 13Q: 3 clusters Score -597064.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -597204.562500 Penalty: 2843.971924
	Iteration 14Q: 3 clusters Score -597204.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -597317.812500 Penalty: 2843.971924
	Iteration 15Q: 3 clusters Score -597317.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -597393.125000 Penalty: 2843.971924
	Iteration 16Q: 3 clusters Score -597393.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -597467.000000 Penalty: 2843.971924
	Iteration 17Q: 3 clusters Score -597467 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -597530.375000 Penalty: 2843.971924
	Iteration 18Q: 3 clusters Score -597530.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -597580.187500 Penalty: 2843.971924
	Iteration 19Q: 3 clusters Score -597580.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -597617.375000 Penalty: 2843.971924
	Iteration 20F: 3 clusters Score -597617.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -597650.875000 Penalty: 2843.971924
	Iteration 21Q: 3 clusters Score -597650.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -597685.750000 Penalty: 2843.971924
	Iteration 22Q: 3 clusters Score -597685.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -597710.562500 Penalty: 2843.971924
	Iteration 23Q: 3 clusters Score -597710.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -597729.500000 Penalty: 2843.971924
	Iteration 24Q: 3 clusters Score -597729.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -597741.937500 Penalty: 2843.971924
	Iteration 25Q: 3 clusters Score -597741.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -597755.687500 Penalty: 2843.971924
	Iteration 26Q: 3 clusters Score -597755.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -597763.312500 Penalty: 2843.971924
	Iteration 27Q: 3 clusters Score -597763.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -597769.062500 Penalty: 2843.971924
	Iteration 28Q: 3 clusters Score -597769.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -597776.500000 Penalty: 2843.971924
	Iteration 29Q: 3 clusters Score -597776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -597780.812500 Penalty: 2843.971924
	Iteration 30Q: 3 clusters Score -597780.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -597783.000000 Penalty: 2843.971924
	Iteration 31Q: 3 clusters Score -597783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -597785.312500 Penalty: 2843.971924
	Iteration 32Q: 3 clusters Score -597785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -597787.000000 Penalty: 2843.971924
	Iteration 33Q: 3 clusters Score -597787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -597787.000000 Penalty: 2843.971924
	Iteration 34F: 3 clusters Score -597787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 107734 members 
Mstep: Class 3 contains 8879 members 
Mstep: Class 5 contains 981 members 
Mstep: Class 6 contains 13775 members 
Mstep: Class 7 contains 101912 members 
Mstep: Class 8 contains 133546 members 
Mstep: Class 9 contains 11929 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 11 contains 6443 members 
Mstep: Class 13 contains 6571 members 
Mstep: Class 14 contains 2953 members 
Mstep: Class 15 contains 7591 members 
Mstep: Class 19 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52359200.000000 Penalty: 38754.078125
Iteration 39Q: 19 clusters Score -5.23592e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 109458 members 
Mstep: Class 3 contains 8662 members 
Mstep: Class 4 contains 28645 members 
Mstep: Class 5 contains 984 members 
Mstep: Class 6 contains 13608 members 
Mstep: Class 7 contains 102191 members 
Mstep: Class 8 contains 135812 members 
Mstep: Class 9 contains 10186 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 11 contains 6369 members 
Mstep: Class 12 contains 8887 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 3060 members 
Mstep: Class 15 contains 7514 members 
Mstep: Class 16 contains 81137 members 
Mstep: Class 17 contains 5813 members 
Mstep: Class 19 contains 6333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366676.000000 Penalty: 38754.078125
Iteration 40F: 19 clusters Score -5.236668e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 108730 members 
Mstep: Class 3 contains 8706 members 
Mstep: Class 4 contains 29335 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 13393 members 
Mstep: Class 7 contains 102181 members 
Mstep: Class 8 contains 137952 members 
Mstep: Class 9 contains 8465 members 
Mstep: Class 10 contains 4105 members 
Mstep: Class 11 contains 6272 members 
Mstep: Class 12 contains 9325 members 
Mstep: Class 13 contains 6309 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 15 contains 7328 members 
Mstep: Class 16 contains 80944 members 
Mstep: Class 17 contains 5713 members 
Mstep: Class 19 contains 6261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52370100.000000 Penalty: 38754.078125
Iteration 41Q: 19 clusters Score -5.23701e+07 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 108483 members 
Mstep: Class 3 contains 8537 members 
Mstep: Class 4 contains 29823 members 
Mstep: Class 5 contains 948 members 
Mstep: Class 6 contains 13184 members 
Mstep: Class 7 contains 102203 members 
Mstep: Class 8 contains 140024 members 
Mstep: Class 9 contains 6801 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 9559 members 
Mstep: Class 13 contains 6141 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 15 contains 7108 members 
Mstep: Class 16 contains 80725 members 
Mstep: Class 17 contains 5602 members 
Mstep: Class 19 contains 6184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371792.000000 Penalty: 38754.078125
Iteration 42Q: 19 clusters Score -5.237179e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 108328 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 30169 members 
Mstep: Class 5 contains 953 members 
Mstep: Class 6 contains 13014 members 
Mstep: Class 7 contains 102217 members 
Mstep: Class 8 contains 142013 members 
Mstep: Class 9 contains 5231 members 
Mstep: Class 10 contains 4688 members 
Mstep: Class 11 contains 6232 members 
Mstep: Class 12 contains 9729 members 
Mstep: Class 13 contains 6001 members 
Mstep: Class 14 contains 3713 members 
Mstep: Class 15 contains 6831 members 
Mstep: Class 16 contains 80524 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 19 contains 6132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373536.000000 Penalty: 38754.078125
Iteration 43Q: 19 clusters Score -5.237354e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 108240 members 
Mstep: Class 3 contains 8357 members 
Mstep: Class 4 contains 30404 members 
Mstep: Class 5 contains 951 members 
Mstep: Class 6 contains 12855 members 
Mstep: Class 7 contains 102244 members 
Mstep: Class 8 contains 143769 members 
Mstep: Class 9 contains 3876 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 6228 members 
Mstep: Class 12 contains 9854 members 
Mstep: Class 13 contains 5879 members 
Mstep: Class 14 contains 3851 members 
Mstep: Class 15 contains 6560 members 
Mstep: Class 16 contains 80361 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 19 contains 6103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52374728.000000 Penalty: 38754.078125
Iteration 44Q: 19 clusters Score -5.237473e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 108191 members 
Mstep: Class 3 contains 8325 members 
Mstep: Class 4 contains 30580 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 12726 members 
Mstep: Class 7 contains 102285 members 
Mstep: Class 8 contains 145190 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 11 contains 6214 members 
Mstep: Class 12 contains 9931 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 3955 members 
Mstep: Class 15 contains 6314 members 
Mstep: Class 16 contains 80219 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 19 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2113.513672 but Gain 2153.003906
Score: -52375600.000000 Penalty: 36601.074219
Iteration 45Q: 18 clusters Score -5.23756e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 108186 members 
Mstep: Class 3 contains 8287 members 
Mstep: Class 4 contains 30696 members 
Mstep: Class 5 contains 961 members 
Mstep: Class 6 contains 12625 members 
Mstep: Class 7 contains 102323 members 
Mstep: Class 8 contains 148193 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 6216 members 
Mstep: Class 12 contains 9978 members 
Mstep: Class 13 contains 5735 members 
Mstep: Class 14 contains 4036 members 
Mstep: Class 15 contains 6182 members 
Mstep: Class 16 contains 80116 members 
Mstep: Class 17 contains 5273 members 
Mstep: Class 19 contains 6041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52378872.000000 Penalty: 36601.074219
Iteration 46Q: 18 clusters Score -5.237887e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 108188 members 
Mstep: Class 3 contains 8263 members 
Mstep: Class 4 contains 30784 members 
Mstep: Class 5 contains 971 members 
Mstep: Class 6 contains 12549 members 
Mstep: Class 7 contains 102381 members 
Mstep: Class 8 contains 148518 members 
Mstep: Class 10 contains 5557 members 
Mstep: Class 11 contains 6231 members 
Mstep: Class 12 contains 10003 members 
Mstep: Class 13 contains 5698 members 
Mstep: Class 14 contains 4100 members 
Mstep: Class 15 contains 5893 members 
Mstep: Class 16 contains 80018 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 19 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379156.000000 Penalty: 36601.074219
Iteration 47Q: 18 clusters Score -5.237916e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 108200 members 
Mstep: Class 3 contains 8241 members 
Mstep: Class 4 contains 30844 members 
Mstep: Class 5 contains 980 members 
Mstep: Class 6 contains 12485 members 
Mstep: Class 7 contains 102435 members 
Mstep: Class 8 contains 148740 members 
Mstep: Class 10 contains 5696 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 10024 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 5701 members 
Mstep: Class 16 contains 79933 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 19 contains 5971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379308.000000 Penalty: 36601.074219
Iteration 48Q: 18 clusters Score -5.237931e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 108217 members 
Mstep: Class 3 contains 8217 members 
Mstep: Class 4 contains 30899 members 
Mstep: Class 5 contains 977 members 
Mstep: Class 6 contains 12427 members 
Mstep: Class 7 contains 102481 members 
Mstep: Class 8 contains 148893 members 
Mstep: Class 10 contains 5829 members 
Mstep: Class 11 contains 6255 members 
Mstep: Class 12 contains 10041 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 4231 members 
Mstep: Class 15 contains 5586 members 
Mstep: Class 16 contains 79856 members 
Mstep: Class 17 contains 5059 members 
Mstep: Class 19 contains 5940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379440.000000 Penalty: 36601.074219
Iteration 49Q: 18 clusters Score -5.237944e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 108246 members 
Mstep: Class 3 contains 8200 members 
Mstep: Class 4 contains 30934 members 
Mstep: Class 5 contains 975 members 
Mstep: Class 6 contains 12377 members 
Mstep: Class 7 contains 102521 members 
Mstep: Class 8 contains 149009 members 
Mstep: Class 10 contains 5940 members 
Mstep: Class 11 contains 6271 members 
Mstep: Class 12 contains 10063 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 4292 members 
Mstep: Class 15 contains 5498 members 
Mstep: Class 16 contains 79790 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 19 contains 5912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379496.000000 Penalty: 36601.074219
Iteration 50Q: 18 clusters Score -5.23795e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 108283 members 
Mstep: Class 3 contains 8186 members 
Mstep: Class 4 contains 30966 members 
Mstep: Class 5 contains 976 members 
Mstep: Class 6 contains 12332 members 
Mstep: Class 7 contains 102574 members 
Mstep: Class 8 contains 149084 members 
Mstep: Class 10 contains 6029 members 
Mstep: Class 11 contains 6289 members 
Mstep: Class 12 contains 10075 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 79735 members 
Mstep: Class 17 contains 4906 members 
Mstep: Class 19 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379428.000000 Penalty: 36601.074219
Iteration 51Q: 18 clusters Score -5.237943e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 108303 members 
Mstep: Class 3 contains 8179 members 
Mstep: Class 4 contains 30990 members 
Mstep: Class 5 contains 985 members 
Mstep: Class 6 contains 12303 members 
Mstep: Class 7 contains 102613 members 
Mstep: Class 8 contains 149135 members 
Mstep: Class 10 contains 6113 members 
Mstep: Class 11 contains 6316 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 4379 members 
Mstep: Class 15 contains 5379 members 
Mstep: Class 16 contains 79684 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 19 contains 5848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379440.000000 Penalty: 36601.074219
Iteration 52Q: 18 clusters Score -5.237944e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 108317 members 
Mstep: Class 3 contains 8173 members 
Mstep: Class 4 contains 31008 members 
Mstep: Class 5 contains 993 members 
Mstep: Class 6 contains 12283 members 
Mstep: Class 7 contains 102641 members 
Mstep: Class 8 contains 149178 members 
Mstep: Class 10 contains 6180 members 
Mstep: Class 11 contains 6335 members 
Mstep: Class 12 contains 10070 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 4413 members 
Mstep: Class 15 contains 5340 members 
Mstep: Class 16 contains 79649 members 
Mstep: Class 17 contains 4804 members 
Mstep: Class 19 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379412.000000 Penalty: 36601.074219
Iteration 53Q: 18 clusters Score -5.237941e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 108310 members 
Mstep: Class 3 contains 8167 members 
Mstep: Class 4 contains 31033 members 
Mstep: Class 5 contains 1008 members 
Mstep: Class 6 contains 12266 members 
Mstep: Class 7 contains 102673 members 
Mstep: Class 8 contains 149216 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 6353 members 
Mstep: Class 12 contains 10076 members 
Mstep: Class 13 contains 5660 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 5306 members 
Mstep: Class 16 contains 79603 members 
Mstep: Class 17 contains 4768 members 
Mstep: Class 19 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379536.000000 Penalty: 36601.074219
Iteration 54Q: 18 clusters Score -5.237954e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 108298 members 
Mstep: Class 3 contains 8163 members 
Mstep: Class 4 contains 31049 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 12255 members 
Mstep: Class 7 contains 102708 members 
Mstep: Class 8 contains 149245 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 6372 members 
Mstep: Class 12 contains 10080 members 
Mstep: Class 13 contains 5656 members 
Mstep: Class 14 contains 4457 members 
Mstep: Class 15 contains 5282 members 
Mstep: Class 16 contains 79572 members 
Mstep: Class 17 contains 4734 members 
Mstep: Class 19 contains 5785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379536.000000 Penalty: 36601.074219
Iteration 55Q: 18 clusters Score -5.237954e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 108282 members 
Mstep: Class 3 contains 8160 members 
Mstep: Class 4 contains 31058 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 12248 members 
Mstep: Class 7 contains 102749 members 
Mstep: Class 8 contains 149270 members 
Mstep: Class 10 contains 6350 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 10085 members 
Mstep: Class 13 contains 5652 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 79548 members 
Mstep: Class 17 contains 4704 members 
Mstep: Class 19 contains 5751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379428.000000 Penalty: 36601.074219
Iteration 56Q: 18 clusters Score -5.237943e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 108262 members 
Mstep: Class 3 contains 8158 members 
Mstep: Class 4 contains 31067 members 
Mstep: Class 5 contains 1031 members 
Mstep: Class 6 contains 12242 members 
Mstep: Class 7 contains 102783 members 
Mstep: Class 8 contains 149284 members 
Mstep: Class 10 contains 6374 members 
Mstep: Class 11 contains 6403 members 
Mstep: Class 12 contains 10091 members 
Mstep: Class 13 contains 5648 members 
Mstep: Class 14 contains 4486 members 
Mstep: Class 15 contains 5258 members 
Mstep: Class 16 contains 79544 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 19 contains 5723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379480.000000 Penalty: 36601.074219
Iteration 57Q: 18 clusters Score -5.237948e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 108244 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 31076 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 12236 members 
Mstep: Class 7 contains 102826 members 
Mstep: Class 8 contains 149299 members 
Mstep: Class 10 contains 6397 members 
Mstep: Class 11 contains 6416 members 
Mstep: Class 12 contains 10104 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 4497 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 79533 members 
Mstep: Class 17 contains 4654 members 
Mstep: Class 19 contains 5687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379428.000000 Penalty: 36601.074219
Iteration 58Q: 18 clusters Score -5.237943e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 108230 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 31085 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 12235 members 
Mstep: Class 7 contains 102860 members 
Mstep: Class 8 contains 149317 members 
Mstep: Class 10 contains 6409 members 
Mstep: Class 11 contains 6420 members 
Mstep: Class 12 contains 10111 members 
Mstep: Class 13 contains 5640 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 79520 members 
Mstep: Class 17 contains 4638 members 
Mstep: Class 19 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379512.000000 Penalty: 36601.074219
Iteration 59Q: 18 clusters Score -5.237951e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 108225 members 
Mstep: Class 3 contains 8157 members 
Mstep: Class 4 contains 31093 members 
Mstep: Class 5 contains 1037 members 
Mstep: Class 6 contains 12230 members 
Mstep: Class 7 contains 102899 members 
Mstep: Class 8 contains 149330 members 
Mstep: Class 10 contains 6425 members 
Mstep: Class 11 contains 6420 members 
Mstep: Class 12 contains 10117 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 4528 members 
Mstep: Class 15 contains 5231 members 
Mstep: Class 16 contains 79504 members 
Mstep: Class 17 contains 4630 members 
Mstep: Class 19 contains 5623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379472.000000 Penalty: 36601.074219
Iteration 60F: 18 clusters Score -5.237947e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 108219 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 31100 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 12225 members 
Mstep: Class 7 contains 102940 members 
Mstep: Class 8 contains 149342 members 
Mstep: Class 10 contains 6446 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 12 contains 10125 members 
Mstep: Class 13 contains 5622 members 
Mstep: Class 14 contains 4537 members 
Mstep: Class 15 contains 5227 members 
Mstep: Class 16 contains 79490 members 
Mstep: Class 17 contains 4622 members 
Mstep: Class 19 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379392.000000 Penalty: 36601.074219
Iteration 61Q: 18 clusters Score -5.237939e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 108211 members 
Mstep: Class 3 contains 8154 members 
Mstep: Class 4 contains 31108 members 
Mstep: Class 5 contains 1039 members 
Mstep: Class 6 contains 12220 members 
Mstep: Class 7 contains 102971 members 
Mstep: Class 8 contains 149351 members 
Mstep: Class 10 contains 6457 members 
Mstep: Class 11 contains 6435 members 
Mstep: Class 12 contains 10133 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 4544 members 
Mstep: Class 15 contains 5221 members 
Mstep: Class 16 contains 79474 members 
Mstep: Class 17 contains 4608 members 
Mstep: Class 19 contains 5559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379356.000000 Penalty: 36601.074219
Iteration 62Q: 18 clusters Score -5.237936e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 108206 members 
Mstep: Class 3 contains 8154 members 
Mstep: Class 4 contains 31115 members 
Mstep: Class 5 contains 1040 members 
Mstep: Class 6 contains 12216 members 
Mstep: Class 7 contains 102992 members 
Mstep: Class 8 contains 149360 members 
Mstep: Class 10 contains 6468 members 
Mstep: Class 11 contains 6443 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 5214 members 
Mstep: Class 16 contains 79460 members 
Mstep: Class 17 contains 4599 members 
Mstep: Class 19 contains 5536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379396.000000 Penalty: 36601.074219
Iteration 63Q: 18 clusters Score -5.23794e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 108198 members 
Mstep: Class 3 contains 8152 members 
Mstep: Class 4 contains 31121 members 
Mstep: Class 5 contains 1043 members 
Mstep: Class 6 contains 12212 members 
Mstep: Class 7 contains 103010 members 
Mstep: Class 8 contains 149371 members 
Mstep: Class 10 contains 6470 members 
Mstep: Class 11 contains 6455 members 
Mstep: Class 12 contains 10138 members 
Mstep: Class 13 contains 5613 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 5209 members 
Mstep: Class 16 contains 79454 members 
Mstep: Class 17 contains 4580 members 
Mstep: Class 19 contains 5517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379488.000000 Penalty: 36601.074219
Iteration 64Q: 18 clusters Score -5.237949e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 108200 members 
Mstep: Class 3 contains 8149 members 
Mstep: Class 4 contains 31123 members 
Mstep: Class 5 contains 1050 members 
Mstep: Class 6 contains 12205 members 
Mstep: Class 7 contains 103023 members 
Mstep: Class 8 contains 149385 members 
Mstep: Class 10 contains 6467 members 
Mstep: Class 11 contains 6466 members 
Mstep: Class 12 contains 10142 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 4577 members 
Mstep: Class 15 contains 5205 members 
Mstep: Class 16 contains 79449 members 
Mstep: Class 17 contains 4561 members 
Mstep: Class 19 contains 5505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379556.000000 Penalty: 36601.074219
Iteration 65Q: 18 clusters Score -5.237956e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 108199 members 
Mstep: Class 3 contains 8147 members 
Mstep: Class 4 contains 31126 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 12196 members 
Mstep: Class 7 contains 103026 members 
Mstep: Class 8 contains 149401 members 
Mstep: Class 10 contains 6475 members 
Mstep: Class 11 contains 6475 members 
Mstep: Class 12 contains 10142 members 
Mstep: Class 13 contains 5601 members 
Mstep: Class 14 contains 4593 members 
Mstep: Class 15 contains 5192 members 
Mstep: Class 16 contains 79441 members 
Mstep: Class 17 contains 4555 members 
Mstep: Class 19 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379484.000000 Penalty: 36601.074219
Iteration 66Q: 18 clusters Score -5.237948e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 108192 members 
Mstep: Class 3 contains 8147 members 
Mstep: Class 4 contains 31129 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 12192 members 
Mstep: Class 7 contains 103033 members 
Mstep: Class 8 contains 149411 members 
Mstep: Class 10 contains 6479 members 
Mstep: Class 11 contains 6487 members 
Mstep: Class 12 contains 10147 members 
Mstep: Class 13 contains 5596 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 5182 members 
Mstep: Class 16 contains 79438 members 
Mstep: Class 17 contains 4542 members 
Mstep: Class 19 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379512.000000 Penalty: 36601.074219
Iteration 67Q: 18 clusters Score -5.237951e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 108190 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 31131 members 
Mstep: Class 5 contains 1047 members 
Mstep: Class 6 contains 12188 members 
Mstep: Class 7 contains 103038 members 
Mstep: Class 8 contains 149420 members 
Mstep: Class 10 contains 6486 members 
Mstep: Class 11 contains 6507 members 
Mstep: Class 12 contains 10147 members 
Mstep: Class 13 contains 5593 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 5170 members 
Mstep: Class 16 contains 79430 members 
Mstep: Class 17 contains 4526 members 
Mstep: Class 19 contains 5494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379568.000000 Penalty: 36601.074219
Iteration 68Q: 18 clusters Score -5.237957e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 108193 members 
Mstep: Class 3 contains 8145 members 
Mstep: Class 4 contains 31132 members 
Mstep: Class 5 contains 1051 members 
Mstep: Class 6 contains 12182 members 
Mstep: Class 7 contains 103044 members 
Mstep: Class 8 contains 149436 members 
Mstep: Class 10 contains 6496 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 10146 members 
Mstep: Class 13 contains 5587 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 79427 members 
Mstep: Class 17 contains 4512 members 
Mstep: Class 19 contains 5488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379596.000000 Penalty: 36601.074219
Iteration 69Q: 18 clusters Score -5.23796e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 108197 members 
Mstep: Class 3 contains 8143 members 
Mstep: Class 4 contains 31133 members 
Mstep: Class 5 contains 1053 members 
Mstep: Class 6 contains 12172 members 
Mstep: Class 7 contains 103056 members 
Mstep: Class 8 contains 149441 members 
Mstep: Class 10 contains 6504 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 5583 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 5140 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 4496 members 
Mstep: Class 19 contains 5478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379548.000000 Penalty: 36601.074219
Iteration 70Q: 18 clusters Score -5.237955e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 108200 members 
Mstep: Class 3 contains 8142 members 
Mstep: Class 4 contains 31135 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 12160 members 
Mstep: Class 7 contains 103071 members 
Mstep: Class 8 contains 149449 members 
Mstep: Class 10 contains 6510 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 12 contains 10151 members 
Mstep: Class 13 contains 5579 members 
Mstep: Class 14 contains 4634 members 
Mstep: Class 15 contains 5128 members 
Mstep: Class 16 contains 79415 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 19 contains 5462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379532.000000 Penalty: 36601.074219
Iteration 71Q: 18 clusters Score -5.237953e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 108209 members 
Mstep: Class 3 contains 8142 members 
Mstep: Class 4 contains 31133 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 12150 members 
Mstep: Class 7 contains 103081 members 
Mstep: Class 8 contains 149450 members 
Mstep: Class 10 contains 6509 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 12 contains 10147 members 
Mstep: Class 13 contains 5579 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 5123 members 
Mstep: Class 16 contains 79412 members 
Mstep: Class 17 contains 4459 members 
Mstep: Class 19 contains 5451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379488.000000 Penalty: 36601.074219
Iteration 72Q: 18 clusters Score -5.237949e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 108223 members 
Mstep: Class 3 contains 8142 members 
Mstep: Class 4 contains 31132 members 
Mstep: Class 5 contains 1067 members 
Mstep: Class 6 contains 12142 members 
Mstep: Class 7 contains 103095 members 
Mstep: Class 8 contains 149455 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 6619 members 
Mstep: Class 12 contains 10143 members 
Mstep: Class 13 contains 5579 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 5115 members 
Mstep: Class 16 contains 79405 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 19 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379496.000000 Penalty: 36601.074219
Iteration 73Q: 18 clusters Score -5.23795e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 108232 members 
Mstep: Class 3 contains 8141 members 
Mstep: Class 4 contains 31136 members 
Mstep: Class 5 contains 1067 members 
Mstep: Class 6 contains 12131 members 
Mstep: Class 7 contains 103110 members 
Mstep: Class 8 contains 149458 members 
Mstep: Class 10 contains 6514 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 10146 members 
Mstep: Class 13 contains 5575 members 
Mstep: Class 14 contains 4648 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 79398 members 
Mstep: Class 17 contains 4418 members 
Mstep: Class 19 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379548.000000 Penalty: 36601.074219
Iteration 74Q: 18 clusters Score -5.237955e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 108238 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 31137 members 
Mstep: Class 5 contains 1068 members 
Mstep: Class 6 contains 12127 members 
Mstep: Class 7 contains 103126 members 
Mstep: Class 8 contains 149463 members 
Mstep: Class 10 contains 6513 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 10150 members 
Mstep: Class 13 contains 5572 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 15 contains 5112 members 
Mstep: Class 16 contains 79388 members 
Mstep: Class 17 contains 4397 members 
Mstep: Class 19 contains 5416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379544.000000 Penalty: 36601.074219
Iteration 75Q: 18 clusters Score -5.237954e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 108243 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 31138 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 12124 members 
Mstep: Class 7 contains 103144 members 
Mstep: Class 8 contains 149461 members 
Mstep: Class 10 contains 6514 members 
Mstep: Class 11 contains 6669 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 15 contains 5110 members 
Mstep: Class 16 contains 79378 members 
Mstep: Class 17 contains 4385 members 
Mstep: Class 19 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379568.000000 Penalty: 36601.074219
Iteration 76Q: 18 clusters Score -5.237957e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 108248 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 31140 members 
Mstep: Class 5 contains 1070 members 
Mstep: Class 6 contains 12118 members 
Mstep: Class 7 contains 103164 members 
Mstep: Class 8 contains 149460 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 4655 members 
Mstep: Class 15 contains 5108 members 
Mstep: Class 16 contains 79373 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 19 contains 5384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379580.000000 Penalty: 36601.074219
Iteration 77Q: 18 clusters Score -5.237958e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 108253 members 
Mstep: Class 3 contains 8140 members 
Mstep: Class 4 contains 31140 members 
Mstep: Class 5 contains 1070 members 
Mstep: Class 6 contains 12114 members 
Mstep: Class 7 contains 103174 members 
Mstep: Class 8 contains 149459 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 6699 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 5106 members 
Mstep: Class 16 contains 79367 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 19 contains 5376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379648.000000 Penalty: 36601.074219
Iteration 78Q: 18 clusters Score -5.237965e+07 nChanged 55
Entering ConstructFrom: 
Score: -52379648.000000 Penalty: 36601.074219
Entering ConstructFrom: 
Trying to split cluster 1 (26486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Entering Unmasked Estep 
Score: -2515576.500000 Penalty: 1654.960449
	Iteration 0F: 2 clusters Score -2515576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2497677.250000 Penalty: 3309.920898
	Iteration 0F: 3 clusters Score -2497677 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2504544.750000 Penalty: 3309.920898
	Iteration 1F: 3 clusters Score -2504545 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2505104.750000 Penalty: 3309.920898
	Iteration 2F: 3 clusters Score -2505105 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2505769.500000 Penalty: 3309.920898
	Iteration 3F: 3 clusters Score -2505770 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2506534.750000 Penalty: 3309.920898
	Iteration 4F: 3 clusters Score -2506535 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2507514.750000 Penalty: 3309.920898
	Iteration 5F: 3 clusters Score -2507515 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2508585.500000 Penalty: 3309.920898
	Iteration 6F: 3 clusters Score -2508586 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2509633.500000 Penalty: 3309.920898
	Iteration 7F: 3 clusters Score -2509634 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2510580.500000 Penalty: 3309.920898
	Iteration 8F: 3 clusters Score -2510580 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2511364.500000 Penalty: 3309.920898
	Iteration 9Q: 3 clusters Score -2511364 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2511975.500000 Penalty: 3309.920898
	Iteration 10Q: 3 clusters Score -2511976 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2512371.500000 Penalty: 3309.920898
	Iteration 11Q: 3 clusters Score -2512372 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -2512628.500000 Penalty: 3309.920898
	Iteration 12Q: 3 clusters Score -2512628 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2512779.250000 Penalty: 3309.920898
	Iteration 13Q: 3 clusters Score -2512779 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2512882.000000 Penalty: 3309.920898
	Iteration 14Q: 3 clusters Score -2512882 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2512957.750000 Penalty: 3309.920898
	Iteration 15Q: 3 clusters Score -2512958 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2512999.500000 Penalty: 3309.920898
	Iteration 16Q: 3 clusters Score -2513000 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2513031.250000 Penalty: 3309.920898
	Iteration 17Q: 3 clusters Score -2513031 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2513062.000000 Penalty: 3309.920898
	Iteration 18Q: 3 clusters Score -2513062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2513082.250000 Penalty: 3309.920898
	Iteration 19Q: 3 clusters Score -2513082 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2513102.250000 Penalty: 3309.920898
	Iteration 20F: 3 clusters Score -2513102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2513111.500000 Penalty: 3309.920898
	Iteration 21Q: 3 clusters Score -2513112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2513124.000000 Penalty: 3309.920898
	Iteration 22Q: 3 clusters Score -2513124 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2513125.750000 Penalty: 3309.920898
	Iteration 23Q: 3 clusters Score -2513126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2513140.750000 Penalty: 3309.920898
	Iteration 24Q: 3 clusters Score -2513141 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2513143.250000 Penalty: 3309.920898
	Iteration 25Q: 3 clusters Score -2513143 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2513150.000000 Penalty: 3309.920898
	Iteration 26Q: 3 clusters Score -2513150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2513157.500000 Penalty: 3309.920898
	Iteration 27Q: 3 clusters Score -2513158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2513164.000000 Penalty: 3309.920898
	Iteration 28Q: 3 clusters Score -2513164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2513174.500000 Penalty: 3309.920898
	Iteration 29Q: 3 clusters Score -2513174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2513177.500000 Penalty: 3309.920898
	Iteration 30Q: 3 clusters Score -2513178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2513179.000000 Penalty: 3309.920898
	Iteration 31Q: 3 clusters Score -2513179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2513180.250000 Penalty: 3309.920898
	Iteration 32Q: 3 clusters Score -2513180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2513176.750000 Penalty: 3309.920898
	Iteration 33Q: 3 clusters Score -2513177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2513192.250000 Penalty: 3309.920898
	Iteration 34Q: 3 clusters Score -2513192 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2513189.500000 Penalty: 3309.920898
	Iteration 35Q: 3 clusters Score -2513190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2513197.500000 Penalty: 3309.920898
	Iteration 36Q: 3 clusters Score -2513198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2513207.000000 Penalty: 3309.920898
	Iteration 37Q: 3 clusters Score -2513207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2513207.250000 Penalty: 3309.920898
	Iteration 38Q: 3 clusters Score -2513207 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2513213.000000 Penalty: 3309.920898
	Iteration 39Q: 3 clusters Score -2513213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2513214.250000 Penalty: 3309.920898
	Iteration 40F: 3 clusters Score -2513214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2513220.750000 Penalty: 3309.920898
	Iteration 41Q: 3 clusters Score -2513221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2513228.000000 Penalty: 3309.920898
	Iteration 42Q: 3 clusters Score -2513228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2513229.750000 Penalty: 3309.920898
	Iteration 43Q: 3 clusters Score -2513230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2513247.500000 Penalty: 3309.920898
	Iteration 44Q: 3 clusters Score -2513248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2513250.500000 Penalty: 3309.920898
	Iteration 45Q: 3 clusters Score -2513250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2513250.250000 Penalty: 3309.920898
	Iteration 46Q: 3 clusters Score -2513250 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2513260.000000 Penalty: 3309.920898
	Iteration 47Q: 3 clusters Score -2513260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2513277.250000 Penalty: 3309.920898
	Iteration 48Q: 3 clusters Score -2513277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2513280.750000 Penalty: 3309.920898
	Iteration 49Q: 3 clusters Score -2513281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2513285.750000 Penalty: 3309.920898
	Iteration 50Q: 3 clusters Score -2513286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2513279.250000 Penalty: 3309.920898
	Iteration 51Q: 3 clusters Score -2513279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2513286.750000 Penalty: 3309.920898
	Iteration 52Q: 3 clusters Score -2513287 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2513288.000000 Penalty: 3309.920898
	Iteration 53Q: 3 clusters Score -2513288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2513291.750000 Penalty: 3309.920898
	Iteration 54Q: 3 clusters Score -2513292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2513298.500000 Penalty: 3309.920898
	Iteration 55Q: 3 clusters Score -2513298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2513293.750000 Penalty: 3309.920898
	Iteration 56Q: 3 clusters Score -2513294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2513294.500000 Penalty: 3309.920898
	Iteration 57Q: 3 clusters Score -2513294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2513301.000000 Penalty: 3309.920898
	Iteration 58Q: 3 clusters Score -2513301 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2513302.000000 Penalty: 3309.920898
	Iteration 59Q: 3 clusters Score -2513302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2513313.250000 Penalty: 3309.920898
	Iteration 60F: 3 clusters Score -2513313 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2513323.750000 Penalty: 3309.920898
	Iteration 61Q: 3 clusters Score -2513324 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2513334.750000 Penalty: 3309.920898
	Iteration 62Q: 3 clusters Score -2513335 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2513340.750000 Penalty: 3309.920898
	Iteration 63Q: 3 clusters Score -2513341 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2513357.750000 Penalty: 3309.920898
	Iteration 64Q: 3 clusters Score -2513358 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -2513370.250000 Penalty: 3309.920898
	Iteration 65Q: 3 clusters Score -2513370 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2513384.250000 Penalty: 3309.920898
	Iteration 66Q: 3 clusters Score -2513384 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2513400.250000 Penalty: 3309.920898
	Iteration 67Q: 3 clusters Score -2513400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -2513403.750000 Penalty: 3309.920898
	Iteration 68Q: 3 clusters Score -2513404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2513421.250000 Penalty: 3309.920898
	Iteration 69Q: 3 clusters Score -2513421 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -2513434.750000 Penalty: 3309.920898
	Iteration 70Q: 3 clusters Score -2513435 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -2513436.750000 Penalty: 3309.920898
	Iteration 71Q: 3 clusters Score -2513437 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2513455.000000 Penalty: 3309.920898
	Iteration 72Q: 3 clusters Score -2513455 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2513473.250000 Penalty: 3309.920898
	Iteration 73Q: 3 clusters Score -2513473 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -2513483.250000 Penalty: 3309.920898
	Iteration 74Q: 3 clusters Score -2513483 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2513507.750000 Penalty: 3309.920898
	Iteration 75Q: 3 clusters Score -2513508 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2513533.500000 Penalty: 3309.920898
	Iteration 76Q: 3 clusters Score -2513534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2513543.500000 Penalty: 3309.920898
	Iteration 77Q: 3 clusters Score -2513544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2513561.500000 Penalty: 3309.920898
	Iteration 78Q: 3 clusters Score -2513562 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2513581.250000 Penalty: 3309.920898
	Iteration 79Q: 3 clusters Score -2513581 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2513602.000000 Penalty: 3309.920898
	Iteration 80F: 3 clusters Score -2513602 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2513622.250000 Penalty: 3309.920898
	Iteration 81Q: 3 clusters Score -2513622 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2513646.750000 Penalty: 3309.920898
	Iteration 82Q: 3 clusters Score -2513647 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2513679.750000 Penalty: 3309.920898
	Iteration 83Q: 3 clusters Score -2513680 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2513706.250000 Penalty: 3309.920898
	Iteration 84Q: 3 clusters Score -2513706 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2513738.500000 Penalty: 3309.920898
	Iteration 85Q: 3 clusters Score -2513738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2513777.750000 Penalty: 3309.920898
	Iteration 86Q: 3 clusters Score -2513778 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2513804.250000 Penalty: 3309.920898
	Iteration 87Q: 3 clusters Score -2513804 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2513847.250000 Penalty: 3309.920898
	Iteration 88Q: 3 clusters Score -2513847 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2513873.250000 Penalty: 3309.920898
	Iteration 89Q: 3 clusters Score -2513873 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2513908.000000 Penalty: 3309.920898
	Iteration 90Q: 3 clusters Score -2513908 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2513956.750000 Penalty: 3309.920898
	Iteration 91Q: 3 clusters Score -2513957 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2513992.250000 Penalty: 3309.920898
	Iteration 92Q: 3 clusters Score -2513992 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2514036.000000 Penalty: 3309.920898
	Iteration 93Q: 3 clusters Score -2514036 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2514100.250000 Penalty: 3309.920898
	Iteration 94Q: 3 clusters Score -2514100 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2514154.000000 Penalty: 3309.920898
	Iteration 95Q: 3 clusters Score -2514154 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2514236.750000 Penalty: 3309.920898
	Iteration 96Q: 3 clusters Score -2514237 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2514335.500000 Penalty: 3309.920898
	Iteration 97Q: 3 clusters Score -2514336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2514417.250000 Penalty: 3309.920898
	Iteration 98Q: 3 clusters Score -2514417 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2514499.250000 Penalty: 3309.920898
	Iteration 99Q: 3 clusters Score -2514499 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2514581.500000 Penalty: 3309.920898
	Iteration 100F: 3 clusters Score -2514582 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2514673.750000 Penalty: 3309.920898
	Iteration 101Q: 3 clusters Score -2514674 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2514776.250000 Penalty: 3309.920898
	Iteration 102Q: 3 clusters Score -2514776 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2514843.750000 Penalty: 3309.920898
	Iteration 103Q: 3 clusters Score -2514844 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2514917.250000 Penalty: 3309.920898
	Iteration 104Q: 3 clusters Score -2514917 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2514963.750000 Penalty: 3309.920898
	Iteration 105Q: 3 clusters Score -2514964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2514994.750000 Penalty: 3309.920898
	Iteration 106Q: 3 clusters Score -2514995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2515013.750000 Penalty: 3309.920898
	Iteration 107Q: 3 clusters Score -2515014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2515030.250000 Penalty: 3309.920898
	Iteration 108Q: 3 clusters Score -2515030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2515036.500000 Penalty: 3309.920898
	Iteration 109Q: 3 clusters Score -2515036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2515039.500000 Penalty: 3309.920898
	Iteration 110Q: 3 clusters Score -2515040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2515045.750000 Penalty: 3309.920898
	Iteration 111Q: 3 clusters Score -2515046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2515049.500000 Penalty: 3309.920898
	Iteration 112Q: 3 clusters Score -2515050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2515052.250000 Penalty: 3309.920898
	Iteration 113Q: 3 clusters Score -2515052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2515056.500000 Penalty: 3309.920898
	Iteration 114Q: 3 clusters Score -2515056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2515058.000000 Penalty: 3309.920898
	Iteration 115Q: 3 clusters Score -2515058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2515060.000000 Penalty: 3309.920898
	Iteration 116Q: 3 clusters Score -2515060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2515057.000000 Penalty: 3309.920898
	Iteration 117Q: 3 clusters Score -2515057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2515057.750000 Penalty: 3309.920898
	Iteration 118Q: 3 clusters Score -2515058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2515057.750000 Penalty: 3309.920898
	Iteration 119F: 3 clusters Score -2515058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108253 members 
Entering Unmasked Estep 
Score: -10170964.000000 Penalty: 1883.736694
	Iteration 0F: 2 clusters Score -1.017096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54287 members 
Mstep: Class 2 contains 53966 members 
Entering Unmasked Estep 
Score: -10098889.000000 Penalty: 3767.473389
	Iteration 0F: 3 clusters Score -1.009889e+07 nChanged 51852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -10130004.000000 Penalty: 3767.473389
	Iteration 1F: 3 clusters Score -1.013e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60948 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -10131810.000000 Penalty: 3767.473389
	Iteration 2Q: 3 clusters Score -1.013181e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64749 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -10134316.000000 Penalty: 3767.473389
	Iteration 3F: 3 clusters Score -1.013432e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -10137927.000000 Penalty: 3767.473389
	Iteration 4F: 3 clusters Score -1.013793e+07 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76527 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -10143103.000000 Penalty: 3767.473389
	Iteration 5F: 3 clusters Score -1.01431e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84233 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -10149956.000000 Penalty: 3767.473389
	Iteration 6F: 3 clusters Score -1.014996e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91759 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -10157182.000000 Penalty: 3767.473389
	Iteration 7F: 3 clusters Score -1.015718e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97591 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -10162426.000000 Penalty: 3767.473389
	Iteration 8F: 3 clusters Score -1.016243e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101415 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -10165886.000000 Penalty: 3767.473389
	Iteration 9Q: 3 clusters Score -1.016589e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -10167778.000000 Penalty: 3767.473389
	Iteration 10Q: 3 clusters Score -1.016778e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105011 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -10168832.000000 Penalty: 3767.473389
	Iteration 11Q: 3 clusters Score -1.016883e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -10169378.000000 Penalty: 3767.473389
	Iteration 12Q: 3 clusters Score -1.016938e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106246 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -10169677.000000 Penalty: 3767.473389
	Iteration 13Q: 3 clusters Score -1.016968e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106530 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -10169845.000000 Penalty: 3767.473389
	Iteration 14Q: 3 clusters Score -1.016984e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10169951.000000 Penalty: 3767.473389
	Iteration 15Q: 3 clusters Score -1.016995e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106841 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -10170006.000000 Penalty: 3767.473389
	Iteration 16Q: 3 clusters Score -1.017001e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106940 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -10170051.000000 Penalty: 3767.473389
	Iteration 17Q: 3 clusters Score -1.017005e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107013 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -10170068.000000 Penalty: 3767.473389
	Iteration 18Q: 3 clusters Score -1.017007e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10170091.000000 Penalty: 3767.473389
	Iteration 19Q: 3 clusters Score -1.017009e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -10170103.000000 Penalty: 3767.473389
	Iteration 20F: 3 clusters Score -1.01701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107115 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10170124.000000 Penalty: 3767.473389
	Iteration 21Q: 3 clusters Score -1.017012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107138 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10170147.000000 Penalty: 3767.473389
	Iteration 22Q: 3 clusters Score -1.017015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107154 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -10170144.000000 Penalty: 3767.473389
	Iteration 23Q: 3 clusters Score -1.017014e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107175 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10170147.000000 Penalty: 3767.473389
	Iteration 24Q: 3 clusters Score -1.017015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107192 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10170156.000000 Penalty: 3767.473389
	Iteration 25Q: 3 clusters Score -1.017016e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107211 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10170192.000000 Penalty: 3767.473389
	Iteration 26Q: 3 clusters Score -1.017019e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10170205.000000 Penalty: 3767.473389
	Iteration 27Q: 3 clusters Score -1.01702e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10170241.000000 Penalty: 3767.473389
	Iteration 28Q: 3 clusters Score -1.017024e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107268 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10170275.000000 Penalty: 3767.473389
	Iteration 29Q: 3 clusters Score -1.017028e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107285 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10170331.000000 Penalty: 3767.473389
	Iteration 30Q: 3 clusters Score -1.017033e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107312 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -10170362.000000 Penalty: 3767.473389
	Iteration 31Q: 3 clusters Score -1.017036e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107327 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10170398.000000 Penalty: 3767.473389
	Iteration 32Q: 3 clusters Score -1.01704e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10170415.000000 Penalty: 3767.473389
	Iteration 33Q: 3 clusters Score -1.017042e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107338 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10170412.000000 Penalty: 3767.473389
	Iteration 34Q: 3 clusters Score -1.017041e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107336 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10170422.000000 Penalty: 3767.473389
	Iteration 35Q: 3 clusters Score -1.017042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107334 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10170430.000000 Penalty: 3767.473389
	Iteration 36Q: 3 clusters Score -1.017043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107327 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10170429.000000 Penalty: 3767.473389
	Iteration 37Q: 3 clusters Score -1.017043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107311 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10170430.000000 Penalty: 3767.473389
	Iteration 38Q: 3 clusters Score -1.017043e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107297 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10170447.000000 Penalty: 3767.473389
	Iteration 39Q: 3 clusters Score -1.017045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107288 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10170458.000000 Penalty: 3767.473389
	Iteration 40F: 3 clusters Score -1.017046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107287 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10170467.000000 Penalty: 3767.473389
	Iteration 41Q: 3 clusters Score -1.017047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107282 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -10170459.000000 Penalty: 3767.473389
	Iteration 42Q: 3 clusters Score -1.017046e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10170453.000000 Penalty: 3767.473389
	Iteration 43Q: 3 clusters Score -1.017045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107275 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -10170455.000000 Penalty: 3767.473389
	Iteration 44Q: 3 clusters Score -1.017046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10170452.000000 Penalty: 3767.473389
	Iteration 45Q: 3 clusters Score -1.017045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107273 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10170459.000000 Penalty: 3767.473389
	Iteration 46Q: 3 clusters Score -1.017046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107273 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10170459.000000 Penalty: 3767.473389
	Iteration 47F: 3 clusters Score -1.017046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Entering Unmasked Estep 
Score: -733097.312500 Penalty: 1463.238647
	Iteration 0F: 2 clusters Score -733097.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -727505.062500 Penalty: 2926.477295
	Iteration 0F: 3 clusters Score -727505.1 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -731927.937500 Penalty: 2926.477295
	Iteration 1F: 3 clusters Score -731927.9 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -734262.375000 Penalty: 2926.477295
	Iteration 2F: 3 clusters Score -734262.4 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -735723.625000 Penalty: 2926.477295
	Iteration 3F: 3 clusters Score -735723.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -736490.937500 Penalty: 2926.477295
	Iteration 4F: 3 clusters Score -736490.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -736771.437500 Penalty: 2926.477295
	Iteration 5Q: 3 clusters Score -736771.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -736966.750000 Penalty: 2926.477295
	Iteration 6Q: 3 clusters Score -736966.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -737122.125000 Penalty: 2926.477295
	Iteration 7Q: 3 clusters Score -737122.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -737209.312500 Penalty: 2926.477295
	Iteration 8Q: 3 clusters Score -737209.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -737252.812500 Penalty: 2926.477295
	Iteration 9Q: 3 clusters Score -737252.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -737280.250000 Penalty: 2926.477295
	Iteration 10Q: 3 clusters Score -737280.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -737290.125000 Penalty: 2926.477295
	Iteration 11Q: 3 clusters Score -737290.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -737294.125000 Penalty: 2926.477295
	Iteration 12Q: 3 clusters Score -737294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -737295.062500 Penalty: 2926.477295
	Iteration 13Q: 3 clusters Score -737295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -737295.125000 Penalty: 2926.477295
	Iteration 14Q: 3 clusters Score -737295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -737295.687500 Penalty: 2926.477295
	Iteration 15F: 3 clusters Score -737295.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -737297.750000 Penalty: 2926.477295
	Iteration 16Q: 3 clusters Score -737297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -737297.750000 Penalty: 2926.477295
	Iteration 17Q: 3 clusters Score -737297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -737297.000000 Penalty: 2926.477295
	Iteration 18Q: 3 clusters Score -737297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -737297.000000 Penalty: 2926.477295
	Iteration 19F: 3 clusters Score -737297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 108253 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 31141 members 
Mstep: Class 5 contains 1070 members 
Mstep: Class 6 contains 12112 members 
Mstep: Class 7 contains 103174 members 
Mstep: Class 8 contains 149462 members 
Mstep: Class 9 contains 7255 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 5571 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 79366 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 19 contains 5375 members 
Entering Unmasked Estep 
Score: -52383100.000000 Penalty: 38754.078125
Splitting cluster 3 changes total score from -52379648.000000 to -52383100.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (31141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Entering Unmasked Estep 
Score: -2988920.000000 Penalty: 1681.270508
	Iteration 0F: 2 clusters Score -2988920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2968014.000000 Penalty: 3362.541016
	Iteration 0F: 3 clusters Score -2968014 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2976340.250000 Penalty: 3362.541016
	Iteration 1F: 3 clusters Score -2976340 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2977050.500000 Penalty: 3362.541016
	Iteration 2F: 3 clusters Score -2977050 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2977981.250000 Penalty: 3362.541016
	Iteration 3F: 3 clusters Score -2977981 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2979240.500000 Penalty: 3362.541016
	Iteration 4F: 3 clusters Score -2979240 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2980761.500000 Penalty: 3362.541016
	Iteration 5F: 3 clusters Score -2980762 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2982539.250000 Penalty: 3362.541016
	Iteration 6F: 3 clusters Score -2982539 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2984153.750000 Penalty: 3362.541016
	Iteration 7F: 3 clusters Score -2984154 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -2985451.750000 Penalty: 3362.541016
	Iteration 8Q: 3 clusters Score -2985452 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -2986344.750000 Penalty: 3362.541016
	Iteration 9Q: 3 clusters Score -2986345 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -2986879.000000 Penalty: 3362.541016
	Iteration 10Q: 3 clusters Score -2986879 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -2987183.250000 Penalty: 3362.541016
	Iteration 11Q: 3 clusters Score -2987183 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -2987362.500000 Penalty: 3362.541016
	Iteration 12Q: 3 clusters Score -2987362 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -2987486.500000 Penalty: 3362.541016
	Iteration 13Q: 3 clusters Score -2987486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -2987555.750000 Penalty: 3362.541016
	Iteration 14Q: 3 clusters Score -2987556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -2987601.500000 Penalty: 3362.541016
	Iteration 15Q: 3 clusters Score -2987602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -2987636.750000 Penalty: 3362.541016
	Iteration 16Q: 3 clusters Score -2987637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -2987647.500000 Penalty: 3362.541016
	Iteration 17Q: 3 clusters Score -2987648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -2987668.000000 Penalty: 3362.541016
	Iteration 18Q: 3 clusters Score -2987668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -2987687.500000 Penalty: 3362.541016
	Iteration 19Q: 3 clusters Score -2987688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -2987697.250000 Penalty: 3362.541016
	Iteration 20F: 3 clusters Score -2987697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -2987699.500000 Penalty: 3362.541016
	Iteration 21Q: 3 clusters Score -2987700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -2987707.750000 Penalty: 3362.541016
	Iteration 22Q: 3 clusters Score -2987708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -2987709.500000 Penalty: 3362.541016
	Iteration 23Q: 3 clusters Score -2987710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -2987711.500000 Penalty: 3362.541016
	Iteration 24Q: 3 clusters Score -2987712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -2987713.000000 Penalty: 3362.541016
	Iteration 25Q: 3 clusters Score -2987713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -2987712.500000 Penalty: 3362.541016
	Iteration 26Q: 3 clusters Score -2987712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -2987714.500000 Penalty: 3362.541016
	Iteration 27Q: 3 clusters Score -2987714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -2987714.500000 Penalty: 3362.541016
	Iteration 28F: 3 clusters Score -2987714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -91469.859375 Penalty: 1133.504761
	Iteration 0F: 2 clusters Score -91469.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -90013.882812 Penalty: 2267.009521
	Iteration 0F: 3 clusters Score -90013.88 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -90272.492188 Penalty: 2267.009521
	Iteration 1F: 3 clusters Score -90272.49 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -90355.156250 Penalty: 2267.009521
	Iteration 2F: 3 clusters Score -90355.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -90451.929688 Penalty: 2267.009521
	Iteration 3Q: 3 clusters Score -90451.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -90501.851562 Penalty: 2267.009521
	Iteration 4Q: 3 clusters Score -90501.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -90554.984375 Penalty: 2267.009521
	Iteration 5Q: 3 clusters Score -90554.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -90617.367188 Penalty: 2267.009521
	Iteration 6Q: 3 clusters Score -90617.37 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -90730.250000 Penalty: 2267.009521
	Iteration 7Q: 3 clusters Score -90730.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -90784.343750 Penalty: 2267.009521
	Iteration 8Q: 3 clusters Score -90784.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -90813.515625 Penalty: 2267.009521
	Iteration 9Q: 3 clusters Score -90813.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -90840.593750 Penalty: 2267.009521
	Iteration 10Q: 3 clusters Score -90840.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -90874.757812 Penalty: 2267.009521
	Iteration 11Q: 3 clusters Score -90874.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -90898.296875 Penalty: 2267.009521
	Iteration 12Q: 3 clusters Score -90898.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -90906.429688 Penalty: 2267.009521
	Iteration 13Q: 3 clusters Score -90906.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -90909.187500 Penalty: 2267.009521
	Iteration 14Q: 3 clusters Score -90909.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -90909.187500 Penalty: 2267.009521
	Iteration 15F: 3 clusters Score -90909.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Entering Unmasked Estep 
Score: -1164786.500000 Penalty: 1527.817139
	Iteration 0F: 2 clusters Score -1164786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1156297.000000 Penalty: 3055.634277
	Iteration 0F: 3 clusters Score -1156297 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1159062.250000 Penalty: 3055.634277
	Iteration 1F: 3 clusters Score -1159062 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1159320.000000 Penalty: 3055.634277
	Iteration 2F: 3 clusters Score -1159320 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1159544.250000 Penalty: 3055.634277
	Iteration 3Q: 3 clusters Score -1159544 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1159750.375000 Penalty: 3055.634277
	Iteration 4Q: 3 clusters Score -1159750 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1159931.250000 Penalty: 3055.634277
	Iteration 5Q: 3 clusters Score -1159931 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1160149.500000 Penalty: 3055.634277
	Iteration 6Q: 3 clusters Score -1160150 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1160391.500000 Penalty: 3055.634277
	Iteration 7Q: 3 clusters Score -1160392 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1160646.000000 Penalty: 3055.634277
	Iteration 8Q: 3 clusters Score -1160646 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1160924.250000 Penalty: 3055.634277
	Iteration 9Q: 3 clusters Score -1160924 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1161242.125000 Penalty: 3055.634277
	Iteration 10Q: 3 clusters Score -1161242 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1161586.250000 Penalty: 3055.634277
	Iteration 11Q: 3 clusters Score -1161586 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1161920.125000 Penalty: 3055.634277
	Iteration 12Q: 3 clusters Score -1161920 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1162218.125000 Penalty: 3055.634277
	Iteration 13Q: 3 clusters Score -1162218 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1162437.500000 Penalty: 3055.634277
	Iteration 14Q: 3 clusters Score -1162438 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1162600.250000 Penalty: 3055.634277
	Iteration 15Q: 3 clusters Score -1162600 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1162719.250000 Penalty: 3055.634277
	Iteration 16Q: 3 clusters Score -1162719 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1162813.875000 Penalty: 3055.634277
	Iteration 17Q: 3 clusters Score -1162814 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1162902.375000 Penalty: 3055.634277
	Iteration 18Q: 3 clusters Score -1162902 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1162973.250000 Penalty: 3055.634277
	Iteration 19Q: 3 clusters Score -1162973 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1163037.750000 Penalty: 3055.634277
	Iteration 20F: 3 clusters Score -1163038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1163081.250000 Penalty: 3055.634277
	Iteration 21Q: 3 clusters Score -1163081 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1163125.750000 Penalty: 3055.634277
	Iteration 22Q: 3 clusters Score -1163126 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1163164.375000 Penalty: 3055.634277
	Iteration 23Q: 3 clusters Score -1163164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1163201.750000 Penalty: 3055.634277
	Iteration 24Q: 3 clusters Score -1163202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1163233.875000 Penalty: 3055.634277
	Iteration 25Q: 3 clusters Score -1163234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1163261.750000 Penalty: 3055.634277
	Iteration 26Q: 3 clusters Score -1163262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1163296.750000 Penalty: 3055.634277
	Iteration 27Q: 3 clusters Score -1163297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1163329.625000 Penalty: 3055.634277
	Iteration 28Q: 3 clusters Score -1163330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1163351.375000 Penalty: 3055.634277
	Iteration 29Q: 3 clusters Score -1163351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1163372.000000 Penalty: 3055.634277
	Iteration 30Q: 3 clusters Score -1163372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1163381.875000 Penalty: 3055.634277
	Iteration 31Q: 3 clusters Score -1163382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1163390.750000 Penalty: 3055.634277
	Iteration 32Q: 3 clusters Score -1163391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1163398.750000 Penalty: 3055.634277
	Iteration 33Q: 3 clusters Score -1163399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1163405.000000 Penalty: 3055.634277
	Iteration 34Q: 3 clusters Score -1163405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1163416.375000 Penalty: 3055.634277
	Iteration 35Q: 3 clusters Score -1163416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1163421.625000 Penalty: 3055.634277
	Iteration 36Q: 3 clusters Score -1163422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1163432.000000 Penalty: 3055.634277
	Iteration 37Q: 3 clusters Score -1163432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1163442.250000 Penalty: 3055.634277
	Iteration 38Q: 3 clusters Score -1163442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1163447.750000 Penalty: 3055.634277
	Iteration 39Q: 3 clusters Score -1163448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1163451.500000 Penalty: 3055.634277
	Iteration 40F: 3 clusters Score -1163452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1163457.000000 Penalty: 3055.634277
	Iteration 41Q: 3 clusters Score -1163457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1163461.250000 Penalty: 3055.634277
	Iteration 42Q: 3 clusters Score -1163461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1163465.500000 Penalty: 3055.634277
	Iteration 43Q: 3 clusters Score -1163466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1163469.875000 Penalty: 3055.634277
	Iteration 44Q: 3 clusters Score -1163470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1163473.750000 Penalty: 3055.634277
	Iteration 45Q: 3 clusters Score -1163474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1163475.125000 Penalty: 3055.634277
	Iteration 46Q: 3 clusters Score -1163475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1163476.375000 Penalty: 3055.634277
	Iteration 47Q: 3 clusters Score -1163476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1163481.875000 Penalty: 3055.634277
	Iteration 48Q: 3 clusters Score -1163482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1163491.375000 Penalty: 3055.634277
	Iteration 49Q: 3 clusters Score -1163491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1163497.375000 Penalty: 3055.634277
	Iteration 50Q: 3 clusters Score -1163497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1163503.875000 Penalty: 3055.634277
	Iteration 51Q: 3 clusters Score -1163504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1163508.625000 Penalty: 3055.634277
	Iteration 52Q: 3 clusters Score -1163509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1163510.125000 Penalty: 3055.634277
	Iteration 53Q: 3 clusters Score -1163510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1163511.000000 Penalty: 3055.634277
	Iteration 54Q: 3 clusters Score -1163511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1163512.375000 Penalty: 3055.634277
	Iteration 55Q: 3 clusters Score -1163512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1163514.500000 Penalty: 3055.634277
	Iteration 56Q: 3 clusters Score -1163514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1163513.125000 Penalty: 3055.634277
	Iteration 57Q: 3 clusters Score -1163513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1163513.125000 Penalty: 3055.634277
	Iteration 58F: 3 clusters Score -1163513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103174 members 
Entering Unmasked Estep 
Score: -9699713.000000 Penalty: 1875.927979
	Iteration 0F: 2 clusters Score -9699713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51587 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -9630870.000000 Penalty: 3751.855957
	Iteration 0F: 3 clusters Score -9630870 nChanged 49173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -9659368.000000 Penalty: 3751.855957
	Iteration 1F: 3 clusters Score -9659368 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 52353 members 
Entering Unmasked Estep 
Score: -9660371.000000 Penalty: 3751.855957
	Iteration 2Q: 3 clusters Score -9660371 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -9661558.000000 Penalty: 3751.855957
	Iteration 3Q: 3 clusters Score -9661558 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -9663341.000000 Penalty: 3751.855957
	Iteration 4Q: 3 clusters Score -9663341 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -9665844.000000 Penalty: 3751.855957
	Iteration 5Q: 3 clusters Score -9665844 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -9669356.000000 Penalty: 3751.855957
	Iteration 6F: 3 clusters Score -9669356 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -9674237.000000 Penalty: 3751.855957
	Iteration 7F: 3 clusters Score -9674237 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -9679149.000000 Penalty: 3751.855957
	Iteration 8F: 3 clusters Score -9679149 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 61526 members 
Entering Unmasked Estep 
Score: -9682378.000000 Penalty: 3751.855957
	Iteration 9F: 3 clusters Score -9682378 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 63029 members 
Entering Unmasked Estep 
Score: -9683974.000000 Penalty: 3751.855957
	Iteration 10Q: 3 clusters Score -9683974 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -9685000.000000 Penalty: 3751.855957
	Iteration 11Q: 3 clusters Score -9685000 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -9685917.000000 Penalty: 3751.855957
	Iteration 12Q: 3 clusters Score -9685917 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 67646 members 
Entering Unmasked Estep 
Score: -9687012.000000 Penalty: 3751.855957
	Iteration 13Q: 3 clusters Score -9687012 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 69122 members 
Entering Unmasked Estep 
Score: -9687871.000000 Penalty: 3751.855957
	Iteration 14Q: 3 clusters Score -9687871 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 70536 members 
Entering Unmasked Estep 
Score: -9688632.000000 Penalty: 3751.855957
	Iteration 15Q: 3 clusters Score -9688632 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 71874 members 
Entering Unmasked Estep 
Score: -9689345.000000 Penalty: 3751.855957
	Iteration 16Q: 3 clusters Score -9689345 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -9689969.000000 Penalty: 3751.855957
	Iteration 17Q: 3 clusters Score -9689969 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
Score: -9690493.000000 Penalty: 3751.855957
	Iteration 18Q: 3 clusters Score -9690493 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -9690788.000000 Penalty: 3751.855957
	Iteration 19Q: 3 clusters Score -9690788 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 76196 members 
Entering Unmasked Estep 
Score: -9691093.000000 Penalty: 3751.855957
	Iteration 20F: 3 clusters Score -9691093 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 77097 members 
Entering Unmasked Estep 
Score: -9691397.000000 Penalty: 3751.855957
	Iteration 21Q: 3 clusters Score -9691397 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 77930 members 
Entering Unmasked Estep 
Score: -9691582.000000 Penalty: 3751.855957
	Iteration 22Q: 3 clusters Score -9691582 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 78738 members 
Entering Unmasked Estep 
Score: -9691758.000000 Penalty: 3751.855957
	Iteration 23Q: 3 clusters Score -9691758 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -9691878.000000 Penalty: 3751.855957
	Iteration 24Q: 3 clusters Score -9691878 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 80330 members 
Entering Unmasked Estep 
Score: -9692084.000000 Penalty: 3751.855957
	Iteration 25Q: 3 clusters Score -9692084 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -9692220.000000 Penalty: 3751.855957
	Iteration 26Q: 3 clusters Score -9692220 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -9692341.000000 Penalty: 3751.855957
	Iteration 27Q: 3 clusters Score -9692341 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 82581 members 
Entering Unmasked Estep 
Score: -9692457.000000 Penalty: 3751.855957
	Iteration 28Q: 3 clusters Score -9692457 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -9692615.000000 Penalty: 3751.855957
	Iteration 29Q: 3 clusters Score -9692615 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -9692739.000000 Penalty: 3751.855957
	Iteration 30Q: 3 clusters Score -9692739 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 84728 members 
Entering Unmasked Estep 
Score: -9692862.000000 Penalty: 3751.855957
	Iteration 31Q: 3 clusters Score -9692862 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 85443 members 
Entering Unmasked Estep 
Score: -9693043.000000 Penalty: 3751.855957
	Iteration 32Q: 3 clusters Score -9693043 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -9693171.000000 Penalty: 3751.855957
	Iteration 33Q: 3 clusters Score -9693171 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -9693294.000000 Penalty: 3751.855957
	Iteration 34Q: 3 clusters Score -9693294 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -9693472.000000 Penalty: 3751.855957
	Iteration 35Q: 3 clusters Score -9693472 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -9693645.000000 Penalty: 3751.855957
	Iteration 36Q: 3 clusters Score -9693645 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 89059 members 
Entering Unmasked Estep 
Score: -9693821.000000 Penalty: 3751.855957
	Iteration 37Q: 3 clusters Score -9693821 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 89784 members 
Entering Unmasked Estep 
Score: -9693949.000000 Penalty: 3751.855957
	Iteration 38Q: 3 clusters Score -9693949 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -9694169.000000 Penalty: 3751.855957
	Iteration 39Q: 3 clusters Score -9694169 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 91326 members 
Entering Unmasked Estep 
Score: -9694355.000000 Penalty: 3751.855957
	Iteration 40F: 3 clusters Score -9694355 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 92091 members 
Entering Unmasked Estep 
Score: -9694623.000000 Penalty: 3751.855957
	Iteration 41Q: 3 clusters Score -9694623 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 92802 members 
Entering Unmasked Estep 
Score: -9694850.000000 Penalty: 3751.855957
	Iteration 42Q: 3 clusters Score -9694850 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 93506 members 
Entering Unmasked Estep 
Score: -9695078.000000 Penalty: 3751.855957
	Iteration 43Q: 3 clusters Score -9695078 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -9695204.000000 Penalty: 3751.855957
	Iteration 44Q: 3 clusters Score -9695204 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 94908 members 
Entering Unmasked Estep 
Score: -9695454.000000 Penalty: 3751.855957
	Iteration 45Q: 3 clusters Score -9695454 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -9695614.000000 Penalty: 3751.855957
	Iteration 46Q: 3 clusters Score -9695614 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 96282 members 
Entering Unmasked Estep 
Score: -9695834.000000 Penalty: 3751.855957
	Iteration 47Q: 3 clusters Score -9695834 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 96928 members 
Entering Unmasked Estep 
Score: -9696037.000000 Penalty: 3751.855957
	Iteration 48Q: 3 clusters Score -9696037 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 97573 members 
Entering Unmasked Estep 
Score: -9696241.000000 Penalty: 3751.855957
	Iteration 49Q: 3 clusters Score -9696241 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 98202 members 
Entering Unmasked Estep 
Score: -9696452.000000 Penalty: 3751.855957
	Iteration 50Q: 3 clusters Score -9696452 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 98801 members 
Entering Unmasked Estep 
Score: -9696741.000000 Penalty: 3751.855957
	Iteration 51Q: 3 clusters Score -9696741 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 99301 members 
Entering Unmasked Estep 
Score: -9696906.000000 Penalty: 3751.855957
	Iteration 52Q: 3 clusters Score -9696906 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 99705 members 
Entering Unmasked Estep 
Score: -9697049.000000 Penalty: 3751.855957
	Iteration 53Q: 3 clusters Score -9697049 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 100096 members 
Entering Unmasked Estep 
Score: -9697201.000000 Penalty: 3751.855957
	Iteration 54Q: 3 clusters Score -9697201 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 100450 members 
Entering Unmasked Estep 
Score: -9697387.000000 Penalty: 3751.855957
	Iteration 55Q: 3 clusters Score -9697387 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 100762 members 
Entering Unmasked Estep 
Score: -9697515.000000 Penalty: 3751.855957
	Iteration 56Q: 3 clusters Score -9697515 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -9697600.000000 Penalty: 3751.855957
	Iteration 57Q: 3 clusters Score -9697600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -9697690.000000 Penalty: 3751.855957
	Iteration 58Q: 3 clusters Score -9697690 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 101384 members 
Entering Unmasked Estep 
Score: -9697763.000000 Penalty: 3751.855957
	Iteration 59Q: 3 clusters Score -9697763 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 101534 members 
Entering Unmasked Estep 
Score: -9697801.000000 Penalty: 3751.855957
	Iteration 60F: 3 clusters Score -9697801 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 101664 members 
Entering Unmasked Estep 
Score: -9697853.000000 Penalty: 3751.855957
	Iteration 61Q: 3 clusters Score -9697853 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -9697889.000000 Penalty: 3751.855957
	Iteration 62Q: 3 clusters Score -9697889 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 101877 members 
Entering Unmasked Estep 
Score: -9697909.000000 Penalty: 3751.855957
	Iteration 63Q: 3 clusters Score -9697909 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 101964 members 
Entering Unmasked Estep 
Score: -9697991.000000 Penalty: 3751.855957
	Iteration 64Q: 3 clusters Score -9697991 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 102029 members 
Entering Unmasked Estep 
Score: -9697989.000000 Penalty: 3751.855957
	Iteration 65Q: 3 clusters Score -9697989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 102074 members 
Entering Unmasked Estep 
Score: -9698000.000000 Penalty: 3751.855957
	Iteration 66Q: 3 clusters Score -9698000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 102117 members 
Entering Unmasked Estep 
Score: -9698008.000000 Penalty: 3751.855957
	Iteration 67Q: 3 clusters Score -9698008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 102152 members 
Entering Unmasked Estep 
Score: -9698028.000000 Penalty: 3751.855957
	Iteration 68Q: 3 clusters Score -9698028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -9698036.000000 Penalty: 3751.855957
	Iteration 69Q: 3 clusters Score -9698036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -9698034.000000 Penalty: 3751.855957
	Iteration 70Q: 3 clusters Score -9698034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -9698041.000000 Penalty: 3751.855957
	Iteration 71Q: 3 clusters Score -9698041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 102220 members 
Entering Unmasked Estep 
Score: -9698043.000000 Penalty: 3751.855957
	Iteration 72Q: 3 clusters Score -9698043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 102225 members 
Entering Unmasked Estep 
Score: -9698042.000000 Penalty: 3751.855957
	Iteration 73Q: 3 clusters Score -9698042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 102229 members 
Entering Unmasked Estep 
Score: -9698049.000000 Penalty: 3751.855957
	Iteration 74Q: 3 clusters Score -9698049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 102235 members 
Entering Unmasked Estep 
Score: -9698046.000000 Penalty: 3751.855957
	Iteration 75Q: 3 clusters Score -9698046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 102244 members 
Entering Unmasked Estep 
Score: -9698060.000000 Penalty: 3751.855957
	Iteration 76Q: 3 clusters Score -9698060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 102256 members 
Entering Unmasked Estep 
Score: -9698068.000000 Penalty: 3751.855957
	Iteration 77Q: 3 clusters Score -9698068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 102270 members 
Entering Unmasked Estep 
Score: -9698065.000000 Penalty: 3751.855957
	Iteration 78Q: 3 clusters Score -9698065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 102279 members 
Entering Unmasked Estep 
Score: -9698070.000000 Penalty: 3751.855957
	Iteration 79Q: 3 clusters Score -9698070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -9698085.000000 Penalty: 3751.855957
	Iteration 80F: 3 clusters Score -9698085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 102297 members 
Entering Unmasked Estep 
Score: -9698082.000000 Penalty: 3751.855957
	Iteration 81Q: 3 clusters Score -9698082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 102304 members 
Entering Unmasked Estep 
Score: -9698088.000000 Penalty: 3751.855957
	Iteration 82Q: 3 clusters Score -9698088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 102314 members 
Entering Unmasked Estep 
Score: -9698103.000000 Penalty: 3751.855957
	Iteration 83Q: 3 clusters Score -9698103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 102323 members 
Entering Unmasked Estep 
Score: -9698095.000000 Penalty: 3751.855957
	Iteration 84Q: 3 clusters Score -9698095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 102329 members 
Entering Unmasked Estep 
Score: -9698100.000000 Penalty: 3751.855957
	Iteration 85Q: 3 clusters Score -9698100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 102336 members 
Entering Unmasked Estep 
Score: -9698095.000000 Penalty: 3751.855957
	Iteration 86Q: 3 clusters Score -9698095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 102344 members 
Entering Unmasked Estep 
Score: -9698090.000000 Penalty: 3751.855957
	Iteration 87Q: 3 clusters Score -9698090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 102350 members 
Entering Unmasked Estep 
Score: -9698102.000000 Penalty: 3751.855957
	Iteration 88Q: 3 clusters Score -9698102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 102354 members 
Entering Unmasked Estep 
Score: -9698098.000000 Penalty: 3751.855957
	Iteration 89Q: 3 clusters Score -9698098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 102357 members 
Entering Unmasked Estep 
Score: -9698098.000000 Penalty: 3751.855957
	Iteration 90Q: 3 clusters Score -9698098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 102360 members 
Entering Unmasked Estep 
Score: -9698102.000000 Penalty: 3751.855957
	Iteration 91Q: 3 clusters Score -9698102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 102363 members 
Entering Unmasked Estep 
Score: -9698094.000000 Penalty: 3751.855957
	Iteration 92Q: 3 clusters Score -9698094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -9698097.000000 Penalty: 3751.855957
	Iteration 93Q: 3 clusters Score -9698097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -9698097.000000 Penalty: 3751.855957
	Iteration 94F: 3 clusters Score -9698097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149462 members 
Entering Unmasked Estep 
Score: -14190126.000000 Penalty: 1936.154663
	Iteration 0F: 2 clusters Score -1.419013e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74677 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -14090610.000000 Penalty: 3872.309326
	Iteration 0F: 3 clusters Score -1.409061e+07 nChanged 72085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 74100 members 
Entering Unmasked Estep 
Score: -14133586.000000 Penalty: 3872.309326
	Iteration 1F: 3 clusters Score -1.413359e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76540 members 
Mstep: Class 2 contains 72922 members 
Entering Unmasked Estep 
Score: -14135120.000000 Penalty: 3872.309326
	Iteration 2Q: 3 clusters Score -1.413512e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 71014 members 
Entering Unmasked Estep 
Score: -14137450.000000 Penalty: 3872.309326
	Iteration 3Q: 3 clusters Score -1.413745e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81413 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -14140475.000000 Penalty: 3872.309326
	Iteration 4F: 3 clusters Score -1.414048e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -14144663.000000 Penalty: 3872.309326
	Iteration 5F: 3 clusters Score -1.414466e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -14149153.000000 Penalty: 3872.309326
	Iteration 6F: 3 clusters Score -1.414915e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94811 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -14153577.000000 Penalty: 3872.309326
	Iteration 7F: 3 clusters Score -1.415358e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100044 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -14157555.000000 Penalty: 3872.309326
	Iteration 8F: 3 clusters Score -1.415756e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105508 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -14160830.000000 Penalty: 3872.309326
	Iteration 9Q: 3 clusters Score -1.416083e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111068 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -14163638.000000 Penalty: 3872.309326
	Iteration 10Q: 3 clusters Score -1.416364e+07 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116792 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -14166384.000000 Penalty: 3872.309326
	Iteration 11Q: 3 clusters Score -1.416638e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122695 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -14169524.000000 Penalty: 3872.309326
	Iteration 12Q: 3 clusters Score -1.416952e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128486 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -14172911.000000 Penalty: 3872.309326
	Iteration 13Q: 3 clusters Score -1.417291e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134095 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -14176680.000000 Penalty: 3872.309326
	Iteration 14Q: 3 clusters Score -1.417668e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139199 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -14180660.000000 Penalty: 3872.309326
	Iteration 15Q: 3 clusters Score -1.418066e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143350 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -14184131.000000 Penalty: 3872.309326
	Iteration 16Q: 3 clusters Score -1.418413e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146058 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -14186291.000000 Penalty: 3872.309326
	Iteration 17Q: 3 clusters Score -1.418629e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147505 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -14187498.000000 Penalty: 3872.309326
	Iteration 18Q: 3 clusters Score -1.41875e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148157 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -14188005.000000 Penalty: 3872.309326
	Iteration 19Q: 3 clusters Score -1.4188e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -14188290.000000 Penalty: 3872.309326
	Iteration 20F: 3 clusters Score -1.418829e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148641 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -14188477.000000 Penalty: 3872.309326
	Iteration 21Q: 3 clusters Score -1.418848e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148727 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14188571.000000 Penalty: 3872.309326
	Iteration 22Q: 3 clusters Score -1.418857e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148774 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -14188615.000000 Penalty: 3872.309326
	Iteration 23Q: 3 clusters Score -1.418862e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14188627.000000 Penalty: 3872.309326
	Iteration 24Q: 3 clusters Score -1.418863e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148839 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14188652.000000 Penalty: 3872.309326
	Iteration 25Q: 3 clusters Score -1.418865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148851 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -14188681.000000 Penalty: 3872.309326
	Iteration 26Q: 3 clusters Score -1.418868e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148868 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -14188716.000000 Penalty: 3872.309326
	Iteration 27Q: 3 clusters Score -1.418872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148886 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -14188740.000000 Penalty: 3872.309326
	Iteration 28Q: 3 clusters Score -1.418874e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148897 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14188740.000000 Penalty: 3872.309326
	Iteration 29Q: 3 clusters Score -1.418874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148905 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -14188747.000000 Penalty: 3872.309326
	Iteration 30Q: 3 clusters Score -1.418875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148913 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -14188741.000000 Penalty: 3872.309326
	Iteration 31Q: 3 clusters Score -1.418874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148918 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -14188759.000000 Penalty: 3872.309326
	Iteration 32Q: 3 clusters Score -1.418876e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148923 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -14188762.000000 Penalty: 3872.309326
	Iteration 33Q: 3 clusters Score -1.418876e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148922 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -14188767.000000 Penalty: 3872.309326
	Iteration 34Q: 3 clusters Score -1.418877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148925 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14188772.000000 Penalty: 3872.309326
	Iteration 35Q: 3 clusters Score -1.418877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148932 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -14188780.000000 Penalty: 3872.309326
	Iteration 36Q: 3 clusters Score -1.418878e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148937 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -14188781.000000 Penalty: 3872.309326
	Iteration 37Q: 3 clusters Score -1.418878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14188778.000000 Penalty: 3872.309326
	Iteration 38Q: 3 clusters Score -1.418878e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148940 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14188784.000000 Penalty: 3872.309326
	Iteration 39Q: 3 clusters Score -1.418878e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14188771.000000 Penalty: 3872.309326
	Iteration 40F: 3 clusters Score -1.418877e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14188780.000000 Penalty: 3872.309326
	Iteration 41Q: 3 clusters Score -1.418878e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14188783.000000 Penalty: 3872.309326
	Iteration 42Q: 3 clusters Score -1.418878e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14188783.000000 Penalty: 3872.309326
	Iteration 43F: 3 clusters Score -1.418878e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Entering Unmasked Estep 
Score: -626476.562500 Penalty: 1427.052612
	Iteration 0F: 2 clusters Score -626476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -621600.437500 Penalty: 2854.105225
	Iteration 0F: 3 clusters Score -621600.4 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -622946.937500 Penalty: 2854.105225
	Iteration 1F: 3 clusters Score -622946.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -623135.687500 Penalty: 2854.105225
	Iteration 2F: 3 clusters Score -623135.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -623256.812500 Penalty: 2854.105225
	Iteration 3Q: 3 clusters Score -623256.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -623348.625000 Penalty: 2854.105225
	Iteration 4Q: 3 clusters Score -623348.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -623432.250000 Penalty: 2854.105225
	Iteration 5Q: 3 clusters Score -623432.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -623493.750000 Penalty: 2854.105225
	Iteration 6Q: 3 clusters Score -623493.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -623565.187500 Penalty: 2854.105225
	Iteration 7Q: 3 clusters Score -623565.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -623634.375000 Penalty: 2854.105225
	Iteration 8Q: 3 clusters Score -623634.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -623704.000000 Penalty: 2854.105225
	Iteration 9Q: 3 clusters Score -623704 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -623782.500000 Penalty: 2854.105225
	Iteration 10Q: 3 clusters Score -623782.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -623890.312500 Penalty: 2854.105225
	Iteration 11Q: 3 clusters Score -623890.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -624018.750000 Penalty: 2854.105225
	Iteration 12Q: 3 clusters Score -624018.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -624178.750000 Penalty: 2854.105225
	Iteration 13Q: 3 clusters Score -624178.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -624359.250000 Penalty: 2854.105225
	Iteration 14Q: 3 clusters Score -624359.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -624528.250000 Penalty: 2854.105225
	Iteration 15Q: 3 clusters Score -624528.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -624694.062500 Penalty: 2854.105225
	Iteration 16Q: 3 clusters Score -624694.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -624847.562500 Penalty: 2854.105225
	Iteration 17Q: 3 clusters Score -624847.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -624953.062500 Penalty: 2854.105225
	Iteration 18Q: 3 clusters Score -624953.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -625035.125000 Penalty: 2854.105225
	Iteration 19Q: 3 clusters Score -625035.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -625103.250000 Penalty: 2854.105225
	Iteration 20F: 3 clusters Score -625103.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -625143.375000 Penalty: 2854.105225
	Iteration 21Q: 3 clusters Score -625143.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -625177.187500 Penalty: 2854.105225
	Iteration 22Q: 3 clusters Score -625177.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -625204.687500 Penalty: 2854.105225
	Iteration 23Q: 3 clusters Score -625204.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -625219.437500 Penalty: 2854.105225
	Iteration 24Q: 3 clusters Score -625219.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -625232.562500 Penalty: 2854.105225
	Iteration 25Q: 3 clusters Score -625232.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -625241.250000 Penalty: 2854.105225
	Iteration 26Q: 3 clusters Score -625241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -625245.937500 Penalty: 2854.105225
	Iteration 27Q: 3 clusters Score -625245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -625251.937500 Penalty: 2854.105225
	Iteration 28Q: 3 clusters Score -625251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -625255.750000 Penalty: 2854.105225
	Iteration 29Q: 3 clusters Score -625255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -625259.750000 Penalty: 2854.105225
	Iteration 30Q: 3 clusters Score -625259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -625267.187500 Penalty: 2854.105225
	Iteration 31Q: 3 clusters Score -625267.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -625268.250000 Penalty: 2854.105225
	Iteration 32Q: 3 clusters Score -625268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -625272.000000 Penalty: 2854.105225
	Iteration 33Q: 3 clusters Score -625272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -625272.562500 Penalty: 2854.105225
	Iteration 34Q: 3 clusters Score -625272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -625273.937500 Penalty: 2854.105225
	Iteration 35Q: 3 clusters Score -625273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -625275.062500 Penalty: 2854.105225
	Iteration 36Q: 3 clusters Score -625275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -625277.562500 Penalty: 2854.105225
	Iteration 37Q: 3 clusters Score -625277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -625277.437500 Penalty: 2854.105225
	Iteration 38Q: 3 clusters Score -625277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -625277.750000 Penalty: 2854.105225
	Iteration 39Q: 3 clusters Score -625277.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -625277.750000 Penalty: 2854.105225
	Iteration 40F: 3 clusters Score -625277.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Entering Unmasked Estep 
Score: -609207.875000 Penalty: 1431.941772
	Iteration 0F: 2 clusters Score -609207.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -604193.812500 Penalty: 2863.883545
	Iteration 0F: 3 clusters Score -604193.8 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -605698.000000 Penalty: 2863.883545
	Iteration 1F: 3 clusters Score -605698 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -605923.562500 Penalty: 2863.883545
	Iteration 2F: 3 clusters Score -605923.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -606111.187500 Penalty: 2863.883545
	Iteration 3F: 3 clusters Score -606111.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -606273.437500 Penalty: 2863.883545
	Iteration 4Q: 3 clusters Score -606273.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -606417.375000 Penalty: 2863.883545
	Iteration 5Q: 3 clusters Score -606417.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -606598.437500 Penalty: 2863.883545
	Iteration 6Q: 3 clusters Score -606598.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -606793.062500 Penalty: 2863.883545
	Iteration 7Q: 3 clusters Score -606793.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -607061.812500 Penalty: 2863.883545
	Iteration 8Q: 3 clusters Score -607061.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -607416.375000 Penalty: 2863.883545
	Iteration 9Q: 3 clusters Score -607416.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -607801.625000 Penalty: 2863.883545
	Iteration 10Q: 3 clusters Score -607801.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -608315.812500 Penalty: 2863.883545
	Iteration 11F: 3 clusters Score -608315.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -608845.375000 Penalty: 2863.883545
	Iteration 12Q: 3 clusters Score -608845.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -609158.437500 Penalty: 2863.883545
	Iteration 13Q: 3 clusters Score -609158.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -609275.000000 Penalty: 2863.883545
	Iteration 14Q: 3 clusters Score -609275 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -609322.875000 Penalty: 2863.883545
	Iteration 15Q: 3 clusters Score -609322.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -609333.062500 Penalty: 2863.883545
	Iteration 16Q: 3 clusters Score -609333.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -609337.937500 Penalty: 2863.883545
	Iteration 17Q: 3 clusters Score -609337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -609340.687500 Penalty: 2863.883545
	Iteration 18Q: 3 clusters Score -609340.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -609342.062500 Penalty: 2863.883545
	Iteration 19Q: 3 clusters Score -609342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -609345.062500 Penalty: 2863.883545
	Iteration 20F: 3 clusters Score -609345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -609346.562500 Penalty: 2863.883545
	Iteration 21Q: 3 clusters Score -609346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -609346.687500 Penalty: 2863.883545
	Iteration 22Q: 3 clusters Score -609346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -609346.687500 Penalty: 2863.883545
	Iteration 23F: 3 clusters Score -609346.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 108253 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 31141 members 
Mstep: Class 5 contains 1070 members 
Mstep: Class 6 contains 12112 members 
Mstep: Class 7 contains 103174 members 
Mstep: Class 8 contains 149462 members 
Mstep: Class 9 contains 7255 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 4187 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 5571 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 79366 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 2527 members 
Mstep: Class 19 contains 5375 members 
Entering Unmasked Estep 
Score: -52382472.000000 Penalty: 40907.082031
Splitting cluster 11 changes total score from -52379648.000000 to -52382472.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 12 (10152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Entering Unmasked Estep 
Score: -936912.687500 Penalty: 1499.131714
	Iteration 0F: 2 clusters Score -936912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -929623.875000 Penalty: 2998.263428
	Iteration 0F: 3 clusters Score -929623.9 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -931910.187500 Penalty: 2998.263428
	Iteration 1F: 3 clusters Score -931910.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -932127.250000 Penalty: 2998.263428
	Iteration 2F: 3 clusters Score -932127.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -932281.500000 Penalty: 2998.263428
	Iteration 3Q: 3 clusters Score -932281.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -932401.812500 Penalty: 2998.263428
	Iteration 4Q: 3 clusters Score -932401.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -932518.562500 Penalty: 2998.263428
	Iteration 5Q: 3 clusters Score -932518.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -932658.500000 Penalty: 2998.263428
	Iteration 6Q: 3 clusters Score -932658.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -932810.312500 Penalty: 2998.263428
	Iteration 7Q: 3 clusters Score -932810.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -932983.437500 Penalty: 2998.263428
	Iteration 8Q: 3 clusters Score -932983.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -933201.687500 Penalty: 2998.263428
	Iteration 9Q: 3 clusters Score -933201.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -933472.000000 Penalty: 2998.263428
	Iteration 10Q: 3 clusters Score -933472 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -933772.062500 Penalty: 2998.263428
	Iteration 11Q: 3 clusters Score -933772.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -934122.187500 Penalty: 2998.263428
	Iteration 12F: 3 clusters Score -934122.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -934456.312500 Penalty: 2998.263428
	Iteration 13Q: 3 clusters Score -934456.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -934704.437500 Penalty: 2998.263428
	Iteration 14Q: 3 clusters Score -934704.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -934915.062500 Penalty: 2998.263428
	Iteration 15Q: 3 clusters Score -934915.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -935117.312500 Penalty: 2998.263428
	Iteration 16Q: 3 clusters Score -935117.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -935314.000000 Penalty: 2998.263428
	Iteration 17Q: 3 clusters Score -935314 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -935507.625000 Penalty: 2998.263428
	Iteration 18Q: 3 clusters Score -935507.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -935659.125000 Penalty: 2998.263428
	Iteration 19Q: 3 clusters Score -935659.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -935745.000000 Penalty: 2998.263428
	Iteration 20F: 3 clusters Score -935745 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -935795.250000 Penalty: 2998.263428
	Iteration 21Q: 3 clusters Score -935795.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -935826.750000 Penalty: 2998.263428
	Iteration 22Q: 3 clusters Score -935826.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -935851.250000 Penalty: 2998.263428
	Iteration 23Q: 3 clusters Score -935851.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -935864.687500 Penalty: 2998.263428
	Iteration 24Q: 3 clusters Score -935864.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -935873.875000 Penalty: 2998.263428
	Iteration 25Q: 3 clusters Score -935873.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -935876.875000 Penalty: 2998.263428
	Iteration 26Q: 3 clusters Score -935876.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -935882.250000 Penalty: 2998.263428
	Iteration 27Q: 3 clusters Score -935882.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -935885.562500 Penalty: 2998.263428
	Iteration 28Q: 3 clusters Score -935885.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -935885.937500 Penalty: 2998.263428
	Iteration 29Q: 3 clusters Score -935885.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -935888.562500 Penalty: 2998.263428
	Iteration 30Q: 3 clusters Score -935888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -935891.000000 Penalty: 2998.263428
	Iteration 31Q: 3 clusters Score -935891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -935892.187500 Penalty: 2998.263428
	Iteration 32Q: 3 clusters Score -935892.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -935895.250000 Penalty: 2998.263428
	Iteration 33Q: 3 clusters Score -935895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -935896.625000 Penalty: 2998.263428
	Iteration 34Q: 3 clusters Score -935896.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -935897.812500 Penalty: 2998.263428
	Iteration 35Q: 3 clusters Score -935897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -935899.500000 Penalty: 2998.263428
	Iteration 36Q: 3 clusters Score -935899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -935900.750000 Penalty: 2998.263428
	Iteration 37Q: 3 clusters Score -935900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -935900.937500 Penalty: 2998.263428
	Iteration 38Q: 3 clusters Score -935900.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -935900.937500 Penalty: 2998.263428
	Iteration 39F: 3 clusters Score -935900.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -488296.875000 Penalty: 1401.616089
	Iteration 0F: 2 clusters Score -488296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -484039.968750 Penalty: 2803.232178
	Iteration 0F: 3 clusters Score -484040 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -485570.031250 Penalty: 2803.232178
	Iteration 1F: 3 clusters Score -485570 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -486092.156250 Penalty: 2803.232178
	Iteration 2F: 3 clusters Score -486092.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -486662.875000 Penalty: 2803.232178
	Iteration 3F: 3 clusters Score -486662.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -487170.750000 Penalty: 2803.232178
	Iteration 4F: 3 clusters Score -487170.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -487525.593750 Penalty: 2803.232178
	Iteration 5F: 3 clusters Score -487525.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -487708.875000 Penalty: 2803.232178
	Iteration 6Q: 3 clusters Score -487708.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -487804.000000 Penalty: 2803.232178
	Iteration 7Q: 3 clusters Score -487804 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -487897.968750 Penalty: 2803.232178
	Iteration 8Q: 3 clusters Score -487898 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -487965.812500 Penalty: 2803.232178
	Iteration 9Q: 3 clusters Score -487965.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -487991.093750 Penalty: 2803.232178
	Iteration 10Q: 3 clusters Score -487991.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -488003.312500 Penalty: 2803.232178
	Iteration 11Q: 3 clusters Score -488003.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -488009.875000 Penalty: 2803.232178
	Iteration 12Q: 3 clusters Score -488009.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -488012.812500 Penalty: 2803.232178
	Iteration 13Q: 3 clusters Score -488012.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -488015.125000 Penalty: 2803.232178
	Iteration 14Q: 3 clusters Score -488015.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -488017.875000 Penalty: 2803.232178
	Iteration 15Q: 3 clusters Score -488017.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -488020.093750 Penalty: 2803.232178
	Iteration 16Q: 3 clusters Score -488020.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -488020.375000 Penalty: 2803.232178
	Iteration 17Q: 3 clusters Score -488020.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -488025.687500 Penalty: 2803.232178
	Iteration 18Q: 3 clusters Score -488025.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -488026.750000 Penalty: 2803.232178
	Iteration 19Q: 3 clusters Score -488026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -488027.031250 Penalty: 2803.232178
	Iteration 20F: 3 clusters Score -488027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -488028.343750 Penalty: 2803.232178
	Iteration 21Q: 3 clusters Score -488028.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -488028.093750 Penalty: 2803.232178
	Iteration 22Q: 3 clusters Score -488028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -488028.093750 Penalty: 2803.232178
	Iteration 23Q: 3 clusters Score -488028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -488028.531250 Penalty: 2803.232178
	Iteration 24Q: 3 clusters Score -488028.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -488028.875000 Penalty: 2803.232178
	Iteration 25Q: 3 clusters Score -488028.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -488029.250000 Penalty: 2803.232178
	Iteration 26Q: 3 clusters Score -488029.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -488029.125000 Penalty: 2803.232178
	Iteration 27Q: 3 clusters Score -488029.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -488029.125000 Penalty: 2803.232178
	Iteration 28F: 3 clusters Score -488029.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -395542.125000 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -395542.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -391822.812500 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -391822.8 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -393122.093750 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -393122.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -393508.562500 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -393508.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -393852.187500 Penalty: 2745.200439
	Iteration 3F: 3 clusters Score -393852.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -394147.093750 Penalty: 2745.200439
	Iteration 4F: 3 clusters Score -394147.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -394396.718750 Penalty: 2745.200439
	Iteration 5F: 3 clusters Score -394396.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -394635.343750 Penalty: 2745.200439
	Iteration 6F: 3 clusters Score -394635.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -394805.437500 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -394805.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -394885.750000 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -394885.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -394933.593750 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -394933.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -394962.187500 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -394962.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -394984.906250 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -394984.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -395004.812500 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -395004.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -395018.562500 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -395018.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -395027.750000 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -395027.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -395035.656250 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -395035.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -395040.093750 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -395040.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -395046.031250 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -395046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -395051.406250 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -395051.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -395053.687500 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -395053.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -395056.906250 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -395056.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -395058.968750 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -395059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -395060.281250 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -395060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -395060.687500 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -395060.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -395063.281250 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -395063.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -395063.906250 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -395063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -395064.843750 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -395064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -395065.406250 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -395065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -395064.812500 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -395064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -395065.281250 Penalty: 2745.200439
	Iteration 29Q: 3 clusters Score -395065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -395065.187500 Penalty: 2745.200439
	Iteration 30Q: 3 clusters Score -395065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -395065.187500 Penalty: 2745.200439
	Iteration 31F: 3 clusters Score -395065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Entering Unmasked Estep 
Score: -462431.812500 Penalty: 1387.389160
	Iteration 0F: 2 clusters Score -462431.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -458369.593750 Penalty: 2774.778320
	Iteration 0F: 3 clusters Score -458369.6 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -459482.750000 Penalty: 2774.778320
	Iteration 1F: 3 clusters Score -459482.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -459687.531250 Penalty: 2774.778320
	Iteration 2F: 3 clusters Score -459687.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -459840.625000 Penalty: 2774.778320
	Iteration 3F: 3 clusters Score -459840.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -459977.843750 Penalty: 2774.778320
	Iteration 4Q: 3 clusters Score -459977.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -460116.718750 Penalty: 2774.778320
	Iteration 5Q: 3 clusters Score -460116.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -460265.312500 Penalty: 2774.778320
	Iteration 6Q: 3 clusters Score -460265.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -460442.218750 Penalty: 2774.778320
	Iteration 7Q: 3 clusters Score -460442.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -460625.500000 Penalty: 2774.778320
	Iteration 8Q: 3 clusters Score -460625.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -460832.750000 Penalty: 2774.778320
	Iteration 9Q: 3 clusters Score -460832.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -461026.281250 Penalty: 2774.778320
	Iteration 10Q: 3 clusters Score -461026.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -461202.281250 Penalty: 2774.778320
	Iteration 11Q: 3 clusters Score -461202.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -461338.625000 Penalty: 2774.778320
	Iteration 12Q: 3 clusters Score -461338.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -461424.343750 Penalty: 2774.778320
	Iteration 13Q: 3 clusters Score -461424.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -461477.531250 Penalty: 2774.778320
	Iteration 14Q: 3 clusters Score -461477.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -461518.125000 Penalty: 2774.778320
	Iteration 15Q: 3 clusters Score -461518.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -461550.781250 Penalty: 2774.778320
	Iteration 16Q: 3 clusters Score -461550.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -461566.937500 Penalty: 2774.778320
	Iteration 17Q: 3 clusters Score -461566.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -461575.062500 Penalty: 2774.778320
	Iteration 18Q: 3 clusters Score -461575.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -461577.250000 Penalty: 2774.778320
	Iteration 19Q: 3 clusters Score -461577.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -461579.625000 Penalty: 2774.778320
	Iteration 20F: 3 clusters Score -461579.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -461583.687500 Penalty: 2774.778320
	Iteration 21Q: 3 clusters Score -461583.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -461587.406250 Penalty: 2774.778320
	Iteration 22Q: 3 clusters Score -461587.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -461588.781250 Penalty: 2774.778320
	Iteration 23Q: 3 clusters Score -461588.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -461589.375000 Penalty: 2774.778320
	Iteration 24Q: 3 clusters Score -461589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -461592.062500 Penalty: 2774.778320
	Iteration 25Q: 3 clusters Score -461592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -461594.156250 Penalty: 2774.778320
	Iteration 26Q: 3 clusters Score -461594.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -461596.031250 Penalty: 2774.778320
	Iteration 27Q: 3 clusters Score -461596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -461598.437500 Penalty: 2774.778320
	Iteration 28Q: 3 clusters Score -461598.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -461598.656250 Penalty: 2774.778320
	Iteration 29Q: 3 clusters Score -461598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -461599.312500 Penalty: 2774.778320
	Iteration 30Q: 3 clusters Score -461599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -461598.968750 Penalty: 2774.778320
	Iteration 31Q: 3 clusters Score -461599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -461598.968750 Penalty: 2774.778320
	Iteration 32F: 3 clusters Score -461599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79366 members 
Entering Unmasked Estep 
Score: -7606958.500000 Penalty: 1833.296631
	Iteration 0F: 2 clusters Score -7606958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -7553930.000000 Penalty: 3666.593262
	Iteration 0F: 3 clusters Score -7553930 nChanged 37768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7575791.000000 Penalty: 3666.593262
	Iteration 1F: 3 clusters Score -7575791 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -7576503.000000 Penalty: 3666.593262
	Iteration 2Q: 3 clusters Score -7576503 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -7577320.500000 Penalty: 3666.593262
	Iteration 3Q: 3 clusters Score -7577320 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -7578190.500000 Penalty: 3666.593262
	Iteration 4Q: 3 clusters Score -7578190 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -7579224.500000 Penalty: 3666.593262
	Iteration 5Q: 3 clusters Score -7579224 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -7580398.000000 Penalty: 3666.593262
	Iteration 6Q: 3 clusters Score -7580398 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -7581945.500000 Penalty: 3666.593262
	Iteration 7Q: 3 clusters Score -7581946 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -7584107.000000 Penalty: 3666.593262
	Iteration 8Q: 3 clusters Score -7584107 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -7587227.000000 Penalty: 3666.593262
	Iteration 9F: 3 clusters Score -7587227 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -7591125.000000 Penalty: 3666.593262
	Iteration 10F: 3 clusters Score -7591125 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -7594950.500000 Penalty: 3666.593262
	Iteration 11F: 3 clusters Score -7594950 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -7597428.000000 Penalty: 3666.593262
	Iteration 12Q: 3 clusters Score -7597428 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -7598925.500000 Penalty: 3666.593262
	Iteration 13Q: 3 clusters Score -7598926 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -7599929.500000 Penalty: 3666.593262
	Iteration 14Q: 3 clusters Score -7599930 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -7600721.500000 Penalty: 3666.593262
	Iteration 15Q: 3 clusters Score -7600722 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -7601470.000000 Penalty: 3666.593262
	Iteration 16Q: 3 clusters Score -7601470 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -7602138.000000 Penalty: 3666.593262
	Iteration 17Q: 3 clusters Score -7602138 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -7602725.000000 Penalty: 3666.593262
	Iteration 18Q: 3 clusters Score -7602725 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -7603163.500000 Penalty: 3666.593262
	Iteration 19Q: 3 clusters Score -7603164 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -7603543.500000 Penalty: 3666.593262
	Iteration 20F: 3 clusters Score -7603544 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -7603826.500000 Penalty: 3666.593262
	Iteration 21Q: 3 clusters Score -7603826 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -7604042.500000 Penalty: 3666.593262
	Iteration 22Q: 3 clusters Score -7604042 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -7604137.500000 Penalty: 3666.593262
	Iteration 23Q: 3 clusters Score -7604138 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -7604188.000000 Penalty: 3666.593262
	Iteration 24Q: 3 clusters Score -7604188 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -7604217.000000 Penalty: 3666.593262
	Iteration 25Q: 3 clusters Score -7604217 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -7604257.000000 Penalty: 3666.593262
	Iteration 26Q: 3 clusters Score -7604257 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -7604285.500000 Penalty: 3666.593262
	Iteration 27Q: 3 clusters Score -7604286 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -7604289.500000 Penalty: 3666.593262
	Iteration 28Q: 3 clusters Score -7604290 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -7604303.500000 Penalty: 3666.593262
	Iteration 29Q: 3 clusters Score -7604304 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -7604336.000000 Penalty: 3666.593262
	Iteration 30Q: 3 clusters Score -7604336 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -7604351.000000 Penalty: 3666.593262
	Iteration 31Q: 3 clusters Score -7604351 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7604362.500000 Penalty: 3666.593262
	Iteration 32Q: 3 clusters Score -7604362 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -7604360.000000 Penalty: 3666.593262
	Iteration 33Q: 3 clusters Score -7604360 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -7604378.000000 Penalty: 3666.593262
	Iteration 34Q: 3 clusters Score -7604378 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -7604389.500000 Penalty: 3666.593262
	Iteration 35Q: 3 clusters Score -7604390 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -7604369.500000 Penalty: 3666.593262
	Iteration 36Q: 3 clusters Score -7604370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7604389.000000 Penalty: 3666.593262
	Iteration 37Q: 3 clusters Score -7604389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -7604368.500000 Penalty: 3666.593262
	Iteration 38Q: 3 clusters Score -7604368 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -7604381.000000 Penalty: 3666.593262
	Iteration 39Q: 3 clusters Score -7604381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -7604375.500000 Penalty: 3666.593262
	Iteration 40F: 3 clusters Score -7604376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -7604372.000000 Penalty: 3666.593262
	Iteration 41Q: 3 clusters Score -7604372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -7604374.500000 Penalty: 3666.593262
	Iteration 42Q: 3 clusters Score -7604374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -7604383.000000 Penalty: 3666.593262
	Iteration 43Q: 3 clusters Score -7604383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -7604377.500000 Penalty: 3666.593262
	Iteration 44Q: 3 clusters Score -7604378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -7604375.000000 Penalty: 3666.593262
	Iteration 45Q: 3 clusters Score -7604375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7604380.500000 Penalty: 3666.593262
	Iteration 46Q: 3 clusters Score -7604380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -7604381.500000 Penalty: 3666.593262
	Iteration 47Q: 3 clusters Score -7604382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7604377.500000 Penalty: 3666.593262
	Iteration 48Q: 3 clusters Score -7604378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -7604378.500000 Penalty: 3666.593262
	Iteration 49Q: 3 clusters Score -7604378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -7604367.500000 Penalty: 3666.593262
	Iteration 50Q: 3 clusters Score -7604368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -7604378.500000 Penalty: 3666.593262
	Iteration 51Q: 3 clusters Score -7604378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -7604377.500000 Penalty: 3666.593262
	Iteration 52Q: 3 clusters Score -7604378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -7604384.000000 Penalty: 3666.593262
	Iteration 53Q: 3 clusters Score -7604384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -7604376.000000 Penalty: 3666.593262
	Iteration 54Q: 3 clusters Score -7604376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -7604378.500000 Penalty: 3666.593262
	Iteration 55Q: 3 clusters Score -7604378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -7604375.000000 Penalty: 3666.593262
	Iteration 56Q: 3 clusters Score -7604375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -7604377.500000 Penalty: 3666.593262
	Iteration 57Q: 3 clusters Score -7604378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -7604378.000000 Penalty: 3666.593262
	Iteration 58Q: 3 clusters Score -7604378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -7604378.000000 Penalty: 3666.593262
	Iteration 59F: 3 clusters Score -7604378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Entering Unmasked Estep 
Score: -388807.531250 Penalty: 1361.264282
	Iteration 0F: 2 clusters Score -388807.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -385223.718750 Penalty: 2722.528564
	Iteration 0F: 3 clusters Score -385223.7 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -386171.781250 Penalty: 2722.528564
	Iteration 1F: 3 clusters Score -386171.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -386383.656250 Penalty: 2722.528564
	Iteration 2F: 3 clusters Score -386383.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -386517.875000 Penalty: 2722.528564
	Iteration 3F: 3 clusters Score -386517.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -386626.156250 Penalty: 2722.528564
	Iteration 4Q: 3 clusters Score -386626.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -386731.031250 Penalty: 2722.528564
	Iteration 5Q: 3 clusters Score -386731 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -386876.187500 Penalty: 2722.528564
	Iteration 6Q: 3 clusters Score -386876.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -387043.218750 Penalty: 2722.528564
	Iteration 7Q: 3 clusters Score -387043.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -387220.875000 Penalty: 2722.528564
	Iteration 8Q: 3 clusters Score -387220.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -387415.687500 Penalty: 2722.528564
	Iteration 9Q: 3 clusters Score -387415.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -387610.750000 Penalty: 2722.528564
	Iteration 10Q: 3 clusters Score -387610.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -387757.812500 Penalty: 2722.528564
	Iteration 11Q: 3 clusters Score -387757.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -387859.843750 Penalty: 2722.528564
	Iteration 12Q: 3 clusters Score -387859.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -387940.562500 Penalty: 2722.528564
	Iteration 13Q: 3 clusters Score -387940.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -387991.000000 Penalty: 2722.528564
	Iteration 14Q: 3 clusters Score -387991 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -388022.843750 Penalty: 2722.528564
	Iteration 15Q: 3 clusters Score -388022.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -388045.343750 Penalty: 2722.528564
	Iteration 16Q: 3 clusters Score -388045.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -388064.875000 Penalty: 2722.528564
	Iteration 17Q: 3 clusters Score -388064.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -388083.687500 Penalty: 2722.528564
	Iteration 18Q: 3 clusters Score -388083.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -388099.718750 Penalty: 2722.528564
	Iteration 19Q: 3 clusters Score -388099.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -388115.187500 Penalty: 2722.528564
	Iteration 20F: 3 clusters Score -388115.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -388134.687500 Penalty: 2722.528564
	Iteration 21Q: 3 clusters Score -388134.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -388156.375000 Penalty: 2722.528564
	Iteration 22Q: 3 clusters Score -388156.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -388167.812500 Penalty: 2722.528564
	Iteration 23Q: 3 clusters Score -388167.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -388181.500000 Penalty: 2722.528564
	Iteration 24Q: 3 clusters Score -388181.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -388191.437500 Penalty: 2722.528564
	Iteration 25Q: 3 clusters Score -388191.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -388197.531250 Penalty: 2722.528564
	Iteration 26Q: 3 clusters Score -388197.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -388202.812500 Penalty: 2722.528564
	Iteration 27Q: 3 clusters Score -388202.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -388208.312500 Penalty: 2722.528564
	Iteration 28Q: 3 clusters Score -388208.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -388215.375000 Penalty: 2722.528564
	Iteration 29Q: 3 clusters Score -388215.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -388224.437500 Penalty: 2722.528564
	Iteration 30Q: 3 clusters Score -388224.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -388230.781250 Penalty: 2722.528564
	Iteration 31Q: 3 clusters Score -388230.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -388235.562500 Penalty: 2722.528564
	Iteration 32Q: 3 clusters Score -388235.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -388241.218750 Penalty: 2722.528564
	Iteration 33Q: 3 clusters Score -388241.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -388244.031250 Penalty: 2722.528564
	Iteration 34Q: 3 clusters Score -388244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -388246.062500 Penalty: 2722.528564
	Iteration 35Q: 3 clusters Score -388246.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -388247.312500 Penalty: 2722.528564
	Iteration 36Q: 3 clusters Score -388247.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -388251.750000 Penalty: 2722.528564
	Iteration 37Q: 3 clusters Score -388251.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -388253.531250 Penalty: 2722.528564
	Iteration 38Q: 3 clusters Score -388253.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -388255.531250 Penalty: 2722.528564
	Iteration 39Q: 3 clusters Score -388255.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -388259.218750 Penalty: 2722.528564
	Iteration 40F: 3 clusters Score -388259.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -388261.687500 Penalty: 2722.528564
	Iteration 41Q: 3 clusters Score -388261.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -388263.687500 Penalty: 2722.528564
	Iteration 42Q: 3 clusters Score -388263.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -388267.500000 Penalty: 2722.528564
	Iteration 43Q: 3 clusters Score -388267.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -388268.937500 Penalty: 2722.528564
	Iteration 44Q: 3 clusters Score -388268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -388270.093750 Penalty: 2722.528564
	Iteration 45Q: 3 clusters Score -388270.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -388270.843750 Penalty: 2722.528564
	Iteration 46Q: 3 clusters Score -388270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -388270.656250 Penalty: 2722.528564
	Iteration 47Q: 3 clusters Score -388270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -388271.406250 Penalty: 2722.528564
	Iteration 48Q: 3 clusters Score -388271.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -388271.406250 Penalty: 2722.528564
	Iteration 49F: 3 clusters Score -388271.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Entering Unmasked Estep 
Score: -510512.031250 Penalty: 1395.796021
	Iteration 0F: 2 clusters Score -510512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -506307.343750 Penalty: 2791.592041
	Iteration 0F: 3 clusters Score -506307.3 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -507336.343750 Penalty: 2791.592041
	Iteration 1F: 3 clusters Score -507336.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -507482.406250 Penalty: 2791.592041
	Iteration 2F: 3 clusters Score -507482.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -507608.031250 Penalty: 2791.592041
	Iteration 3F: 3 clusters Score -507608 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -507699.593750 Penalty: 2791.592041
	Iteration 4Q: 3 clusters Score -507699.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -507774.375000 Penalty: 2791.592041
	Iteration 5Q: 3 clusters Score -507774.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -507848.593750 Penalty: 2791.592041
	Iteration 6Q: 3 clusters Score -507848.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -507927.281250 Penalty: 2791.592041
	Iteration 7Q: 3 clusters Score -507927.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -508017.187500 Penalty: 2791.592041
	Iteration 8Q: 3 clusters Score -508017.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -508135.406250 Penalty: 2791.592041
	Iteration 9Q: 3 clusters Score -508135.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -508284.656250 Penalty: 2791.592041
	Iteration 10Q: 3 clusters Score -508284.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -508448.562500 Penalty: 2791.592041
	Iteration 11Q: 3 clusters Score -508448.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -508616.843750 Penalty: 2791.592041
	Iteration 12Q: 3 clusters Score -508616.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -508768.593750 Penalty: 2791.592041
	Iteration 13Q: 3 clusters Score -508768.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -508887.406250 Penalty: 2791.592041
	Iteration 14Q: 3 clusters Score -508887.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -508979.406250 Penalty: 2791.592041
	Iteration 15Q: 3 clusters Score -508979.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -509069.156250 Penalty: 2791.592041
	Iteration 16Q: 3 clusters Score -509069.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -509164.187500 Penalty: 2791.592041
	Iteration 17Q: 3 clusters Score -509164.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -509239.218750 Penalty: 2791.592041
	Iteration 18Q: 3 clusters Score -509239.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -509290.093750 Penalty: 2791.592041
	Iteration 19Q: 3 clusters Score -509290.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -509310.906250 Penalty: 2791.592041
	Iteration 20F: 3 clusters Score -509310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -509318.187500 Penalty: 2791.592041
	Iteration 21Q: 3 clusters Score -509318.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -509322.687500 Penalty: 2791.592041
	Iteration 22Q: 3 clusters Score -509322.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -509326.218750 Penalty: 2791.592041
	Iteration 23Q: 3 clusters Score -509326.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -509327.843750 Penalty: 2791.592041
	Iteration 24Q: 3 clusters Score -509327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -509327.843750 Penalty: 2791.592041
	Iteration 25F: 3 clusters Score -509327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 108253 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 31141 members 
Mstep: Class 5 contains 1070 members 
Mstep: Class 6 contains 12112 members 
Mstep: Class 7 contains 103174 members 
Mstep: Class 8 contains 149462 members 
Mstep: Class 10 contains 6515 members 
Mstep: Class 11 contains 4187 members 
Mstep: Class 12 contains 10152 members 
Mstep: Class 13 contains 5571 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 79366 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 19 contains 5375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52382980.000000 Penalty: 40907.082031
Iteration 79Q: 20 clusters Score -5.238298e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 108355 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 31221 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 12113 members 
Mstep: Class 7 contains 103169 members 
Mstep: Class 8 contains 149427 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4195 members 
Mstep: Class 12 contains 10153 members 
Mstep: Class 13 contains 5553 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 5094 members 
Mstep: Class 16 contains 79413 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 5387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383608.000000 Penalty: 40907.082031
Iteration 80F: 20 clusters Score -5.238361e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 108178 members 
Mstep: Class 3 contains 921 members 
Mstep: Class 4 contains 30893 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 12103 members 
Mstep: Class 7 contains 103158 members 
Mstep: Class 8 contains 149415 members 
Mstep: Class 9 contains 7579 members 
Mstep: Class 10 contains 6527 members 
Mstep: Class 11 contains 4212 members 
Mstep: Class 12 contains 10153 members 
Mstep: Class 13 contains 5533 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 5084 members 
Mstep: Class 16 contains 79414 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 5389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383704.000000 Penalty: 40907.082031
Iteration 81Q: 20 clusters Score -5.23837e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 108063 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 30732 members 
Mstep: Class 5 contains 1075 members 
Mstep: Class 6 contains 12087 members 
Mstep: Class 7 contains 103164 members 
Mstep: Class 8 contains 149401 members 
Mstep: Class 9 contains 7887 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 4234 members 
Mstep: Class 12 contains 10150 members 
Mstep: Class 13 contains 5518 members 
Mstep: Class 14 contains 4692 members 
Mstep: Class 15 contains 5082 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 4259 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 5378 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 20 clusters Score -5.238412e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 107998 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 30629 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 12072 members 
Mstep: Class 7 contains 103163 members 
Mstep: Class 8 contains 149401 members 
Mstep: Class 9 contains 8089 members 
Mstep: Class 10 contains 6527 members 
Mstep: Class 11 contains 4242 members 
Mstep: Class 12 contains 10150 members 
Mstep: Class 13 contains 5513 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4243 members 
Mstep: Class 18 contains 2631 members 
Mstep: Class 19 contains 5379 members 
Entering Unmasked Estep 
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Iteration 83Q: 20 clusters Score -5.238414e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 107983 members 
Mstep: Class 3 contains 962 members 
Mstep: Class 4 contains 30573 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 12056 members 
Mstep: Class 7 contains 103157 members 
Mstep: Class 8 contains 149392 members 
Mstep: Class 9 contains 8200 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 4263 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 79413 members 
Mstep: Class 17 contains 4231 members 
Mstep: Class 18 contains 2638 members 
Mstep: Class 19 contains 5380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384124.000000 Penalty: 40907.082031
Iteration 84Q: 20 clusters Score -5.238412e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 107979 members 
Mstep: Class 3 contains 970 members 
Mstep: Class 4 contains 30535 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 12039 members 
Mstep: Class 7 contains 103156 members 
Mstep: Class 8 contains 149379 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 6530 members 
Mstep: Class 11 contains 4281 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 5500 members 
Mstep: Class 14 contains 4719 members 
Mstep: Class 15 contains 5080 members 
Mstep: Class 16 contains 79409 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 18 contains 2647 members 
Mstep: Class 19 contains 5378 members 
Entering Unmasked Estep 
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Iteration 85Q: 20 clusters Score -5.238416e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 107970 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 30506 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 12029 members 
Mstep: Class 7 contains 103153 members 
Mstep: Class 8 contains 149369 members 
Mstep: Class 9 contains 8323 members 
Mstep: Class 10 contains 6532 members 
Mstep: Class 11 contains 4300 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 5494 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 79404 members 
Mstep: Class 17 contains 4211 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 5377 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 20 clusters Score -5.238411e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 107969 members 
Mstep: Class 3 contains 979 members 
Mstep: Class 4 contains 30482 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 12024 members 
Mstep: Class 7 contains 103150 members 
Mstep: Class 8 contains 149361 members 
Mstep: Class 9 contains 8373 members 
Mstep: Class 10 contains 6533 members 
Mstep: Class 11 contains 4315 members 
Mstep: Class 12 contains 10147 members 
Mstep: Class 13 contains 5487 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 5074 members 
Mstep: Class 16 contains 79402 members 
Mstep: Class 17 contains 4197 members 
Mstep: Class 18 contains 2649 members 
Mstep: Class 19 contains 5381 members 
Entering Unmasked Estep 
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Iteration 87Q: 20 clusters Score -5.238422e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 107971 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 30468 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 12012 members 
Mstep: Class 7 contains 103149 members 
Mstep: Class 8 contains 149360 members 
Mstep: Class 9 contains 8400 members 
Mstep: Class 10 contains 6534 members 
Mstep: Class 11 contains 4329 members 
Mstep: Class 12 contains 10147 members 
Mstep: Class 13 contains 5481 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 5070 members 
Mstep: Class 16 contains 79401 members 
Mstep: Class 17 contains 4183 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 5378 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 20 clusters Score -5.238426e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 107976 members 
Mstep: Class 3 contains 987 members 
Mstep: Class 4 contains 30458 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 12004 members 
Mstep: Class 7 contains 103147 members 
Mstep: Class 8 contains 149353 members 
Mstep: Class 9 contains 8415 members 
Mstep: Class 10 contains 6536 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 5481 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 5068 members 
Mstep: Class 16 contains 79401 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 2650 members 
Mstep: Class 19 contains 5379 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 20 clusters Score -5.238426e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 107981 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 30451 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11995 members 
Mstep: Class 7 contains 103144 members 
Mstep: Class 8 contains 149355 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 5477 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 5065 members 
Mstep: Class 16 contains 79402 members 
Mstep: Class 17 contains 4155 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 5381 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 20 clusters Score -5.238424e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 107978 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 30449 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11996 members 
Mstep: Class 7 contains 103140 members 
Mstep: Class 8 contains 149360 members 
Mstep: Class 9 contains 8444 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 4357 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 5467 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 5062 members 
Mstep: Class 16 contains 79396 members 
Mstep: Class 17 contains 4160 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 5382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384244.000000 Penalty: 40907.082031
Iteration 91Q: 20 clusters Score -5.238424e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 107976 members 
Mstep: Class 3 contains 988 members 
Mstep: Class 4 contains 30446 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11996 members 
Mstep: Class 7 contains 103142 members 
Mstep: Class 8 contains 149369 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 10149 members 
Mstep: Class 13 contains 5450 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 5059 members 
Mstep: Class 16 contains 79394 members 
Mstep: Class 17 contains 4168 members 
Mstep: Class 18 contains 2652 members 
Mstep: Class 19 contains 5378 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -5.23843e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 107983 members 
Mstep: Class 3 contains 989 members 
Mstep: Class 4 contains 30443 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11991 members 
Mstep: Class 7 contains 103148 members 
Mstep: Class 8 contains 149372 members 
Mstep: Class 9 contains 8457 members 
Mstep: Class 10 contains 6540 members 
Mstep: Class 11 contains 4362 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 5439 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 5058 members 
Mstep: Class 16 contains 79397 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 2654 members 
Mstep: Class 19 contains 5376 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -5.238433e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 107981 members 
Mstep: Class 3 contains 990 members 
Mstep: Class 4 contains 30442 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11991 members 
Mstep: Class 7 contains 103153 members 
Mstep: Class 8 contains 149380 members 
Mstep: Class 9 contains 8464 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 4361 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 5429 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 5058 members 
Mstep: Class 16 contains 79398 members 
Mstep: Class 17 contains 4159 members 
Mstep: Class 18 contains 2653 members 
Mstep: Class 19 contains 5374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384344.000000 Penalty: 40907.082031
Iteration 94Q: 20 clusters Score -5.238434e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 107981 members 
Mstep: Class 3 contains 991 members 
Mstep: Class 4 contains 30439 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11992 members 
Mstep: Class 7 contains 103158 members 
Mstep: Class 8 contains 149380 members 
Mstep: Class 9 contains 8467 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 5424 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 5058 members 
Mstep: Class 16 contains 79398 members 
Mstep: Class 17 contains 4153 members 
Mstep: Class 18 contains 2653 members 
Mstep: Class 19 contains 5373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384304.000000 Penalty: 40907.082031
Iteration 95Q: 20 clusters Score -5.23843e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 107981 members 
Mstep: Class 3 contains 992 members 
Mstep: Class 4 contains 30439 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11992 members 
Mstep: Class 7 contains 103160 members 
Mstep: Class 8 contains 149378 members 
Mstep: Class 9 contains 8467 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 4370 members 
Mstep: Class 12 contains 10148 members 
Mstep: Class 13 contains 5413 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 5055 members 
Mstep: Class 16 contains 79398 members 
Mstep: Class 17 contains 4161 members 
Mstep: Class 18 contains 2654 members 
Mstep: Class 19 contains 5370 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 20 clusters Score -5.238439e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 107979 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 30437 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11991 members 
Mstep: Class 7 contains 103164 members 
Mstep: Class 8 contains 149382 members 
Mstep: Class 9 contains 8469 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 4372 members 
Mstep: Class 12 contains 10147 members 
Mstep: Class 13 contains 5403 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 5051 members 
Mstep: Class 16 contains 79400 members 
Mstep: Class 17 contains 4167 members 
Mstep: Class 18 contains 2655 members 
Mstep: Class 19 contains 5365 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -5.238434e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 107978 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 30434 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11990 members 
Mstep: Class 7 contains 103166 members 
Mstep: Class 8 contains 149386 members 
Mstep: Class 9 contains 8473 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 4369 members 
Mstep: Class 12 contains 10145 members 
Mstep: Class 13 contains 5399 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 79400 members 
Mstep: Class 17 contains 4169 members 
Mstep: Class 18 contains 2657 members 
Mstep: Class 19 contains 5363 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -5.238435e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 107982 members 
Mstep: Class 3 contains 993 members 
Mstep: Class 4 contains 30427 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11989 members 
Mstep: Class 7 contains 103166 members 
Mstep: Class 8 contains 149385 members 
Mstep: Class 9 contains 8482 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 10144 members 
Mstep: Class 13 contains 5390 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 5049 members 
Mstep: Class 16 contains 79399 members 
Mstep: Class 17 contains 4177 members 
Mstep: Class 18 contains 2658 members 
Mstep: Class 19 contains 5359 members 
Entering Unmasked Estep 
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Iteration 99Q: 20 clusters Score -5.238438e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 107982 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30426 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11988 members 
Mstep: Class 7 contains 103169 members 
Mstep: Class 8 contains 149387 members 
Mstep: Class 9 contains 8484 members 
Mstep: Class 10 contains 6541 members 
Mstep: Class 11 contains 4359 members 
Mstep: Class 12 contains 10142 members 
Mstep: Class 13 contains 5387 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 79399 members 
Mstep: Class 17 contains 4182 members 
Mstep: Class 18 contains 2659 members 
Mstep: Class 19 contains 5356 members 
Entering Unmasked Estep 
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Iteration 100F: 20 clusters Score -5.238436e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 107986 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30423 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11984 members 
Mstep: Class 7 contains 103167 members 
Mstep: Class 8 contains 149392 members 
Mstep: Class 9 contains 8489 members 
Mstep: Class 10 contains 6542 members 
Mstep: Class 11 contains 4356 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 5377 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 5047 members 
Mstep: Class 16 contains 79399 members 
Mstep: Class 17 contains 4189 members 
Mstep: Class 18 contains 2659 members 
Mstep: Class 19 contains 5357 members 
Entering Unmasked Estep 
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Iteration 101Q: 20 clusters Score -5.238432e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 107988 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30422 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11980 members 
Mstep: Class 7 contains 103164 members 
Mstep: Class 8 contains 149388 members 
Mstep: Class 9 contains 8491 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4355 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 5371 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 79398 members 
Mstep: Class 17 contains 4201 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 19 contains 5358 members 
Entering Unmasked Estep 
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Iteration 102Q: 20 clusters Score -5.238442e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 107991 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11977 members 
Mstep: Class 7 contains 103165 members 
Mstep: Class 8 contains 149388 members 
Mstep: Class 9 contains 8493 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 5366 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 5044 members 
Mstep: Class 16 contains 79398 members 
Mstep: Class 17 contains 4212 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 19 contains 5357 members 
Entering Unmasked Estep 
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Iteration 103Q: 20 clusters Score -5.238437e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 107991 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11975 members 
Mstep: Class 7 contains 103165 members 
Mstep: Class 8 contains 149388 members 
Mstep: Class 9 contains 8495 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 5359 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5043 members 
Mstep: Class 16 contains 79401 members 
Mstep: Class 17 contains 4221 members 
Mstep: Class 18 contains 2661 members 
Mstep: Class 19 contains 5357 members 
Entering Unmasked Estep 
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Iteration 104Q: 20 clusters Score -5.23844e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 107992 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30419 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11973 members 
Mstep: Class 7 contains 103164 members 
Mstep: Class 8 contains 149388 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 5355 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 79404 members 
Mstep: Class 17 contains 4229 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5355 members 
Entering Unmasked Estep 
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Iteration 105Q: 20 clusters Score -5.238437e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 107993 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 11971 members 
Mstep: Class 7 contains 103163 members 
Mstep: Class 8 contains 149381 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 5353 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 5037 members 
Mstep: Class 16 contains 79406 members 
Mstep: Class 17 contains 4239 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5355 members 
Entering Unmasked Estep 
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Iteration 106Q: 20 clusters Score -5.238443e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 107995 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 11969 members 
Mstep: Class 7 contains 103164 members 
Mstep: Class 8 contains 149378 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 5348 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5036 members 
Mstep: Class 16 contains 79406 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 2665 members 
Mstep: Class 19 contains 5355 members 
Entering Unmasked Estep 
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Iteration 107Q: 20 clusters Score -5.23844e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 107998 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 11966 members 
Mstep: Class 7 contains 103164 members 
Mstep: Class 8 contains 149365 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 5349 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 79407 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 2666 members 
Mstep: Class 19 contains 5355 members 
Entering Unmasked Estep 
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Iteration 108Q: 20 clusters Score -5.238446e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 108000 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1081 members 
Mstep: Class 6 contains 11964 members 
Mstep: Class 7 contains 103165 members 
Mstep: Class 8 contains 149363 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 5344 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 5037 members 
Mstep: Class 16 contains 79407 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 5355 members 
Entering Unmasked Estep 
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Iteration 109Q: 20 clusters Score -5.238444e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 108001 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11963 members 
Mstep: Class 7 contains 103166 members 
Mstep: Class 8 contains 149360 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 5337 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 5040 members 
Mstep: Class 16 contains 79413 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384464.000000 Penalty: 40907.082031
Iteration 110Q: 20 clusters Score -5.238446e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 108002 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 103162 members 
Mstep: Class 8 contains 149364 members 
Mstep: Class 9 contains 8497 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4337 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 5329 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5041 members 
Mstep: Class 16 contains 79416 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 2666 members 
Mstep: Class 19 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384484.000000 Penalty: 40907.082031
Iteration 111Q: 20 clusters Score -5.238448e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 108002 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 103163 members 
Mstep: Class 8 contains 149371 members 
Mstep: Class 9 contains 8498 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4331 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 5317 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 5039 members 
Mstep: Class 16 contains 79416 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 2666 members 
Mstep: Class 19 contains 5355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384484.000000 Penalty: 40907.082031
Iteration 112Q: 20 clusters Score -5.238448e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 108002 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11962 members 
Mstep: Class 7 contains 103162 members 
Mstep: Class 8 contains 149375 members 
Mstep: Class 9 contains 8498 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4323 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 5305 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 5034 members 
Mstep: Class 16 contains 79417 members 
Mstep: Class 17 contains 4299 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384512.000000 Penalty: 40907.082031
Iteration 113Q: 20 clusters Score -5.238451e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 108002 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 103157 members 
Mstep: Class 8 contains 149373 members 
Mstep: Class 9 contains 8498 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4319 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 5295 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4319 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384476.000000 Penalty: 40907.082031
Iteration 114Q: 20 clusters Score -5.238448e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 108003 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 103155 members 
Mstep: Class 8 contains 149367 members 
Mstep: Class 9 contains 8498 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 5281 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4344 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384448.000000 Penalty: 40907.082031
Iteration 115Q: 20 clusters Score -5.238445e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 108003 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 103156 members 
Mstep: Class 8 contains 149359 members 
Mstep: Class 9 contains 8498 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 5040 members 
Mstep: Class 16 contains 79416 members 
Mstep: Class 17 contains 4373 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384440.000000 Penalty: 40907.082031
Iteration 116Q: 20 clusters Score -5.238444e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 108004 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 103155 members 
Mstep: Class 8 contains 149358 members 
Mstep: Class 9 contains 8498 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 5246 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 5037 members 
Mstep: Class 16 contains 79416 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384472.000000 Penalty: 40907.082031
Iteration 117Q: 20 clusters Score -5.238447e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 108004 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 103153 members 
Mstep: Class 8 contains 149362 members 
Mstep: Class 9 contains 8498 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4307 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 4823 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 79417 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384472.000000 Penalty: 40907.082031
Iteration 118Q: 20 clusters Score -5.238447e+07 nChanged 38
Entering ConstructFrom: 
Score: -52384472.000000 Penalty: 40907.082031
Entering ConstructFrom: 
Trying to split cluster 1 (26236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Entering Unmasked Estep 
Score: -2493022.250000 Penalty: 1653.419189
	Iteration 0F: 2 clusters Score -2493022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2475398.250000 Penalty: 3306.838379
	Iteration 0F: 3 clusters Score -2475398 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2482533.250000 Penalty: 3306.838379
	Iteration 1F: 3 clusters Score -2482533 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -2483725.000000 Penalty: 3306.838379
	Iteration 2F: 3 clusters Score -2483725 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2485036.750000 Penalty: 3306.838379
	Iteration 3F: 3 clusters Score -2485037 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2486324.750000 Penalty: 3306.838379
	Iteration 4F: 3 clusters Score -2486325 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2487502.750000 Penalty: 3306.838379
	Iteration 5F: 3 clusters Score -2487503 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2488401.500000 Penalty: 3306.838379
	Iteration 6F: 3 clusters Score -2488402 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -2489053.000000 Penalty: 3306.838379
	Iteration 7Q: 3 clusters Score -2489053 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2489526.250000 Penalty: 3306.838379
	Iteration 8Q: 3 clusters Score -2489526 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2489830.250000 Penalty: 3306.838379
	Iteration 9Q: 3 clusters Score -2489830 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2490035.250000 Penalty: 3306.838379
	Iteration 10Q: 3 clusters Score -2490035 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2490173.250000 Penalty: 3306.838379
	Iteration 11Q: 3 clusters Score -2490173 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2490261.750000 Penalty: 3306.838379
	Iteration 12Q: 3 clusters Score -2490262 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -2490328.750000 Penalty: 3306.838379
	Iteration 13Q: 3 clusters Score -2490329 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2490383.000000 Penalty: 3306.838379
	Iteration 14Q: 3 clusters Score -2490383 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2490423.750000 Penalty: 3306.838379
	Iteration 15Q: 3 clusters Score -2490424 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2490450.750000 Penalty: 3306.838379
	Iteration 16Q: 3 clusters Score -2490451 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2490489.500000 Penalty: 3306.838379
	Iteration 17Q: 3 clusters Score -2490490 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2490524.000000 Penalty: 3306.838379
	Iteration 18Q: 3 clusters Score -2490524 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2490563.500000 Penalty: 3306.838379
	Iteration 19Q: 3 clusters Score -2490564 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2490594.750000 Penalty: 3306.838379
	Iteration 20F: 3 clusters Score -2490595 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2490628.000000 Penalty: 3306.838379
	Iteration 21Q: 3 clusters Score -2490628 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2490663.500000 Penalty: 3306.838379
	Iteration 22Q: 3 clusters Score -2490664 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2490701.750000 Penalty: 3306.838379
	Iteration 23Q: 3 clusters Score -2490702 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2490730.000000 Penalty: 3306.838379
	Iteration 24Q: 3 clusters Score -2490730 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2490766.000000 Penalty: 3306.838379
	Iteration 25Q: 3 clusters Score -2490766 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2490784.750000 Penalty: 3306.838379
	Iteration 26Q: 3 clusters Score -2490785 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2490801.500000 Penalty: 3306.838379
	Iteration 27Q: 3 clusters Score -2490802 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2490822.500000 Penalty: 3306.838379
	Iteration 28Q: 3 clusters Score -2490822 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2490858.250000 Penalty: 3306.838379
	Iteration 29Q: 3 clusters Score -2490858 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2490884.250000 Penalty: 3306.838379
	Iteration 30Q: 3 clusters Score -2490884 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -2490913.750000 Penalty: 3306.838379
	Iteration 31Q: 3 clusters Score -2490914 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2490934.250000 Penalty: 3306.838379
	Iteration 32Q: 3 clusters Score -2490934 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2490943.000000 Penalty: 3306.838379
	Iteration 33Q: 3 clusters Score -2490943 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2490970.000000 Penalty: 3306.838379
	Iteration 34Q: 3 clusters Score -2490970 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2490997.250000 Penalty: 3306.838379
	Iteration 35Q: 3 clusters Score -2490997 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2491033.750000 Penalty: 3306.838379
	Iteration 36Q: 3 clusters Score -2491034 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2491057.250000 Penalty: 3306.838379
	Iteration 37Q: 3 clusters Score -2491057 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2491078.750000 Penalty: 3306.838379
	Iteration 38Q: 3 clusters Score -2491079 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2491110.750000 Penalty: 3306.838379
	Iteration 39Q: 3 clusters Score -2491111 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2491143.250000 Penalty: 3306.838379
	Iteration 40F: 3 clusters Score -2491143 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2491159.500000 Penalty: 3306.838379
	Iteration 41Q: 3 clusters Score -2491160 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2491178.250000 Penalty: 3306.838379
	Iteration 42Q: 3 clusters Score -2491178 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2491192.250000 Penalty: 3306.838379
	Iteration 43Q: 3 clusters Score -2491192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2491214.750000 Penalty: 3306.838379
	Iteration 44Q: 3 clusters Score -2491215 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2491233.500000 Penalty: 3306.838379
	Iteration 45Q: 3 clusters Score -2491234 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2491265.250000 Penalty: 3306.838379
	Iteration 46Q: 3 clusters Score -2491265 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2491285.500000 Penalty: 3306.838379
	Iteration 47Q: 3 clusters Score -2491286 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2491318.250000 Penalty: 3306.838379
	Iteration 48Q: 3 clusters Score -2491318 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2491344.000000 Penalty: 3306.838379
	Iteration 49Q: 3 clusters Score -2491344 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2491358.000000 Penalty: 3306.838379
	Iteration 50Q: 3 clusters Score -2491358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2491367.000000 Penalty: 3306.838379
	Iteration 51Q: 3 clusters Score -2491367 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2491376.000000 Penalty: 3306.838379
	Iteration 52Q: 3 clusters Score -2491376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2491378.750000 Penalty: 3306.838379
	Iteration 53Q: 3 clusters Score -2491379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2491381.500000 Penalty: 3306.838379
	Iteration 54Q: 3 clusters Score -2491382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2491382.000000 Penalty: 3306.838379
	Iteration 55Q: 3 clusters Score -2491382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2491381.500000 Penalty: 3306.838379
	Iteration 56Q: 3 clusters Score -2491382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2491388.250000 Penalty: 3306.838379
	Iteration 57Q: 3 clusters Score -2491388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2491390.250000 Penalty: 3306.838379
	Iteration 58Q: 3 clusters Score -2491390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -2491391.000000 Penalty: 3306.838379
	Iteration 59Q: 3 clusters Score -2491391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2491398.000000 Penalty: 3306.838379
	Iteration 60F: 3 clusters Score -2491398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2491406.500000 Penalty: 3306.838379
	Iteration 61Q: 3 clusters Score -2491406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2491409.250000 Penalty: 3306.838379
	Iteration 62Q: 3 clusters Score -2491409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2491412.750000 Penalty: 3306.838379
	Iteration 63Q: 3 clusters Score -2491413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -2491413.250000 Penalty: 3306.838379
	Iteration 64Q: 3 clusters Score -2491413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2491413.000000 Penalty: 3306.838379
	Iteration 65Q: 3 clusters Score -2491413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2491411.500000 Penalty: 3306.838379
	Iteration 66Q: 3 clusters Score -2491412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2491414.250000 Penalty: 3306.838379
	Iteration 67Q: 3 clusters Score -2491414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2491417.000000 Penalty: 3306.838379
	Iteration 68Q: 3 clusters Score -2491417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2491415.000000 Penalty: 3306.838379
	Iteration 69Q: 3 clusters Score -2491415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2491412.000000 Penalty: 3306.838379
	Iteration 70Q: 3 clusters Score -2491412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2491417.500000 Penalty: 3306.838379
	Iteration 71Q: 3 clusters Score -2491418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2491420.500000 Penalty: 3306.838379
	Iteration 72Q: 3 clusters Score -2491420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2491420.750000 Penalty: 3306.838379
	Iteration 73Q: 3 clusters Score -2491421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2491421.500000 Penalty: 3306.838379
	Iteration 74Q: 3 clusters Score -2491422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2491416.750000 Penalty: 3306.838379
	Iteration 75Q: 3 clusters Score -2491417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2491416.000000 Penalty: 3306.838379
	Iteration 76Q: 3 clusters Score -2491416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2491413.250000 Penalty: 3306.838379
	Iteration 77Q: 3 clusters Score -2491413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2491417.500000 Penalty: 3306.838379
	Iteration 78Q: 3 clusters Score -2491418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2491418.000000 Penalty: 3306.838379
	Iteration 79Q: 3 clusters Score -2491418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -2491417.000000 Penalty: 3306.838379
	Iteration 80F: 3 clusters Score -2491417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108004 members 
Entering Unmasked Estep 
Score: -10149269.000000 Penalty: 1883.362671
	Iteration 0F: 2 clusters Score -1.014927e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -10076957.000000 Penalty: 3766.725342
	Iteration 0F: 3 clusters Score -1.007696e+07 nChanged 51672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -10106651.000000 Penalty: 3766.725342
	Iteration 1F: 3 clusters Score -1.010665e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -10107400.000000 Penalty: 3766.725342
	Iteration 2Q: 3 clusters Score -1.01074e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Mstep: Class 2 contains 58240 members 
Entering Unmasked Estep 
Score: -10108329.000000 Penalty: 3766.725342
	Iteration 3Q: 3 clusters Score -1.010833e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -10110015.000000 Penalty: 3766.725342
	Iteration 4Q: 3 clusters Score -1.011002e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 65101 members 
Entering Unmasked Estep 
Score: -10112848.000000 Penalty: 3766.725342
	Iteration 5F: 3 clusters Score -1.011285e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 70786 members 
Entering Unmasked Estep 
Score: -10117400.000000 Penalty: 3766.725342
	Iteration 6F: 3 clusters Score -1.01174e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 77741 members 
Entering Unmasked Estep 
Score: -10123592.000000 Penalty: 3766.725342
	Iteration 7F: 3 clusters Score -1.012359e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 85134 members 
Entering Unmasked Estep 
Score: -10130721.000000 Penalty: 3766.725342
	Iteration 8F: 3 clusters Score -1.013072e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 91730 members 
Entering Unmasked Estep 
Score: -10137176.000000 Penalty: 3766.725342
	Iteration 9F: 3 clusters Score -1.013718e+07 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -10141882.000000 Penalty: 3766.725342
	Iteration 10Q: 3 clusters Score -1.014188e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 100296 members 
Entering Unmasked Estep 
Score: -10144933.000000 Penalty: 3766.725342
	Iteration 11Q: 3 clusters Score -1.014493e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 102434 members 
Entering Unmasked Estep 
Score: -10146771.000000 Penalty: 3766.725342
	Iteration 12Q: 3 clusters Score -1.014677e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 103755 members 
Entering Unmasked Estep 
Score: -10147749.000000 Penalty: 3766.725342
	Iteration 13Q: 3 clusters Score -1.014775e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 104511 members 
Entering Unmasked Estep 
Score: -10148268.000000 Penalty: 3766.725342
	Iteration 14Q: 3 clusters Score -1.014827e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 104970 members 
Entering Unmasked Estep 
Score: -10148534.000000 Penalty: 3766.725342
	Iteration 15Q: 3 clusters Score -1.014853e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -10148727.000000 Penalty: 3766.725342
	Iteration 16Q: 3 clusters Score -1.014873e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 105517 members 
Entering Unmasked Estep 
Score: -10148845.000000 Penalty: 3766.725342
	Iteration 17Q: 3 clusters Score -1.014884e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -10148895.000000 Penalty: 3766.725342
	Iteration 18Q: 3 clusters Score -1.01489e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 105747 members 
Entering Unmasked Estep 
Score: -10148947.000000 Penalty: 3766.725342
	Iteration 19Q: 3 clusters Score -1.014895e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 105813 members 
Entering Unmasked Estep 
Score: -10149011.000000 Penalty: 3766.725342
	Iteration 20F: 3 clusters Score -1.014901e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 105865 members 
Entering Unmasked Estep 
Score: -10149038.000000 Penalty: 3766.725342
	Iteration 21Q: 3 clusters Score -1.014904e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 105911 members 
Entering Unmasked Estep 
Score: -10149087.000000 Penalty: 3766.725342
	Iteration 22Q: 3 clusters Score -1.014909e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 105944 members 
Entering Unmasked Estep 
Score: -10149090.000000 Penalty: 3766.725342
	Iteration 23Q: 3 clusters Score -1.014909e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 105977 members 
Entering Unmasked Estep 
Score: -10149114.000000 Penalty: 3766.725342
	Iteration 24Q: 3 clusters Score -1.014911e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 105998 members 
Entering Unmasked Estep 
Score: -10149113.000000 Penalty: 3766.725342
	Iteration 25Q: 3 clusters Score -1.014911e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 106006 members 
Entering Unmasked Estep 
Score: -10149136.000000 Penalty: 3766.725342
	Iteration 26Q: 3 clusters Score -1.014914e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 106017 members 
Entering Unmasked Estep 
Score: -10149133.000000 Penalty: 3766.725342
	Iteration 27Q: 3 clusters Score -1.014913e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 106019 members 
Entering Unmasked Estep 
Score: -10149161.000000 Penalty: 3766.725342
	Iteration 28Q: 3 clusters Score -1.014916e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 106023 members 
Entering Unmasked Estep 
Score: -10149168.000000 Penalty: 3766.725342
	Iteration 29Q: 3 clusters Score -1.014917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 106021 members 
Entering Unmasked Estep 
Score: -10149172.000000 Penalty: 3766.725342
	Iteration 30Q: 3 clusters Score -1.014917e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 106023 members 
Entering Unmasked Estep 
Score: -10149173.000000 Penalty: 3766.725342
	Iteration 31Q: 3 clusters Score -1.014917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -10149165.000000 Penalty: 3766.725342
	Iteration 32Q: 3 clusters Score -1.014916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -10149173.000000 Penalty: 3766.725342
	Iteration 33Q: 3 clusters Score -1.014917e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 106025 members 
Entering Unmasked Estep 
Score: -10149173.000000 Penalty: 3766.725342
	Iteration 34F: 3 clusters Score -1.014917e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Entering Unmasked Estep 
Score: -86319.117188 Penalty: 1121.532349
	Iteration 0F: 2 clusters Score -86319.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -84897.234375 Penalty: 2243.064697
	Iteration 0F: 3 clusters Score -84897.23 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85241.070312 Penalty: 2243.064697
	Iteration 1F: 3 clusters Score -85241.07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -85432.632812 Penalty: 2243.064697
	Iteration 2F: 3 clusters Score -85432.63 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -85604.476562 Penalty: 2243.064697
	Iteration 3F: 3 clusters Score -85604.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -85724.929688 Penalty: 2243.064697
	Iteration 4F: 3 clusters Score -85724.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -85811.046875 Penalty: 2243.064697
	Iteration 5Q: 3 clusters Score -85811.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -85884.414062 Penalty: 2243.064697
	Iteration 6Q: 3 clusters Score -85884.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -85945.054688 Penalty: 2243.064697
	Iteration 7Q: 3 clusters Score -85945.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -85995.609375 Penalty: 2243.064697
	Iteration 8Q: 3 clusters Score -85995.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -86028.210938 Penalty: 2243.064697
	Iteration 9Q: 3 clusters Score -86028.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86051.429688 Penalty: 2243.064697
	Iteration 10Q: 3 clusters Score -86051.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -86071.648438 Penalty: 2243.064697
	Iteration 11Q: 3 clusters Score -86071.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -86101.351562 Penalty: 2243.064697
	Iteration 12Q: 3 clusters Score -86101.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86114.937500 Penalty: 2243.064697
	Iteration 13Q: 3 clusters Score -86114.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86128.007812 Penalty: 2243.064697
	Iteration 14Q: 3 clusters Score -86128.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86138.359375 Penalty: 2243.064697
	Iteration 15Q: 3 clusters Score -86138.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -86158.765625 Penalty: 2243.064697
	Iteration 16Q: 3 clusters Score -86158.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -86177.929688 Penalty: 2243.064697
	Iteration 17Q: 3 clusters Score -86177.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -86195.867188 Penalty: 2243.064697
	Iteration 18Q: 3 clusters Score -86195.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86208.257812 Penalty: 2243.064697
	Iteration 19Q: 3 clusters Score -86208.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -86213.554688 Penalty: 2243.064697
	Iteration 20F: 3 clusters Score -86213.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86218.046875 Penalty: 2243.064697
	Iteration 21Q: 3 clusters Score -86218.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86223.328125 Penalty: 2243.064697
	Iteration 22Q: 3 clusters Score -86223.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -86239.203125 Penalty: 2243.064697
	Iteration 23Q: 3 clusters Score -86239.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -86269.398438 Penalty: 2243.064697
	Iteration 24Q: 3 clusters Score -86269.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86282.218750 Penalty: 2243.064697
	Iteration 25Q: 3 clusters Score -86282.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -86292.023438 Penalty: 2243.064697
	Iteration 26Q: 3 clusters Score -86292.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86300.703125 Penalty: 2243.064697
	Iteration 27Q: 3 clusters Score -86300.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -86302.687500 Penalty: 2243.064697
	Iteration 28Q: 3 clusters Score -86302.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -86304.507812 Penalty: 2243.064697
	Iteration 29Q: 3 clusters Score -86304.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -86305.554688 Penalty: 2243.064697
	Iteration 30Q: 3 clusters Score -86305.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86306.218750 Penalty: 2243.064697
	Iteration 31Q: 3 clusters Score -86306.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -86306.218750 Penalty: 2243.064697
	Iteration 32F: 3 clusters Score -86306.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Entering Unmasked Estep 
Score: -2922790.250000 Penalty: 1677.464111
	Iteration 0F: 2 clusters Score -2922790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2902472.000000 Penalty: 3354.928223
	Iteration 0F: 3 clusters Score -2902472 nChanged 13892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2910086.000000 Penalty: 3354.928223
	Iteration 1F: 3 clusters Score -2910086 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2910470.250000 Penalty: 3354.928223
	Iteration 2Q: 3 clusters Score -2910470 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2910900.000000 Penalty: 3354.928223
	Iteration 3Q: 3 clusters Score -2910900 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2911364.750000 Penalty: 3354.928223
	Iteration 4Q: 3 clusters Score -2911365 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2912002.500000 Penalty: 3354.928223
	Iteration 5Q: 3 clusters Score -2912002 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2912820.750000 Penalty: 3354.928223
	Iteration 6F: 3 clusters Score -2912821 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2913848.250000 Penalty: 3354.928223
	Iteration 7F: 3 clusters Score -2913848 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2914940.500000 Penalty: 3354.928223
	Iteration 8F: 3 clusters Score -2914940 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2916134.250000 Penalty: 3354.928223
	Iteration 9F: 3 clusters Score -2916134 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2917281.250000 Penalty: 3354.928223
	Iteration 10Q: 3 clusters Score -2917281 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2918234.250000 Penalty: 3354.928223
	Iteration 11Q: 3 clusters Score -2918234 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -2919006.750000 Penalty: 3354.928223
	Iteration 12Q: 3 clusters Score -2919007 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -2919537.500000 Penalty: 3354.928223
	Iteration 13Q: 3 clusters Score -2919538 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -2919863.000000 Penalty: 3354.928223
	Iteration 14Q: 3 clusters Score -2919863 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -2920059.500000 Penalty: 3354.928223
	Iteration 15Q: 3 clusters Score -2920060 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -2920170.750000 Penalty: 3354.928223
	Iteration 16Q: 3 clusters Score -2920171 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2920257.750000 Penalty: 3354.928223
	Iteration 17Q: 3 clusters Score -2920258 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -2920320.750000 Penalty: 3354.928223
	Iteration 18Q: 3 clusters Score -2920321 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -2920409.750000 Penalty: 3354.928223
	Iteration 19Q: 3 clusters Score -2920410 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2920453.000000 Penalty: 3354.928223
	Iteration 20F: 3 clusters Score -2920453 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -2920498.500000 Penalty: 3354.928223
	Iteration 21Q: 3 clusters Score -2920498 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -2920537.500000 Penalty: 3354.928223
	Iteration 22Q: 3 clusters Score -2920538 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -2920595.500000 Penalty: 3354.928223
	Iteration 23Q: 3 clusters Score -2920596 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -2920655.250000 Penalty: 3354.928223
	Iteration 24Q: 3 clusters Score -2920655 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -2920705.750000 Penalty: 3354.928223
	Iteration 25Q: 3 clusters Score -2920706 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -2920770.250000 Penalty: 3354.928223
	Iteration 26Q: 3 clusters Score -2920770 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -2920825.500000 Penalty: 3354.928223
	Iteration 27Q: 3 clusters Score -2920826 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -2920874.000000 Penalty: 3354.928223
	Iteration 28Q: 3 clusters Score -2920874 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -2920905.000000 Penalty: 3354.928223
	Iteration 29Q: 3 clusters Score -2920905 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -2920945.000000 Penalty: 3354.928223
	Iteration 30Q: 3 clusters Score -2920945 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -2920993.500000 Penalty: 3354.928223
	Iteration 31Q: 3 clusters Score -2920994 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -2921034.500000 Penalty: 3354.928223
	Iteration 32Q: 3 clusters Score -2921034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -2921086.250000 Penalty: 3354.928223
	Iteration 33Q: 3 clusters Score -2921086 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -2921108.250000 Penalty: 3354.928223
	Iteration 34Q: 3 clusters Score -2921108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -2921137.750000 Penalty: 3354.928223
	Iteration 35Q: 3 clusters Score -2921138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -2921161.500000 Penalty: 3354.928223
	Iteration 36Q: 3 clusters Score -2921162 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -2921179.750000 Penalty: 3354.928223
	Iteration 37Q: 3 clusters Score -2921180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -2921208.750000 Penalty: 3354.928223
	Iteration 38Q: 3 clusters Score -2921209 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -2921221.000000 Penalty: 3354.928223
	Iteration 39Q: 3 clusters Score -2921221 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -2921223.750000 Penalty: 3354.928223
	Iteration 40F: 3 clusters Score -2921224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -2921237.500000 Penalty: 3354.928223
	Iteration 41Q: 3 clusters Score -2921238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -2921245.500000 Penalty: 3354.928223
	Iteration 42Q: 3 clusters Score -2921246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -2921252.750000 Penalty: 3354.928223
	Iteration 43Q: 3 clusters Score -2921253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -2921262.750000 Penalty: 3354.928223
	Iteration 44Q: 3 clusters Score -2921263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -2921266.000000 Penalty: 3354.928223
	Iteration 45Q: 3 clusters Score -2921266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -2921270.000000 Penalty: 3354.928223
	Iteration 46Q: 3 clusters Score -2921270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -2921276.000000 Penalty: 3354.928223
	Iteration 47Q: 3 clusters Score -2921276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -2921281.250000 Penalty: 3354.928223
	Iteration 48Q: 3 clusters Score -2921281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -2921287.500000 Penalty: 3354.928223
	Iteration 49Q: 3 clusters Score -2921288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -2921293.250000 Penalty: 3354.928223
	Iteration 50Q: 3 clusters Score -2921293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -2921293.000000 Penalty: 3354.928223
	Iteration 51Q: 3 clusters Score -2921293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -2921290.250000 Penalty: 3354.928223
	Iteration 52Q: 3 clusters Score -2921290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -2921292.000000 Penalty: 3354.928223
	Iteration 53Q: 3 clusters Score -2921292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -2921299.750000 Penalty: 3354.928223
	Iteration 54Q: 3 clusters Score -2921300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -2921302.000000 Penalty: 3354.928223
	Iteration 55Q: 3 clusters Score -2921302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -2921306.500000 Penalty: 3354.928223
	Iteration 56Q: 3 clusters Score -2921306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -2921303.500000 Penalty: 3354.928223
	Iteration 57Q: 3 clusters Score -2921304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -2921307.000000 Penalty: 3354.928223
	Iteration 58Q: 3 clusters Score -2921307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -2921307.500000 Penalty: 3354.928223
	Iteration 59Q: 3 clusters Score -2921308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -2921313.250000 Penalty: 3354.928223
	Iteration 60F: 3 clusters Score -2921313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -2921310.750000 Penalty: 3354.928223
	Iteration 61Q: 3 clusters Score -2921311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -2921313.250000 Penalty: 3354.928223
	Iteration 62Q: 3 clusters Score -2921313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -2921322.500000 Penalty: 3354.928223
	Iteration 63Q: 3 clusters Score -2921322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -2921332.750000 Penalty: 3354.928223
	Iteration 64Q: 3 clusters Score -2921333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -2921339.250000 Penalty: 3354.928223
	Iteration 65Q: 3 clusters Score -2921339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -2921343.750000 Penalty: 3354.928223
	Iteration 66Q: 3 clusters Score -2921344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -2921355.500000 Penalty: 3354.928223
	Iteration 67Q: 3 clusters Score -2921356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -2921360.250000 Penalty: 3354.928223
	Iteration 68Q: 3 clusters Score -2921360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -2921368.750000 Penalty: 3354.928223
	Iteration 69Q: 3 clusters Score -2921369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -2921377.750000 Penalty: 3354.928223
	Iteration 70Q: 3 clusters Score -2921378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -2921385.500000 Penalty: 3354.928223
	Iteration 71Q: 3 clusters Score -2921386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -2921384.000000 Penalty: 3354.928223
	Iteration 72Q: 3 clusters Score -2921384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -2921389.000000 Penalty: 3354.928223
	Iteration 73Q: 3 clusters Score -2921389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -2921390.250000 Penalty: 3354.928223
	Iteration 74Q: 3 clusters Score -2921390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -2921398.500000 Penalty: 3354.928223
	Iteration 75Q: 3 clusters Score -2921398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -2921402.000000 Penalty: 3354.928223
	Iteration 76Q: 3 clusters Score -2921402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -2921410.500000 Penalty: 3354.928223
	Iteration 77Q: 3 clusters Score -2921410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -2921415.250000 Penalty: 3354.928223
	Iteration 78Q: 3 clusters Score -2921415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -2921416.750000 Penalty: 3354.928223
	Iteration 79Q: 3 clusters Score -2921417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -2921424.750000 Penalty: 3354.928223
	Iteration 80F: 3 clusters Score -2921425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -2921426.000000 Penalty: 3354.928223
	Iteration 81Q: 3 clusters Score -2921426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -2921434.750000 Penalty: 3354.928223
	Iteration 82Q: 3 clusters Score -2921435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -2921437.500000 Penalty: 3354.928223
	Iteration 83Q: 3 clusters Score -2921438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -2921436.250000 Penalty: 3354.928223
	Iteration 84Q: 3 clusters Score -2921436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -2921440.000000 Penalty: 3354.928223
	Iteration 85Q: 3 clusters Score -2921440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -2921454.500000 Penalty: 3354.928223
	Iteration 86Q: 3 clusters Score -2921454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -2921454.750000 Penalty: 3354.928223
	Iteration 87Q: 3 clusters Score -2921455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -2921460.500000 Penalty: 3354.928223
	Iteration 88Q: 3 clusters Score -2921460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -2921465.500000 Penalty: 3354.928223
	Iteration 89Q: 3 clusters Score -2921466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -2921465.500000 Penalty: 3354.928223
	Iteration 90Q: 3 clusters Score -2921466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -2921464.500000 Penalty: 3354.928223
	Iteration 91Q: 3 clusters Score -2921464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -2921472.500000 Penalty: 3354.928223
	Iteration 92Q: 3 clusters Score -2921472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -2921473.250000 Penalty: 3354.928223
	Iteration 93Q: 3 clusters Score -2921473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -2921477.500000 Penalty: 3354.928223
	Iteration 94Q: 3 clusters Score -2921478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -2921480.000000 Penalty: 3354.928223
	Iteration 95Q: 3 clusters Score -2921480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -2921484.750000 Penalty: 3354.928223
	Iteration 96Q: 3 clusters Score -2921485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -2921482.250000 Penalty: 3354.928223
	Iteration 97Q: 3 clusters Score -2921482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -2921483.500000 Penalty: 3354.928223
	Iteration 98Q: 3 clusters Score -2921484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -2921484.000000 Penalty: 3354.928223
	Iteration 99Q: 3 clusters Score -2921484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -2921484.250000 Penalty: 3354.928223
	Iteration 100F: 3 clusters Score -2921484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -2921487.750000 Penalty: 3354.928223
	Iteration 101Q: 3 clusters Score -2921488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -2921493.000000 Penalty: 3354.928223
	Iteration 102Q: 3 clusters Score -2921493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -2921496.250000 Penalty: 3354.928223
	Iteration 103Q: 3 clusters Score -2921496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -2921496.500000 Penalty: 3354.928223
	Iteration 104Q: 3 clusters Score -2921496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -2921498.750000 Penalty: 3354.928223
	Iteration 105Q: 3 clusters Score -2921499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -2921496.750000 Penalty: 3354.928223
	Iteration 106Q: 3 clusters Score -2921497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -2921498.250000 Penalty: 3354.928223
	Iteration 107Q: 3 clusters Score -2921498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -2921501.000000 Penalty: 3354.928223
	Iteration 108Q: 3 clusters Score -2921501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -2921501.000000 Penalty: 3354.928223
	Iteration 109F: 3 clusters Score -2921501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -92736.578125 Penalty: 1135.467163
	Iteration 0F: 2 clusters Score -92736.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -91288.265625 Penalty: 2270.934326
	Iteration 0F: 3 clusters Score -91288.27 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -91583.492188 Penalty: 2270.934326
	Iteration 1F: 3 clusters Score -91583.49 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -91632.156250 Penalty: 2270.934326
	Iteration 2F: 3 clusters Score -91632.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -91652.546875 Penalty: 2270.934326
	Iteration 3Q: 3 clusters Score -91652.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -91667.023438 Penalty: 2270.934326
	Iteration 4Q: 3 clusters Score -91667.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91678.953125 Penalty: 2270.934326
	Iteration 5Q: 3 clusters Score -91678.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -91684.953125 Penalty: 2270.934326
	Iteration 6Q: 3 clusters Score -91684.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -91688.921875 Penalty: 2270.934326
	Iteration 7Q: 3 clusters Score -91688.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -91690.687500 Penalty: 2270.934326
	Iteration 8Q: 3 clusters Score -91690.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -91693.148438 Penalty: 2270.934326
	Iteration 9Q: 3 clusters Score -91693.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -91696.710938 Penalty: 2270.934326
	Iteration 10Q: 3 clusters Score -91696.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91697.218750 Penalty: 2270.934326
	Iteration 11Q: 3 clusters Score -91697.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -91697.218750 Penalty: 2270.934326
	Iteration 12F: 3 clusters Score -91697.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Entering Unmasked Estep 
Score: -1150488.000000 Penalty: 1525.778564
	Iteration 0F: 2 clusters Score -1150488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1142172.750000 Penalty: 3051.557129
	Iteration 0F: 3 clusters Score -1142173 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1144960.000000 Penalty: 3051.557129
	Iteration 1F: 3 clusters Score -1144960 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1145228.375000 Penalty: 3051.557129
	Iteration 2F: 3 clusters Score -1145228 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1145435.250000 Penalty: 3051.557129
	Iteration 3Q: 3 clusters Score -1145435 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1145591.000000 Penalty: 3051.557129
	Iteration 4Q: 3 clusters Score -1145591 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1145728.000000 Penalty: 3051.557129
	Iteration 5Q: 3 clusters Score -1145728 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1145872.250000 Penalty: 3051.557129
	Iteration 6Q: 3 clusters Score -1145872 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1146055.000000 Penalty: 3051.557129
	Iteration 7Q: 3 clusters Score -1146055 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1146304.625000 Penalty: 3051.557129
	Iteration 8Q: 3 clusters Score -1146305 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1146632.875000 Penalty: 3051.557129
	Iteration 9Q: 3 clusters Score -1146633 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1147095.375000 Penalty: 3051.557129
	Iteration 10F: 3 clusters Score -1147095 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1147633.750000 Penalty: 3051.557129
	Iteration 11F: 3 clusters Score -1147634 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1148156.750000 Penalty: 3051.557129
	Iteration 12F: 3 clusters Score -1148157 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1148537.750000 Penalty: 3051.557129
	Iteration 13Q: 3 clusters Score -1148538 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1148768.875000 Penalty: 3051.557129
	Iteration 14Q: 3 clusters Score -1148769 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1148938.500000 Penalty: 3051.557129
	Iteration 15Q: 3 clusters Score -1148938 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1149015.125000 Penalty: 3051.557129
	Iteration 16Q: 3 clusters Score -1149015 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1149059.875000 Penalty: 3051.557129
	Iteration 17Q: 3 clusters Score -1149060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1149088.625000 Penalty: 3051.557129
	Iteration 18Q: 3 clusters Score -1149089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1149111.375000 Penalty: 3051.557129
	Iteration 19Q: 3 clusters Score -1149111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1149128.125000 Penalty: 3051.557129
	Iteration 20F: 3 clusters Score -1149128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1149142.500000 Penalty: 3051.557129
	Iteration 21Q: 3 clusters Score -1149142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1149150.250000 Penalty: 3051.557129
	Iteration 22Q: 3 clusters Score -1149150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1149151.000000 Penalty: 3051.557129
	Iteration 23Q: 3 clusters Score -1149151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1149151.000000 Penalty: 3051.557129
	Iteration 24F: 3 clusters Score -1149151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103154 members 
Entering Unmasked Estep 
Score: -9698286.000000 Penalty: 1875.896484
	Iteration 0F: 2 clusters Score -9698286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -9629173.000000 Penalty: 3751.792969
	Iteration 0F: 3 clusters Score -9629173 nChanged 49332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -9657924.000000 Penalty: 3751.792969
	Iteration 1F: 3 clusters Score -9657924 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -9658656.000000 Penalty: 3751.792969
	Iteration 2Q: 3 clusters Score -9658656 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 47106 members 
Entering Unmasked Estep 
Score: -9659863.000000 Penalty: 3751.792969
	Iteration 3Q: 3 clusters Score -9659863 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -9661804.000000 Penalty: 3751.792969
	Iteration 4Q: 3 clusters Score -9661804 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -9664462.000000 Penalty: 3751.792969
	Iteration 5F: 3 clusters Score -9664462 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68679 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -9668431.000000 Penalty: 3751.792969
	Iteration 6F: 3 clusters Score -9668431 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75544 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -9673844.000000 Penalty: 3751.792969
	Iteration 7F: 3 clusters Score -9673844 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -9680032.000000 Penalty: 3751.792969
	Iteration 8F: 3 clusters Score -9680032 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89693 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -9685979.000000 Penalty: 3751.792969
	Iteration 9F: 3 clusters Score -9685979 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -9690375.000000 Penalty: 3751.792969
	Iteration 10F: 3 clusters Score -9690375 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98415 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -9693054.000000 Penalty: 3751.792969
	Iteration 11Q: 3 clusters Score -9693054 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100515 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9694762.000000 Penalty: 3751.792969
	Iteration 12Q: 3 clusters Score -9694762 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101645 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9695675.000000 Penalty: 3751.792969
	Iteration 13Q: 3 clusters Score -9695675 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102220 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9696206.000000 Penalty: 3751.792969
	Iteration 14Q: 3 clusters Score -9696206 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9696430.000000 Penalty: 3751.792969
	Iteration 15Q: 3 clusters Score -9696430 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102590 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9696569.000000 Penalty: 3751.792969
	Iteration 16Q: 3 clusters Score -9696569 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9696637.000000 Penalty: 3751.792969
	Iteration 17Q: 3 clusters Score -9696637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102701 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9696685.000000 Penalty: 3751.792969
	Iteration 18Q: 3 clusters Score -9696685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102722 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9696698.000000 Penalty: 3751.792969
	Iteration 19Q: 3 clusters Score -9696698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102734 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9696709.000000 Penalty: 3751.792969
	Iteration 20F: 3 clusters Score -9696709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102741 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9696726.000000 Penalty: 3751.792969
	Iteration 21Q: 3 clusters Score -9696726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102747 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9696728.000000 Penalty: 3751.792969
	Iteration 22Q: 3 clusters Score -9696728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102751 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9696742.000000 Penalty: 3751.792969
	Iteration 23Q: 3 clusters Score -9696742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102756 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9696742.000000 Penalty: 3751.792969
	Iteration 24Q: 3 clusters Score -9696742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102767 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9696758.000000 Penalty: 3751.792969
	Iteration 25Q: 3 clusters Score -9696758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102774 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9696747.000000 Penalty: 3751.792969
	Iteration 26Q: 3 clusters Score -9696747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102782 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9696757.000000 Penalty: 3751.792969
	Iteration 27Q: 3 clusters Score -9696757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102786 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9696756.000000 Penalty: 3751.792969
	Iteration 28Q: 3 clusters Score -9696756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102788 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9696751.000000 Penalty: 3751.792969
	Iteration 29Q: 3 clusters Score -9696751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102789 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9696756.000000 Penalty: 3751.792969
	Iteration 30Q: 3 clusters Score -9696756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9696760.000000 Penalty: 3751.792969
	Iteration 31Q: 3 clusters Score -9696760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9696767.000000 Penalty: 3751.792969
	Iteration 32Q: 3 clusters Score -9696767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9696768.000000 Penalty: 3751.792969
	Iteration 33Q: 3 clusters Score -9696768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9696767.000000 Penalty: 3751.792969
	Iteration 34Q: 3 clusters Score -9696767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102795 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9696770.000000 Penalty: 3751.792969
	Iteration 35Q: 3 clusters Score -9696770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102797 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9696769.000000 Penalty: 3751.792969
	Iteration 36Q: 3 clusters Score -9696769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102799 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9696765.000000 Penalty: 3751.792969
	Iteration 37Q: 3 clusters Score -9696765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9696762.000000 Penalty: 3751.792969
	Iteration 38Q: 3 clusters Score -9696762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9696762.000000 Penalty: 3751.792969
	Iteration 39F: 3 clusters Score -9696762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149365 members 
Entering Unmasked Estep 
Score: -14181153.000000 Penalty: 1936.049072
	Iteration 0F: 2 clusters Score -1.418115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -14081500.000000 Penalty: 3872.098145
	Iteration 0F: 3 clusters Score -1.40815e+07 nChanged 72102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80566 members 
Mstep: Class 2 contains 68799 members 
Entering Unmasked Estep 
Score: -14124874.000000 Penalty: 3872.098145
	Iteration 1F: 3 clusters Score -1.412487e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -14126348.000000 Penalty: 3872.098145
	Iteration 2Q: 3 clusters Score -1.412635e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90066 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -14128933.000000 Penalty: 3872.098145
	Iteration 3Q: 3 clusters Score -1.412893e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98561 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -14133835.000000 Penalty: 3872.098145
	Iteration 4F: 3 clusters Score -1.413384e+07 nChanged 11832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110097 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -14142443.000000 Penalty: 3872.098145
	Iteration 5F: 3 clusters Score -1.414244e+07 nChanged 13453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123424 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -14154605.000000 Penalty: 3872.098145
	Iteration 6F: 3 clusters Score -1.41546e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135478 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -14166626.000000 Penalty: 3872.098145
	Iteration 7F: 3 clusters Score -1.416663e+07 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143427 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -14174376.000000 Penalty: 3872.098145
	Iteration 8F: 3 clusters Score -1.417438e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -14177802.000000 Penalty: 3872.098145
	Iteration 9Q: 3 clusters Score -1.41778e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148488 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -14178912.000000 Penalty: 3872.098145
	Iteration 10Q: 3 clusters Score -1.417891e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148914 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14179279.000000 Penalty: 3872.098145
	Iteration 11Q: 3 clusters Score -1.417928e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149035 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14179444.000000 Penalty: 3872.098145
	Iteration 12Q: 3 clusters Score -1.417944e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149087 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -14179520.000000 Penalty: 3872.098145
	Iteration 13Q: 3 clusters Score -1.417952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14179559.000000 Penalty: 3872.098145
	Iteration 14Q: 3 clusters Score -1.417956e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14179614.000000 Penalty: 3872.098145
	Iteration 15Q: 3 clusters Score -1.417961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149120 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -14179632.000000 Penalty: 3872.098145
	Iteration 16Q: 3 clusters Score -1.417963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -14179666.000000 Penalty: 3872.098145
	Iteration 17Q: 3 clusters Score -1.417967e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149117 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -14179674.000000 Penalty: 3872.098145
	Iteration 18Q: 3 clusters Score -1.417967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14179681.000000 Penalty: 3872.098145
	Iteration 19Q: 3 clusters Score -1.417968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14179687.000000 Penalty: 3872.098145
	Iteration 20F: 3 clusters Score -1.417969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149111 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14179694.000000 Penalty: 3872.098145
	Iteration 21Q: 3 clusters Score -1.417969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149110 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14179691.000000 Penalty: 3872.098145
	Iteration 22Q: 3 clusters Score -1.417969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149110 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14179692.000000 Penalty: 3872.098145
	Iteration 23Q: 3 clusters Score -1.417969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149112 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -14179687.000000 Penalty: 3872.098145
	Iteration 24Q: 3 clusters Score -1.417969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149111 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14179693.000000 Penalty: 3872.098145
	Iteration 25Q: 3 clusters Score -1.417969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149110 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14179696.000000 Penalty: 3872.098145
	Iteration 26Q: 3 clusters Score -1.41797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149111 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -14179691.000000 Penalty: 3872.098145
	Iteration 27Q: 3 clusters Score -1.417969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149113 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -14179694.000000 Penalty: 3872.098145
	Iteration 28Q: 3 clusters Score -1.417969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149114 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14179693.000000 Penalty: 3872.098145
	Iteration 29Q: 3 clusters Score -1.417969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149114 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14179698.000000 Penalty: 3872.098145
	Iteration 30Q: 3 clusters Score -1.41797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -14179698.000000 Penalty: 3872.098145
	Iteration 31Q: 3 clusters Score -1.41797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149116 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -14179700.000000 Penalty: 3872.098145
	Iteration 32Q: 3 clusters Score -1.41797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149116 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -14179700.000000 Penalty: 3872.098145
	Iteration 33F: 3 clusters Score -1.41797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Entering Unmasked Estep 
Score: -780506.312500 Penalty: 1470.232788
	Iteration 0F: 2 clusters Score -780506.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -774298.125000 Penalty: 2940.465576
	Iteration 0F: 3 clusters Score -774298.1 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -776396.250000 Penalty: 2940.465576
	Iteration 1F: 3 clusters Score -776396.2 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -776857.875000 Penalty: 2940.465576
	Iteration 2F: 3 clusters Score -776857.9 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -777447.562500 Penalty: 2940.465576
	Iteration 3F: 3 clusters Score -777447.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -778136.812500 Penalty: 2940.465576
	Iteration 4F: 3 clusters Score -778136.8 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -778926.750000 Penalty: 2940.465576
	Iteration 5F: 3 clusters Score -778926.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -779710.062500 Penalty: 2940.465576
	Iteration 6F: 3 clusters Score -779710.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -780381.000000 Penalty: 2940.465576
	Iteration 7F: 3 clusters Score -780381 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -780819.812500 Penalty: 2940.465576
	Iteration 8Q: 3 clusters Score -780819.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -781027.000000 Penalty: 2940.465576
	Iteration 9Q: 3 clusters Score -781027 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -781134.812500 Penalty: 2940.465576
	Iteration 10Q: 3 clusters Score -781134.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -781213.062500 Penalty: 2940.465576
	Iteration 11Q: 3 clusters Score -781213.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -781281.312500 Penalty: 2940.465576
	Iteration 12Q: 3 clusters Score -781281.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -781366.812500 Penalty: 2940.465576
	Iteration 13Q: 3 clusters Score -781366.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -781438.187500 Penalty: 2940.465576
	Iteration 14Q: 3 clusters Score -781438.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -781477.937500 Penalty: 2940.465576
	Iteration 15Q: 3 clusters Score -781477.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -781514.375000 Penalty: 2940.465576
	Iteration 16Q: 3 clusters Score -781514.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -781566.000000 Penalty: 2940.465576
	Iteration 17Q: 3 clusters Score -781566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -781614.062500 Penalty: 2940.465576
	Iteration 18Q: 3 clusters Score -781614.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -781656.000000 Penalty: 2940.465576
	Iteration 19Q: 3 clusters Score -781656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -781687.750000 Penalty: 2940.465576
	Iteration 20F: 3 clusters Score -781687.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -781702.687500 Penalty: 2940.465576
	Iteration 21Q: 3 clusters Score -781702.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -781711.562500 Penalty: 2940.465576
	Iteration 22Q: 3 clusters Score -781711.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -781717.437500 Penalty: 2940.465576
	Iteration 23Q: 3 clusters Score -781717.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -781720.812500 Penalty: 2940.465576
	Iteration 24Q: 3 clusters Score -781720.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -781724.562500 Penalty: 2940.465576
	Iteration 25Q: 3 clusters Score -781724.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -781726.437500 Penalty: 2940.465576
	Iteration 26Q: 3 clusters Score -781726.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -781726.687500 Penalty: 2940.465576
	Iteration 27Q: 3 clusters Score -781726.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -781726.875000 Penalty: 2940.465576
	Iteration 28Q: 3 clusters Score -781726.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -781726.625000 Penalty: 2940.465576
	Iteration 29Q: 3 clusters Score -781726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -781727.375000 Penalty: 2940.465576
	Iteration 30Q: 3 clusters Score -781727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -781725.812500 Penalty: 2940.465576
	Iteration 31Q: 3 clusters Score -781725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -781726.437500 Penalty: 2940.465576
	Iteration 32Q: 3 clusters Score -781726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -781726.437500 Penalty: 2940.465576
	Iteration 33F: 3 clusters Score -781726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 108004 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 103154 members 
Mstep: Class 8 contains 149365 members 
Mstep: Class 9 contains 3104 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4306 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 5218 members 
Mstep: Class 14 contains 4825 members 
Mstep: Class 15 contains 5029 members 
Mstep: Class 16 contains 79416 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5359 members 
Mstep: Class 20 contains 5394 members 
Entering Unmasked Estep 
Score: -52385124.000000 Penalty: 43060.085938
Splitting cluster 9 changes total score from -52384472.000000 to -52385124.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -629117.625000 Penalty: 1427.774292
	Iteration 0F: 2 clusters Score -629117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -624206.062500 Penalty: 2855.548584
	Iteration 0F: 3 clusters Score -624206.1 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -625741.500000 Penalty: 2855.548584
	Iteration 1F: 3 clusters Score -625741.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -625906.812500 Penalty: 2855.548584
	Iteration 2F: 3 clusters Score -625906.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -626011.562500 Penalty: 2855.548584
	Iteration 3Q: 3 clusters Score -626011.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -626086.812500 Penalty: 2855.548584
	Iteration 4Q: 3 clusters Score -626086.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -626166.875000 Penalty: 2855.548584
	Iteration 5Q: 3 clusters Score -626166.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -626260.812500 Penalty: 2855.548584
	Iteration 6Q: 3 clusters Score -626260.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -626373.187500 Penalty: 2855.548584
	Iteration 7Q: 3 clusters Score -626373.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -626512.687500 Penalty: 2855.548584
	Iteration 8Q: 3 clusters Score -626512.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -626671.562500 Penalty: 2855.548584
	Iteration 9Q: 3 clusters Score -626671.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -626884.250000 Penalty: 2855.548584
	Iteration 10Q: 3 clusters Score -626884.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -627138.750000 Penalty: 2855.548584
	Iteration 11Q: 3 clusters Score -627138.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -627373.187500 Penalty: 2855.548584
	Iteration 12Q: 3 clusters Score -627373.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -627570.312500 Penalty: 2855.548584
	Iteration 13Q: 3 clusters Score -627570.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -627708.375000 Penalty: 2855.548584
	Iteration 14Q: 3 clusters Score -627708.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -627817.125000 Penalty: 2855.548584
	Iteration 15Q: 3 clusters Score -627817.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -627896.312500 Penalty: 2855.548584
	Iteration 16Q: 3 clusters Score -627896.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -627981.812500 Penalty: 2855.548584
	Iteration 17Q: 3 clusters Score -627981.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -628023.125000 Penalty: 2855.548584
	Iteration 18Q: 3 clusters Score -628023.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -628054.562500 Penalty: 2855.548584
	Iteration 19Q: 3 clusters Score -628054.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -628081.812500 Penalty: 2855.548584
	Iteration 20F: 3 clusters Score -628081.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -628091.750000 Penalty: 2855.548584
	Iteration 21Q: 3 clusters Score -628091.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -628099.937500 Penalty: 2855.548584
	Iteration 22Q: 3 clusters Score -628099.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -628106.687500 Penalty: 2855.548584
	Iteration 23Q: 3 clusters Score -628106.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -628112.750000 Penalty: 2855.548584
	Iteration 24Q: 3 clusters Score -628112.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -628119.875000 Penalty: 2855.548584
	Iteration 25Q: 3 clusters Score -628119.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -628124.375000 Penalty: 2855.548584
	Iteration 26Q: 3 clusters Score -628124.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -628126.625000 Penalty: 2855.548584
	Iteration 27Q: 3 clusters Score -628126.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -628127.812500 Penalty: 2855.548584
	Iteration 28Q: 3 clusters Score -628127.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -628130.937500 Penalty: 2855.548584
	Iteration 29Q: 3 clusters Score -628130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -628133.875000 Penalty: 2855.548584
	Iteration 30Q: 3 clusters Score -628133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -628138.250000 Penalty: 2855.548584
	Iteration 31Q: 3 clusters Score -628138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -628140.250000 Penalty: 2855.548584
	Iteration 32Q: 3 clusters Score -628140.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -628140.250000 Penalty: 2855.548584
	Iteration 33F: 3 clusters Score -628140.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -390602.843750 Penalty: 1359.761719
	Iteration 0F: 2 clusters Score -390602.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -387034.781250 Penalty: 2719.523438
	Iteration 0F: 3 clusters Score -387034.8 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -387985.500000 Penalty: 2719.523438
	Iteration 1F: 3 clusters Score -387985.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -388137.156250 Penalty: 2719.523438
	Iteration 2F: 3 clusters Score -388137.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -388229.687500 Penalty: 2719.523438
	Iteration 3Q: 3 clusters Score -388229.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -388298.093750 Penalty: 2719.523438
	Iteration 4Q: 3 clusters Score -388298.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -388347.906250 Penalty: 2719.523438
	Iteration 5Q: 3 clusters Score -388347.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -388386.812500 Penalty: 2719.523438
	Iteration 6Q: 3 clusters Score -388386.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -388426.468750 Penalty: 2719.523438
	Iteration 7Q: 3 clusters Score -388426.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -388462.343750 Penalty: 2719.523438
	Iteration 8Q: 3 clusters Score -388462.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -388511.968750 Penalty: 2719.523438
	Iteration 9Q: 3 clusters Score -388512 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -388572.437500 Penalty: 2719.523438
	Iteration 10Q: 3 clusters Score -388572.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -388630.343750 Penalty: 2719.523438
	Iteration 11Q: 3 clusters Score -388630.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -388705.500000 Penalty: 2719.523438
	Iteration 12Q: 3 clusters Score -388705.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -388806.937500 Penalty: 2719.523438
	Iteration 13Q: 3 clusters Score -388806.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -388912.781250 Penalty: 2719.523438
	Iteration 14Q: 3 clusters Score -388912.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -389007.312500 Penalty: 2719.523438
	Iteration 15Q: 3 clusters Score -389007.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -389085.437500 Penalty: 2719.523438
	Iteration 16Q: 3 clusters Score -389085.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -389141.625000 Penalty: 2719.523438
	Iteration 17Q: 3 clusters Score -389141.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -389202.687500 Penalty: 2719.523438
	Iteration 18Q: 3 clusters Score -389202.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -389249.843750 Penalty: 2719.523438
	Iteration 19Q: 3 clusters Score -389249.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -389299.531250 Penalty: 2719.523438
	Iteration 20F: 3 clusters Score -389299.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -389337.125000 Penalty: 2719.523438
	Iteration 21Q: 3 clusters Score -389337.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -389374.000000 Penalty: 2719.523438
	Iteration 22Q: 3 clusters Score -389374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -389401.218750 Penalty: 2719.523438
	Iteration 23Q: 3 clusters Score -389401.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -389425.000000 Penalty: 2719.523438
	Iteration 24Q: 3 clusters Score -389425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -389460.500000 Penalty: 2719.523438
	Iteration 25Q: 3 clusters Score -389460.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -389489.593750 Penalty: 2719.523438
	Iteration 26Q: 3 clusters Score -389489.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -389512.875000 Penalty: 2719.523438
	Iteration 27Q: 3 clusters Score -389512.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -389546.250000 Penalty: 2719.523438
	Iteration 28Q: 3 clusters Score -389546.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -389576.500000 Penalty: 2719.523438
	Iteration 29Q: 3 clusters Score -389576.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -389603.187500 Penalty: 2719.523438
	Iteration 30Q: 3 clusters Score -389603.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -389630.625000 Penalty: 2719.523438
	Iteration 31Q: 3 clusters Score -389630.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -389658.906250 Penalty: 2719.523438
	Iteration 32Q: 3 clusters Score -389658.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -389676.437500 Penalty: 2719.523438
	Iteration 33Q: 3 clusters Score -389676.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -389699.312500 Penalty: 2719.523438
	Iteration 34Q: 3 clusters Score -389699.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -389728.000000 Penalty: 2719.523438
	Iteration 35Q: 3 clusters Score -389728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -389758.906250 Penalty: 2719.523438
	Iteration 36Q: 3 clusters Score -389758.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -389789.687500 Penalty: 2719.523438
	Iteration 37Q: 3 clusters Score -389789.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -389822.187500 Penalty: 2719.523438
	Iteration 38Q: 3 clusters Score -389822.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -389845.937500 Penalty: 2719.523438
	Iteration 39Q: 3 clusters Score -389845.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -389866.062500 Penalty: 2719.523438
	Iteration 40F: 3 clusters Score -389866.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -389883.250000 Penalty: 2719.523438
	Iteration 41Q: 3 clusters Score -389883.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -389892.718750 Penalty: 2719.523438
	Iteration 42Q: 3 clusters Score -389892.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -389900.375000 Penalty: 2719.523438
	Iteration 43Q: 3 clusters Score -389900.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -389909.343750 Penalty: 2719.523438
	Iteration 44Q: 3 clusters Score -389909.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -389914.406250 Penalty: 2719.523438
	Iteration 45Q: 3 clusters Score -389914.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -389919.812500 Penalty: 2719.523438
	Iteration 46Q: 3 clusters Score -389919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -389921.687500 Penalty: 2719.523438
	Iteration 47Q: 3 clusters Score -389921.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -389924.312500 Penalty: 2719.523438
	Iteration 48Q: 3 clusters Score -389924.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -389928.687500 Penalty: 2719.523438
	Iteration 49Q: 3 clusters Score -389928.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -389932.656250 Penalty: 2719.523438
	Iteration 50Q: 3 clusters Score -389932.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -389936.125000 Penalty: 2719.523438
	Iteration 51Q: 3 clusters Score -389936.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -389941.218750 Penalty: 2719.523438
	Iteration 52Q: 3 clusters Score -389941.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -389946.093750 Penalty: 2719.523438
	Iteration 53Q: 3 clusters Score -389946.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -389953.031250 Penalty: 2719.523438
	Iteration 54Q: 3 clusters Score -389953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -389962.968750 Penalty: 2719.523438
	Iteration 55Q: 3 clusters Score -389963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -389967.000000 Penalty: 2719.523438
	Iteration 56Q: 3 clusters Score -389967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -389969.281250 Penalty: 2719.523438
	Iteration 57Q: 3 clusters Score -389969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -389973.468750 Penalty: 2719.523438
	Iteration 58Q: 3 clusters Score -389973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -389975.031250 Penalty: 2719.523438
	Iteration 59Q: 3 clusters Score -389975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -389974.906250 Penalty: 2719.523438
	Iteration 60F: 3 clusters Score -389974.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -389975.843750 Penalty: 2719.523438
	Iteration 61Q: 3 clusters Score -389975.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -389976.250000 Penalty: 2719.523438
	Iteration 62Q: 3 clusters Score -389976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -389976.250000 Penalty: 2719.523438
	Iteration 63F: 3 clusters Score -389976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Entering Unmasked Estep 
Score: -935865.750000 Penalty: 1498.939453
	Iteration 0F: 2 clusters Score -935865.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -928520.687500 Penalty: 2997.878906
	Iteration 0F: 3 clusters Score -928520.7 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -930914.375000 Penalty: 2997.878906
	Iteration 1F: 3 clusters Score -930914.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -931146.187500 Penalty: 2997.878906
	Iteration 2F: 3 clusters Score -931146.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -931314.312500 Penalty: 2997.878906
	Iteration 3Q: 3 clusters Score -931314.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -931448.062500 Penalty: 2997.878906
	Iteration 4Q: 3 clusters Score -931448.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -931583.375000 Penalty: 2997.878906
	Iteration 5Q: 3 clusters Score -931583.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -931728.750000 Penalty: 2997.878906
	Iteration 6Q: 3 clusters Score -931728.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -931909.875000 Penalty: 2997.878906
	Iteration 7Q: 3 clusters Score -931909.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -932159.750000 Penalty: 2997.878906
	Iteration 8Q: 3 clusters Score -932159.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -932535.687500 Penalty: 2997.878906
	Iteration 9F: 3 clusters Score -932535.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -932999.750000 Penalty: 2997.878906
	Iteration 10F: 3 clusters Score -932999.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -933500.625000 Penalty: 2997.878906
	Iteration 11F: 3 clusters Score -933500.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -933884.750000 Penalty: 2997.878906
	Iteration 12Q: 3 clusters Score -933884.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -934151.375000 Penalty: 2997.878906
	Iteration 13Q: 3 clusters Score -934151.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -934315.187500 Penalty: 2997.878906
	Iteration 14Q: 3 clusters Score -934315.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -934431.750000 Penalty: 2997.878906
	Iteration 15Q: 3 clusters Score -934431.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -934494.000000 Penalty: 2997.878906
	Iteration 16Q: 3 clusters Score -934494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -934541.437500 Penalty: 2997.878906
	Iteration 17Q: 3 clusters Score -934541.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -934583.750000 Penalty: 2997.878906
	Iteration 18Q: 3 clusters Score -934583.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -934609.625000 Penalty: 2997.878906
	Iteration 19Q: 3 clusters Score -934609.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -934634.250000 Penalty: 2997.878906
	Iteration 20F: 3 clusters Score -934634.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -934654.687500 Penalty: 2997.878906
	Iteration 21Q: 3 clusters Score -934654.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -934685.312500 Penalty: 2997.878906
	Iteration 22Q: 3 clusters Score -934685.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -934707.437500 Penalty: 2997.878906
	Iteration 23Q: 3 clusters Score -934707.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -934726.875000 Penalty: 2997.878906
	Iteration 24Q: 3 clusters Score -934726.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -934731.687500 Penalty: 2997.878906
	Iteration 25Q: 3 clusters Score -934731.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -934735.625000 Penalty: 2997.878906
	Iteration 26Q: 3 clusters Score -934735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -934737.625000 Penalty: 2997.878906
	Iteration 27Q: 3 clusters Score -934737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -934740.687500 Penalty: 2997.878906
	Iteration 28Q: 3 clusters Score -934740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -934743.937500 Penalty: 2997.878906
	Iteration 29Q: 3 clusters Score -934743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -934746.062500 Penalty: 2997.878906
	Iteration 30Q: 3 clusters Score -934746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -934747.812500 Penalty: 2997.878906
	Iteration 31Q: 3 clusters Score -934747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -934747.812500 Penalty: 2997.878906
	Iteration 32F: 3 clusters Score -934747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -457234.937500 Penalty: 1390.978882
	Iteration 0F: 2 clusters Score -457234.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -453135.156250 Penalty: 2781.957764
	Iteration 0F: 3 clusters Score -453135.2 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -454311.031250 Penalty: 2781.957764
	Iteration 1F: 3 clusters Score -454311 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -454587.781250 Penalty: 2781.957764
	Iteration 2F: 3 clusters Score -454587.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -454832.218750 Penalty: 2781.957764
	Iteration 3F: 3 clusters Score -454832.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -455157.781250 Penalty: 2781.957764
	Iteration 4F: 3 clusters Score -455157.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -455506.281250 Penalty: 2781.957764
	Iteration 5F: 3 clusters Score -455506.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -455835.906250 Penalty: 2781.957764
	Iteration 6F: 3 clusters Score -455835.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -456178.875000 Penalty: 2781.957764
	Iteration 7F: 3 clusters Score -456178.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -456492.562500 Penalty: 2781.957764
	Iteration 8F: 3 clusters Score -456492.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -456734.968750 Penalty: 2781.957764
	Iteration 9F: 3 clusters Score -456735 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -456876.781250 Penalty: 2781.957764
	Iteration 10Q: 3 clusters Score -456876.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -456954.406250 Penalty: 2781.957764
	Iteration 11Q: 3 clusters Score -456954.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -456994.437500 Penalty: 2781.957764
	Iteration 12Q: 3 clusters Score -456994.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -457014.593750 Penalty: 2781.957764
	Iteration 13Q: 3 clusters Score -457014.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -457026.812500 Penalty: 2781.957764
	Iteration 14Q: 3 clusters Score -457026.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -457035.562500 Penalty: 2781.957764
	Iteration 15Q: 3 clusters Score -457035.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -457039.875000 Penalty: 2781.957764
	Iteration 16Q: 3 clusters Score -457039.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -457042.531250 Penalty: 2781.957764
	Iteration 17Q: 3 clusters Score -457042.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -457046.062500 Penalty: 2781.957764
	Iteration 18Q: 3 clusters Score -457046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -457046.406250 Penalty: 2781.957764
	Iteration 19Q: 3 clusters Score -457046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -457046.406250 Penalty: 2781.957764
	Iteration 20F: 3 clusters Score -457046.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -457047.937500 Penalty: 2781.957764
	Iteration 21Q: 3 clusters Score -457047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -457047.531250 Penalty: 2781.957764
	Iteration 22Q: 3 clusters Score -457047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -457049.125000 Penalty: 2781.957764
	Iteration 23Q: 3 clusters Score -457049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -457048.812500 Penalty: 2781.957764
	Iteration 24Q: 3 clusters Score -457048.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -457048.625000 Penalty: 2781.957764
	Iteration 25Q: 3 clusters Score -457048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -457049.406250 Penalty: 2781.957764
	Iteration 26Q: 3 clusters Score -457049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -457049.406250 Penalty: 2781.957764
	Iteration 27F: 3 clusters Score -457049.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Entering Unmasked Estep 
Score: -410208.750000 Penalty: 1378.254517
	Iteration 0F: 2 clusters Score -410208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -406388.531250 Penalty: 2756.509033
	Iteration 0F: 3 clusters Score -406388.5 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -407624.281250 Penalty: 2756.509033
	Iteration 1F: 3 clusters Score -407624.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -407927.687500 Penalty: 2756.509033
	Iteration 2F: 3 clusters Score -407927.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -408182.906250 Penalty: 2756.509033
	Iteration 3F: 3 clusters Score -408182.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -408372.218750 Penalty: 2756.509033
	Iteration 4F: 3 clusters Score -408372.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -408521.375000 Penalty: 2756.509033
	Iteration 5F: 3 clusters Score -408521.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -408653.406250 Penalty: 2756.509033
	Iteration 6Q: 3 clusters Score -408653.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -408770.187500 Penalty: 2756.509033
	Iteration 7Q: 3 clusters Score -408770.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -408878.843750 Penalty: 2756.509033
	Iteration 8Q: 3 clusters Score -408878.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -408972.906250 Penalty: 2756.509033
	Iteration 9Q: 3 clusters Score -408972.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -409049.218750 Penalty: 2756.509033
	Iteration 10Q: 3 clusters Score -409049.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -409129.093750 Penalty: 2756.509033
	Iteration 11Q: 3 clusters Score -409129.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -409211.906250 Penalty: 2756.509033
	Iteration 12Q: 3 clusters Score -409211.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -409273.781250 Penalty: 2756.509033
	Iteration 13Q: 3 clusters Score -409273.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -409313.343750 Penalty: 2756.509033
	Iteration 14Q: 3 clusters Score -409313.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -409332.625000 Penalty: 2756.509033
	Iteration 15Q: 3 clusters Score -409332.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -409346.468750 Penalty: 2756.509033
	Iteration 16Q: 3 clusters Score -409346.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -409360.343750 Penalty: 2756.509033
	Iteration 17Q: 3 clusters Score -409360.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -409369.406250 Penalty: 2756.509033
	Iteration 18Q: 3 clusters Score -409369.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -409377.093750 Penalty: 2756.509033
	Iteration 19Q: 3 clusters Score -409377.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -409384.125000 Penalty: 2756.509033
	Iteration 20F: 3 clusters Score -409384.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -409388.843750 Penalty: 2756.509033
	Iteration 21Q: 3 clusters Score -409388.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -409392.625000 Penalty: 2756.509033
	Iteration 22Q: 3 clusters Score -409392.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -409395.843750 Penalty: 2756.509033
	Iteration 23Q: 3 clusters Score -409395.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -409398.125000 Penalty: 2756.509033
	Iteration 24Q: 3 clusters Score -409398.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -409401.781250 Penalty: 2756.509033
	Iteration 25Q: 3 clusters Score -409401.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -409406.031250 Penalty: 2756.509033
	Iteration 26Q: 3 clusters Score -409406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -409406.781250 Penalty: 2756.509033
	Iteration 27Q: 3 clusters Score -409406.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -409407.593750 Penalty: 2756.509033
	Iteration 28Q: 3 clusters Score -409407.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -409410.437500 Penalty: 2756.509033
	Iteration 29Q: 3 clusters Score -409410.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -409411.312500 Penalty: 2756.509033
	Iteration 30Q: 3 clusters Score -409411.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -409412.125000 Penalty: 2756.509033
	Iteration 31Q: 3 clusters Score -409412.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -409414.437500 Penalty: 2756.509033
	Iteration 32Q: 3 clusters Score -409414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -409415.125000 Penalty: 2756.509033
	Iteration 33Q: 3 clusters Score -409415.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -409418.312500 Penalty: 2756.509033
	Iteration 34Q: 3 clusters Score -409418.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -409421.812500 Penalty: 2756.509033
	Iteration 35Q: 3 clusters Score -409421.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -409423.656250 Penalty: 2756.509033
	Iteration 36Q: 3 clusters Score -409423.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -409427.093750 Penalty: 2756.509033
	Iteration 37Q: 3 clusters Score -409427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -409429.718750 Penalty: 2756.509033
	Iteration 38Q: 3 clusters Score -409429.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -409435.156250 Penalty: 2756.509033
	Iteration 39Q: 3 clusters Score -409435.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -409440.812500 Penalty: 2756.509033
	Iteration 40F: 3 clusters Score -409440.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -409444.843750 Penalty: 2756.509033
	Iteration 41Q: 3 clusters Score -409444.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -409450.343750 Penalty: 2756.509033
	Iteration 42Q: 3 clusters Score -409450.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -409457.187500 Penalty: 2756.509033
	Iteration 43Q: 3 clusters Score -409457.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -409467.593750 Penalty: 2756.509033
	Iteration 44Q: 3 clusters Score -409467.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -409481.875000 Penalty: 2756.509033
	Iteration 45Q: 3 clusters Score -409481.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -409503.156250 Penalty: 2756.509033
	Iteration 46Q: 3 clusters Score -409503.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -409534.625000 Penalty: 2756.509033
	Iteration 47Q: 3 clusters Score -409534.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -409567.875000 Penalty: 2756.509033
	Iteration 48Q: 3 clusters Score -409567.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -409593.656250 Penalty: 2756.509033
	Iteration 49Q: 3 clusters Score -409593.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -409611.625000 Penalty: 2756.509033
	Iteration 50Q: 3 clusters Score -409611.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -409624.687500 Penalty: 2756.509033
	Iteration 51Q: 3 clusters Score -409624.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -409633.812500 Penalty: 2756.509033
	Iteration 52Q: 3 clusters Score -409633.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -409639.750000 Penalty: 2756.509033
	Iteration 53Q: 3 clusters Score -409639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -409644.250000 Penalty: 2756.509033
	Iteration 54Q: 3 clusters Score -409644.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -409645.906250 Penalty: 2756.509033
	Iteration 55Q: 3 clusters Score -409645.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -409647.562500 Penalty: 2756.509033
	Iteration 56Q: 3 clusters Score -409647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -409648.937500 Penalty: 2756.509033
	Iteration 57Q: 3 clusters Score -409648.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -409651.187500 Penalty: 2756.509033
	Iteration 58Q: 3 clusters Score -409651.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -409652.781250 Penalty: 2756.509033
	Iteration 59Q: 3 clusters Score -409652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -409654.062500 Penalty: 2756.509033
	Iteration 60F: 3 clusters Score -409654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -409654.625000 Penalty: 2756.509033
	Iteration 61Q: 3 clusters Score -409654.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -409655.031250 Penalty: 2756.509033
	Iteration 62Q: 3 clusters Score -409655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -409655.343750 Penalty: 2756.509033
	Iteration 63Q: 3 clusters Score -409655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -409655.531250 Penalty: 2756.509033
	Iteration 64Q: 3 clusters Score -409655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -409655.312500 Penalty: 2756.509033
	Iteration 65Q: 3 clusters Score -409655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -409655.875000 Penalty: 2756.509033
	Iteration 66Q: 3 clusters Score -409655.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -409656.343750 Penalty: 2756.509033
	Iteration 67Q: 3 clusters Score -409656.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -409656.437500 Penalty: 2756.509033
	Iteration 68Q: 3 clusters Score -409656.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -409656.437500 Penalty: 2756.509033
	Iteration 69F: 3 clusters Score -409656.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Entering Unmasked Estep 
Score: -455774.562500 Penalty: 1384.983765
	Iteration 0F: 2 clusters Score -455774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -451814.687500 Penalty: 2769.967529
	Iteration 0F: 3 clusters Score -451814.7 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -452942.093750 Penalty: 2769.967529
	Iteration 1F: 3 clusters Score -452942.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -453168.125000 Penalty: 2769.967529
	Iteration 2F: 3 clusters Score -453168.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -453329.281250 Penalty: 2769.967529
	Iteration 3F: 3 clusters Score -453329.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -453498.968750 Penalty: 2769.967529
	Iteration 4F: 3 clusters Score -453499 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -453642.406250 Penalty: 2769.967529
	Iteration 5Q: 3 clusters Score -453642.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -453769.812500 Penalty: 2769.967529
	Iteration 6Q: 3 clusters Score -453769.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -453881.468750 Penalty: 2769.967529
	Iteration 7Q: 3 clusters Score -453881.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -453983.843750 Penalty: 2769.967529
	Iteration 8Q: 3 clusters Score -453983.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -454065.156250 Penalty: 2769.967529
	Iteration 9Q: 3 clusters Score -454065.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -454147.843750 Penalty: 2769.967529
	Iteration 10Q: 3 clusters Score -454147.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -454240.718750 Penalty: 2769.967529
	Iteration 11Q: 3 clusters Score -454240.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -454311.312500 Penalty: 2769.967529
	Iteration 12Q: 3 clusters Score -454311.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -454388.406250 Penalty: 2769.967529
	Iteration 13Q: 3 clusters Score -454388.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -454454.281250 Penalty: 2769.967529
	Iteration 14Q: 3 clusters Score -454454.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -454519.437500 Penalty: 2769.967529
	Iteration 15Q: 3 clusters Score -454519.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -454560.468750 Penalty: 2769.967529
	Iteration 16Q: 3 clusters Score -454560.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -454605.625000 Penalty: 2769.967529
	Iteration 17Q: 3 clusters Score -454605.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -454648.312500 Penalty: 2769.967529
	Iteration 18Q: 3 clusters Score -454648.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -454681.781250 Penalty: 2769.967529
	Iteration 19Q: 3 clusters Score -454681.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -454698.250000 Penalty: 2769.967529
	Iteration 20F: 3 clusters Score -454698.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -454711.500000 Penalty: 2769.967529
	Iteration 21Q: 3 clusters Score -454711.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -454726.687500 Penalty: 2769.967529
	Iteration 22Q: 3 clusters Score -454726.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -454737.125000 Penalty: 2769.967529
	Iteration 23Q: 3 clusters Score -454737.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -454748.875000 Penalty: 2769.967529
	Iteration 24Q: 3 clusters Score -454748.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -454755.968750 Penalty: 2769.967529
	Iteration 25Q: 3 clusters Score -454756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -454760.937500 Penalty: 2769.967529
	Iteration 26Q: 3 clusters Score -454760.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -454765.031250 Penalty: 2769.967529
	Iteration 27Q: 3 clusters Score -454765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -454769.312500 Penalty: 2769.967529
	Iteration 28Q: 3 clusters Score -454769.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -454773.437500 Penalty: 2769.967529
	Iteration 29Q: 3 clusters Score -454773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -454773.875000 Penalty: 2769.967529
	Iteration 30Q: 3 clusters Score -454773.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -454775.656250 Penalty: 2769.967529
	Iteration 31Q: 3 clusters Score -454775.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -454778.687500 Penalty: 2769.967529
	Iteration 32Q: 3 clusters Score -454778.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -454782.375000 Penalty: 2769.967529
	Iteration 33Q: 3 clusters Score -454782.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -454784.312500 Penalty: 2769.967529
	Iteration 34Q: 3 clusters Score -454784.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -454787.312500 Penalty: 2769.967529
	Iteration 35Q: 3 clusters Score -454787.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -454788.625000 Penalty: 2769.967529
	Iteration 36Q: 3 clusters Score -454788.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -454792.093750 Penalty: 2769.967529
	Iteration 37Q: 3 clusters Score -454792.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -454795.187500 Penalty: 2769.967529
	Iteration 38Q: 3 clusters Score -454795.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -454799.562500 Penalty: 2769.967529
	Iteration 39Q: 3 clusters Score -454799.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -454804.437500 Penalty: 2769.967529
	Iteration 40F: 3 clusters Score -454804.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -454811.093750 Penalty: 2769.967529
	Iteration 41Q: 3 clusters Score -454811.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -454817.625000 Penalty: 2769.967529
	Iteration 42Q: 3 clusters Score -454817.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -454821.093750 Penalty: 2769.967529
	Iteration 43Q: 3 clusters Score -454821.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -454823.906250 Penalty: 2769.967529
	Iteration 44Q: 3 clusters Score -454823.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -454825.312500 Penalty: 2769.967529
	Iteration 45Q: 3 clusters Score -454825.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -454827.375000 Penalty: 2769.967529
	Iteration 46Q: 3 clusters Score -454827.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -454828.968750 Penalty: 2769.967529
	Iteration 47Q: 3 clusters Score -454829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -454829.718750 Penalty: 2769.967529
	Iteration 48Q: 3 clusters Score -454829.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -454831.125000 Penalty: 2769.967529
	Iteration 49Q: 3 clusters Score -454831.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -454831.781250 Penalty: 2769.967529
	Iteration 50Q: 3 clusters Score -454831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -454832.593750 Penalty: 2769.967529
	Iteration 51Q: 3 clusters Score -454832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -454834.812500 Penalty: 2769.967529
	Iteration 52Q: 3 clusters Score -454834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -454835.031250 Penalty: 2769.967529
	Iteration 53Q: 3 clusters Score -454835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -454836.875000 Penalty: 2769.967529
	Iteration 54Q: 3 clusters Score -454836.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -454836.281250 Penalty: 2769.967529
	Iteration 55Q: 3 clusters Score -454836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -454837.718750 Penalty: 2769.967529
	Iteration 56Q: 3 clusters Score -454837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -454838.562500 Penalty: 2769.967529
	Iteration 57Q: 3 clusters Score -454838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -454839.281250 Penalty: 2769.967529
	Iteration 58Q: 3 clusters Score -454839.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -454840.593750 Penalty: 2769.967529
	Iteration 59Q: 3 clusters Score -454840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -454841.687500 Penalty: 2769.967529
	Iteration 60F: 3 clusters Score -454841.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -454841.781250 Penalty: 2769.967529
	Iteration 61Q: 3 clusters Score -454841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -454843.031250 Penalty: 2769.967529
	Iteration 62Q: 3 clusters Score -454843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -454844.562500 Penalty: 2769.967529
	Iteration 63Q: 3 clusters Score -454844.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -454845.250000 Penalty: 2769.967529
	Iteration 64Q: 3 clusters Score -454845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -454847.250000 Penalty: 2769.967529
	Iteration 65Q: 3 clusters Score -454847.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -454847.250000 Penalty: 2769.967529
	Iteration 66F: 3 clusters Score -454847.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79416 members 
Entering Unmasked Estep 
Score: -7611145.000000 Penalty: 1833.399048
	Iteration 0F: 2 clusters Score -7611145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7557959.500000 Penalty: 3666.798096
	Iteration 0F: 3 clusters Score -7557960 nChanged 37938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -7580060.500000 Penalty: 3666.798096
	Iteration 1F: 3 clusters Score -7580060 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -7581105.500000 Penalty: 3666.798096
	Iteration 2Q: 3 clusters Score -7581106 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -7582538.500000 Penalty: 3666.798096
	Iteration 3Q: 3 clusters Score -7582538 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -7584939.000000 Penalty: 3666.798096
	Iteration 4F: 3 clusters Score -7584939 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -7588498.000000 Penalty: 3666.798096
	Iteration 5F: 3 clusters Score -7588498 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 60655 members 
Entering Unmasked Estep 
Score: -7593135.500000 Penalty: 3666.798096
	Iteration 6F: 3 clusters Score -7593136 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -7598120.000000 Penalty: 3666.798096
	Iteration 7F: 3 clusters Score -7598120 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -7602755.000000 Penalty: 3666.798096
	Iteration 8F: 3 clusters Score -7602755 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -7606105.000000 Penalty: 3666.798096
	Iteration 9Q: 3 clusters Score -7606105 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 77420 members 
Entering Unmasked Estep 
Score: -7607974.500000 Penalty: 3666.798096
	Iteration 10Q: 3 clusters Score -7607974 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 78427 members 
Entering Unmasked Estep 
Score: -7608823.000000 Penalty: 3666.798096
	Iteration 11Q: 3 clusters Score -7608823 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -7609199.000000 Penalty: 3666.798096
	Iteration 12Q: 3 clusters Score -7609199 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 79050 members 
Entering Unmasked Estep 
Score: -7609402.000000 Penalty: 3666.798096
	Iteration 13Q: 3 clusters Score -7609402 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -7609473.500000 Penalty: 3666.798096
	Iteration 14Q: 3 clusters Score -7609474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -7609549.000000 Penalty: 3666.798096
	Iteration 15Q: 3 clusters Score -7609549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -7609567.500000 Penalty: 3666.798096
	Iteration 16Q: 3 clusters Score -7609568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -7609589.500000 Penalty: 3666.798096
	Iteration 17Q: 3 clusters Score -7609590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 79174 members 
Entering Unmasked Estep 
Score: -7609595.000000 Penalty: 3666.798096
	Iteration 18Q: 3 clusters Score -7609595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -7609612.000000 Penalty: 3666.798096
	Iteration 19Q: 3 clusters Score -7609612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 79176 members 
Entering Unmasked Estep 
Score: -7609612.500000 Penalty: 3666.798096
	Iteration 20F: 3 clusters Score -7609612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -7609609.000000 Penalty: 3666.798096
	Iteration 21Q: 3 clusters Score -7609609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 79179 members 
Entering Unmasked Estep 
Score: -7609613.500000 Penalty: 3666.798096
	Iteration 22Q: 3 clusters Score -7609614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 79181 members 
Entering Unmasked Estep 
Score: -7609617.000000 Penalty: 3666.798096
	Iteration 23Q: 3 clusters Score -7609617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -7609626.500000 Penalty: 3666.798096
	Iteration 24Q: 3 clusters Score -7609626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -7609632.000000 Penalty: 3666.798096
	Iteration 25Q: 3 clusters Score -7609632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79182 members 
Entering Unmasked Estep 
Score: -7609629.000000 Penalty: 3666.798096
	Iteration 26Q: 3 clusters Score -7609629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 79183 members 
Entering Unmasked Estep 
Score: -7609627.500000 Penalty: 3666.798096
	Iteration 27Q: 3 clusters Score -7609628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -7609632.500000 Penalty: 3666.798096
	Iteration 28Q: 3 clusters Score -7609632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -7609634.000000 Penalty: 3666.798096
	Iteration 29Q: 3 clusters Score -7609634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -7609641.000000 Penalty: 3666.798096
	Iteration 30Q: 3 clusters Score -7609641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 79186 members 
Entering Unmasked Estep 
Score: -7609633.500000 Penalty: 3666.798096
	Iteration 31Q: 3 clusters Score -7609634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -7609639.000000 Penalty: 3666.798096
	Iteration 32Q: 3 clusters Score -7609639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 79187 members 
Entering Unmasked Estep 
Score: -7609639.000000 Penalty: 3666.798096
	Iteration 33F: 3 clusters Score -7609639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Entering Unmasked Estep 
Score: -396276.343750 Penalty: 1364.081421
	Iteration 0F: 2 clusters Score -396276.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -392647.500000 Penalty: 2728.162842
	Iteration 0F: 3 clusters Score -392647.5 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -393727.625000 Penalty: 2728.162842
	Iteration 1F: 3 clusters Score -393727.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -393923.718750 Penalty: 2728.162842
	Iteration 2F: 3 clusters Score -393923.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -394067.687500 Penalty: 2728.162842
	Iteration 3F: 3 clusters Score -394067.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -394180.781250 Penalty: 2728.162842
	Iteration 4Q: 3 clusters Score -394180.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -394265.968750 Penalty: 2728.162842
	Iteration 5Q: 3 clusters Score -394266 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -394354.062500 Penalty: 2728.162842
	Iteration 6Q: 3 clusters Score -394354.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -394480.875000 Penalty: 2728.162842
	Iteration 7Q: 3 clusters Score -394480.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -394616.531250 Penalty: 2728.162842
	Iteration 8Q: 3 clusters Score -394616.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -394742.937500 Penalty: 2728.162842
	Iteration 9Q: 3 clusters Score -394742.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -394855.968750 Penalty: 2728.162842
	Iteration 10Q: 3 clusters Score -394856 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -394932.718750 Penalty: 2728.162842
	Iteration 11Q: 3 clusters Score -394932.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -395000.750000 Penalty: 2728.162842
	Iteration 12Q: 3 clusters Score -395000.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -395037.843750 Penalty: 2728.162842
	Iteration 13Q: 3 clusters Score -395037.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -395069.093750 Penalty: 2728.162842
	Iteration 14Q: 3 clusters Score -395069.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -395095.593750 Penalty: 2728.162842
	Iteration 15Q: 3 clusters Score -395095.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -395117.281250 Penalty: 2728.162842
	Iteration 16Q: 3 clusters Score -395117.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -395135.031250 Penalty: 2728.162842
	Iteration 17Q: 3 clusters Score -395135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -395150.406250 Penalty: 2728.162842
	Iteration 18Q: 3 clusters Score -395150.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -395167.687500 Penalty: 2728.162842
	Iteration 19Q: 3 clusters Score -395167.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -395178.343750 Penalty: 2728.162842
	Iteration 20F: 3 clusters Score -395178.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -395191.125000 Penalty: 2728.162842
	Iteration 21Q: 3 clusters Score -395191.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -395203.531250 Penalty: 2728.162842
	Iteration 22Q: 3 clusters Score -395203.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -395218.687500 Penalty: 2728.162842
	Iteration 23Q: 3 clusters Score -395218.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -395229.125000 Penalty: 2728.162842
	Iteration 24Q: 3 clusters Score -395229.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -395242.031250 Penalty: 2728.162842
	Iteration 25Q: 3 clusters Score -395242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -395253.625000 Penalty: 2728.162842
	Iteration 26Q: 3 clusters Score -395253.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -395263.625000 Penalty: 2728.162842
	Iteration 27Q: 3 clusters Score -395263.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -395272.843750 Penalty: 2728.162842
	Iteration 28Q: 3 clusters Score -395272.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -395281.343750 Penalty: 2728.162842
	Iteration 29Q: 3 clusters Score -395281.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -395291.406250 Penalty: 2728.162842
	Iteration 30Q: 3 clusters Score -395291.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -395306.906250 Penalty: 2728.162842
	Iteration 31Q: 3 clusters Score -395306.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -395325.187500 Penalty: 2728.162842
	Iteration 32Q: 3 clusters Score -395325.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -395344.687500 Penalty: 2728.162842
	Iteration 33Q: 3 clusters Score -395344.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -395358.375000 Penalty: 2728.162842
	Iteration 34Q: 3 clusters Score -395358.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -395384.250000 Penalty: 2728.162842
	Iteration 35Q: 3 clusters Score -395384.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -395413.468750 Penalty: 2728.162842
	Iteration 36Q: 3 clusters Score -395413.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -395443.625000 Penalty: 2728.162842
	Iteration 37Q: 3 clusters Score -395443.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -395463.812500 Penalty: 2728.162842
	Iteration 38Q: 3 clusters Score -395463.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -395481.937500 Penalty: 2728.162842
	Iteration 39Q: 3 clusters Score -395481.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -395503.781250 Penalty: 2728.162842
	Iteration 40F: 3 clusters Score -395503.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -395523.593750 Penalty: 2728.162842
	Iteration 41Q: 3 clusters Score -395523.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -395538.906250 Penalty: 2728.162842
	Iteration 42Q: 3 clusters Score -395538.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -395548.968750 Penalty: 2728.162842
	Iteration 43Q: 3 clusters Score -395549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -395552.312500 Penalty: 2728.162842
	Iteration 44Q: 3 clusters Score -395552.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -395556.750000 Penalty: 2728.162842
	Iteration 45Q: 3 clusters Score -395556.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -395560.531250 Penalty: 2728.162842
	Iteration 46Q: 3 clusters Score -395560.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -395561.875000 Penalty: 2728.162842
	Iteration 47Q: 3 clusters Score -395561.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -395563.968750 Penalty: 2728.162842
	Iteration 48Q: 3 clusters Score -395564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -395565.250000 Penalty: 2728.162842
	Iteration 49Q: 3 clusters Score -395565.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -395568.937500 Penalty: 2728.162842
	Iteration 50Q: 3 clusters Score -395568.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -395573.718750 Penalty: 2728.162842
	Iteration 51Q: 3 clusters Score -395573.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -395576.500000 Penalty: 2728.162842
	Iteration 52Q: 3 clusters Score -395576.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -395578.468750 Penalty: 2728.162842
	Iteration 53Q: 3 clusters Score -395578.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -395579.906250 Penalty: 2728.162842
	Iteration 54Q: 3 clusters Score -395579.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -395585.343750 Penalty: 2728.162842
	Iteration 55Q: 3 clusters Score -395585.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -395590.937500 Penalty: 2728.162842
	Iteration 56Q: 3 clusters Score -395590.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -395597.406250 Penalty: 2728.162842
	Iteration 57Q: 3 clusters Score -395597.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -395601.593750 Penalty: 2728.162842
	Iteration 58Q: 3 clusters Score -395601.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -395602.687500 Penalty: 2728.162842
	Iteration 59Q: 3 clusters Score -395602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -395603.187500 Penalty: 2728.162842
	Iteration 60F: 3 clusters Score -395603.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -395603.406250 Penalty: 2728.162842
	Iteration 61Q: 3 clusters Score -395603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -395603.468750 Penalty: 2728.162842
	Iteration 62Q: 3 clusters Score -395603.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -395603.468750 Penalty: 2728.162842
	Iteration 63F: 3 clusters Score -395603.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -247085.125000 Penalty: 1281.915283
	Iteration 0F: 2 clusters Score -247085.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -244607.609375 Penalty: 2563.830566
	Iteration 0F: 3 clusters Score -244607.6 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -245211.640625 Penalty: 2563.830566
	Iteration 1F: 3 clusters Score -245211.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -245351.296875 Penalty: 2563.830566
	Iteration 2F: 3 clusters Score -245351.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -245423.562500 Penalty: 2563.830566
	Iteration 3Q: 3 clusters Score -245423.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -245472.125000 Penalty: 2563.830566
	Iteration 4Q: 3 clusters Score -245472.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -245508.843750 Penalty: 2563.830566
	Iteration 5Q: 3 clusters Score -245508.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -245545.390625 Penalty: 2563.830566
	Iteration 6Q: 3 clusters Score -245545.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -245571.390625 Penalty: 2563.830566
	Iteration 7Q: 3 clusters Score -245571.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -245592.859375 Penalty: 2563.830566
	Iteration 8Q: 3 clusters Score -245592.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -245610.156250 Penalty: 2563.830566
	Iteration 9Q: 3 clusters Score -245610.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -245625.250000 Penalty: 2563.830566
	Iteration 10Q: 3 clusters Score -245625.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -245644.421875 Penalty: 2563.830566
	Iteration 11Q: 3 clusters Score -245644.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -245664.578125 Penalty: 2563.830566
	Iteration 12Q: 3 clusters Score -245664.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -245677.437500 Penalty: 2563.830566
	Iteration 13Q: 3 clusters Score -245677.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -245686.578125 Penalty: 2563.830566
	Iteration 14Q: 3 clusters Score -245686.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -245699.375000 Penalty: 2563.830566
	Iteration 15Q: 3 clusters Score -245699.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -245708.093750 Penalty: 2563.830566
	Iteration 16Q: 3 clusters Score -245708.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -245716.859375 Penalty: 2563.830566
	Iteration 17Q: 3 clusters Score -245716.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -245727.812500 Penalty: 2563.830566
	Iteration 18Q: 3 clusters Score -245727.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -245739.593750 Penalty: 2563.830566
	Iteration 19Q: 3 clusters Score -245739.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -245753.250000 Penalty: 2563.830566
	Iteration 20F: 3 clusters Score -245753.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -245765.968750 Penalty: 2563.830566
	Iteration 21Q: 3 clusters Score -245766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -245774.265625 Penalty: 2563.830566
	Iteration 22Q: 3 clusters Score -245774.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -245780.281250 Penalty: 2563.830566
	Iteration 23Q: 3 clusters Score -245780.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -245784.437500 Penalty: 2563.830566
	Iteration 24Q: 3 clusters Score -245784.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -245793.750000 Penalty: 2563.830566
	Iteration 25Q: 3 clusters Score -245793.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -245805.265625 Penalty: 2563.830566
	Iteration 26Q: 3 clusters Score -245805.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -245816.406250 Penalty: 2563.830566
	Iteration 27Q: 3 clusters Score -245816.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -245824.453125 Penalty: 2563.830566
	Iteration 28Q: 3 clusters Score -245824.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -245830.453125 Penalty: 2563.830566
	Iteration 29Q: 3 clusters Score -245830.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -245835.250000 Penalty: 2563.830566
	Iteration 30Q: 3 clusters Score -245835.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -245840.156250 Penalty: 2563.830566
	Iteration 31Q: 3 clusters Score -245840.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -245845.515625 Penalty: 2563.830566
	Iteration 32Q: 3 clusters Score -245845.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -245852.046875 Penalty: 2563.830566
	Iteration 33Q: 3 clusters Score -245852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -245854.687500 Penalty: 2563.830566
	Iteration 34Q: 3 clusters Score -245854.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -245856.921875 Penalty: 2563.830566
	Iteration 35Q: 3 clusters Score -245856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -245859.781250 Penalty: 2563.830566
	Iteration 36Q: 3 clusters Score -245859.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -245863.453125 Penalty: 2563.830566
	Iteration 37Q: 3 clusters Score -245863.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -245866.343750 Penalty: 2563.830566
	Iteration 38Q: 3 clusters Score -245866.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -245867.968750 Penalty: 2563.830566
	Iteration 39Q: 3 clusters Score -245868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -245869.421875 Penalty: 2563.830566
	Iteration 40F: 3 clusters Score -245869.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245870.171875 Penalty: 2563.830566
	Iteration 41Q: 3 clusters Score -245870.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -245871.406250 Penalty: 2563.830566
	Iteration 42Q: 3 clusters Score -245871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -245872.828125 Penalty: 2563.830566
	Iteration 43Q: 3 clusters Score -245872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -245873.062500 Penalty: 2563.830566
	Iteration 44Q: 3 clusters Score -245873.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -245873.062500 Penalty: 2563.830566
	Iteration 45F: 3 clusters Score -245873.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Entering Unmasked Estep 
Score: -508578.281250 Penalty: 1395.311523
	Iteration 0F: 2 clusters Score -508578.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -504403.031250 Penalty: 2790.623047
	Iteration 0F: 3 clusters Score -504403 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -505605.187500 Penalty: 2790.623047
	Iteration 1F: 3 clusters Score -505605.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -505882.906250 Penalty: 2790.623047
	Iteration 2F: 3 clusters Score -505882.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -506145.468750 Penalty: 2790.623047
	Iteration 3F: 3 clusters Score -506145.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -506421.093750 Penalty: 2790.623047
	Iteration 4F: 3 clusters Score -506421.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -506686.593750 Penalty: 2790.623047
	Iteration 5F: 3 clusters Score -506686.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -506865.406250 Penalty: 2790.623047
	Iteration 6F: 3 clusters Score -506865.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -507009.062500 Penalty: 2790.623047
	Iteration 7Q: 3 clusters Score -507009.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -507121.687500 Penalty: 2790.623047
	Iteration 8Q: 3 clusters Score -507121.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -507219.562500 Penalty: 2790.623047
	Iteration 9Q: 3 clusters Score -507219.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -507278.375000 Penalty: 2790.623047
	Iteration 10Q: 3 clusters Score -507278.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -507328.750000 Penalty: 2790.623047
	Iteration 11Q: 3 clusters Score -507328.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -507376.625000 Penalty: 2790.623047
	Iteration 12Q: 3 clusters Score -507376.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -507416.406250 Penalty: 2790.623047
	Iteration 13Q: 3 clusters Score -507416.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -507436.406250 Penalty: 2790.623047
	Iteration 14Q: 3 clusters Score -507436.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -507445.656250 Penalty: 2790.623047
	Iteration 15Q: 3 clusters Score -507445.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -507451.656250 Penalty: 2790.623047
	Iteration 16Q: 3 clusters Score -507451.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -507457.000000 Penalty: 2790.623047
	Iteration 17Q: 3 clusters Score -507457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -507461.625000 Penalty: 2790.623047
	Iteration 18Q: 3 clusters Score -507461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -507468.906250 Penalty: 2790.623047
	Iteration 19Q: 3 clusters Score -507468.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -507471.281250 Penalty: 2790.623047
	Iteration 20F: 3 clusters Score -507471.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -507475.812500 Penalty: 2790.623047
	Iteration 21Q: 3 clusters Score -507475.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -507479.718750 Penalty: 2790.623047
	Iteration 22Q: 3 clusters Score -507479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -507481.281250 Penalty: 2790.623047
	Iteration 23Q: 3 clusters Score -507481.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -507487.218750 Penalty: 2790.623047
	Iteration 24Q: 3 clusters Score -507487.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -507489.718750 Penalty: 2790.623047
	Iteration 25Q: 3 clusters Score -507489.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -507493.343750 Penalty: 2790.623047
	Iteration 26Q: 3 clusters Score -507493.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -507499.781250 Penalty: 2790.623047
	Iteration 27Q: 3 clusters Score -507499.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -507509.312500 Penalty: 2790.623047
	Iteration 28Q: 3 clusters Score -507509.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -507518.343750 Penalty: 2790.623047
	Iteration 29Q: 3 clusters Score -507518.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -507527.062500 Penalty: 2790.623047
	Iteration 30Q: 3 clusters Score -507527.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -507533.406250 Penalty: 2790.623047
	Iteration 31Q: 3 clusters Score -507533.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -507537.531250 Penalty: 2790.623047
	Iteration 32Q: 3 clusters Score -507537.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -507539.781250 Penalty: 2790.623047
	Iteration 33Q: 3 clusters Score -507539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -507543.156250 Penalty: 2790.623047
	Iteration 34Q: 3 clusters Score -507543.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -507545.562500 Penalty: 2790.623047
	Iteration 35Q: 3 clusters Score -507545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -507548.437500 Penalty: 2790.623047
	Iteration 36Q: 3 clusters Score -507548.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -507549.781250 Penalty: 2790.623047
	Iteration 37Q: 3 clusters Score -507549.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -507550.437500 Penalty: 2790.623047
	Iteration 38Q: 3 clusters Score -507550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -507552.406250 Penalty: 2790.623047
	Iteration 39Q: 3 clusters Score -507552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -507553.968750 Penalty: 2790.623047
	Iteration 40F: 3 clusters Score -507554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -507554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -507556.312500 Penalty: 2790.623047
	Iteration 42Q: 3 clusters Score -507556.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -507557.093750 Penalty: 2790.623047
	Iteration 43Q: 3 clusters Score -507557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -507557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -507557.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -507557.406250 Penalty: 2790.623047
	Iteration 46Q: 3 clusters Score -507557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -507557.406250 Penalty: 2790.623047
	Iteration 47F: 3 clusters Score -507557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 108004 members 
Mstep: Class 3 contains 994 members 
Mstep: Class 4 contains 30420 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 103154 members 
Mstep: Class 8 contains 149365 members 
Mstep: Class 9 contains 3104 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4306 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 5218 members 
Mstep: Class 14 contains 4825 members 
Mstep: Class 15 contains 5029 members 
Mstep: Class 16 contains 79416 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 21 clusters Score -5.238559e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 108008 members 
Mstep: Class 3 contains 1007 members 
Mstep: Class 4 contains 30629 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11961 members 
Mstep: Class 7 contains 103155 members 
Mstep: Class 8 contains 149368 members 
Mstep: Class 9 contains 3136 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 5212 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 79418 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385884.000000 Penalty: 43060.085938
Iteration 120F: 21 clusters Score -5.238588e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 107911 members 
Mstep: Class 3 contains 1001 members 
Mstep: Class 4 contains 30560 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11958 members 
Mstep: Class 7 contains 103156 members 
Mstep: Class 8 contains 149369 members 
Mstep: Class 9 contains 3156 members 
Mstep: Class 10 contains 6544 members 
Mstep: Class 11 contains 4301 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 4824 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5358 members 
Mstep: Class 20 contains 5347 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 21 clusters Score -5.238604e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 107846 members 
Mstep: Class 3 contains 1009 members 
Mstep: Class 4 contains 30531 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11954 members 
Mstep: Class 7 contains 103152 members 
Mstep: Class 8 contains 149365 members 
Mstep: Class 9 contains 3183 members 
Mstep: Class 10 contains 6546 members 
Mstep: Class 11 contains 4302 members 
Mstep: Class 12 contains 10141 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 79420 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 5472 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 21 clusters Score -5.238629e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 107786 members 
Mstep: Class 3 contains 1014 members 
Mstep: Class 4 contains 30522 members 
Mstep: Class 5 contains 1082 members 
Mstep: Class 6 contains 11948 members 
Mstep: Class 7 contains 103150 members 
Mstep: Class 8 contains 149361 members 
Mstep: Class 9 contains 3201 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4301 members 
Mstep: Class 12 contains 10144 members 
Mstep: Class 13 contains 5203 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 79414 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 21 clusters Score -5.238622e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 107749 members 
Mstep: Class 3 contains 1023 members 
Mstep: Class 4 contains 30519 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11950 members 
Mstep: Class 7 contains 103148 members 
Mstep: Class 8 contains 149354 members 
Mstep: Class 9 contains 3217 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4304 members 
Mstep: Class 12 contains 10142 members 
Mstep: Class 13 contains 5201 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 5032 members 
Mstep: Class 16 contains 79411 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 5355 members 
Mstep: Class 20 contains 5636 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 21 clusters Score -5.238629e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 107716 members 
Mstep: Class 3 contains 1025 members 
Mstep: Class 4 contains 30522 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11947 members 
Mstep: Class 7 contains 103141 members 
Mstep: Class 8 contains 149353 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4308 members 
Mstep: Class 12 contains 10142 members 
Mstep: Class 13 contains 5199 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 79407 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 2665 members 
Mstep: Class 19 contains 5355 members 
Mstep: Class 20 contains 5679 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 21 clusters Score -5.238626e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 107691 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 30523 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103140 members 
Mstep: Class 8 contains 149351 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 10 contains 6547 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 10142 members 
Mstep: Class 13 contains 5198 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 79405 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 2665 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 5721 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 21 clusters Score -5.238626e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 107669 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 30519 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11947 members 
Mstep: Class 7 contains 103136 members 
Mstep: Class 8 contains 149346 members 
Mstep: Class 9 contains 3261 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4321 members 
Mstep: Class 12 contains 10142 members 
Mstep: Class 13 contains 5198 members 
Mstep: Class 14 contains 4818 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 79404 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 5749 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 21 clusters Score -5.238632e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 107638 members 
Mstep: Class 3 contains 1028 members 
Mstep: Class 4 contains 30514 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 11948 members 
Mstep: Class 7 contains 103133 members 
Mstep: Class 8 contains 149341 members 
Mstep: Class 9 contains 3275 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4329 members 
Mstep: Class 12 contains 10143 members 
Mstep: Class 13 contains 5196 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 79407 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 5772 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 21 clusters Score -5.238632e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 107618 members 
Mstep: Class 3 contains 1027 members 
Mstep: Class 4 contains 30511 members 
Mstep: Class 5 contains 1084 members 
Mstep: Class 6 contains 11947 members 
Mstep: Class 7 contains 103131 members 
Mstep: Class 8 contains 149340 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4335 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 5191 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79407 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 5791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386400.000000 Penalty: 43060.085938
Iteration 129Q: 21 clusters Score -5.23864e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 107593 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 30510 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 11946 members 
Mstep: Class 7 contains 103130 members 
Mstep: Class 8 contains 149339 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5188 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79409 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386412.000000 Penalty: 43060.085938
Iteration 130Q: 21 clusters Score -5.238641e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 107581 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 30504 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11945 members 
Mstep: Class 7 contains 103124 members 
Mstep: Class 8 contains 149337 members 
Mstep: Class 9 contains 3337 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 10131 members 
Mstep: Class 13 contains 5186 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 5029 members 
Mstep: Class 16 contains 79406 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386420.000000 Penalty: 43060.085938
Iteration 131Q: 21 clusters Score -5.238642e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 107562 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 30502 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103119 members 
Mstep: Class 8 contains 149339 members 
Mstep: Class 9 contains 3360 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4341 members 
Mstep: Class 12 contains 10132 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 79407 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 21 clusters Score -5.238634e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 107546 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 4 contains 30498 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103117 members 
Mstep: Class 8 contains 149338 members 
Mstep: Class 9 contains 3375 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5180 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 79410 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5861 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 21 clusters Score -5.238636e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 107524 members 
Mstep: Class 3 contains 1031 members 
Mstep: Class 4 contains 30492 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103115 members 
Mstep: Class 8 contains 149336 members 
Mstep: Class 9 contains 3400 members 
Mstep: Class 10 contains 6548 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 79413 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5359 members 
Mstep: Class 20 contains 5875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386444.000000 Penalty: 43060.085938
Iteration 134Q: 21 clusters Score -5.238644e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 107508 members 
Mstep: Class 3 contains 1030 members 
Mstep: Class 4 contains 30485 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103112 members 
Mstep: Class 8 contains 149330 members 
Mstep: Class 9 contains 3420 members 
Mstep: Class 10 contains 6546 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 10138 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 79416 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386424.000000 Penalty: 43060.085938
Iteration 135Q: 21 clusters Score -5.238642e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 107479 members 
Mstep: Class 3 contains 1032 members 
Mstep: Class 4 contains 30477 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103104 members 
Mstep: Class 8 contains 149329 members 
Mstep: Class 9 contains 3447 members 
Mstep: Class 10 contains 6545 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 10140 members 
Mstep: Class 13 contains 5179 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 79413 members 
Mstep: Class 17 contains 4442 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 5907 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 21 clusters Score -5.238646e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 107464 members 
Mstep: Class 3 contains 1033 members 
Mstep: Class 4 contains 30465 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103100 members 
Mstep: Class 8 contains 149330 members 
Mstep: Class 9 contains 3464 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 10139 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 79410 members 
Mstep: Class 17 contains 4441 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 5927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386488.000000 Penalty: 43060.085938
Iteration 137Q: 21 clusters Score -5.238649e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 107450 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 4 contains 30458 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103096 members 
Mstep: Class 8 contains 149324 members 
Mstep: Class 9 contains 3486 members 
Mstep: Class 10 contains 6540 members 
Mstep: Class 11 contains 4348 members 
Mstep: Class 12 contains 10138 members 
Mstep: Class 13 contains 5178 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 79409 members 
Mstep: Class 17 contains 4443 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 5939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386416.000000 Penalty: 43060.085938
Iteration 138Q: 21 clusters Score -5.238642e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 107428 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 30450 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103093 members 
Mstep: Class 8 contains 149321 members 
Mstep: Class 9 contains 3508 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 10136 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 79412 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 5951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386400.000000 Penalty: 43060.085938
Iteration 139Q: 21 clusters Score -5.23864e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 107407 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 30447 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103091 members 
Mstep: Class 8 contains 149319 members 
Mstep: Class 9 contains 3523 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 10137 members 
Mstep: Class 13 contains 5181 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 79412 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386372.000000 Penalty: 43060.085938
Iteration 140F: 21 clusters Score -5.238637e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 107387 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 4 contains 30443 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103084 members 
Mstep: Class 8 contains 149322 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 10137 members 
Mstep: Class 13 contains 5176 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 79418 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386424.000000 Penalty: 43060.085938
Iteration 141Q: 21 clusters Score -5.238642e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 107378 members 
Mstep: Class 3 contains 1034 members 
Mstep: Class 4 contains 30446 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 103082 members 
Mstep: Class 8 contains 149326 members 
Mstep: Class 9 contains 3554 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 10136 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 4444 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 5974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386376.000000 Penalty: 43060.085938
Iteration 142Q: 21 clusters Score -5.238638e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 107371 members 
Mstep: Class 3 contains 1035 members 
Mstep: Class 4 contains 30451 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103082 members 
Mstep: Class 8 contains 149330 members 
Mstep: Class 9 contains 3555 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5175 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 18 contains 2663 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386364.000000 Penalty: 43060.085938
Iteration 143Q: 21 clusters Score -5.238636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 107367 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 30450 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103079 members 
Mstep: Class 8 contains 149333 members 
Mstep: Class 9 contains 3563 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386416.000000 Penalty: 43060.085938
Iteration 144Q: 21 clusters Score -5.238642e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 107362 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 30449 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103079 members 
Mstep: Class 8 contains 149334 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5172 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386432.000000 Penalty: 43060.085938
Iteration 145Q: 21 clusters Score -5.238643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 107356 members 
Mstep: Class 3 contains 1036 members 
Mstep: Class 4 contains 30450 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103077 members 
Mstep: Class 8 contains 149334 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386424.000000 Penalty: 43060.085938
Iteration 146Q: 21 clusters Score -5.238642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 107351 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 30449 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103078 members 
Mstep: Class 8 contains 149334 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4344 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5359 members 
Mstep: Class 20 contains 5979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386432.000000 Penalty: 43060.085938
Iteration 147Q: 21 clusters Score -5.238643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 107349 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 30447 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103079 members 
Mstep: Class 8 contains 149333 members 
Mstep: Class 9 contains 3590 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79418 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5358 members 
Mstep: Class 20 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386412.000000 Penalty: 43060.085938
Iteration 148Q: 21 clusters Score -5.238641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 107350 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 30446 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103081 members 
Mstep: Class 8 contains 149333 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79418 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386408.000000 Penalty: 43060.085938
Iteration 149Q: 21 clusters Score -5.238641e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 107349 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 30445 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103079 members 
Mstep: Class 8 contains 149332 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79420 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5355 members 
Mstep: Class 20 contains 5981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386416.000000 Penalty: 43060.085938
Iteration 150Q: 21 clusters Score -5.238642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 107351 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 30446 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103077 members 
Mstep: Class 8 contains 149331 members 
Mstep: Class 9 contains 3592 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79420 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 5982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386452.000000 Penalty: 43060.085938
Iteration 151Q: 21 clusters Score -5.238645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 107352 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 30446 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103076 members 
Mstep: Class 8 contains 149331 members 
Mstep: Class 9 contains 3591 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4347 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79420 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386460.000000 Penalty: 43060.085938
Iteration 152Q: 21 clusters Score -5.238646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 107350 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 30445 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103075 members 
Mstep: Class 8 contains 149331 members 
Mstep: Class 9 contains 3595 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4346 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79420 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5359 members 
Mstep: Class 20 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386448.000000 Penalty: 43060.085938
Iteration 153Q: 21 clusters Score -5.238645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 107350 members 
Mstep: Class 3 contains 1037 members 
Mstep: Class 4 contains 30444 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103074 members 
Mstep: Class 8 contains 149332 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79420 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386496.000000 Penalty: 43060.085938
Iteration 154Q: 21 clusters Score -5.23865e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 107354 members 
Mstep: Class 3 contains 1038 members 
Mstep: Class 4 contains 30444 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103072 members 
Mstep: Class 8 contains 149332 members 
Mstep: Class 9 contains 3596 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4345 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386504.000000 Penalty: 43060.085938
Iteration 155Q: 21 clusters Score -5.23865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 107354 members 
Mstep: Class 3 contains 1040 members 
Mstep: Class 4 contains 30444 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103068 members 
Mstep: Class 8 contains 149333 members 
Mstep: Class 9 contains 3599 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386508.000000 Penalty: 43060.085938
Iteration 156Q: 21 clusters Score -5.238651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 107352 members 
Mstep: Class 3 contains 1041 members 
Mstep: Class 4 contains 30441 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103067 members 
Mstep: Class 8 contains 149333 members 
Mstep: Class 9 contains 3604 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79418 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386516.000000 Penalty: 43060.085938
Iteration 157Q: 21 clusters Score -5.238652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 107349 members 
Mstep: Class 3 contains 1040 members 
Mstep: Class 4 contains 30440 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103065 members 
Mstep: Class 8 contains 149333 members 
Mstep: Class 9 contains 3612 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79418 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386556.000000 Penalty: 43060.085938
Iteration 158Q: 21 clusters Score -5.238656e+07 nChanged 12
Entering ConstructFrom: 
Score: -52386556.000000 Penalty: 43060.085938
Entering ConstructFrom: 
Trying to split cluster 1 (25925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Entering Unmasked Estep 
Score: -2465086.500000 Penalty: 1651.481445
	Iteration 0F: 2 clusters Score -2465086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2447568.000000 Penalty: 3302.962891
	Iteration 0F: 3 clusters Score -2447568 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2454048.000000 Penalty: 3302.962891
	Iteration 1F: 3 clusters Score -2454048 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2454416.000000 Penalty: 3302.962891
	Iteration 2Q: 3 clusters Score -2454416 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2454791.000000 Penalty: 3302.962891
	Iteration 3Q: 3 clusters Score -2454791 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2455227.750000 Penalty: 3302.962891
	Iteration 4Q: 3 clusters Score -2455228 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2455809.000000 Penalty: 3302.962891
	Iteration 5Q: 3 clusters Score -2455809 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2456554.000000 Penalty: 3302.962891
	Iteration 6F: 3 clusters Score -2456554 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2457551.500000 Penalty: 3302.962891
	Iteration 7F: 3 clusters Score -2457552 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2458679.000000 Penalty: 3302.962891
	Iteration 8F: 3 clusters Score -2458679 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2459708.750000 Penalty: 3302.962891
	Iteration 9F: 3 clusters Score -2459709 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2460601.000000 Penalty: 3302.962891
	Iteration 10F: 3 clusters Score -2460601 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2461292.750000 Penalty: 3302.962891
	Iteration 11Q: 3 clusters Score -2461293 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2461720.000000 Penalty: 3302.962891
	Iteration 12Q: 3 clusters Score -2461720 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2462006.250000 Penalty: 3302.962891
	Iteration 13Q: 3 clusters Score -2462006 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2462162.250000 Penalty: 3302.962891
	Iteration 14Q: 3 clusters Score -2462162 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2462302.750000 Penalty: 3302.962891
	Iteration 15Q: 3 clusters Score -2462303 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2462400.000000 Penalty: 3302.962891
	Iteration 16Q: 3 clusters Score -2462400 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2462504.750000 Penalty: 3302.962891
	Iteration 17Q: 3 clusters Score -2462505 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2462571.250000 Penalty: 3302.962891
	Iteration 18Q: 3 clusters Score -2462571 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2462639.500000 Penalty: 3302.962891
	Iteration 19Q: 3 clusters Score -2462640 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2462672.250000 Penalty: 3302.962891
	Iteration 20F: 3 clusters Score -2462672 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -2462713.250000 Penalty: 3302.962891
	Iteration 21Q: 3 clusters Score -2462713 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2462737.000000 Penalty: 3302.962891
	Iteration 22Q: 3 clusters Score -2462737 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2462765.250000 Penalty: 3302.962891
	Iteration 23Q: 3 clusters Score -2462765 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2462789.000000 Penalty: 3302.962891
	Iteration 24Q: 3 clusters Score -2462789 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2462808.250000 Penalty: 3302.962891
	Iteration 25Q: 3 clusters Score -2462808 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2462836.500000 Penalty: 3302.962891
	Iteration 26Q: 3 clusters Score -2462836 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2462859.750000 Penalty: 3302.962891
	Iteration 27Q: 3 clusters Score -2462860 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2462882.000000 Penalty: 3302.962891
	Iteration 28Q: 3 clusters Score -2462882 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2462916.000000 Penalty: 3302.962891
	Iteration 29Q: 3 clusters Score -2462916 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2462940.250000 Penalty: 3302.962891
	Iteration 30Q: 3 clusters Score -2462940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2462983.250000 Penalty: 3302.962891
	Iteration 31Q: 3 clusters Score -2462983 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2463012.750000 Penalty: 3302.962891
	Iteration 32Q: 3 clusters Score -2463013 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2463031.500000 Penalty: 3302.962891
	Iteration 33Q: 3 clusters Score -2463032 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2463059.500000 Penalty: 3302.962891
	Iteration 34Q: 3 clusters Score -2463060 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2463090.500000 Penalty: 3302.962891
	Iteration 35Q: 3 clusters Score -2463090 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2463100.500000 Penalty: 3302.962891
	Iteration 36Q: 3 clusters Score -2463100 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2463111.000000 Penalty: 3302.962891
	Iteration 37Q: 3 clusters Score -2463111 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -2463132.000000 Penalty: 3302.962891
	Iteration 38Q: 3 clusters Score -2463132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2463166.000000 Penalty: 3302.962891
	Iteration 39Q: 3 clusters Score -2463166 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2463189.500000 Penalty: 3302.962891
	Iteration 40F: 3 clusters Score -2463190 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2463223.750000 Penalty: 3302.962891
	Iteration 41Q: 3 clusters Score -2463224 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2463249.250000 Penalty: 3302.962891
	Iteration 42Q: 3 clusters Score -2463249 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2463276.000000 Penalty: 3302.962891
	Iteration 43Q: 3 clusters Score -2463276 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2463296.000000 Penalty: 3302.962891
	Iteration 44Q: 3 clusters Score -2463296 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2463318.250000 Penalty: 3302.962891
	Iteration 45Q: 3 clusters Score -2463318 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2463333.250000 Penalty: 3302.962891
	Iteration 46Q: 3 clusters Score -2463333 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2463343.250000 Penalty: 3302.962891
	Iteration 47Q: 3 clusters Score -2463343 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2463350.000000 Penalty: 3302.962891
	Iteration 48Q: 3 clusters Score -2463350 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2463362.750000 Penalty: 3302.962891
	Iteration 49Q: 3 clusters Score -2463363 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2463376.000000 Penalty: 3302.962891
	Iteration 50Q: 3 clusters Score -2463376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2463384.500000 Penalty: 3302.962891
	Iteration 51Q: 3 clusters Score -2463384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2463387.000000 Penalty: 3302.962891
	Iteration 52Q: 3 clusters Score -2463387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2463384.500000 Penalty: 3302.962891
	Iteration 53Q: 3 clusters Score -2463384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2463387.750000 Penalty: 3302.962891
	Iteration 54Q: 3 clusters Score -2463388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2463391.000000 Penalty: 3302.962891
	Iteration 55Q: 3 clusters Score -2463391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2463392.000000 Penalty: 3302.962891
	Iteration 56Q: 3 clusters Score -2463392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2463385.500000 Penalty: 3302.962891
	Iteration 57Q: 3 clusters Score -2463386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2463395.250000 Penalty: 3302.962891
	Iteration 58Q: 3 clusters Score -2463395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2463390.500000 Penalty: 3302.962891
	Iteration 59Q: 3 clusters Score -2463390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2463390.250000 Penalty: 3302.962891
	Iteration 60F: 3 clusters Score -2463390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2463391.250000 Penalty: 3302.962891
	Iteration 61Q: 3 clusters Score -2463391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2463390.750000 Penalty: 3302.962891
	Iteration 62Q: 3 clusters Score -2463391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2463389.000000 Penalty: 3302.962891
	Iteration 63Q: 3 clusters Score -2463389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2463393.750000 Penalty: 3302.962891
	Iteration 64Q: 3 clusters Score -2463394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2463390.250000 Penalty: 3302.962891
	Iteration 65Q: 3 clusters Score -2463390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2463391.250000 Penalty: 3302.962891
	Iteration 66Q: 3 clusters Score -2463391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2463391.500000 Penalty: 3302.962891
	Iteration 67Q: 3 clusters Score -2463392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2463390.000000 Penalty: 3302.962891
	Iteration 68Q: 3 clusters Score -2463390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2463396.750000 Penalty: 3302.962891
	Iteration 69Q: 3 clusters Score -2463397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2463394.500000 Penalty: 3302.962891
	Iteration 70Q: 3 clusters Score -2463394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2463391.750000 Penalty: 3302.962891
	Iteration 71Q: 3 clusters Score -2463392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2463399.500000 Penalty: 3302.962891
	Iteration 72Q: 3 clusters Score -2463400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2463400.250000 Penalty: 3302.962891
	Iteration 73Q: 3 clusters Score -2463400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2463398.750000 Penalty: 3302.962891
	Iteration 74Q: 3 clusters Score -2463399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2463397.750000 Penalty: 3302.962891
	Iteration 75Q: 3 clusters Score -2463398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2463397.750000 Penalty: 3302.962891
	Iteration 76F: 3 clusters Score -2463398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Entering Unmasked Estep 
Score: -10091708.000000 Penalty: 1882.371094
	Iteration 0F: 2 clusters Score -1.009171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -10019750.000000 Penalty: 3764.742188
	Iteration 0F: 3 clusters Score -1.001975e+07 nChanged 51405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60900 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -10050766.000000 Penalty: 3764.742188
	Iteration 1F: 3 clusters Score -1.005077e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -10053185.000000 Penalty: 3764.742188
	Iteration 2Q: 3 clusters Score -1.005318e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -10057643.000000 Penalty: 3764.742188
	Iteration 3F: 3 clusters Score -1.005764e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -10065331.000000 Penalty: 3764.742188
	Iteration 4F: 3 clusters Score -1.006533e+07 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -10074954.000000 Penalty: 3764.742188
	Iteration 5F: 3 clusters Score -1.007495e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97580 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -10083029.000000 Penalty: 3764.742188
	Iteration 6F: 3 clusters Score -1.008303e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102038 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -10087544.000000 Penalty: 3764.742188
	Iteration 7Q: 3 clusters Score -1.008754e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -10089418.000000 Penalty: 3764.742188
	Iteration 8Q: 3 clusters Score -1.008942e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104862 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -10090225.000000 Penalty: 3764.742188
	Iteration 9Q: 3 clusters Score -1.009022e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105279 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10090593.000000 Penalty: 3764.742188
	Iteration 10Q: 3 clusters Score -1.009059e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10090742.000000 Penalty: 3764.742188
	Iteration 11Q: 3 clusters Score -1.009074e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105572 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10090838.000000 Penalty: 3764.742188
	Iteration 12Q: 3 clusters Score -1.009084e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105630 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -10090888.000000 Penalty: 3764.742188
	Iteration 13Q: 3 clusters Score -1.009089e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -10090924.000000 Penalty: 3764.742188
	Iteration 14Q: 3 clusters Score -1.009092e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -10090934.000000 Penalty: 3764.742188
	Iteration 15Q: 3 clusters Score -1.009093e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105723 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -10090971.000000 Penalty: 3764.742188
	Iteration 16Q: 3 clusters Score -1.009097e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105735 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10090973.000000 Penalty: 3764.742188
	Iteration 17Q: 3 clusters Score -1.009097e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10090981.000000 Penalty: 3764.742188
	Iteration 18Q: 3 clusters Score -1.009098e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105753 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -10090992.000000 Penalty: 3764.742188
	Iteration 19Q: 3 clusters Score -1.009099e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105764 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -10090994.000000 Penalty: 3764.742188
	Iteration 20F: 3 clusters Score -1.009099e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105777 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -10090998.000000 Penalty: 3764.742188
	Iteration 21Q: 3 clusters Score -1.0091e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105781 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10091010.000000 Penalty: 3764.742188
	Iteration 22Q: 3 clusters Score -1.009101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -10091015.000000 Penalty: 3764.742188
	Iteration 23Q: 3 clusters Score -1.009102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105788 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10091013.000000 Penalty: 3764.742188
	Iteration 24Q: 3 clusters Score -1.009101e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105788 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10091018.000000 Penalty: 3764.742188
	Iteration 25Q: 3 clusters Score -1.009102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105792 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -10091029.000000 Penalty: 3764.742188
	Iteration 26Q: 3 clusters Score -1.009103e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -10091029.000000 Penalty: 3764.742188
	Iteration 27Q: 3 clusters Score -1.009103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105793 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -10091024.000000 Penalty: 3764.742188
	Iteration 28Q: 3 clusters Score -1.009102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105794 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10091026.000000 Penalty: 3764.742188
	Iteration 29Q: 3 clusters Score -1.009103e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -10091023.000000 Penalty: 3764.742188
	Iteration 30Q: 3 clusters Score -1.009102e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105795 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -10091023.000000 Penalty: 3764.742188
	Iteration 31Q: 3 clusters Score -1.009102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -10091018.000000 Penalty: 3764.742188
	Iteration 32Q: 3 clusters Score -1.009102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105798 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10091026.000000 Penalty: 3764.742188
	Iteration 33Q: 3 clusters Score -1.009103e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105800 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -10091022.000000 Penalty: 3764.742188
	Iteration 34Q: 3 clusters Score -1.009102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105801 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -10091027.000000 Penalty: 3764.742188
	Iteration 35Q: 3 clusters Score -1.009103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10091022.000000 Penalty: 3764.742188
	Iteration 36Q: 3 clusters Score -1.009102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105802 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -10091022.000000 Penalty: 3764.742188
	Iteration 37F: 3 clusters Score -1.009102e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Entering Unmasked Estep 
Score: -90235.265625 Penalty: 1128.727295
	Iteration 0F: 2 clusters Score -90235.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -88822.476562 Penalty: 2257.454590
	Iteration 0F: 3 clusters Score -88822.48 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -89143.945312 Penalty: 2257.454590
	Iteration 1F: 3 clusters Score -89143.95 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -89288.289062 Penalty: 2257.454590
	Iteration 2F: 3 clusters Score -89288.29 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -89409.101562 Penalty: 2257.454590
	Iteration 3F: 3 clusters Score -89409.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -89533.335938 Penalty: 2257.454590
	Iteration 4Q: 3 clusters Score -89533.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -89619.585938 Penalty: 2257.454590
	Iteration 5Q: 3 clusters Score -89619.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -89677.234375 Penalty: 2257.454590
	Iteration 6Q: 3 clusters Score -89677.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -89709.351562 Penalty: 2257.454590
	Iteration 7Q: 3 clusters Score -89709.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -89732.664062 Penalty: 2257.454590
	Iteration 8Q: 3 clusters Score -89732.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -89747.046875 Penalty: 2257.454590
	Iteration 9Q: 3 clusters Score -89747.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -89752.898438 Penalty: 2257.454590
	Iteration 10Q: 3 clusters Score -89752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -89760.953125 Penalty: 2257.454590
	Iteration 11Q: 3 clusters Score -89760.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -89765.421875 Penalty: 2257.454590
	Iteration 12Q: 3 clusters Score -89765.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -89767.851562 Penalty: 2257.454590
	Iteration 13Q: 3 clusters Score -89767.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -89772.867188 Penalty: 2257.454590
	Iteration 14Q: 3 clusters Score -89772.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -89780.492188 Penalty: 2257.454590
	Iteration 15Q: 3 clusters Score -89780.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -89785.468750 Penalty: 2257.454590
	Iteration 16Q: 3 clusters Score -89785.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -89789.351562 Penalty: 2257.454590
	Iteration 17Q: 3 clusters Score -89789.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -89793.390625 Penalty: 2257.454590
	Iteration 18Q: 3 clusters Score -89793.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89799.054688 Penalty: 2257.454590
	Iteration 19Q: 3 clusters Score -89799.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -89810.718750 Penalty: 2257.454590
	Iteration 20F: 3 clusters Score -89810.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -89824.328125 Penalty: 2257.454590
	Iteration 21Q: 3 clusters Score -89824.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -89847.617188 Penalty: 2257.454590
	Iteration 22Q: 3 clusters Score -89847.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -89877.546875 Penalty: 2257.454590
	Iteration 23Q: 3 clusters Score -89877.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -89900.632812 Penalty: 2257.454590
	Iteration 24Q: 3 clusters Score -89900.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -89929.406250 Penalty: 2257.454590
	Iteration 25Q: 3 clusters Score -89929.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -89947.445312 Penalty: 2257.454590
	Iteration 26Q: 3 clusters Score -89947.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -89964.031250 Penalty: 2257.454590
	Iteration 27Q: 3 clusters Score -89964.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -89978.585938 Penalty: 2257.454590
	Iteration 28Q: 3 clusters Score -89978.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -89996.468750 Penalty: 2257.454590
	Iteration 29Q: 3 clusters Score -89996.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -90036.726562 Penalty: 2257.454590
	Iteration 30Q: 3 clusters Score -90036.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -90112.171875 Penalty: 2257.454590
	Iteration 31Q: 3 clusters Score -90112.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -90159.031250 Penalty: 2257.454590
	Iteration 32Q: 3 clusters Score -90159.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -90173.640625 Penalty: 2257.454590
	Iteration 33Q: 3 clusters Score -90173.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -90187.351562 Penalty: 2257.454590
	Iteration 34Q: 3 clusters Score -90187.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -90192.257812 Penalty: 2257.454590
	Iteration 35Q: 3 clusters Score -90192.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -90193.445312 Penalty: 2257.454590
	Iteration 36Q: 3 clusters Score -90193.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -90193.718750 Penalty: 2257.454590
	Iteration 37Q: 3 clusters Score -90193.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -90193.718750 Penalty: 2257.454590
	Iteration 38F: 3 clusters Score -90193.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Entering Unmasked Estep 
Score: -2924317.000000 Penalty: 1677.570923
	Iteration 0F: 2 clusters Score -2924317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2903864.750000 Penalty: 3355.141846
	Iteration 0F: 3 clusters Score -2903865 nChanged 13985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2911672.500000 Penalty: 3355.141846
	Iteration 1F: 3 clusters Score -2911672 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2912224.750000 Penalty: 3355.141846
	Iteration 2Q: 3 clusters Score -2912225 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2913042.500000 Penalty: 3355.141846
	Iteration 3F: 3 clusters Score -2913042 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2914112.250000 Penalty: 3355.141846
	Iteration 4F: 3 clusters Score -2914112 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2915534.500000 Penalty: 3355.141846
	Iteration 5F: 3 clusters Score -2915534 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2917070.000000 Penalty: 3355.141846
	Iteration 6F: 3 clusters Score -2917070 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2918645.750000 Penalty: 3355.141846
	Iteration 7F: 3 clusters Score -2918646 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2920069.750000 Penalty: 3355.141846
	Iteration 8F: 3 clusters Score -2920070 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2921208.750000 Penalty: 3355.141846
	Iteration 9Q: 3 clusters Score -2921209 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2922201.500000 Penalty: 3355.141846
	Iteration 10Q: 3 clusters Score -2922202 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2922964.000000 Penalty: 3355.141846
	Iteration 11Q: 3 clusters Score -2922964 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2923462.500000 Penalty: 3355.141846
	Iteration 12Q: 3 clusters Score -2923462 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2923812.500000 Penalty: 3355.141846
	Iteration 13Q: 3 clusters Score -2923812 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2924095.250000 Penalty: 3355.141846
	Iteration 14Q: 3 clusters Score -2924095 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2924277.500000 Penalty: 3355.141846
	Iteration 15Q: 3 clusters Score -2924278 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2924405.000000 Penalty: 3355.141846
	Iteration 16Q: 3 clusters Score -2924405 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -2924487.250000 Penalty: 3355.141846
	Iteration 17Q: 3 clusters Score -2924487 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -2924544.250000 Penalty: 3355.141846
	Iteration 18Q: 3 clusters Score -2924544 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2924584.000000 Penalty: 3355.141846
	Iteration 19Q: 3 clusters Score -2924584 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2924609.250000 Penalty: 3355.141846
	Iteration 20F: 3 clusters Score -2924609 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2924623.500000 Penalty: 3355.141846
	Iteration 21Q: 3 clusters Score -2924624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2924636.500000 Penalty: 3355.141846
	Iteration 22Q: 3 clusters Score -2924636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2924640.500000 Penalty: 3355.141846
	Iteration 23Q: 3 clusters Score -2924640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2924645.500000 Penalty: 3355.141846
	Iteration 24Q: 3 clusters Score -2924646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2924643.000000 Penalty: 3355.141846
	Iteration 25Q: 3 clusters Score -2924643 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2924644.000000 Penalty: 3355.141846
	Iteration 26Q: 3 clusters Score -2924644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2924639.500000 Penalty: 3355.141846
	Iteration 27Q: 3 clusters Score -2924640 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2924646.750000 Penalty: 3355.141846
	Iteration 28Q: 3 clusters Score -2924647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2924644.250000 Penalty: 3355.141846
	Iteration 29Q: 3 clusters Score -2924644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2924644.000000 Penalty: 3355.141846
	Iteration 30Q: 3 clusters Score -2924644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2924649.500000 Penalty: 3355.141846
	Iteration 31Q: 3 clusters Score -2924650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2924647.500000 Penalty: 3355.141846
	Iteration 32Q: 3 clusters Score -2924648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2924645.750000 Penalty: 3355.141846
	Iteration 33Q: 3 clusters Score -2924646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2924649.750000 Penalty: 3355.141846
	Iteration 34Q: 3 clusters Score -2924650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2924650.500000 Penalty: 3355.141846
	Iteration 35Q: 3 clusters Score -2924650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2924655.000000 Penalty: 3355.141846
	Iteration 36Q: 3 clusters Score -2924655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2924662.500000 Penalty: 3355.141846
	Iteration 37Q: 3 clusters Score -2924662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2924661.000000 Penalty: 3355.141846
	Iteration 38Q: 3 clusters Score -2924661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2924662.000000 Penalty: 3355.141846
	Iteration 39Q: 3 clusters Score -2924662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2924665.250000 Penalty: 3355.141846
	Iteration 40F: 3 clusters Score -2924665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2924663.750000 Penalty: 3355.141846
	Iteration 41Q: 3 clusters Score -2924664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2924661.750000 Penalty: 3355.141846
	Iteration 42Q: 3 clusters Score -2924662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2924661.000000 Penalty: 3355.141846
	Iteration 43Q: 3 clusters Score -2924661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -2924660.500000 Penalty: 3355.141846
	Iteration 44Q: 3 clusters Score -2924660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2924659.000000 Penalty: 3355.141846
	Iteration 45Q: 3 clusters Score -2924659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2924658.500000 Penalty: 3355.141846
	Iteration 46Q: 3 clusters Score -2924658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2924658.500000 Penalty: 3355.141846
	Iteration 47F: 3 clusters Score -2924658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 107347 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 22976 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103064 members 
Mstep: Class 8 contains 149332 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 5985 members 
Mstep: Class 21 contains 7464 members 
Entering Unmasked Estep 
Score: -52386236.000000 Penalty: 45213.089844
Splitting cluster 4 changes total score from -52386556.000000 to -52386236.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -93191.210938 Penalty: 1136.215698
	Iteration 0F: 2 clusters Score -93191.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -91701.070312 Penalty: 2272.431396
	Iteration 0F: 3 clusters Score -91701.07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -91982.875000 Penalty: 2272.431396
	Iteration 1F: 3 clusters Score -91982.88 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92072.242188 Penalty: 2272.431396
	Iteration 2F: 3 clusters Score -92072.24 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -92132.507812 Penalty: 2272.431396
	Iteration 3Q: 3 clusters Score -92132.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92171.906250 Penalty: 2272.431396
	Iteration 4Q: 3 clusters Score -92171.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -92188.242188 Penalty: 2272.431396
	Iteration 5Q: 3 clusters Score -92188.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -92196.875000 Penalty: 2272.431396
	Iteration 6Q: 3 clusters Score -92196.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -92201.703125 Penalty: 2272.431396
	Iteration 7Q: 3 clusters Score -92201.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92205.109375 Penalty: 2272.431396
	Iteration 8Q: 3 clusters Score -92205.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92211.085938 Penalty: 2272.431396
	Iteration 9Q: 3 clusters Score -92211.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92214.289062 Penalty: 2272.431396
	Iteration 10Q: 3 clusters Score -92214.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -92214.289062 Penalty: 2272.431396
	Iteration 11F: 3 clusters Score -92214.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Entering Unmasked Estep 
Score: -1148811.625000 Penalty: 1525.533813
	Iteration 0F: 2 clusters Score -1148812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1140447.000000 Penalty: 3051.067627
	Iteration 0F: 3 clusters Score -1140447 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1143198.875000 Penalty: 3051.067627
	Iteration 1F: 3 clusters Score -1143199 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1143477.875000 Penalty: 3051.067627
	Iteration 2F: 3 clusters Score -1143478 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1143758.375000 Penalty: 3051.067627
	Iteration 3F: 3 clusters Score -1143758 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1144052.000000 Penalty: 3051.067627
	Iteration 4F: 3 clusters Score -1144052 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1144363.625000 Penalty: 3051.067627
	Iteration 5F: 3 clusters Score -1144364 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1144689.750000 Penalty: 3051.067627
	Iteration 6Q: 3 clusters Score -1144690 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1145008.000000 Penalty: 3051.067627
	Iteration 7Q: 3 clusters Score -1145008 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1145297.375000 Penalty: 3051.067627
	Iteration 8Q: 3 clusters Score -1145297 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1145594.375000 Penalty: 3051.067627
	Iteration 9Q: 3 clusters Score -1145594 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1145907.875000 Penalty: 3051.067627
	Iteration 10Q: 3 clusters Score -1145908 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1146246.625000 Penalty: 3051.067627
	Iteration 11Q: 3 clusters Score -1146247 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1146472.125000 Penalty: 3051.067627
	Iteration 12Q: 3 clusters Score -1146472 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1146600.500000 Penalty: 3051.067627
	Iteration 13Q: 3 clusters Score -1146600 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1146696.375000 Penalty: 3051.067627
	Iteration 14Q: 3 clusters Score -1146696 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1146761.625000 Penalty: 3051.067627
	Iteration 15Q: 3 clusters Score -1146762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1146807.250000 Penalty: 3051.067627
	Iteration 16Q: 3 clusters Score -1146807 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1146844.250000 Penalty: 3051.067627
	Iteration 17Q: 3 clusters Score -1146844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1146873.875000 Penalty: 3051.067627
	Iteration 18Q: 3 clusters Score -1146874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1146920.250000 Penalty: 3051.067627
	Iteration 19Q: 3 clusters Score -1146920 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1146954.750000 Penalty: 3051.067627
	Iteration 20F: 3 clusters Score -1146955 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1146991.375000 Penalty: 3051.067627
	Iteration 21Q: 3 clusters Score -1146991 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1147024.375000 Penalty: 3051.067627
	Iteration 22Q: 3 clusters Score -1147024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1147056.625000 Penalty: 3051.067627
	Iteration 23Q: 3 clusters Score -1147057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1147089.250000 Penalty: 3051.067627
	Iteration 24Q: 3 clusters Score -1147089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1147111.125000 Penalty: 3051.067627
	Iteration 25Q: 3 clusters Score -1147111 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1147130.750000 Penalty: 3051.067627
	Iteration 26Q: 3 clusters Score -1147131 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1147153.625000 Penalty: 3051.067627
	Iteration 27Q: 3 clusters Score -1147154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1147168.500000 Penalty: 3051.067627
	Iteration 28Q: 3 clusters Score -1147168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1147183.125000 Penalty: 3051.067627
	Iteration 29Q: 3 clusters Score -1147183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1147204.250000 Penalty: 3051.067627
	Iteration 30Q: 3 clusters Score -1147204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1147222.750000 Penalty: 3051.067627
	Iteration 31Q: 3 clusters Score -1147223 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1147239.875000 Penalty: 3051.067627
	Iteration 32Q: 3 clusters Score -1147240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1147261.375000 Penalty: 3051.067627
	Iteration 33Q: 3 clusters Score -1147261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1147280.125000 Penalty: 3051.067627
	Iteration 34Q: 3 clusters Score -1147280 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1147296.750000 Penalty: 3051.067627
	Iteration 35Q: 3 clusters Score -1147297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1147321.625000 Penalty: 3051.067627
	Iteration 36Q: 3 clusters Score -1147322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1147342.125000 Penalty: 3051.067627
	Iteration 37Q: 3 clusters Score -1147342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1147360.875000 Penalty: 3051.067627
	Iteration 38Q: 3 clusters Score -1147361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1147389.500000 Penalty: 3051.067627
	Iteration 39Q: 3 clusters Score -1147390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1147411.875000 Penalty: 3051.067627
	Iteration 40F: 3 clusters Score -1147412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1147437.625000 Penalty: 3051.067627
	Iteration 41Q: 3 clusters Score -1147438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1147451.500000 Penalty: 3051.067627
	Iteration 42Q: 3 clusters Score -1147452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1147462.500000 Penalty: 3051.067627
	Iteration 43Q: 3 clusters Score -1147462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1147476.375000 Penalty: 3051.067627
	Iteration 44Q: 3 clusters Score -1147476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1147485.000000 Penalty: 3051.067627
	Iteration 45Q: 3 clusters Score -1147485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1147491.000000 Penalty: 3051.067627
	Iteration 46Q: 3 clusters Score -1147491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1147496.125000 Penalty: 3051.067627
	Iteration 47Q: 3 clusters Score -1147496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1147496.000000 Penalty: 3051.067627
	Iteration 48Q: 3 clusters Score -1147496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1147499.250000 Penalty: 3051.067627
	Iteration 49Q: 3 clusters Score -1147499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1147500.875000 Penalty: 3051.067627
	Iteration 50Q: 3 clusters Score -1147501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1147500.750000 Penalty: 3051.067627
	Iteration 51Q: 3 clusters Score -1147501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1147501.875000 Penalty: 3051.067627
	Iteration 52Q: 3 clusters Score -1147502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1147504.375000 Penalty: 3051.067627
	Iteration 53Q: 3 clusters Score -1147504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1147505.750000 Penalty: 3051.067627
	Iteration 54Q: 3 clusters Score -1147506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1147504.500000 Penalty: 3051.067627
	Iteration 55Q: 3 clusters Score -1147504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1147504.500000 Penalty: 3051.067627
	Iteration 56F: 3 clusters Score -1147504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103064 members 
Entering Unmasked Estep 
Score: -9690434.000000 Penalty: 1875.754639
	Iteration 0F: 2 clusters Score -9690434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -9621733.000000 Penalty: 3751.509277
	Iteration 0F: 3 clusters Score -9621733 nChanged 49255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 53078 members 
Entering Unmasked Estep 
Score: -9650220.000000 Penalty: 3751.509277
	Iteration 1F: 3 clusters Score -9650220 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 53612 members 
Entering Unmasked Estep 
Score: -9650836.000000 Penalty: 3751.509277
	Iteration 2Q: 3 clusters Score -9650836 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -9651486.000000 Penalty: 3751.509277
	Iteration 3Q: 3 clusters Score -9651486 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -9652399.000000 Penalty: 3751.509277
	Iteration 4Q: 3 clusters Score -9652399 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 57721 members 
Entering Unmasked Estep 
Score: -9653702.000000 Penalty: 3751.509277
	Iteration 5Q: 3 clusters Score -9653702 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -9655459.000000 Penalty: 3751.509277
	Iteration 6Q: 3 clusters Score -9655459 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -9658169.000000 Penalty: 3751.509277
	Iteration 7Q: 3 clusters Score -9658169 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 69093 members 
Entering Unmasked Estep 
Score: -9662039.000000 Penalty: 3751.509277
	Iteration 8F: 3 clusters Score -9662039 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 74314 members 
Entering Unmasked Estep 
Score: -9666555.000000 Penalty: 3751.509277
	Iteration 9F: 3 clusters Score -9666555 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -9670937.000000 Penalty: 3751.509277
	Iteration 10F: 3 clusters Score -9670937 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -9674291.000000 Penalty: 3751.509277
	Iteration 11Q: 3 clusters Score -9674291 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -9676951.000000 Penalty: 3751.509277
	Iteration 12Q: 3 clusters Score -9676951 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -9679003.000000 Penalty: 3751.509277
	Iteration 13Q: 3 clusters Score -9679003 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -9680708.000000 Penalty: 3751.509277
	Iteration 14Q: 3 clusters Score -9680708 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 94200 members 
Entering Unmasked Estep 
Score: -9682088.000000 Penalty: 3751.509277
	Iteration 15Q: 3 clusters Score -9682088 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 96140 members 
Entering Unmasked Estep 
Score: -9683441.000000 Penalty: 3751.509277
	Iteration 16Q: 3 clusters Score -9683441 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 97903 members 
Entering Unmasked Estep 
Score: -9684777.000000 Penalty: 3751.509277
	Iteration 17Q: 3 clusters Score -9684777 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 99450 members 
Entering Unmasked Estep 
Score: -9685984.000000 Penalty: 3751.509277
	Iteration 18Q: 3 clusters Score -9685984 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 100691 members 
Entering Unmasked Estep 
Score: -9686950.000000 Penalty: 3751.509277
	Iteration 19Q: 3 clusters Score -9686950 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 101599 members 
Entering Unmasked Estep 
Score: -9687685.000000 Penalty: 3751.509277
	Iteration 20F: 3 clusters Score -9687685 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -9688162.000000 Penalty: 3751.509277
	Iteration 21Q: 3 clusters Score -9688162 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -9688468.000000 Penalty: 3751.509277
	Iteration 22Q: 3 clusters Score -9688468 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 102672 members 
Entering Unmasked Estep 
Score: -9688595.000000 Penalty: 3751.509277
	Iteration 23Q: 3 clusters Score -9688595 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 102750 members 
Entering Unmasked Estep 
Score: -9688662.000000 Penalty: 3751.509277
	Iteration 24Q: 3 clusters Score -9688662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 102775 members 
Entering Unmasked Estep 
Score: -9688698.000000 Penalty: 3751.509277
	Iteration 25Q: 3 clusters Score -9688698 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 102793 members 
Entering Unmasked Estep 
Score: -9688735.000000 Penalty: 3751.509277
	Iteration 26Q: 3 clusters Score -9688735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 102800 members 
Entering Unmasked Estep 
Score: -9688753.000000 Penalty: 3751.509277
	Iteration 27Q: 3 clusters Score -9688753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 102809 members 
Entering Unmasked Estep 
Score: -9688778.000000 Penalty: 3751.509277
	Iteration 28Q: 3 clusters Score -9688778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 102817 members 
Entering Unmasked Estep 
Score: -9688801.000000 Penalty: 3751.509277
	Iteration 29Q: 3 clusters Score -9688801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 102824 members 
Entering Unmasked Estep 
Score: -9688816.000000 Penalty: 3751.509277
	Iteration 30Q: 3 clusters Score -9688816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 102825 members 
Entering Unmasked Estep 
Score: -9688818.000000 Penalty: 3751.509277
	Iteration 31Q: 3 clusters Score -9688818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 102828 members 
Entering Unmasked Estep 
Score: -9688831.000000 Penalty: 3751.509277
	Iteration 32Q: 3 clusters Score -9688831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 102831 members 
Entering Unmasked Estep 
Score: -9688829.000000 Penalty: 3751.509277
	Iteration 33Q: 3 clusters Score -9688829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -9688835.000000 Penalty: 3751.509277
	Iteration 34Q: 3 clusters Score -9688835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -9688837.000000 Penalty: 3751.509277
	Iteration 35Q: 3 clusters Score -9688837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 102830 members 
Entering Unmasked Estep 
Score: -9688843.000000 Penalty: 3751.509277
	Iteration 36Q: 3 clusters Score -9688843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -9688836.000000 Penalty: 3751.509277
	Iteration 37Q: 3 clusters Score -9688836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 102827 members 
Entering Unmasked Estep 
Score: -9688839.000000 Penalty: 3751.509277
	Iteration 38Q: 3 clusters Score -9688839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 102828 members 
Entering Unmasked Estep 
Score: -9688846.000000 Penalty: 3751.509277
	Iteration 39Q: 3 clusters Score -9688846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 102829 members 
Entering Unmasked Estep 
Score: -9688849.000000 Penalty: 3751.509277
	Iteration 40F: 3 clusters Score -9688849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149332 members 
Entering Unmasked Estep 
Score: -14178244.000000 Penalty: 1936.013184
	Iteration 0F: 2 clusters Score -1.417824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74789 members 
Mstep: Class 2 contains 74543 members 
Entering Unmasked Estep 
Score: -14078967.000000 Penalty: 3872.026367
	Iteration 0F: 3 clusters Score -1.407897e+07 nChanged 71863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77436 members 
Mstep: Class 2 contains 71896 members 
Entering Unmasked Estep 
Score: -14120930.000000 Penalty: 3872.026367
	Iteration 1F: 3 clusters Score -1.412093e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 69227 members 
Entering Unmasked Estep 
Score: -14122705.000000 Penalty: 3872.026367
	Iteration 2Q: 3 clusters Score -1.41227e+07 nChanged 7061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84624 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -14125761.000000 Penalty: 3872.026367
	Iteration 3Q: 3 clusters Score -1.412576e+07 nChanged 9349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 57751 members 
Entering Unmasked Estep 
Score: -14130778.000000 Penalty: 3872.026367
	Iteration 4F: 3 clusters Score -1.413078e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100621 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -14138010.000000 Penalty: 3872.026367
	Iteration 5F: 3 clusters Score -1.413801e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110672 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -14146253.000000 Penalty: 3872.026367
	Iteration 6F: 3 clusters Score -1.414625e+07 nChanged 10609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120287 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -14154008.000000 Penalty: 3872.026367
	Iteration 7F: 3 clusters Score -1.415401e+07 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128787 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -14160468.000000 Penalty: 3872.026367
	Iteration 8F: 3 clusters Score -1.416047e+07 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135866 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -14166046.000000 Penalty: 3872.026367
	Iteration 9Q: 3 clusters Score -1.416605e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141162 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -14170404.000000 Penalty: 3872.026367
	Iteration 10Q: 3 clusters Score -1.41704e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144759 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -14173366.000000 Penalty: 3872.026367
	Iteration 11Q: 3 clusters Score -1.417337e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146829 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -14175054.000000 Penalty: 3872.026367
	Iteration 12Q: 3 clusters Score -1.417505e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147871 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -14175887.000000 Penalty: 3872.026367
	Iteration 13Q: 3 clusters Score -1.417589e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148350 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -14176317.000000 Penalty: 3872.026367
	Iteration 14Q: 3 clusters Score -1.417632e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148561 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14176464.000000 Penalty: 3872.026367
	Iteration 15Q: 3 clusters Score -1.417646e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148669 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -14176562.000000 Penalty: 3872.026367
	Iteration 16Q: 3 clusters Score -1.417656e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148731 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14176626.000000 Penalty: 3872.026367
	Iteration 17Q: 3 clusters Score -1.417663e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148776 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -14176664.000000 Penalty: 3872.026367
	Iteration 18Q: 3 clusters Score -1.417666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148812 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -14176698.000000 Penalty: 3872.026367
	Iteration 19Q: 3 clusters Score -1.41767e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148829 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14176707.000000 Penalty: 3872.026367
	Iteration 20F: 3 clusters Score -1.417671e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148842 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -14176730.000000 Penalty: 3872.026367
	Iteration 21Q: 3 clusters Score -1.417673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148854 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -14176742.000000 Penalty: 3872.026367
	Iteration 22Q: 3 clusters Score -1.417674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148857 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -14176741.000000 Penalty: 3872.026367
	Iteration 23Q: 3 clusters Score -1.417674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148862 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -14176736.000000 Penalty: 3872.026367
	Iteration 24Q: 3 clusters Score -1.417674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148864 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -14176734.000000 Penalty: 3872.026367
	Iteration 25Q: 3 clusters Score -1.417673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148866 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -14176746.000000 Penalty: 3872.026367
	Iteration 26Q: 3 clusters Score -1.417675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148867 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14176742.000000 Penalty: 3872.026367
	Iteration 27Q: 3 clusters Score -1.417674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148867 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14176742.000000 Penalty: 3872.026367
	Iteration 28F: 3 clusters Score -1.417674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Entering Unmasked Estep 
Score: -333297.218750 Penalty: 1331.427612
	Iteration 0F: 2 clusters Score -333297.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -330195.156250 Penalty: 2662.855225
	Iteration 0F: 3 clusters Score -330195.2 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -331064.156250 Penalty: 2662.855225
	Iteration 1F: 3 clusters Score -331064.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -331302.406250 Penalty: 2662.855225
	Iteration 2F: 3 clusters Score -331302.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -331485.468750 Penalty: 2662.855225
	Iteration 3F: 3 clusters Score -331485.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -331613.375000 Penalty: 2662.855225
	Iteration 4Q: 3 clusters Score -331613.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -331719.500000 Penalty: 2662.855225
	Iteration 5Q: 3 clusters Score -331719.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -331825.593750 Penalty: 2662.855225
	Iteration 6Q: 3 clusters Score -331825.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -331932.375000 Penalty: 2662.855225
	Iteration 7Q: 3 clusters Score -331932.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -332059.343750 Penalty: 2662.855225
	Iteration 8Q: 3 clusters Score -332059.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -332166.093750 Penalty: 2662.855225
	Iteration 9Q: 3 clusters Score -332166.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -332236.781250 Penalty: 2662.855225
	Iteration 10Q: 3 clusters Score -332236.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -332285.687500 Penalty: 2662.855225
	Iteration 11Q: 3 clusters Score -332285.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -332329.687500 Penalty: 2662.855225
	Iteration 12Q: 3 clusters Score -332329.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -332359.843750 Penalty: 2662.855225
	Iteration 13Q: 3 clusters Score -332359.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -332390.531250 Penalty: 2662.855225
	Iteration 14Q: 3 clusters Score -332390.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -332422.500000 Penalty: 2662.855225
	Iteration 15Q: 3 clusters Score -332422.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -332453.687500 Penalty: 2662.855225
	Iteration 16Q: 3 clusters Score -332453.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -332487.375000 Penalty: 2662.855225
	Iteration 17Q: 3 clusters Score -332487.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -332519.968750 Penalty: 2662.855225
	Iteration 18Q: 3 clusters Score -332520 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -332551.125000 Penalty: 2662.855225
	Iteration 19Q: 3 clusters Score -332551.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -332577.750000 Penalty: 2662.855225
	Iteration 20F: 3 clusters Score -332577.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -332602.062500 Penalty: 2662.855225
	Iteration 21Q: 3 clusters Score -332602.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -332620.000000 Penalty: 2662.855225
	Iteration 22Q: 3 clusters Score -332620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -332636.218750 Penalty: 2662.855225
	Iteration 23Q: 3 clusters Score -332636.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -332654.531250 Penalty: 2662.855225
	Iteration 24Q: 3 clusters Score -332654.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -332668.281250 Penalty: 2662.855225
	Iteration 25Q: 3 clusters Score -332668.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -332681.593750 Penalty: 2662.855225
	Iteration 26Q: 3 clusters Score -332681.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -332701.031250 Penalty: 2662.855225
	Iteration 27Q: 3 clusters Score -332701 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -332723.281250 Penalty: 2662.855225
	Iteration 28Q: 3 clusters Score -332723.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -332746.406250 Penalty: 2662.855225
	Iteration 29Q: 3 clusters Score -332746.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -332764.468750 Penalty: 2662.855225
	Iteration 30Q: 3 clusters Score -332764.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -332781.687500 Penalty: 2662.855225
	Iteration 31Q: 3 clusters Score -332781.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -332803.375000 Penalty: 2662.855225
	Iteration 32Q: 3 clusters Score -332803.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -332818.187500 Penalty: 2662.855225
	Iteration 33Q: 3 clusters Score -332818.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -332838.593750 Penalty: 2662.855225
	Iteration 34Q: 3 clusters Score -332838.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -332861.562500 Penalty: 2662.855225
	Iteration 35Q: 3 clusters Score -332861.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -332893.468750 Penalty: 2662.855225
	Iteration 36Q: 3 clusters Score -332893.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -332920.718750 Penalty: 2662.855225
	Iteration 37Q: 3 clusters Score -332920.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -332941.406250 Penalty: 2662.855225
	Iteration 38Q: 3 clusters Score -332941.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -332955.812500 Penalty: 2662.855225
	Iteration 39Q: 3 clusters Score -332955.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -332965.218750 Penalty: 2662.855225
	Iteration 40F: 3 clusters Score -332965.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -332971.375000 Penalty: 2662.855225
	Iteration 41Q: 3 clusters Score -332971.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -332976.562500 Penalty: 2662.855225
	Iteration 42Q: 3 clusters Score -332976.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -332980.656250 Penalty: 2662.855225
	Iteration 43Q: 3 clusters Score -332980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -332981.875000 Penalty: 2662.855225
	Iteration 44Q: 3 clusters Score -332981.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -332985.468750 Penalty: 2662.855225
	Iteration 45Q: 3 clusters Score -332985.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -332987.968750 Penalty: 2662.855225
	Iteration 46Q: 3 clusters Score -332988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -332990.437500 Penalty: 2662.855225
	Iteration 47Q: 3 clusters Score -332990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -332994.937500 Penalty: 2662.855225
	Iteration 48Q: 3 clusters Score -332994.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -332997.000000 Penalty: 2662.855225
	Iteration 49Q: 3 clusters Score -332997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -332998.906250 Penalty: 2662.855225
	Iteration 50Q: 3 clusters Score -332998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -333002.750000 Penalty: 2662.855225
	Iteration 51Q: 3 clusters Score -333002.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -333008.375000 Penalty: 2662.855225
	Iteration 52Q: 3 clusters Score -333008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -333013.000000 Penalty: 2662.855225
	Iteration 53Q: 3 clusters Score -333013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -333016.156250 Penalty: 2662.855225
	Iteration 54Q: 3 clusters Score -333016.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -333018.343750 Penalty: 2662.855225
	Iteration 55Q: 3 clusters Score -333018.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -333018.906250 Penalty: 2662.855225
	Iteration 56Q: 3 clusters Score -333018.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -333020.937500 Penalty: 2662.855225
	Iteration 57Q: 3 clusters Score -333020.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -333020.937500 Penalty: 2662.855225
	Iteration 58F: 3 clusters Score -333020.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -628433.000000 Penalty: 1427.600464
	Iteration 0F: 2 clusters Score -628433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -623457.937500 Penalty: 2855.200928
	Iteration 0F: 3 clusters Score -623457.9 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -624878.437500 Penalty: 2855.200928
	Iteration 1F: 3 clusters Score -624878.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -625107.625000 Penalty: 2855.200928
	Iteration 2F: 3 clusters Score -625107.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -625247.375000 Penalty: 2855.200928
	Iteration 3F: 3 clusters Score -625247.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -625350.250000 Penalty: 2855.200928
	Iteration 4Q: 3 clusters Score -625350.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -625442.375000 Penalty: 2855.200928
	Iteration 5Q: 3 clusters Score -625442.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -625529.625000 Penalty: 2855.200928
	Iteration 6Q: 3 clusters Score -625529.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -625606.437500 Penalty: 2855.200928
	Iteration 7Q: 3 clusters Score -625606.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -625710.750000 Penalty: 2855.200928
	Iteration 8Q: 3 clusters Score -625710.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -625837.875000 Penalty: 2855.200928
	Iteration 9Q: 3 clusters Score -625837.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -625972.250000 Penalty: 2855.200928
	Iteration 10Q: 3 clusters Score -625972.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -626073.687500 Penalty: 2855.200928
	Iteration 11Q: 3 clusters Score -626073.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -626171.937500 Penalty: 2855.200928
	Iteration 12Q: 3 clusters Score -626171.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -626273.125000 Penalty: 2855.200928
	Iteration 13Q: 3 clusters Score -626273.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -626371.750000 Penalty: 2855.200928
	Iteration 14Q: 3 clusters Score -626371.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -626463.687500 Penalty: 2855.200928
	Iteration 15Q: 3 clusters Score -626463.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -626579.875000 Penalty: 2855.200928
	Iteration 16Q: 3 clusters Score -626579.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -626688.187500 Penalty: 2855.200928
	Iteration 17Q: 3 clusters Score -626688.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -626771.750000 Penalty: 2855.200928
	Iteration 18Q: 3 clusters Score -626771.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -626843.500000 Penalty: 2855.200928
	Iteration 19Q: 3 clusters Score -626843.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -626893.687500 Penalty: 2855.200928
	Iteration 20F: 3 clusters Score -626893.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -626937.187500 Penalty: 2855.200928
	Iteration 21Q: 3 clusters Score -626937.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -626965.812500 Penalty: 2855.200928
	Iteration 22Q: 3 clusters Score -626965.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -626996.437500 Penalty: 2855.200928
	Iteration 23Q: 3 clusters Score -626996.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -627024.687500 Penalty: 2855.200928
	Iteration 24Q: 3 clusters Score -627024.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -627052.250000 Penalty: 2855.200928
	Iteration 25Q: 3 clusters Score -627052.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -627073.562500 Penalty: 2855.200928
	Iteration 26Q: 3 clusters Score -627073.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -627092.125000 Penalty: 2855.200928
	Iteration 27Q: 3 clusters Score -627092.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -627104.437500 Penalty: 2855.200928
	Iteration 28Q: 3 clusters Score -627104.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -627115.875000 Penalty: 2855.200928
	Iteration 29Q: 3 clusters Score -627115.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -627125.687500 Penalty: 2855.200928
	Iteration 30Q: 3 clusters Score -627125.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -627129.375000 Penalty: 2855.200928
	Iteration 31Q: 3 clusters Score -627129.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -627132.187500 Penalty: 2855.200928
	Iteration 32Q: 3 clusters Score -627132.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -627134.500000 Penalty: 2855.200928
	Iteration 33Q: 3 clusters Score -627134.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -627134.687500 Penalty: 2855.200928
	Iteration 34Q: 3 clusters Score -627134.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -627138.000000 Penalty: 2855.200928
	Iteration 35Q: 3 clusters Score -627138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -627138.312500 Penalty: 2855.200928
	Iteration 36Q: 3 clusters Score -627138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -627138.437500 Penalty: 2855.200928
	Iteration 37Q: 3 clusters Score -627138.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -627138.625000 Penalty: 2855.200928
	Iteration 38Q: 3 clusters Score -627138.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -627138.187500 Penalty: 2855.200928
	Iteration 39Q: 3 clusters Score -627138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -627139.625000 Penalty: 2855.200928
	Iteration 40F: 3 clusters Score -627139.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -627141.625000 Penalty: 2855.200928
	Iteration 41Q: 3 clusters Score -627141.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -627143.375000 Penalty: 2855.200928
	Iteration 42Q: 3 clusters Score -627143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -627145.375000 Penalty: 2855.200928
	Iteration 43Q: 3 clusters Score -627145.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -627145.625000 Penalty: 2855.200928
	Iteration 44Q: 3 clusters Score -627145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -627146.062500 Penalty: 2855.200928
	Iteration 45Q: 3 clusters Score -627146.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -627146.000000 Penalty: 2855.200928
	Iteration 46Q: 3 clusters Score -627146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -627147.250000 Penalty: 2855.200928
	Iteration 47Q: 3 clusters Score -627147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -627149.687500 Penalty: 2855.200928
	Iteration 48Q: 3 clusters Score -627149.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -627149.875000 Penalty: 2855.200928
	Iteration 49Q: 3 clusters Score -627149.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -627151.812500 Penalty: 2855.200928
	Iteration 50Q: 3 clusters Score -627151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -627153.750000 Penalty: 2855.200928
	Iteration 51Q: 3 clusters Score -627153.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -627158.687500 Penalty: 2855.200928
	Iteration 52Q: 3 clusters Score -627158.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -627160.562500 Penalty: 2855.200928
	Iteration 53Q: 3 clusters Score -627160.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -627164.375000 Penalty: 2855.200928
	Iteration 54Q: 3 clusters Score -627164.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -627166.625000 Penalty: 2855.200928
	Iteration 55Q: 3 clusters Score -627166.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -627168.875000 Penalty: 2855.200928
	Iteration 56Q: 3 clusters Score -627168.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -627170.500000 Penalty: 2855.200928
	Iteration 57Q: 3 clusters Score -627170.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -627170.750000 Penalty: 2855.200928
	Iteration 58Q: 3 clusters Score -627170.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -627171.625000 Penalty: 2855.200928
	Iteration 59Q: 3 clusters Score -627171.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -627173.312500 Penalty: 2855.200928
	Iteration 60F: 3 clusters Score -627173.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -627176.000000 Penalty: 2855.200928
	Iteration 61Q: 3 clusters Score -627176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -627177.687500 Penalty: 2855.200928
	Iteration 62Q: 3 clusters Score -627177.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -627178.687500 Penalty: 2855.200928
	Iteration 63Q: 3 clusters Score -627178.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -627178.125000 Penalty: 2855.200928
	Iteration 64Q: 3 clusters Score -627178.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -627178.500000 Penalty: 2855.200928
	Iteration 65Q: 3 clusters Score -627178.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -627178.437500 Penalty: 2855.200928
	Iteration 66Q: 3 clusters Score -627178.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -627179.812500 Penalty: 2855.200928
	Iteration 67Q: 3 clusters Score -627179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -627180.187500 Penalty: 2855.200928
	Iteration 68Q: 3 clusters Score -627180.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -627181.937500 Penalty: 2855.200928
	Iteration 69Q: 3 clusters Score -627181.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -627181.687500 Penalty: 2855.200928
	Iteration 70Q: 3 clusters Score -627181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -627183.375000 Penalty: 2855.200928
	Iteration 71Q: 3 clusters Score -627183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -627184.687500 Penalty: 2855.200928
	Iteration 72Q: 3 clusters Score -627184.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -627185.437500 Penalty: 2855.200928
	Iteration 73Q: 3 clusters Score -627185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -627185.750000 Penalty: 2855.200928
	Iteration 74Q: 3 clusters Score -627185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -627185.937500 Penalty: 2855.200928
	Iteration 75Q: 3 clusters Score -627185.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -627186.187500 Penalty: 2855.200928
	Iteration 76Q: 3 clusters Score -627186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -627186.437500 Penalty: 2855.200928
	Iteration 77Q: 3 clusters Score -627186.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -627186.437500 Penalty: 2855.200928
	Iteration 78F: 3 clusters Score -627186.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -393941.312500 Penalty: 1361.152100
	Iteration 0F: 2 clusters Score -393941.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -390352.125000 Penalty: 2722.304199
	Iteration 0F: 3 clusters Score -390352.1 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -391327.562500 Penalty: 2722.304199
	Iteration 1F: 3 clusters Score -391327.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -391548.843750 Penalty: 2722.304199
	Iteration 2F: 3 clusters Score -391548.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -391687.437500 Penalty: 2722.304199
	Iteration 3F: 3 clusters Score -391687.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -391802.000000 Penalty: 2722.304199
	Iteration 4Q: 3 clusters Score -391802 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -391916.937500 Penalty: 2722.304199
	Iteration 5Q: 3 clusters Score -391916.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -392032.156250 Penalty: 2722.304199
	Iteration 6Q: 3 clusters Score -392032.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -392175.718750 Penalty: 2722.304199
	Iteration 7Q: 3 clusters Score -392175.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -392332.281250 Penalty: 2722.304199
	Iteration 8Q: 3 clusters Score -392332.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -392471.093750 Penalty: 2722.304199
	Iteration 9Q: 3 clusters Score -392471.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -392603.375000 Penalty: 2722.304199
	Iteration 10Q: 3 clusters Score -392603.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -392725.406250 Penalty: 2722.304199
	Iteration 11Q: 3 clusters Score -392725.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -392817.312500 Penalty: 2722.304199
	Iteration 12Q: 3 clusters Score -392817.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -392898.281250 Penalty: 2722.304199
	Iteration 13Q: 3 clusters Score -392898.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -392956.468750 Penalty: 2722.304199
	Iteration 14Q: 3 clusters Score -392956.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -393007.468750 Penalty: 2722.304199
	Iteration 15Q: 3 clusters Score -393007.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -393056.125000 Penalty: 2722.304199
	Iteration 16Q: 3 clusters Score -393056.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -393124.906250 Penalty: 2722.304199
	Iteration 17Q: 3 clusters Score -393124.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -393163.687500 Penalty: 2722.304199
	Iteration 18Q: 3 clusters Score -393163.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -393191.593750 Penalty: 2722.304199
	Iteration 19Q: 3 clusters Score -393191.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -393214.343750 Penalty: 2722.304199
	Iteration 20F: 3 clusters Score -393214.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -393235.843750 Penalty: 2722.304199
	Iteration 21Q: 3 clusters Score -393235.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -393247.843750 Penalty: 2722.304199
	Iteration 22Q: 3 clusters Score -393247.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -393257.250000 Penalty: 2722.304199
	Iteration 23Q: 3 clusters Score -393257.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -393262.843750 Penalty: 2722.304199
	Iteration 24Q: 3 clusters Score -393262.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -393268.687500 Penalty: 2722.304199
	Iteration 25Q: 3 clusters Score -393268.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -393271.625000 Penalty: 2722.304199
	Iteration 26Q: 3 clusters Score -393271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -393275.031250 Penalty: 2722.304199
	Iteration 27Q: 3 clusters Score -393275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -393276.906250 Penalty: 2722.304199
	Iteration 28Q: 3 clusters Score -393276.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -393279.468750 Penalty: 2722.304199
	Iteration 29Q: 3 clusters Score -393279.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -393279.906250 Penalty: 2722.304199
	Iteration 30Q: 3 clusters Score -393279.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -393282.531250 Penalty: 2722.304199
	Iteration 31Q: 3 clusters Score -393282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -393282.250000 Penalty: 2722.304199
	Iteration 32Q: 3 clusters Score -393282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -393282.375000 Penalty: 2722.304199
	Iteration 33Q: 3 clusters Score -393282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -393282.375000 Penalty: 2722.304199
	Iteration 34F: 3 clusters Score -393282.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Entering Unmasked Estep 
Score: -935268.875000 Penalty: 1498.843262
	Iteration 0F: 2 clusters Score -935268.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -928029.062500 Penalty: 2997.686523
	Iteration 0F: 3 clusters Score -928029.1 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -930427.500000 Penalty: 2997.686523
	Iteration 1F: 3 clusters Score -930427.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -930829.875000 Penalty: 2997.686523
	Iteration 2F: 3 clusters Score -930829.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -931240.875000 Penalty: 2997.686523
	Iteration 3F: 3 clusters Score -931240.9 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -931730.250000 Penalty: 2997.686523
	Iteration 4F: 3 clusters Score -931730.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -932242.812500 Penalty: 2997.686523
	Iteration 5F: 3 clusters Score -932242.8 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -932722.500000 Penalty: 2997.686523
	Iteration 6F: 3 clusters Score -932722.5 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -933254.687500 Penalty: 2997.686523
	Iteration 7F: 3 clusters Score -933254.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -933719.500000 Penalty: 2997.686523
	Iteration 8Q: 3 clusters Score -933719.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -933999.125000 Penalty: 2997.686523
	Iteration 9Q: 3 clusters Score -933999.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -934124.687500 Penalty: 2997.686523
	Iteration 10Q: 3 clusters Score -934124.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -934181.375000 Penalty: 2997.686523
	Iteration 11Q: 3 clusters Score -934181.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -934202.375000 Penalty: 2997.686523
	Iteration 12Q: 3 clusters Score -934202.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -934223.687500 Penalty: 2997.686523
	Iteration 13Q: 3 clusters Score -934223.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -934235.062500 Penalty: 2997.686523
	Iteration 14Q: 3 clusters Score -934235.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -934240.562500 Penalty: 2997.686523
	Iteration 15Q: 3 clusters Score -934240.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -934246.375000 Penalty: 2997.686523
	Iteration 16Q: 3 clusters Score -934246.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -934247.250000 Penalty: 2997.686523
	Iteration 17Q: 3 clusters Score -934247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -934249.562500 Penalty: 2997.686523
	Iteration 18Q: 3 clusters Score -934249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -934249.125000 Penalty: 2997.686523
	Iteration 19Q: 3 clusters Score -934249.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -934251.125000 Penalty: 2997.686523
	Iteration 20F: 3 clusters Score -934251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -934251.187500 Penalty: 2997.686523
	Iteration 21Q: 3 clusters Score -934251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -934251.062500 Penalty: 2997.686523
	Iteration 22Q: 3 clusters Score -934251.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -934251.562500 Penalty: 2997.686523
	Iteration 23Q: 3 clusters Score -934251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -934254.750000 Penalty: 2997.686523
	Iteration 24Q: 3 clusters Score -934254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -934254.750000 Penalty: 2997.686523
	Iteration 25F: 3 clusters Score -934254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Entering Unmasked Estep 
Score: -453012.031250 Penalty: 1389.477051
	Iteration 0F: 2 clusters Score -453012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -448917.000000 Penalty: 2778.954102
	Iteration 0F: 3 clusters Score -448917 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -450226.156250 Penalty: 2778.954102
	Iteration 1F: 3 clusters Score -450226.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -450526.656250 Penalty: 2778.954102
	Iteration 2F: 3 clusters Score -450526.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -450793.968750 Penalty: 2778.954102
	Iteration 3F: 3 clusters Score -450794 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -451081.187500 Penalty: 2778.954102
	Iteration 4F: 3 clusters Score -451081.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -451419.593750 Penalty: 2778.954102
	Iteration 5F: 3 clusters Score -451419.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -451759.031250 Penalty: 2778.954102
	Iteration 6F: 3 clusters Score -451759 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -452105.343750 Penalty: 2778.954102
	Iteration 7F: 3 clusters Score -452105.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -452329.437500 Penalty: 2778.954102
	Iteration 8Q: 3 clusters Score -452329.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -452455.593750 Penalty: 2778.954102
	Iteration 9Q: 3 clusters Score -452455.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -452541.343750 Penalty: 2778.954102
	Iteration 10Q: 3 clusters Score -452541.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -452591.312500 Penalty: 2778.954102
	Iteration 11Q: 3 clusters Score -452591.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -452626.843750 Penalty: 2778.954102
	Iteration 12Q: 3 clusters Score -452626.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -452648.593750 Penalty: 2778.954102
	Iteration 13Q: 3 clusters Score -452648.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -452661.281250 Penalty: 2778.954102
	Iteration 14Q: 3 clusters Score -452661.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -452671.968750 Penalty: 2778.954102
	Iteration 15Q: 3 clusters Score -452672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -452680.718750 Penalty: 2778.954102
	Iteration 16Q: 3 clusters Score -452680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -452684.906250 Penalty: 2778.954102
	Iteration 17Q: 3 clusters Score -452684.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -452686.593750 Penalty: 2778.954102
	Iteration 18Q: 3 clusters Score -452686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -452688.593750 Penalty: 2778.954102
	Iteration 19Q: 3 clusters Score -452688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -452689.750000 Penalty: 2778.954102
	Iteration 20F: 3 clusters Score -452689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -452689.750000 Penalty: 2778.954102
	Iteration 21Q: 3 clusters Score -452689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -452691.781250 Penalty: 2778.954102
	Iteration 22Q: 3 clusters Score -452691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -452693.031250 Penalty: 2778.954102
	Iteration 23Q: 3 clusters Score -452693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -452693.031250 Penalty: 2778.954102
	Iteration 24F: 3 clusters Score -452693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -406307.562500 Penalty: 1376.663696
	Iteration 0F: 2 clusters Score -406307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -402506.218750 Penalty: 2753.327393
	Iteration 0F: 3 clusters Score -402506.2 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -403604.218750 Penalty: 2753.327393
	Iteration 1F: 3 clusters Score -403604.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -403954.406250 Penalty: 2753.327393
	Iteration 2F: 3 clusters Score -403954.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -404407.625000 Penalty: 2753.327393
	Iteration 3F: 3 clusters Score -404407.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -404854.968750 Penalty: 2753.327393
	Iteration 4F: 3 clusters Score -404855 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -405222.906250 Penalty: 2753.327393
	Iteration 5F: 3 clusters Score -405222.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -405424.656250 Penalty: 2753.327393
	Iteration 6F: 3 clusters Score -405424.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -405533.937500 Penalty: 2753.327393
	Iteration 7Q: 3 clusters Score -405533.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -405589.125000 Penalty: 2753.327393
	Iteration 8Q: 3 clusters Score -405589.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -405620.531250 Penalty: 2753.327393
	Iteration 9Q: 3 clusters Score -405620.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -405638.812500 Penalty: 2753.327393
	Iteration 10Q: 3 clusters Score -405638.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -405651.406250 Penalty: 2753.327393
	Iteration 11Q: 3 clusters Score -405651.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -405661.875000 Penalty: 2753.327393
	Iteration 12Q: 3 clusters Score -405661.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -405670.593750 Penalty: 2753.327393
	Iteration 13Q: 3 clusters Score -405670.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -405673.781250 Penalty: 2753.327393
	Iteration 14Q: 3 clusters Score -405673.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -405675.875000 Penalty: 2753.327393
	Iteration 15Q: 3 clusters Score -405675.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -405676.500000 Penalty: 2753.327393
	Iteration 16Q: 3 clusters Score -405676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -405678.093750 Penalty: 2753.327393
	Iteration 17Q: 3 clusters Score -405678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -405678.843750 Penalty: 2753.327393
	Iteration 18Q: 3 clusters Score -405678.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -405680.500000 Penalty: 2753.327393
	Iteration 19Q: 3 clusters Score -405680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -405682.312500 Penalty: 2753.327393
	Iteration 20F: 3 clusters Score -405682.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -405683.937500 Penalty: 2753.327393
	Iteration 21Q: 3 clusters Score -405683.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -405684.968750 Penalty: 2753.327393
	Iteration 22Q: 3 clusters Score -405685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -405688.125000 Penalty: 2753.327393
	Iteration 23Q: 3 clusters Score -405688.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -405689.562500 Penalty: 2753.327393
	Iteration 24Q: 3 clusters Score -405689.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -405690.125000 Penalty: 2753.327393
	Iteration 25Q: 3 clusters Score -405690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -405691.156250 Penalty: 2753.327393
	Iteration 26Q: 3 clusters Score -405691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -405691.156250 Penalty: 2753.327393
	Iteration 27F: 3 clusters Score -405691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Entering Unmasked Estep 
Score: -455298.093750 Penalty: 1384.789673
	Iteration 0F: 2 clusters Score -455298.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -451338.906250 Penalty: 2769.579346
	Iteration 0F: 3 clusters Score -451338.9 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -452559.843750 Penalty: 2769.579346
	Iteration 1F: 3 clusters Score -452559.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -452804.500000 Penalty: 2769.579346
	Iteration 2F: 3 clusters Score -452804.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -452960.312500 Penalty: 2769.579346
	Iteration 3F: 3 clusters Score -452960.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -453078.281250 Penalty: 2769.579346
	Iteration 4Q: 3 clusters Score -453078.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -453175.906250 Penalty: 2769.579346
	Iteration 5Q: 3 clusters Score -453175.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -453270.968750 Penalty: 2769.579346
	Iteration 6Q: 3 clusters Score -453271 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -453372.156250 Penalty: 2769.579346
	Iteration 7Q: 3 clusters Score -453372.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -453498.187500 Penalty: 2769.579346
	Iteration 8Q: 3 clusters Score -453498.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -453612.031250 Penalty: 2769.579346
	Iteration 9Q: 3 clusters Score -453612 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -453719.656250 Penalty: 2769.579346
	Iteration 10Q: 3 clusters Score -453719.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -453814.531250 Penalty: 2769.579346
	Iteration 11Q: 3 clusters Score -453814.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -453896.343750 Penalty: 2769.579346
	Iteration 12Q: 3 clusters Score -453896.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -453970.500000 Penalty: 2769.579346
	Iteration 13Q: 3 clusters Score -453970.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -454042.625000 Penalty: 2769.579346
	Iteration 14Q: 3 clusters Score -454042.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -454092.125000 Penalty: 2769.579346
	Iteration 15Q: 3 clusters Score -454092.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -454132.718750 Penalty: 2769.579346
	Iteration 16Q: 3 clusters Score -454132.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -454164.750000 Penalty: 2769.579346
	Iteration 17Q: 3 clusters Score -454164.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -454195.468750 Penalty: 2769.579346
	Iteration 18Q: 3 clusters Score -454195.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -454220.750000 Penalty: 2769.579346
	Iteration 19Q: 3 clusters Score -454220.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -454241.937500 Penalty: 2769.579346
	Iteration 20F: 3 clusters Score -454241.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -454255.593750 Penalty: 2769.579346
	Iteration 21Q: 3 clusters Score -454255.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -454268.656250 Penalty: 2769.579346
	Iteration 22Q: 3 clusters Score -454268.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -454278.937500 Penalty: 2769.579346
	Iteration 23Q: 3 clusters Score -454278.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -454284.968750 Penalty: 2769.579346
	Iteration 24Q: 3 clusters Score -454285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -454289.500000 Penalty: 2769.579346
	Iteration 25Q: 3 clusters Score -454289.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -454293.687500 Penalty: 2769.579346
	Iteration 26Q: 3 clusters Score -454293.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -454298.718750 Penalty: 2769.579346
	Iteration 27Q: 3 clusters Score -454298.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -454304.562500 Penalty: 2769.579346
	Iteration 28Q: 3 clusters Score -454304.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -454308.406250 Penalty: 2769.579346
	Iteration 29Q: 3 clusters Score -454308.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -454315.281250 Penalty: 2769.579346
	Iteration 30Q: 3 clusters Score -454315.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -454317.656250 Penalty: 2769.579346
	Iteration 31Q: 3 clusters Score -454317.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -454320.625000 Penalty: 2769.579346
	Iteration 32Q: 3 clusters Score -454320.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -454322.906250 Penalty: 2769.579346
	Iteration 33Q: 3 clusters Score -454322.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -454324.593750 Penalty: 2769.579346
	Iteration 34Q: 3 clusters Score -454324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -454325.500000 Penalty: 2769.579346
	Iteration 35Q: 3 clusters Score -454325.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -454326.218750 Penalty: 2769.579346
	Iteration 36Q: 3 clusters Score -454326.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -454327.906250 Penalty: 2769.579346
	Iteration 37Q: 3 clusters Score -454327.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -454330.718750 Penalty: 2769.579346
	Iteration 38Q: 3 clusters Score -454330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -454333.312500 Penalty: 2769.579346
	Iteration 39Q: 3 clusters Score -454333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -454333.437500 Penalty: 2769.579346
	Iteration 40F: 3 clusters Score -454333.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -454334.093750 Penalty: 2769.579346
	Iteration 41Q: 3 clusters Score -454334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -454335.218750 Penalty: 2769.579346
	Iteration 42Q: 3 clusters Score -454335.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -454334.281250 Penalty: 2769.579346
	Iteration 43Q: 3 clusters Score -454334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -454335.062500 Penalty: 2769.579346
	Iteration 44Q: 3 clusters Score -454335.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -454335.343750 Penalty: 2769.579346
	Iteration 45Q: 3 clusters Score -454335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -454336.968750 Penalty: 2769.579346
	Iteration 46Q: 3 clusters Score -454337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -454339.000000 Penalty: 2769.579346
	Iteration 47Q: 3 clusters Score -454339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -454343.093750 Penalty: 2769.579346
	Iteration 48Q: 3 clusters Score -454343.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -454349.093750 Penalty: 2769.579346
	Iteration 49Q: 3 clusters Score -454349.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -454356.093750 Penalty: 2769.579346
	Iteration 50Q: 3 clusters Score -454356.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -454361.968750 Penalty: 2769.579346
	Iteration 51Q: 3 clusters Score -454362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -454366.218750 Penalty: 2769.579346
	Iteration 52Q: 3 clusters Score -454366.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -454372.250000 Penalty: 2769.579346
	Iteration 53Q: 3 clusters Score -454372.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -454380.812500 Penalty: 2769.579346
	Iteration 54Q: 3 clusters Score -454380.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -454387.468750 Penalty: 2769.579346
	Iteration 55Q: 3 clusters Score -454387.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -454394.093750 Penalty: 2769.579346
	Iteration 56Q: 3 clusters Score -454394.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -454397.875000 Penalty: 2769.579346
	Iteration 57Q: 3 clusters Score -454397.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -454401.031250 Penalty: 2769.579346
	Iteration 58Q: 3 clusters Score -454401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -454402.875000 Penalty: 2769.579346
	Iteration 59Q: 3 clusters Score -454402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -454405.250000 Penalty: 2769.579346
	Iteration 60F: 3 clusters Score -454405.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -454406.250000 Penalty: 2769.579346
	Iteration 61Q: 3 clusters Score -454406.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -454407.062500 Penalty: 2769.579346
	Iteration 62Q: 3 clusters Score -454407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -454408.687500 Penalty: 2769.579346
	Iteration 63Q: 3 clusters Score -454408.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -454410.250000 Penalty: 2769.579346
	Iteration 64Q: 3 clusters Score -454410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -454412.531250 Penalty: 2769.579346
	Iteration 65Q: 3 clusters Score -454412.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -454413.468750 Penalty: 2769.579346
	Iteration 66Q: 3 clusters Score -454413.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -454414.406250 Penalty: 2769.579346
	Iteration 67Q: 3 clusters Score -454414.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -454416.125000 Penalty: 2769.579346
	Iteration 68Q: 3 clusters Score -454416.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -454416.562500 Penalty: 2769.579346
	Iteration 69Q: 3 clusters Score -454416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -454418.093750 Penalty: 2769.579346
	Iteration 70Q: 3 clusters Score -454418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -454418.937500 Penalty: 2769.579346
	Iteration 71Q: 3 clusters Score -454418.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -454419.625000 Penalty: 2769.579346
	Iteration 72Q: 3 clusters Score -454419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -454421.781250 Penalty: 2769.579346
	Iteration 73Q: 3 clusters Score -454421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -454422.781250 Penalty: 2769.579346
	Iteration 74Q: 3 clusters Score -454422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -454424.031250 Penalty: 2769.579346
	Iteration 75Q: 3 clusters Score -454424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -454426.656250 Penalty: 2769.579346
	Iteration 76Q: 3 clusters Score -454426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -454428.093750 Penalty: 2769.579346
	Iteration 77Q: 3 clusters Score -454428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -454432.343750 Penalty: 2769.579346
	Iteration 78Q: 3 clusters Score -454432.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -454437.406250 Penalty: 2769.579346
	Iteration 79Q: 3 clusters Score -454437.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -454441.343750 Penalty: 2769.579346
	Iteration 80F: 3 clusters Score -454441.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -454445.687500 Penalty: 2769.579346
	Iteration 81Q: 3 clusters Score -454445.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -454451.937500 Penalty: 2769.579346
	Iteration 82Q: 3 clusters Score -454451.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -454456.250000 Penalty: 2769.579346
	Iteration 83Q: 3 clusters Score -454456.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -454458.843750 Penalty: 2769.579346
	Iteration 84Q: 3 clusters Score -454458.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -454460.312500 Penalty: 2769.579346
	Iteration 85Q: 3 clusters Score -454460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -454462.000000 Penalty: 2769.579346
	Iteration 86Q: 3 clusters Score -454462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -454463.906250 Penalty: 2769.579346
	Iteration 87Q: 3 clusters Score -454463.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -454467.000000 Penalty: 2769.579346
	Iteration 88Q: 3 clusters Score -454467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -454468.843750 Penalty: 2769.579346
	Iteration 89Q: 3 clusters Score -454468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -454469.718750 Penalty: 2769.579346
	Iteration 90Q: 3 clusters Score -454469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -454470.718750 Penalty: 2769.579346
	Iteration 91Q: 3 clusters Score -454470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -454470.312500 Penalty: 2769.579346
	Iteration 92Q: 3 clusters Score -454470.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -454470.312500 Penalty: 2769.579346
	Iteration 93F: 3 clusters Score -454470.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79419 members 
Entering Unmasked Estep 
Score: -7611420.500000 Penalty: 1833.405029
	Iteration 0F: 2 clusters Score -7611420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -7558288.000000 Penalty: 3666.810059
	Iteration 0F: 3 clusters Score -7558288 nChanged 37870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -7580233.000000 Penalty: 3666.810059
	Iteration 1F: 3 clusters Score -7580233 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -7581157.000000 Penalty: 3666.810059
	Iteration 2Q: 3 clusters Score -7581157 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -7582700.000000 Penalty: 3666.810059
	Iteration 3Q: 3 clusters Score -7582700 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51192 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -7585336.500000 Penalty: 3666.810059
	Iteration 4F: 3 clusters Score -7585336 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -7589601.500000 Penalty: 3666.810059
	Iteration 5F: 3 clusters Score -7589602 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63009 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -7595165.000000 Penalty: 3666.810059
	Iteration 6F: 3 clusters Score -7595165 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69113 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -7601035.500000 Penalty: 3666.810059
	Iteration 7F: 3 clusters Score -7601036 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73732 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -7605324.500000 Penalty: 3666.810059
	Iteration 8F: 3 clusters Score -7605324 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -7607708.000000 Penalty: 3666.810059
	Iteration 9Q: 3 clusters Score -7607708 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7608848.500000 Penalty: 3666.810059
	Iteration 10Q: 3 clusters Score -7608848 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7609290.500000 Penalty: 3666.810059
	Iteration 11Q: 3 clusters Score -7609290 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78845 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7609521.000000 Penalty: 3666.810059
	Iteration 12Q: 3 clusters Score -7609521 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78983 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7609643.000000 Penalty: 3666.810059
	Iteration 13Q: 3 clusters Score -7609643 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7609719.000000 Penalty: 3666.810059
	Iteration 14Q: 3 clusters Score -7609719 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7609785.000000 Penalty: 3666.810059
	Iteration 15Q: 3 clusters Score -7609785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7609798.000000 Penalty: 3666.810059
	Iteration 16Q: 3 clusters Score -7609798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7609810.500000 Penalty: 3666.810059
	Iteration 17Q: 3 clusters Score -7609810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79127 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7609824.000000 Penalty: 3666.810059
	Iteration 18Q: 3 clusters Score -7609824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79133 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7609826.000000 Penalty: 3666.810059
	Iteration 19Q: 3 clusters Score -7609826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7609831.500000 Penalty: 3666.810059
	Iteration 20F: 3 clusters Score -7609832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7609841.500000 Penalty: 3666.810059
	Iteration 21Q: 3 clusters Score -7609842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7609843.500000 Penalty: 3666.810059
	Iteration 22Q: 3 clusters Score -7609844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7609841.500000 Penalty: 3666.810059
	Iteration 23Q: 3 clusters Score -7609842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79147 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7609848.500000 Penalty: 3666.810059
	Iteration 24Q: 3 clusters Score -7609848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7609847.000000 Penalty: 3666.810059
	Iteration 25Q: 3 clusters Score -7609847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7609855.000000 Penalty: 3666.810059
	Iteration 26Q: 3 clusters Score -7609855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79152 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7609851.500000 Penalty: 3666.810059
	Iteration 27Q: 3 clusters Score -7609852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7609855.000000 Penalty: 3666.810059
	Iteration 28Q: 3 clusters Score -7609855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7609855.000000 Penalty: 3666.810059
	Iteration 29F: 3 clusters Score -7609855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -397358.781250 Penalty: 1364.485107
	Iteration 0F: 2 clusters Score -397358.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -393693.062500 Penalty: 2728.970215
	Iteration 0F: 3 clusters Score -393693.1 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -394659.062500 Penalty: 2728.970215
	Iteration 1F: 3 clusters Score -394659.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -394823.281250 Penalty: 2728.970215
	Iteration 2F: 3 clusters Score -394823.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -394927.843750 Penalty: 2728.970215
	Iteration 3Q: 3 clusters Score -394927.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -394997.187500 Penalty: 2728.970215
	Iteration 4Q: 3 clusters Score -394997.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -395056.937500 Penalty: 2728.970215
	Iteration 5Q: 3 clusters Score -395056.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -395124.812500 Penalty: 2728.970215
	Iteration 6Q: 3 clusters Score -395124.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -395183.218750 Penalty: 2728.970215
	Iteration 7Q: 3 clusters Score -395183.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -395271.406250 Penalty: 2728.970215
	Iteration 8Q: 3 clusters Score -395271.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -395367.156250 Penalty: 2728.970215
	Iteration 9Q: 3 clusters Score -395367.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -395487.937500 Penalty: 2728.970215
	Iteration 10Q: 3 clusters Score -395487.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -395600.812500 Penalty: 2728.970215
	Iteration 11Q: 3 clusters Score -395600.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -395716.906250 Penalty: 2728.970215
	Iteration 12Q: 3 clusters Score -395716.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -395826.125000 Penalty: 2728.970215
	Iteration 13Q: 3 clusters Score -395826.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -395925.718750 Penalty: 2728.970215
	Iteration 14Q: 3 clusters Score -395925.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -396016.000000 Penalty: 2728.970215
	Iteration 15Q: 3 clusters Score -396016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -396088.656250 Penalty: 2728.970215
	Iteration 16Q: 3 clusters Score -396088.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -396138.312500 Penalty: 2728.970215
	Iteration 17Q: 3 clusters Score -396138.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -396190.531250 Penalty: 2728.970215
	Iteration 18Q: 3 clusters Score -396190.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -396233.906250 Penalty: 2728.970215
	Iteration 19Q: 3 clusters Score -396233.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -396274.281250 Penalty: 2728.970215
	Iteration 20F: 3 clusters Score -396274.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -396300.250000 Penalty: 2728.970215
	Iteration 21Q: 3 clusters Score -396300.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -396326.718750 Penalty: 2728.970215
	Iteration 22Q: 3 clusters Score -396326.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -396351.437500 Penalty: 2728.970215
	Iteration 23Q: 3 clusters Score -396351.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -396370.781250 Penalty: 2728.970215
	Iteration 24Q: 3 clusters Score -396370.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -396382.750000 Penalty: 2728.970215
	Iteration 25Q: 3 clusters Score -396382.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -396396.093750 Penalty: 2728.970215
	Iteration 26Q: 3 clusters Score -396396.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -396404.062500 Penalty: 2728.970215
	Iteration 27Q: 3 clusters Score -396404.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -396409.812500 Penalty: 2728.970215
	Iteration 28Q: 3 clusters Score -396409.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -396414.531250 Penalty: 2728.970215
	Iteration 29Q: 3 clusters Score -396414.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -396418.031250 Penalty: 2728.970215
	Iteration 30Q: 3 clusters Score -396418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -396420.468750 Penalty: 2728.970215
	Iteration 31Q: 3 clusters Score -396420.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -396422.812500 Penalty: 2728.970215
	Iteration 32Q: 3 clusters Score -396422.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -396423.156250 Penalty: 2728.970215
	Iteration 33Q: 3 clusters Score -396423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -396423.250000 Penalty: 2728.970215
	Iteration 34Q: 3 clusters Score -396423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -396423.906250 Penalty: 2728.970215
	Iteration 35Q: 3 clusters Score -396423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -396423.375000 Penalty: 2728.970215
	Iteration 36Q: 3 clusters Score -396423.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -396423.375000 Penalty: 2728.970215
	Iteration 37F: 3 clusters Score -396423.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -246831.796875 Penalty: 1281.732422
	Iteration 0F: 2 clusters Score -246831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -244344.734375 Penalty: 2563.464844
	Iteration 0F: 3 clusters Score -244344.7 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -244911.156250 Penalty: 2563.464844
	Iteration 1F: 3 clusters Score -244911.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -245035.859375 Penalty: 2563.464844
	Iteration 2F: 3 clusters Score -245035.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -245112.125000 Penalty: 2563.464844
	Iteration 3Q: 3 clusters Score -245112.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -245156.765625 Penalty: 2563.464844
	Iteration 4Q: 3 clusters Score -245156.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -245196.078125 Penalty: 2563.464844
	Iteration 5Q: 3 clusters Score -245196.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -245231.750000 Penalty: 2563.464844
	Iteration 6Q: 3 clusters Score -245231.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -245273.421875 Penalty: 2563.464844
	Iteration 7Q: 3 clusters Score -245273.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -245307.265625 Penalty: 2563.464844
	Iteration 8Q: 3 clusters Score -245307.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -245333.593750 Penalty: 2563.464844
	Iteration 9Q: 3 clusters Score -245333.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -245363.203125 Penalty: 2563.464844
	Iteration 10Q: 3 clusters Score -245363.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -245395.000000 Penalty: 2563.464844
	Iteration 11Q: 3 clusters Score -245395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -245425.062500 Penalty: 2563.464844
	Iteration 12Q: 3 clusters Score -245425.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -245455.265625 Penalty: 2563.464844
	Iteration 13Q: 3 clusters Score -245455.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -245483.968750 Penalty: 2563.464844
	Iteration 14Q: 3 clusters Score -245484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -245510.500000 Penalty: 2563.464844
	Iteration 15Q: 3 clusters Score -245510.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -245531.046875 Penalty: 2563.464844
	Iteration 16Q: 3 clusters Score -245531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -245544.062500 Penalty: 2563.464844
	Iteration 17Q: 3 clusters Score -245544.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -245558.906250 Penalty: 2563.464844
	Iteration 18Q: 3 clusters Score -245558.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -245575.625000 Penalty: 2563.464844
	Iteration 19Q: 3 clusters Score -245575.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -245594.390625 Penalty: 2563.464844
	Iteration 20F: 3 clusters Score -245594.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -245612.703125 Penalty: 2563.464844
	Iteration 21Q: 3 clusters Score -245612.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -245633.437500 Penalty: 2563.464844
	Iteration 22Q: 3 clusters Score -245633.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -245649.046875 Penalty: 2563.464844
	Iteration 23Q: 3 clusters Score -245649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -245665.140625 Penalty: 2563.464844
	Iteration 24Q: 3 clusters Score -245665.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -245680.593750 Penalty: 2563.464844
	Iteration 25Q: 3 clusters Score -245680.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -245687.843750 Penalty: 2563.464844
	Iteration 26Q: 3 clusters Score -245687.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -245692.859375 Penalty: 2563.464844
	Iteration 27Q: 3 clusters Score -245692.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -245696.937500 Penalty: 2563.464844
	Iteration 28Q: 3 clusters Score -245696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -245697.546875 Penalty: 2563.464844
	Iteration 29Q: 3 clusters Score -245697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -245697.734375 Penalty: 2563.464844
	Iteration 30Q: 3 clusters Score -245697.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -245697.734375 Penalty: 2563.464844
	Iteration 31F: 3 clusters Score -245697.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -508566.781250 Penalty: 1395.341919
	Iteration 0F: 2 clusters Score -508566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -504425.906250 Penalty: 2790.683838
	Iteration 0F: 3 clusters Score -504425.9 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -505714.343750 Penalty: 2790.683838
	Iteration 1F: 3 clusters Score -505714.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -505944.093750 Penalty: 2790.683838
	Iteration 2F: 3 clusters Score -505944.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -506115.937500 Penalty: 2790.683838
	Iteration 3F: 3 clusters Score -506115.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -506272.687500 Penalty: 2790.683838
	Iteration 4Q: 3 clusters Score -506272.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -506427.625000 Penalty: 2790.683838
	Iteration 5Q: 3 clusters Score -506427.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -506582.343750 Penalty: 2790.683838
	Iteration 6Q: 3 clusters Score -506582.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -506742.125000 Penalty: 2790.683838
	Iteration 7Q: 3 clusters Score -506742.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -506885.968750 Penalty: 2790.683838
	Iteration 8Q: 3 clusters Score -506886 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -507009.093750 Penalty: 2790.683838
	Iteration 9Q: 3 clusters Score -507009.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -507099.625000 Penalty: 2790.683838
	Iteration 10Q: 3 clusters Score -507099.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -507164.718750 Penalty: 2790.683838
	Iteration 11Q: 3 clusters Score -507164.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -507201.062500 Penalty: 2790.683838
	Iteration 12Q: 3 clusters Score -507201.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -507221.750000 Penalty: 2790.683838
	Iteration 13Q: 3 clusters Score -507221.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -507230.625000 Penalty: 2790.683838
	Iteration 14Q: 3 clusters Score -507230.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -507238.187500 Penalty: 2790.683838
	Iteration 15Q: 3 clusters Score -507238.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -507242.281250 Penalty: 2790.683838
	Iteration 16Q: 3 clusters Score -507242.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -507247.250000 Penalty: 2790.683838
	Iteration 17Q: 3 clusters Score -507247.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -507252.843750 Penalty: 2790.683838
	Iteration 18Q: 3 clusters Score -507252.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -507258.343750 Penalty: 2790.683838
	Iteration 19Q: 3 clusters Score -507258.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -507262.843750 Penalty: 2790.683838
	Iteration 20F: 3 clusters Score -507262.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -507268.781250 Penalty: 2790.683838
	Iteration 21Q: 3 clusters Score -507268.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -507275.281250 Penalty: 2790.683838
	Iteration 22Q: 3 clusters Score -507275.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -507284.531250 Penalty: 2790.683838
	Iteration 23Q: 3 clusters Score -507284.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -507292.562500 Penalty: 2790.683838
	Iteration 24Q: 3 clusters Score -507292.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -507299.812500 Penalty: 2790.683838
	Iteration 25Q: 3 clusters Score -507299.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -507304.968750 Penalty: 2790.683838
	Iteration 26Q: 3 clusters Score -507305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -507310.031250 Penalty: 2790.683838
	Iteration 27Q: 3 clusters Score -507310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -507315.187500 Penalty: 2790.683838
	Iteration 28Q: 3 clusters Score -507315.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -507322.687500 Penalty: 2790.683838
	Iteration 29Q: 3 clusters Score -507322.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -507328.093750 Penalty: 2790.683838
	Iteration 30Q: 3 clusters Score -507328.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -507338.906250 Penalty: 2790.683838
	Iteration 31Q: 3 clusters Score -507338.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -507348.812500 Penalty: 2790.683838
	Iteration 32Q: 3 clusters Score -507348.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -507356.843750 Penalty: 2790.683838
	Iteration 33Q: 3 clusters Score -507356.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -507363.281250 Penalty: 2790.683838
	Iteration 34Q: 3 clusters Score -507363.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -507367.437500 Penalty: 2790.683838
	Iteration 35Q: 3 clusters Score -507367.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -507372.125000 Penalty: 2790.683838
	Iteration 36Q: 3 clusters Score -507372.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -507376.562500 Penalty: 2790.683838
	Iteration 37Q: 3 clusters Score -507376.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -507379.500000 Penalty: 2790.683838
	Iteration 38Q: 3 clusters Score -507379.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -507382.156250 Penalty: 2790.683838
	Iteration 39Q: 3 clusters Score -507382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -507385.218750 Penalty: 2790.683838
	Iteration 40F: 3 clusters Score -507385.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -507387.312500 Penalty: 2790.683838
	Iteration 41Q: 3 clusters Score -507387.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -507388.468750 Penalty: 2790.683838
	Iteration 42Q: 3 clusters Score -507388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -507389.718750 Penalty: 2790.683838
	Iteration 43Q: 3 clusters Score -507389.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -507389.343750 Penalty: 2790.683838
	Iteration 44Q: 3 clusters Score -507389.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -507390.812500 Penalty: 2790.683838
	Iteration 45Q: 3 clusters Score -507390.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -507392.375000 Penalty: 2790.683838
	Iteration 46Q: 3 clusters Score -507392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -507394.250000 Penalty: 2790.683838
	Iteration 47Q: 3 clusters Score -507394.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -507395.062500 Penalty: 2790.683838
	Iteration 48Q: 3 clusters Score -507395.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -507397.812500 Penalty: 2790.683838
	Iteration 49Q: 3 clusters Score -507397.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -507400.031250 Penalty: 2790.683838
	Iteration 50Q: 3 clusters Score -507400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -507403.093750 Penalty: 2790.683838
	Iteration 51Q: 3 clusters Score -507403.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -507406.562500 Penalty: 2790.683838
	Iteration 52Q: 3 clusters Score -507406.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -507408.406250 Penalty: 2790.683838
	Iteration 53Q: 3 clusters Score -507408.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -507412.468750 Penalty: 2790.683838
	Iteration 54Q: 3 clusters Score -507412.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -507416.750000 Penalty: 2790.683838
	Iteration 55Q: 3 clusters Score -507416.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -507418.937500 Penalty: 2790.683838
	Iteration 56Q: 3 clusters Score -507418.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -507421.500000 Penalty: 2790.683838
	Iteration 57Q: 3 clusters Score -507421.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -507424.437500 Penalty: 2790.683838
	Iteration 58Q: 3 clusters Score -507424.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -507426.468750 Penalty: 2790.683838
	Iteration 59Q: 3 clusters Score -507426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -507427.375000 Penalty: 2790.683838
	Iteration 60F: 3 clusters Score -507427.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -507429.906250 Penalty: 2790.683838
	Iteration 61Q: 3 clusters Score -507429.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -507431.781250 Penalty: 2790.683838
	Iteration 62Q: 3 clusters Score -507431.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -507433.375000 Penalty: 2790.683838
	Iteration 63Q: 3 clusters Score -507433.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -507434.218750 Penalty: 2790.683838
	Iteration 64Q: 3 clusters Score -507434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -507435.875000 Penalty: 2790.683838
	Iteration 65Q: 3 clusters Score -507435.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -507437.000000 Penalty: 2790.683838
	Iteration 66Q: 3 clusters Score -507437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -507437.062500 Penalty: 2790.683838
	Iteration 67Q: 3 clusters Score -507437.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -507438.437500 Penalty: 2790.683838
	Iteration 68Q: 3 clusters Score -507438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -507440.656250 Penalty: 2790.683838
	Iteration 69Q: 3 clusters Score -507440.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -507442.312500 Penalty: 2790.683838
	Iteration 70Q: 3 clusters Score -507442.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -507447.437500 Penalty: 2790.683838
	Iteration 71Q: 3 clusters Score -507447.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -507450.250000 Penalty: 2790.683838
	Iteration 72Q: 3 clusters Score -507450.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -507452.843750 Penalty: 2790.683838
	Iteration 73Q: 3 clusters Score -507452.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -507457.718750 Penalty: 2790.683838
	Iteration 74Q: 3 clusters Score -507457.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -507460.031250 Penalty: 2790.683838
	Iteration 75Q: 3 clusters Score -507460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -507465.312500 Penalty: 2790.683838
	Iteration 76Q: 3 clusters Score -507465.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -507468.843750 Penalty: 2790.683838
	Iteration 77Q: 3 clusters Score -507468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -507472.468750 Penalty: 2790.683838
	Iteration 78Q: 3 clusters Score -507472.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -507476.312500 Penalty: 2790.683838
	Iteration 79Q: 3 clusters Score -507476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -507476.750000 Penalty: 2790.683838
	Iteration 80F: 3 clusters Score -507476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -507476.968750 Penalty: 2790.683838
	Iteration 81Q: 3 clusters Score -507477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -507479.031250 Penalty: 2790.683838
	Iteration 82Q: 3 clusters Score -507479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -507479.562500 Penalty: 2790.683838
	Iteration 83Q: 3 clusters Score -507479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -507480.968750 Penalty: 2790.683838
	Iteration 84Q: 3 clusters Score -507481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -507483.218750 Penalty: 2790.683838
	Iteration 85Q: 3 clusters Score -507483.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -507486.562500 Penalty: 2790.683838
	Iteration 86Q: 3 clusters Score -507486.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -507491.906250 Penalty: 2790.683838
	Iteration 87Q: 3 clusters Score -507491.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -507495.562500 Penalty: 2790.683838
	Iteration 88Q: 3 clusters Score -507495.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -507496.187500 Penalty: 2790.683838
	Iteration 89Q: 3 clusters Score -507496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -507498.468750 Penalty: 2790.683838
	Iteration 90Q: 3 clusters Score -507498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -507500.343750 Penalty: 2790.683838
	Iteration 91Q: 3 clusters Score -507500.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -507501.343750 Penalty: 2790.683838
	Iteration 92Q: 3 clusters Score -507501.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -507501.718750 Penalty: 2790.683838
	Iteration 93Q: 3 clusters Score -507501.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -507502.531250 Penalty: 2790.683838
	Iteration 94Q: 3 clusters Score -507502.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -507503.031250 Penalty: 2790.683838
	Iteration 95Q: 3 clusters Score -507503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -507503.031250 Penalty: 2790.683838
	Iteration 96F: 3 clusters Score -507503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Entering Unmasked Estep 
Score: -556189.250000 Penalty: 1413.264404
	Iteration 0F: 2 clusters Score -556189.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -551585.437500 Penalty: 2826.528809
	Iteration 0F: 3 clusters Score -551585.4 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -552993.750000 Penalty: 2826.528809
	Iteration 1F: 3 clusters Score -552993.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -553315.687500 Penalty: 2826.528809
	Iteration 2F: 3 clusters Score -553315.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -553737.125000 Penalty: 2826.528809
	Iteration 3F: 3 clusters Score -553737.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -554211.250000 Penalty: 2826.528809
	Iteration 4F: 3 clusters Score -554211.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -554647.500000 Penalty: 2826.528809
	Iteration 5F: 3 clusters Score -554647.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -555003.812500 Penalty: 2826.528809
	Iteration 6F: 3 clusters Score -555003.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -555264.812500 Penalty: 2826.528809
	Iteration 7Q: 3 clusters Score -555264.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -555437.062500 Penalty: 2826.528809
	Iteration 8Q: 3 clusters Score -555437.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -555557.625000 Penalty: 2826.528809
	Iteration 9Q: 3 clusters Score -555557.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -555635.937500 Penalty: 2826.528809
	Iteration 10Q: 3 clusters Score -555635.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -555701.562500 Penalty: 2826.528809
	Iteration 11Q: 3 clusters Score -555701.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -555758.250000 Penalty: 2826.528809
	Iteration 12Q: 3 clusters Score -555758.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -555805.750000 Penalty: 2826.528809
	Iteration 13Q: 3 clusters Score -555805.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -555862.312500 Penalty: 2826.528809
	Iteration 14Q: 3 clusters Score -555862.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -555937.125000 Penalty: 2826.528809
	Iteration 15Q: 3 clusters Score -555937.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -556038.312500 Penalty: 2826.528809
	Iteration 16Q: 3 clusters Score -556038.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -556226.062500 Penalty: 2826.528809
	Iteration 17Q: 3 clusters Score -556226.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -556412.625000 Penalty: 2826.528809
	Iteration 18Q: 3 clusters Score -556412.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -556514.812500 Penalty: 2826.528809
	Iteration 19Q: 3 clusters Score -556514.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -556566.250000 Penalty: 2826.528809
	Iteration 20F: 3 clusters Score -556566.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -556605.687500 Penalty: 2826.528809
	Iteration 21Q: 3 clusters Score -556605.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -556647.250000 Penalty: 2826.528809
	Iteration 22Q: 3 clusters Score -556647.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -556699.750000 Penalty: 2826.528809
	Iteration 23Q: 3 clusters Score -556699.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -556751.875000 Penalty: 2826.528809
	Iteration 24Q: 3 clusters Score -556751.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -556817.375000 Penalty: 2826.528809
	Iteration 25Q: 3 clusters Score -556817.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -556889.062500 Penalty: 2826.528809
	Iteration 26Q: 3 clusters Score -556889.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -556959.562500 Penalty: 2826.528809
	Iteration 27Q: 3 clusters Score -556959.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -557034.187500 Penalty: 2826.528809
	Iteration 28Q: 3 clusters Score -557034.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -557130.750000 Penalty: 2826.528809
	Iteration 29Q: 3 clusters Score -557130.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -557231.312500 Penalty: 2826.528809
	Iteration 30Q: 3 clusters Score -557231.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -557318.687500 Penalty: 2826.528809
	Iteration 31Q: 3 clusters Score -557318.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -557395.125000 Penalty: 2826.528809
	Iteration 32Q: 3 clusters Score -557395.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -557448.687500 Penalty: 2826.528809
	Iteration 33Q: 3 clusters Score -557448.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -557478.437500 Penalty: 2826.528809
	Iteration 34Q: 3 clusters Score -557478.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -557509.562500 Penalty: 2826.528809
	Iteration 35Q: 3 clusters Score -557509.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -557540.437500 Penalty: 2826.528809
	Iteration 36Q: 3 clusters Score -557540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -557561.562500 Penalty: 2826.528809
	Iteration 37Q: 3 clusters Score -557561.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -557569.750000 Penalty: 2826.528809
	Iteration 38Q: 3 clusters Score -557569.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -557571.375000 Penalty: 2826.528809
	Iteration 39Q: 3 clusters Score -557571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -557766.000000 Penalty: 2826.528809
	Iteration 40F: 3 clusters Score -557766 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -558098.687500 Penalty: 2826.528809
	Iteration 41Q: 3 clusters Score -558098.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -558189.937500 Penalty: 2826.528809
	Iteration 42Q: 3 clusters Score -558189.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -558200.812500 Penalty: 2826.528809
	Iteration 43Q: 3 clusters Score -558200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -558200.687500 Penalty: 2826.528809
	Iteration 44Q: 3 clusters Score -558200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -558203.125000 Penalty: 2826.528809
	Iteration 45Q: 3 clusters Score -558203.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -558203.125000 Penalty: 2826.528809
	Iteration 46F: 3 clusters Score -558203.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 107347 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 30440 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103064 members 
Mstep: Class 8 contains 149332 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2993 members 
Mstep: Class 21 contains 2992 members 
Entering Unmasked Estep 
Score: -52387740.000000 Penalty: 45213.089844
Splitting cluster 20 changes total score from -52386556.000000 to -52387740.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 107347 members 
Mstep: Class 3 contains 1039 members 
Mstep: Class 4 contains 30440 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103064 members 
Mstep: Class 8 contains 149332 members 
Mstep: Class 9 contains 3617 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388224.000000 Penalty: 45213.089844
Iteration 159Q: 22 clusters Score -5.238822e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 107402 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 30634 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103062 members 
Mstep: Class 8 contains 149332 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2664 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388708.000000 Penalty: 45213.089844
Iteration 160F: 22 clusters Score -5.238871e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 107234 members 
Mstep: Class 3 contains 1042 members 
Mstep: Class 4 contains 30687 members 
Mstep: Class 5 contains 1088 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 103061 members 
Mstep: Class 8 contains 149331 members 
Mstep: Class 9 contains 3577 members 
Mstep: Class 10 contains 6537 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10135 members 
Mstep: Class 13 contains 5173 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 79418 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2884 members 
Mstep: Class 21 contains 3115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388876.000000 Penalty: 45213.089844
Iteration 161Q: 22 clusters Score -5.238888e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 107111 members 
Mstep: Class 3 contains 1047 members 
Mstep: Class 4 contains 30723 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103054 members 
Mstep: Class 8 contains 149333 members 
Mstep: Class 9 contains 3558 members 
Mstep: Class 10 contains 6538 members 
Mstep: Class 11 contains 4343 members 
Mstep: Class 12 contains 10134 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 79420 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 3337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389060.000000 Penalty: 45213.089844
Iteration 162Q: 22 clusters Score -5.238906e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 107000 members 
Mstep: Class 3 contains 1054 members 
Mstep: Class 4 contains 30737 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 11938 members 
Mstep: Class 7 contains 103046 members 
Mstep: Class 8 contains 149330 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 6536 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 10132 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389260.000000 Penalty: 45213.089844
Iteration 163Q: 22 clusters Score -5.238926e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 106915 members 
Mstep: Class 3 contains 1061 members 
Mstep: Class 4 contains 30742 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 103042 members 
Mstep: Class 8 contains 149328 members 
Mstep: Class 9 contains 3531 members 
Mstep: Class 10 contains 6530 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 10127 members 
Mstep: Class 13 contains 5171 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 5025 members 
Mstep: Class 16 contains 79417 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2871 members 
Mstep: Class 21 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389264.000000 Penalty: 45213.089844
Iteration 164Q: 22 clusters Score -5.238926e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 106832 members 
Mstep: Class 3 contains 1063 members 
Mstep: Class 4 contains 30745 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 103038 members 
Mstep: Class 8 contains 149331 members 
Mstep: Class 9 contains 3523 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 10127 members 
Mstep: Class 13 contains 5170 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 79413 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389408.000000 Penalty: 45213.089844
Iteration 165Q: 22 clusters Score -5.238941e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 106777 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 30745 members 
Mstep: Class 5 contains 1086 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 103036 members 
Mstep: Class 8 contains 149328 members 
Mstep: Class 9 contains 3518 members 
Mstep: Class 10 contains 6530 members 
Mstep: Class 11 contains 4342 members 
Mstep: Class 12 contains 10123 members 
Mstep: Class 13 contains 5168 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 5023 members 
Mstep: Class 16 contains 79407 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2886 members 
Mstep: Class 21 contains 3863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389448.000000 Penalty: 45213.089844
Iteration 166Q: 22 clusters Score -5.238945e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 106727 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 30745 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103034 members 
Mstep: Class 8 contains 149328 members 
Mstep: Class 9 contains 3516 members 
Mstep: Class 10 contains 6527 members 
Mstep: Class 11 contains 4341 members 
Mstep: Class 12 contains 10119 members 
Mstep: Class 13 contains 5166 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5026 members 
Mstep: Class 16 contains 79410 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 3927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389428.000000 Penalty: 45213.089844
Iteration 167Q: 22 clusters Score -5.238943e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 106695 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 30747 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11941 members 
Mstep: Class 7 contains 103030 members 
Mstep: Class 8 contains 149327 members 
Mstep: Class 9 contains 3515 members 
Mstep: Class 10 contains 6528 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10116 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 5027 members 
Mstep: Class 16 contains 79411 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2893 members 
Mstep: Class 21 contains 3976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389580.000000 Penalty: 45213.089844
Iteration 168Q: 22 clusters Score -5.238958e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 106664 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 30742 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 103031 members 
Mstep: Class 8 contains 149326 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 6526 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10115 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 5028 members 
Mstep: Class 16 contains 79410 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 4018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389620.000000 Penalty: 45213.089844
Iteration 169Q: 22 clusters Score -5.238962e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 106645 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30743 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11941 members 
Mstep: Class 7 contains 103029 members 
Mstep: Class 8 contains 149325 members 
Mstep: Class 9 contains 3529 members 
Mstep: Class 10 contains 6524 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10109 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5029 members 
Mstep: Class 16 contains 79411 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2896 members 
Mstep: Class 21 contains 4041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389632.000000 Penalty: 45213.089844
Iteration 170Q: 22 clusters Score -5.238963e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 106623 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30747 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 103028 members 
Mstep: Class 8 contains 149324 members 
Mstep: Class 9 contains 3534 members 
Mstep: Class 10 contains 6522 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10104 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79411 members 
Mstep: Class 17 contains 4438 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 4058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389596.000000 Penalty: 45213.089844
Iteration 171Q: 22 clusters Score -5.23896e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 106602 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30749 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 103025 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10103 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79416 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2899 members 
Mstep: Class 21 contains 4077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389588.000000 Penalty: 45213.089844
Iteration 172Q: 22 clusters Score -5.238959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 106595 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30748 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 103022 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3541 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10100 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79420 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 4089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389596.000000 Penalty: 45213.089844
Iteration 173Q: 22 clusters Score -5.23896e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 106582 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30748 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11939 members 
Mstep: Class 7 contains 103019 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10100 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 4101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389604.000000 Penalty: 45213.089844
Iteration 174Q: 22 clusters Score -5.23896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 106571 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30748 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11940 members 
Mstep: Class 7 contains 103019 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10100 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 4110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389592.000000 Penalty: 45213.089844
Iteration 175Q: 22 clusters Score -5.238959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 106569 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30750 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11939 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3549 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 4115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389616.000000 Penalty: 45213.089844
Iteration 176Q: 22 clusters Score -5.238962e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 106566 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11938 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3548 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10097 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79419 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 4122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389576.000000 Penalty: 45213.089844
Iteration 177Q: 22 clusters Score -5.238958e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 106558 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11936 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3547 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10098 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79421 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 4129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389572.000000 Penalty: 45213.089844
Iteration 178Q: 22 clusters Score -5.238957e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 106551 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30755 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11933 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 4138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389564.000000 Penalty: 45213.089844
Iteration 179Q: 22 clusters Score -5.238956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 106543 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11935 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10099 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79423 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2901 members 
Mstep: Class 21 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389552.000000 Penalty: 45213.089844
Iteration 180F: 22 clusters Score -5.238955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 106540 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 30755 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11936 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3546 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10097 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2902 members 
Mstep: Class 21 contains 4148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389568.000000 Penalty: 45213.089844
Iteration 181Q: 22 clusters Score -5.238957e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 106541 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11938 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10094 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2903 members 
Mstep: Class 21 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389556.000000 Penalty: 45213.089844
Iteration 182Q: 22 clusters Score -5.238956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 106541 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11939 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10092 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79423 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389564.000000 Penalty: 45213.089844
Iteration 183Q: 22 clusters Score -5.238956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 106538 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 103017 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10091 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79423 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389560.000000 Penalty: 45213.089844
Iteration 184Q: 22 clusters Score -5.238956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 106538 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 103018 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10089 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79423 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 4150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389524.000000 Penalty: 45213.089844
Iteration 185Q: 22 clusters Score -5.238952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 106535 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11942 members 
Mstep: Class 7 contains 103018 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10088 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79423 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 4154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389544.000000 Penalty: 45213.089844
Iteration 186Q: 22 clusters Score -5.238954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 106536 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11943 members 
Mstep: Class 7 contains 103018 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10087 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 4155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389548.000000 Penalty: 45213.089844
Iteration 187Q: 22 clusters Score -5.238955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 106534 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30753 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103018 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10087 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389568.000000 Penalty: 45213.089844
Iteration 188Q: 22 clusters Score -5.238957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 106535 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103018 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10087 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389548.000000 Penalty: 45213.089844
Iteration 189Q: 22 clusters Score -5.238955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 106535 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103018 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10087 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 4156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389548.000000 Penalty: 45213.089844
Iteration 190F: 22 clusters Score -5.238955e+07 nChanged 0
Entering ConstructFrom: 
Score: -52389548.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (25507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Entering Unmasked Estep 
Score: -2427394.500000 Penalty: 1648.840088
	Iteration 0F: 2 clusters Score -2427394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2410095.500000 Penalty: 3297.680176
	Iteration 0F: 3 clusters Score -2410096 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2416453.750000 Penalty: 3297.680176
	Iteration 1F: 3 clusters Score -2416454 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2416793.750000 Penalty: 3297.680176
	Iteration 2Q: 3 clusters Score -2416794 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2417165.500000 Penalty: 3297.680176
	Iteration 3Q: 3 clusters Score -2417166 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2417568.250000 Penalty: 3297.680176
	Iteration 4Q: 3 clusters Score -2417568 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -2418083.500000 Penalty: 3297.680176
	Iteration 5Q: 3 clusters Score -2418084 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2418816.000000 Penalty: 3297.680176
	Iteration 6F: 3 clusters Score -2418816 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2419801.500000 Penalty: 3297.680176
	Iteration 7F: 3 clusters Score -2419802 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2421103.750000 Penalty: 3297.680176
	Iteration 8F: 3 clusters Score -2421104 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2422573.250000 Penalty: 3297.680176
	Iteration 9F: 3 clusters Score -2422573 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2423893.500000 Penalty: 3297.680176
	Iteration 10F: 3 clusters Score -2423894 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2424827.750000 Penalty: 3297.680176
	Iteration 11Q: 3 clusters Score -2424828 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2425345.000000 Penalty: 3297.680176
	Iteration 12Q: 3 clusters Score -2425345 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2425671.000000 Penalty: 3297.680176
	Iteration 13Q: 3 clusters Score -2425671 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2425891.250000 Penalty: 3297.680176
	Iteration 14Q: 3 clusters Score -2425891 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2426001.250000 Penalty: 3297.680176
	Iteration 15Q: 3 clusters Score -2426001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2426066.000000 Penalty: 3297.680176
	Iteration 16Q: 3 clusters Score -2426066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2426113.750000 Penalty: 3297.680176
	Iteration 17Q: 3 clusters Score -2426114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2426154.500000 Penalty: 3297.680176
	Iteration 18Q: 3 clusters Score -2426154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2426172.250000 Penalty: 3297.680176
	Iteration 19Q: 3 clusters Score -2426172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2426189.750000 Penalty: 3297.680176
	Iteration 20F: 3 clusters Score -2426190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2426192.000000 Penalty: 3297.680176
	Iteration 21Q: 3 clusters Score -2426192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2426197.000000 Penalty: 3297.680176
	Iteration 22Q: 3 clusters Score -2426197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2426205.250000 Penalty: 3297.680176
	Iteration 23Q: 3 clusters Score -2426205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2426210.000000 Penalty: 3297.680176
	Iteration 24Q: 3 clusters Score -2426210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2426210.500000 Penalty: 3297.680176
	Iteration 25Q: 3 clusters Score -2426210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2426211.500000 Penalty: 3297.680176
	Iteration 26Q: 3 clusters Score -2426212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2426215.250000 Penalty: 3297.680176
	Iteration 27Q: 3 clusters Score -2426215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2426214.250000 Penalty: 3297.680176
	Iteration 28Q: 3 clusters Score -2426214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2426217.250000 Penalty: 3297.680176
	Iteration 29Q: 3 clusters Score -2426217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2426221.750000 Penalty: 3297.680176
	Iteration 30Q: 3 clusters Score -2426222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2426218.750000 Penalty: 3297.680176
	Iteration 31Q: 3 clusters Score -2426219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2426221.500000 Penalty: 3297.680176
	Iteration 32Q: 3 clusters Score -2426222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2426221.500000 Penalty: 3297.680176
	Iteration 33F: 3 clusters Score -2426222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (106535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Entering Unmasked Estep 
Score: -10020013.000000 Penalty: 1881.137207
	Iteration 0F: 2 clusters Score -1.002001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -9948668.000000 Penalty: 3762.274414
	Iteration 0F: 3 clusters Score -9948668 nChanged 50969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -9978943.000000 Penalty: 3762.274414
	Iteration 1F: 3 clusters Score -9978943 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -9980880.000000 Penalty: 3762.274414
	Iteration 2Q: 3 clusters Score -9980880 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -9984489.000000 Penalty: 3762.274414
	Iteration 3F: 3 clusters Score -9984489 nChanged 8448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -9990816.000000 Penalty: 3762.274414
	Iteration 4F: 3 clusters Score -9990816 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -9999995.000000 Penalty: 3762.274414
	Iteration 5F: 3 clusters Score -9999995 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -10008972.000000 Penalty: 3762.274414
	Iteration 6F: 3 clusters Score -1.000897e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101733 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -10014788.000000 Penalty: 3762.274414
	Iteration 7F: 3 clusters Score -1.001479e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104296 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10017371.000000 Penalty: 3762.274414
	Iteration 8Q: 3 clusters Score -1.001737e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105165 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -10018413.000000 Penalty: 3762.274414
	Iteration 9Q: 3 clusters Score -1.001841e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105446 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10018771.000000 Penalty: 3762.274414
	Iteration 10Q: 3 clusters Score -1.001877e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105540 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10018898.000000 Penalty: 3762.274414
	Iteration 11Q: 3 clusters Score -1.00189e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105587 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10018994.000000 Penalty: 3762.274414
	Iteration 12Q: 3 clusters Score -1.001899e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105628 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10019060.000000 Penalty: 3762.274414
	Iteration 13Q: 3 clusters Score -1.001906e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10019149.000000 Penalty: 3762.274414
	Iteration 14Q: 3 clusters Score -1.001915e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10019219.000000 Penalty: 3762.274414
	Iteration 15Q: 3 clusters Score -1.001922e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105690 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -10019293.000000 Penalty: 3762.274414
	Iteration 16Q: 3 clusters Score -1.001929e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105702 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10019345.000000 Penalty: 3762.274414
	Iteration 17Q: 3 clusters Score -1.001934e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105698 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -10019398.000000 Penalty: 3762.274414
	Iteration 18Q: 3 clusters Score -1.00194e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -10019429.000000 Penalty: 3762.274414
	Iteration 19Q: 3 clusters Score -1.001943e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105681 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10019445.000000 Penalty: 3762.274414
	Iteration 20F: 3 clusters Score -1.001944e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10019476.000000 Penalty: 3762.274414
	Iteration 21Q: 3 clusters Score -1.001948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10019484.000000 Penalty: 3762.274414
	Iteration 22Q: 3 clusters Score -1.001948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105659 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10019502.000000 Penalty: 3762.274414
	Iteration 23Q: 3 clusters Score -1.00195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105655 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -10019509.000000 Penalty: 3762.274414
	Iteration 24Q: 3 clusters Score -1.001951e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105651 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10019511.000000 Penalty: 3762.274414
	Iteration 25Q: 3 clusters Score -1.001951e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105649 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10019515.000000 Penalty: 3762.274414
	Iteration 26Q: 3 clusters Score -1.001952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10019524.000000 Penalty: 3762.274414
	Iteration 27Q: 3 clusters Score -1.001952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105638 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10019512.000000 Penalty: 3762.274414
	Iteration 28Q: 3 clusters Score -1.001951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105627 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10019521.000000 Penalty: 3762.274414
	Iteration 29Q: 3 clusters Score -1.001952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105623 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10019535.000000 Penalty: 3762.274414
	Iteration 30Q: 3 clusters Score -1.001954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105619 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10019542.000000 Penalty: 3762.274414
	Iteration 31Q: 3 clusters Score -1.001954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105617 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10019541.000000 Penalty: 3762.274414
	Iteration 32Q: 3 clusters Score -1.001954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105616 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10019540.000000 Penalty: 3762.274414
	Iteration 33Q: 3 clusters Score -1.001954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105615 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10019535.000000 Penalty: 3762.274414
	Iteration 34Q: 3 clusters Score -1.001954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105613 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10019544.000000 Penalty: 3762.274414
	Iteration 35Q: 3 clusters Score -1.001954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105614 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10019542.000000 Penalty: 3762.274414
	Iteration 36Q: 3 clusters Score -1.001954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105611 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10019544.000000 Penalty: 3762.274414
	Iteration 37Q: 3 clusters Score -1.001954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10019548.000000 Penalty: 3762.274414
	Iteration 38Q: 3 clusters Score -1.001955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105610 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10019548.000000 Penalty: 3762.274414
	Iteration 39F: 3 clusters Score -1.001955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Entering Unmasked Estep 
Score: -92925.492188 Penalty: 1133.808228
	Iteration 0F: 2 clusters Score -92925.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -91458.640625 Penalty: 2267.616455
	Iteration 0F: 3 clusters Score -91458.64 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -91866.156250 Penalty: 2267.616455
	Iteration 1F: 3 clusters Score -91866.16 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -92207.140625 Penalty: 2267.616455
	Iteration 2F: 3 clusters Score -92207.14 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92392.210938 Penalty: 2267.616455
	Iteration 3F: 3 clusters Score -92392.21 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -92511.156250 Penalty: 2267.616455
	Iteration 4F: 3 clusters Score -92511.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -92634.570312 Penalty: 2267.616455
	Iteration 5Q: 3 clusters Score -92634.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -92725.601562 Penalty: 2267.616455
	Iteration 6Q: 3 clusters Score -92725.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -92798.742188 Penalty: 2267.616455
	Iteration 7Q: 3 clusters Score -92798.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92853.773438 Penalty: 2267.616455
	Iteration 8Q: 3 clusters Score -92853.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -92886.156250 Penalty: 2267.616455
	Iteration 9Q: 3 clusters Score -92886.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -92915.195312 Penalty: 2267.616455
	Iteration 10Q: 3 clusters Score -92915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -92929.500000 Penalty: 2267.616455
	Iteration 11Q: 3 clusters Score -92929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -92939.656250 Penalty: 2267.616455
	Iteration 12Q: 3 clusters Score -92939.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -92943.968750 Penalty: 2267.616455
	Iteration 13Q: 3 clusters Score -92943.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -92945.593750 Penalty: 2267.616455
	Iteration 14Q: 3 clusters Score -92945.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92945.945312 Penalty: 2267.616455
	Iteration 15Q: 3 clusters Score -92945.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92945.945312 Penalty: 2267.616455
	Iteration 16F: 3 clusters Score -92945.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 106535 members 
Mstep: Class 3 contains 529 members 
Mstep: Class 4 contains 30752 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103018 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10087 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 4156 members 
Mstep: Class 22 contains 543 members 
Entering Unmasked Estep 
Score: -52388532.000000 Penalty: 47366.093750
Splitting cluster 3 changes total score from -52389548.000000 to -52388532.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (30752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Entering Unmasked Estep 
Score: -2952605.500000 Penalty: 1679.228027
	Iteration 0F: 2 clusters Score -2952606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2932007.000000 Penalty: 3358.456055
	Iteration 0F: 3 clusters Score -2932007 nChanged 14117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2940022.750000 Penalty: 3358.456055
	Iteration 1F: 3 clusters Score -2940023 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2940685.500000 Penalty: 3358.456055
	Iteration 2F: 3 clusters Score -2940686 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2941548.750000 Penalty: 3358.456055
	Iteration 3F: 3 clusters Score -2941549 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2942735.000000 Penalty: 3358.456055
	Iteration 4F: 3 clusters Score -2942735 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2944493.500000 Penalty: 3358.456055
	Iteration 5F: 3 clusters Score -2944494 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2946478.250000 Penalty: 3358.456055
	Iteration 6F: 3 clusters Score -2946478 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2947994.750000 Penalty: 3358.456055
	Iteration 7F: 3 clusters Score -2947995 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2948862.000000 Penalty: 3358.456055
	Iteration 8F: 3 clusters Score -2948862 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2949470.750000 Penalty: 3358.456055
	Iteration 9Q: 3 clusters Score -2949471 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2949937.250000 Penalty: 3358.456055
	Iteration 10Q: 3 clusters Score -2949937 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2950292.250000 Penalty: 3358.456055
	Iteration 11Q: 3 clusters Score -2950292 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2950568.750000 Penalty: 3358.456055
	Iteration 12Q: 3 clusters Score -2950569 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2950720.250000 Penalty: 3358.456055
	Iteration 13Q: 3 clusters Score -2950720 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2950840.250000 Penalty: 3358.456055
	Iteration 14Q: 3 clusters Score -2950840 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2950920.250000 Penalty: 3358.456055
	Iteration 15Q: 3 clusters Score -2950920 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2950996.750000 Penalty: 3358.456055
	Iteration 16Q: 3 clusters Score -2950997 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2951086.750000 Penalty: 3358.456055
	Iteration 17Q: 3 clusters Score -2951087 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2951167.250000 Penalty: 3358.456055
	Iteration 18Q: 3 clusters Score -2951167 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2951250.750000 Penalty: 3358.456055
	Iteration 19Q: 3 clusters Score -2951251 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2951328.500000 Penalty: 3358.456055
	Iteration 20F: 3 clusters Score -2951328 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2951417.500000 Penalty: 3358.456055
	Iteration 21Q: 3 clusters Score -2951418 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2951540.750000 Penalty: 3358.456055
	Iteration 22Q: 3 clusters Score -2951541 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2951666.750000 Penalty: 3358.456055
	Iteration 23Q: 3 clusters Score -2951667 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2951810.250000 Penalty: 3358.456055
	Iteration 24Q: 3 clusters Score -2951810 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2951949.750000 Penalty: 3358.456055
	Iteration 25Q: 3 clusters Score -2951950 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2952074.000000 Penalty: 3358.456055
	Iteration 26Q: 3 clusters Score -2952074 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2952200.000000 Penalty: 3358.456055
	Iteration 27Q: 3 clusters Score -2952200 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2952355.000000 Penalty: 3358.456055
	Iteration 28Q: 3 clusters Score -2952355 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2952507.750000 Penalty: 3358.456055
	Iteration 29Q: 3 clusters Score -2952508 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2952641.000000 Penalty: 3358.456055
	Iteration 30Q: 3 clusters Score -2952641 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2952739.750000 Penalty: 3358.456055
	Iteration 31Q: 3 clusters Score -2952740 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2952820.000000 Penalty: 3358.456055
	Iteration 32Q: 3 clusters Score -2952820 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2952893.000000 Penalty: 3358.456055
	Iteration 33Q: 3 clusters Score -2952893 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2952925.000000 Penalty: 3358.456055
	Iteration 34Q: 3 clusters Score -2952925 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2952938.500000 Penalty: 3358.456055
	Iteration 35Q: 3 clusters Score -2952938 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2952955.250000 Penalty: 3358.456055
	Iteration 36Q: 3 clusters Score -2952955 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -2952972.250000 Penalty: 3358.456055
	Iteration 37Q: 3 clusters Score -2952972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2952973.000000 Penalty: 3358.456055
	Iteration 38Q: 3 clusters Score -2952973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2952980.500000 Penalty: 3358.456055
	Iteration 39Q: 3 clusters Score -2952980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2952986.250000 Penalty: 3358.456055
	Iteration 40F: 3 clusters Score -2952986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2952988.750000 Penalty: 3358.456055
	Iteration 41Q: 3 clusters Score -2952989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2952992.250000 Penalty: 3358.456055
	Iteration 42Q: 3 clusters Score -2952992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2952990.250000 Penalty: 3358.456055
	Iteration 43Q: 3 clusters Score -2952990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2952988.750000 Penalty: 3358.456055
	Iteration 44Q: 3 clusters Score -2952989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2952989.500000 Penalty: 3358.456055
	Iteration 45Q: 3 clusters Score -2952990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2952993.500000 Penalty: 3358.456055
	Iteration 46Q: 3 clusters Score -2952994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2952993.500000 Penalty: 3358.456055
	Iteration 47Q: 3 clusters Score -2952994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2952990.750000 Penalty: 3358.456055
	Iteration 48Q: 3 clusters Score -2952991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2952996.750000 Penalty: 3358.456055
	Iteration 49Q: 3 clusters Score -2952997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2952999.000000 Penalty: 3358.456055
	Iteration 50Q: 3 clusters Score -2952999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2952998.250000 Penalty: 3358.456055
	Iteration 51Q: 3 clusters Score -2952998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2953002.250000 Penalty: 3358.456055
	Iteration 52Q: 3 clusters Score -2953002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2953000.000000 Penalty: 3358.456055
	Iteration 53Q: 3 clusters Score -2953000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2953000.000000 Penalty: 3358.456055
	Iteration 54F: 3 clusters Score -2953000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 106535 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 23218 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 11944 members 
Mstep: Class 7 contains 103018 members 
Mstep: Class 8 contains 149323 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 6521 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 10087 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5030 members 
Mstep: Class 16 contains 79422 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 2662 members 
Mstep: Class 19 contains 5360 members 
Mstep: Class 20 contains 2905 members 
Mstep: Class 21 contains 4156 members 
Mstep: Class 22 contains 7534 members 
Entering Unmasked Estep 
Score: -52389348.000000 Penalty: 47366.093750
Splitting cluster 4 changes total score from -52389548.000000 to -52389348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -93127.328125 Penalty: 1136.066284
	Iteration 0F: 2 clusters Score -93127.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -91673.671875 Penalty: 2272.132568
	Iteration 0F: 3 clusters Score -91673.67 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -91990.093750 Penalty: 2272.132568
	Iteration 1F: 3 clusters Score -91990.09 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -92135.703125 Penalty: 2272.132568
	Iteration 2F: 3 clusters Score -92135.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -92263.617188 Penalty: 2272.132568
	Iteration 3F: 3 clusters Score -92263.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -92363.656250 Penalty: 2272.132568
	Iteration 4F: 3 clusters Score -92363.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -92442.718750 Penalty: 2272.132568
	Iteration 5Q: 3 clusters Score -92442.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -92507.304688 Penalty: 2272.132568
	Iteration 6Q: 3 clusters Score -92507.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92539.726562 Penalty: 2272.132568
	Iteration 7Q: 3 clusters Score -92539.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92568.601562 Penalty: 2272.132568
	Iteration 8Q: 3 clusters Score -92568.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92592.679688 Penalty: 2272.132568
	Iteration 9Q: 3 clusters Score -92592.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92611.421875 Penalty: 2272.132568
	Iteration 10Q: 3 clusters Score -92611.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92619.953125 Penalty: 2272.132568
	Iteration 11Q: 3 clusters Score -92619.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92633.632812 Penalty: 2272.132568
	Iteration 12Q: 3 clusters Score -92633.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -92644.398438 Penalty: 2272.132568
	Iteration 13Q: 3 clusters Score -92644.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -92651.195312 Penalty: 2272.132568
	Iteration 14Q: 3 clusters Score -92651.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92658.765625 Penalty: 2272.132568
	Iteration 15Q: 3 clusters Score -92658.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92665.257812 Penalty: 2272.132568
	Iteration 16Q: 3 clusters Score -92665.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92668.281250 Penalty: 2272.132568
	Iteration 17Q: 3 clusters Score -92668.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92670.132812 Penalty: 2272.132568
	Iteration 18Q: 3 clusters Score -92670.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92670.453125 Penalty: 2272.132568
	Iteration 19Q: 3 clusters Score -92670.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92670.453125 Penalty: 2272.132568
	Iteration 20F: 3 clusters Score -92670.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Entering Unmasked Estep 
Score: -1148815.000000 Penalty: 1525.547485
	Iteration 0F: 2 clusters Score -1148815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1140377.625000 Penalty: 3051.094971
	Iteration 0F: 3 clusters Score -1140378 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1143236.125000 Penalty: 3051.094971
	Iteration 1F: 3 clusters Score -1143236 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1143507.375000 Penalty: 3051.094971
	Iteration 2F: 3 clusters Score -1143507 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1143697.125000 Penalty: 3051.094971
	Iteration 3Q: 3 clusters Score -1143697 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1143841.625000 Penalty: 3051.094971
	Iteration 4Q: 3 clusters Score -1143842 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1143974.375000 Penalty: 3051.094971
	Iteration 5Q: 3 clusters Score -1143974 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1144084.000000 Penalty: 3051.094971
	Iteration 6Q: 3 clusters Score -1144084 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1144187.250000 Penalty: 3051.094971
	Iteration 7Q: 3 clusters Score -1144187 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1144298.500000 Penalty: 3051.094971
	Iteration 8Q: 3 clusters Score -1144298 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1144406.125000 Penalty: 3051.094971
	Iteration 9Q: 3 clusters Score -1144406 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1144522.500000 Penalty: 3051.094971
	Iteration 10Q: 3 clusters Score -1144522 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1144695.000000 Penalty: 3051.094971
	Iteration 11Q: 3 clusters Score -1144695 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1144921.500000 Penalty: 3051.094971
	Iteration 12Q: 3 clusters Score -1144922 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1145155.875000 Penalty: 3051.094971
	Iteration 13Q: 3 clusters Score -1145156 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1145399.500000 Penalty: 3051.094971
	Iteration 14Q: 3 clusters Score -1145400 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1145664.750000 Penalty: 3051.094971
	Iteration 15Q: 3 clusters Score -1145665 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1145944.625000 Penalty: 3051.094971
	Iteration 16Q: 3 clusters Score -1145945 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1146207.125000 Penalty: 3051.094971
	Iteration 17Q: 3 clusters Score -1146207 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1146445.875000 Penalty: 3051.094971
	Iteration 18Q: 3 clusters Score -1146446 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1146636.875000 Penalty: 3051.094971
	Iteration 19Q: 3 clusters Score -1146637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1146750.875000 Penalty: 3051.094971
	Iteration 20F: 3 clusters Score -1146751 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1146840.375000 Penalty: 3051.094971
	Iteration 21Q: 3 clusters Score -1146840 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1146928.000000 Penalty: 3051.094971
	Iteration 22Q: 3 clusters Score -1146928 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1146986.250000 Penalty: 3051.094971
	Iteration 23Q: 3 clusters Score -1146986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1147036.375000 Penalty: 3051.094971
	Iteration 24Q: 3 clusters Score -1147036 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1147083.000000 Penalty: 3051.094971
	Iteration 25Q: 3 clusters Score -1147083 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1147137.750000 Penalty: 3051.094971
	Iteration 26Q: 3 clusters Score -1147138 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1147198.875000 Penalty: 3051.094971
	Iteration 27Q: 3 clusters Score -1147199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1147244.000000 Penalty: 3051.094971
	Iteration 28Q: 3 clusters Score -1147244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1147277.125000 Penalty: 3051.094971
	Iteration 29Q: 3 clusters Score -1147277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1147311.750000 Penalty: 3051.094971
	Iteration 30Q: 3 clusters Score -1147312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1147338.125000 Penalty: 3051.094971
	Iteration 31Q: 3 clusters Score -1147338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1147361.750000 Penalty: 3051.094971
	Iteration 32Q: 3 clusters Score -1147362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1147385.250000 Penalty: 3051.094971
	Iteration 33Q: 3 clusters Score -1147385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1147414.375000 Penalty: 3051.094971
	Iteration 34Q: 3 clusters Score -1147414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1147433.625000 Penalty: 3051.094971
	Iteration 35Q: 3 clusters Score -1147434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1147452.625000 Penalty: 3051.094971
	Iteration 36Q: 3 clusters Score -1147453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1147462.000000 Penalty: 3051.094971
	Iteration 37Q: 3 clusters Score -1147462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1147468.250000 Penalty: 3051.094971
	Iteration 38Q: 3 clusters Score -1147468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1147474.250000 Penalty: 3051.094971
	Iteration 39Q: 3 clusters Score -1147474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1147478.000000 Penalty: 3051.094971
	Iteration 40F: 3 clusters Score -1147478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1147480.000000 Penalty: 3051.094971
	Iteration 41Q: 3 clusters Score -1147480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1147483.750000 Penalty: 3051.094971
	Iteration 42Q: 3 clusters Score -1147484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1147484.375000 Penalty: 3051.094971
	Iteration 43Q: 3 clusters Score -1147484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1147485.750000 Penalty: 3051.094971
	Iteration 44Q: 3 clusters Score -1147486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1147484.750000 Penalty: 3051.094971
	Iteration 45Q: 3 clusters Score -1147485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1147486.875000 Penalty: 3051.094971
	Iteration 46Q: 3 clusters Score -1147487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1147486.875000 Penalty: 3051.094971
	Iteration 47F: 3 clusters Score -1147487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (103018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103018 members 
Entering Unmasked Estep 
Score: -9686396.000000 Penalty: 1875.682007
	Iteration 0F: 2 clusters Score -9686396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -9617510.000000 Penalty: 3751.364014
	Iteration 0F: 3 clusters Score -9617510 nChanged 49347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -9647424.000000 Penalty: 3751.364014
	Iteration 1F: 3 clusters Score -9647424 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 57017 members 
Entering Unmasked Estep 
Score: -9649428.000000 Penalty: 3751.364014
	Iteration 2Q: 3 clusters Score -9649428 nChanged 5846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -9652204.000000 Penalty: 3751.364014
	Iteration 3F: 3 clusters Score -9652204 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 64537 members 
Entering Unmasked Estep 
Score: -9655835.000000 Penalty: 3751.364014
	Iteration 4F: 3 clusters Score -9655835 nChanged 7099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -9660027.000000 Penalty: 3751.364014
	Iteration 5F: 3 clusters Score -9660027 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -9664205.000000 Penalty: 3751.364014
	Iteration 6F: 3 clusters Score -9664205 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -9668433.000000 Penalty: 3751.364014
	Iteration 7F: 3 clusters Score -9668433 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -9672577.000000 Penalty: 3751.364014
	Iteration 8F: 3 clusters Score -9672577 nChanged 5071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -9676256.000000 Penalty: 3751.364014
	Iteration 9Q: 3 clusters Score -9676256 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 95929 members 
Entering Unmasked Estep 
Score: -9679381.000000 Penalty: 3751.364014
	Iteration 10Q: 3 clusters Score -9679381 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 98793 members 
Entering Unmasked Estep 
Score: -9681540.000000 Penalty: 3751.364014
	Iteration 11Q: 3 clusters Score -9681540 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -9683017.000000 Penalty: 3751.364014
	Iteration 12Q: 3 clusters Score -9683017 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 101697 members 
Entering Unmasked Estep 
Score: -9683883.000000 Penalty: 3751.364014
	Iteration 13Q: 3 clusters Score -9683883 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -9684390.000000 Penalty: 3751.364014
	Iteration 14Q: 3 clusters Score -9684390 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 102469 members 
Entering Unmasked Estep 
Score: -9684596.000000 Penalty: 3751.364014
	Iteration 15Q: 3 clusters Score -9684596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 102578 members 
Entering Unmasked Estep 
Score: -9684706.000000 Penalty: 3751.364014
	Iteration 16Q: 3 clusters Score -9684706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 102617 members 
Entering Unmasked Estep 
Score: -9684756.000000 Penalty: 3751.364014
	Iteration 17Q: 3 clusters Score -9684756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 102642 members 
Entering Unmasked Estep 
Score: -9684793.000000 Penalty: 3751.364014
	Iteration 18Q: 3 clusters Score -9684793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -9684831.000000 Penalty: 3751.364014
	Iteration 19Q: 3 clusters Score -9684831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 102666 members 
Entering Unmasked Estep 
Score: -9684843.000000 Penalty: 3751.364014
	Iteration 20F: 3 clusters Score -9684843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 102676 members 
Entering Unmasked Estep 
Score: -9684856.000000 Penalty: 3751.364014
	Iteration 21Q: 3 clusters Score -9684856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 102683 members 
Entering Unmasked Estep 
Score: -9684854.000000 Penalty: 3751.364014
	Iteration 22Q: 3 clusters Score -9684854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -9684856.000000 Penalty: 3751.364014
	Iteration 23Q: 3 clusters Score -9684856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 102688 members 
Entering Unmasked Estep 
Score: -9684856.000000 Penalty: 3751.364014
	Iteration 24F: 3 clusters Score -9684856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (149323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Entering Unmasked Estep 
Score: -14177433.000000 Penalty: 1936.003418
	Iteration 0F: 2 clusters Score -1.417743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -14077917.000000 Penalty: 3872.006836
	Iteration 0F: 3 clusters Score -1.407792e+07 nChanged 71946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 68203 members 
Entering Unmasked Estep 
Score: -14121238.000000 Penalty: 3872.006836
	Iteration 1F: 3 clusters Score -1.412124e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 63859 members 
Entering Unmasked Estep 
Score: -14123471.000000 Penalty: 3872.006836
	Iteration 2Q: 3 clusters Score -1.412347e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92125 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -14127373.000000 Penalty: 3872.006836
	Iteration 3F: 3 clusters Score -1.412737e+07 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101811 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -14134183.000000 Penalty: 3872.006836
	Iteration 4F: 3 clusters Score -1.413418e+07 nChanged 12670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113793 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -14144288.000000 Penalty: 3872.006836
	Iteration 5F: 3 clusters Score -1.414429e+07 nChanged 12525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125944 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -14155508.000000 Penalty: 3872.006836
	Iteration 6F: 3 clusters Score -1.415551e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135769 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -14164858.000000 Penalty: 3872.006836
	Iteration 7F: 3 clusters Score -1.416486e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142176 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -14170688.000000 Penalty: 3872.006836
	Iteration 8Q: 3 clusters Score -1.417069e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145665 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -14173644.000000 Penalty: 3872.006836
	Iteration 9Q: 3 clusters Score -1.417364e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147226 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -14174813.000000 Penalty: 3872.006836
	Iteration 10Q: 3 clusters Score -1.417481e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -14175416.000000 Penalty: 3872.006836
	Iteration 11Q: 3 clusters Score -1.417542e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -14175708.000000 Penalty: 3872.006836
	Iteration 12Q: 3 clusters Score -1.417571e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148422 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -14175878.000000 Penalty: 3872.006836
	Iteration 13Q: 3 clusters Score -1.417588e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148505 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -14175948.000000 Penalty: 3872.006836
	Iteration 14Q: 3 clusters Score -1.417595e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148541 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14175974.000000 Penalty: 3872.006836
	Iteration 15Q: 3 clusters Score -1.417597e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148571 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -14175998.000000 Penalty: 3872.006836
	Iteration 16Q: 3 clusters Score -1.4176e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148590 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14176013.000000 Penalty: 3872.006836
	Iteration 17Q: 3 clusters Score -1.417601e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148610 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -14176022.000000 Penalty: 3872.006836
	Iteration 18Q: 3 clusters Score -1.417602e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148627 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -14176041.000000 Penalty: 3872.006836
	Iteration 19Q: 3 clusters Score -1.417604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148637 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -14176057.000000 Penalty: 3872.006836
	Iteration 20F: 3 clusters Score -1.417606e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -14176053.000000 Penalty: 3872.006836
	Iteration 21Q: 3 clusters Score -1.417605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148655 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -14176057.000000 Penalty: 3872.006836
	Iteration 22Q: 3 clusters Score -1.417606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148658 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -14176062.000000 Penalty: 3872.006836
	Iteration 23Q: 3 clusters Score -1.417606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148664 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14176063.000000 Penalty: 3872.006836
	Iteration 24Q: 3 clusters Score -1.417606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148666 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14176073.000000 Penalty: 3872.006836
	Iteration 25Q: 3 clusters Score -1.417607e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148663 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14176087.000000 Penalty: 3872.006836
	Iteration 26Q: 3 clusters Score -1.417609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148656 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14176089.000000 Penalty: 3872.006836
	Iteration 27Q: 3 clusters Score -1.417609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148659 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -14176085.000000 Penalty: 3872.006836
	Iteration 28Q: 3 clusters Score -1.417608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148666 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -14176086.000000 Penalty: 3872.006836
	Iteration 29Q: 3 clusters Score -1.417609e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148669 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -14176082.000000 Penalty: 3872.006836
	Iteration 30Q: 3 clusters Score -1.417608e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -14176092.000000 Penalty: 3872.006836
	Iteration 31Q: 3 clusters Score -1.417609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148680 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14176098.000000 Penalty: 3872.006836
	Iteration 32Q: 3 clusters Score -1.41761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148682 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -14176094.000000 Penalty: 3872.006836
	Iteration 33Q: 3 clusters Score -1.417609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148686 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -14176099.000000 Penalty: 3872.006836
	Iteration 34Q: 3 clusters Score -1.41761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148688 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14176094.000000 Penalty: 3872.006836
	Iteration 35Q: 3 clusters Score -1.417609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148689 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14176095.000000 Penalty: 3872.006836
	Iteration 36Q: 3 clusters Score -1.41761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14176101.000000 Penalty: 3872.006836
	Iteration 37Q: 3 clusters Score -1.41761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14176091.000000 Penalty: 3872.006836
	Iteration 38Q: 3 clusters Score -1.417609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14176099.000000 Penalty: 3872.006836
	Iteration 39Q: 3 clusters Score -1.41761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148689 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -14176099.000000 Penalty: 3872.006836
	Iteration 40F: 3 clusters Score -1.41761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14176102.000000 Penalty: 3872.006836
	Iteration 41Q: 3 clusters Score -1.41761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148690 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -14176119.000000 Penalty: 3872.006836
	Iteration 42Q: 3 clusters Score -1.417612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148693 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -14176102.000000 Penalty: 3872.006836
	Iteration 43Q: 3 clusters Score -1.41761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148696 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -14176097.000000 Penalty: 3872.006836
	Iteration 44Q: 3 clusters Score -1.41761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -14176093.000000 Penalty: 3872.006836
	Iteration 45Q: 3 clusters Score -1.417609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148700 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -14176104.000000 Penalty: 3872.006836
	Iteration 46Q: 3 clusters Score -1.41761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148705 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -14176113.000000 Penalty: 3872.006836
	Iteration 47Q: 3 clusters Score -1.417611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -14176117.000000 Penalty: 3872.006836
	Iteration 48Q: 3 clusters Score -1.417612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -14176113.000000 Penalty: 3872.006836
	Iteration 49Q: 3 clusters Score -1.417611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148709 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -14176117.000000 Penalty: 3872.006836
	Iteration 50Q: 3 clusters Score -1.417612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14176119.000000 Penalty: 3872.006836
	Iteration 51Q: 3 clusters Score -1.417612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148710 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14176119.000000 Penalty: 3872.006836
	Iteration 52F: 3 clusters Score -1.417612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Entering Unmasked Estep 
Score: -327019.906250 Penalty: 1328.160156
	Iteration 0F: 2 clusters Score -327019.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -323992.281250 Penalty: 2656.320312
	Iteration 0F: 3 clusters Score -323992.3 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -325001.187500 Penalty: 2656.320312
	Iteration 1F: 3 clusters Score -325001.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -325341.468750 Penalty: 2656.320312
	Iteration 2F: 3 clusters Score -325341.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -325598.531250 Penalty: 2656.320312
	Iteration 3F: 3 clusters Score -325598.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -325839.937500 Penalty: 2656.320312
	Iteration 4F: 3 clusters Score -325839.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -326116.062500 Penalty: 2656.320312
	Iteration 5F: 3 clusters Score -326116.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -326444.656250 Penalty: 2656.320312
	Iteration 6F: 3 clusters Score -326444.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -326670.500000 Penalty: 2656.320312
	Iteration 7Q: 3 clusters Score -326670.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -326768.468750 Penalty: 2656.320312
	Iteration 8Q: 3 clusters Score -326768.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -326822.625000 Penalty: 2656.320312
	Iteration 9Q: 3 clusters Score -326822.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -326863.656250 Penalty: 2656.320312
	Iteration 10Q: 3 clusters Score -326863.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -326887.781250 Penalty: 2656.320312
	Iteration 11Q: 3 clusters Score -326887.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -326909.312500 Penalty: 2656.320312
	Iteration 12Q: 3 clusters Score -326909.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -326921.875000 Penalty: 2656.320312
	Iteration 13Q: 3 clusters Score -326921.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -326927.968750 Penalty: 2656.320312
	Iteration 14Q: 3 clusters Score -326928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -326932.500000 Penalty: 2656.320312
	Iteration 15Q: 3 clusters Score -326932.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -326935.437500 Penalty: 2656.320312
	Iteration 16Q: 3 clusters Score -326935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -326935.875000 Penalty: 2656.320312
	Iteration 17Q: 3 clusters Score -326935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -326936.531250 Penalty: 2656.320312
	Iteration 18Q: 3 clusters Score -326936.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -326938.718750 Penalty: 2656.320312
	Iteration 19Q: 3 clusters Score -326938.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -326939.750000 Penalty: 2656.320312
	Iteration 20F: 3 clusters Score -326939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -326941.500000 Penalty: 2656.320312
	Iteration 21Q: 3 clusters Score -326941.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -326941.375000 Penalty: 2656.320312
	Iteration 22Q: 3 clusters Score -326941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -326942.718750 Penalty: 2656.320312
	Iteration 23Q: 3 clusters Score -326942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -326942.625000 Penalty: 2656.320312
	Iteration 24Q: 3 clusters Score -326942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -326942.625000 Penalty: 2656.320312
	Iteration 25F: 3 clusters Score -326942.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Entering Unmasked Estep 
Score: -626799.750000 Penalty: 1427.202148
	Iteration 0F: 2 clusters Score -626799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -621846.687500 Penalty: 2854.404297
	Iteration 0F: 3 clusters Score -621846.7 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -623265.125000 Penalty: 2854.404297
	Iteration 1F: 3 clusters Score -623265.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -623447.562500 Penalty: 2854.404297
	Iteration 2F: 3 clusters Score -623447.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -623556.687500 Penalty: 2854.404297
	Iteration 3Q: 3 clusters Score -623556.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -623639.437500 Penalty: 2854.404297
	Iteration 4Q: 3 clusters Score -623639.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -623712.937500 Penalty: 2854.404297
	Iteration 5Q: 3 clusters Score -623712.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -623767.125000 Penalty: 2854.404297
	Iteration 6Q: 3 clusters Score -623767.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -623811.500000 Penalty: 2854.404297
	Iteration 7Q: 3 clusters Score -623811.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -623860.750000 Penalty: 2854.404297
	Iteration 8Q: 3 clusters Score -623860.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -623921.000000 Penalty: 2854.404297
	Iteration 9Q: 3 clusters Score -623921 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -623989.375000 Penalty: 2854.404297
	Iteration 10Q: 3 clusters Score -623989.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -624068.687500 Penalty: 2854.404297
	Iteration 11Q: 3 clusters Score -624068.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -624176.250000 Penalty: 2854.404297
	Iteration 12Q: 3 clusters Score -624176.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -624345.937500 Penalty: 2854.404297
	Iteration 13Q: 3 clusters Score -624345.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -624530.500000 Penalty: 2854.404297
	Iteration 14Q: 3 clusters Score -624530.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -624720.250000 Penalty: 2854.404297
	Iteration 15Q: 3 clusters Score -624720.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -624921.875000 Penalty: 2854.404297
	Iteration 16Q: 3 clusters Score -624921.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -625127.312500 Penalty: 2854.404297
	Iteration 17Q: 3 clusters Score -625127.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -625289.250000 Penalty: 2854.404297
	Iteration 18Q: 3 clusters Score -625289.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -625399.000000 Penalty: 2854.404297
	Iteration 19Q: 3 clusters Score -625399 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -625497.812500 Penalty: 2854.404297
	Iteration 20F: 3 clusters Score -625497.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -625558.437500 Penalty: 2854.404297
	Iteration 21Q: 3 clusters Score -625558.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -625593.687500 Penalty: 2854.404297
	Iteration 22Q: 3 clusters Score -625593.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -625626.625000 Penalty: 2854.404297
	Iteration 23Q: 3 clusters Score -625626.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -625645.625000 Penalty: 2854.404297
	Iteration 24Q: 3 clusters Score -625645.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -625657.750000 Penalty: 2854.404297
	Iteration 25Q: 3 clusters Score -625657.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -625665.500000 Penalty: 2854.404297
	Iteration 26Q: 3 clusters Score -625665.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -625672.375000 Penalty: 2854.404297
	Iteration 27Q: 3 clusters Score -625672.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -625675.250000 Penalty: 2854.404297
	Iteration 28Q: 3 clusters Score -625675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -625677.875000 Penalty: 2854.404297
	Iteration 29Q: 3 clusters Score -625677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -625681.125000 Penalty: 2854.404297
	Iteration 30Q: 3 clusters Score -625681.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -625683.750000 Penalty: 2854.404297
	Iteration 31Q: 3 clusters Score -625683.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -625685.125000 Penalty: 2854.404297
	Iteration 32Q: 3 clusters Score -625685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -625689.500000 Penalty: 2854.404297
	Iteration 33Q: 3 clusters Score -625689.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -625694.312500 Penalty: 2854.404297
	Iteration 34Q: 3 clusters Score -625694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -625697.250000 Penalty: 2854.404297
	Iteration 35Q: 3 clusters Score -625697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -625698.812500 Penalty: 2854.404297
	Iteration 36Q: 3 clusters Score -625698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -625699.625000 Penalty: 2854.404297
	Iteration 37Q: 3 clusters Score -625699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -625702.250000 Penalty: 2854.404297
	Iteration 38Q: 3 clusters Score -625702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -625704.937500 Penalty: 2854.404297
	Iteration 39Q: 3 clusters Score -625704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -625706.375000 Penalty: 2854.404297
	Iteration 40F: 3 clusters Score -625706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -625712.500000 Penalty: 2854.404297
	Iteration 41Q: 3 clusters Score -625712.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -625718.312500 Penalty: 2854.404297
	Iteration 42Q: 3 clusters Score -625718.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -625722.625000 Penalty: 2854.404297
	Iteration 43Q: 3 clusters Score -625722.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -625727.937500 Penalty: 2854.404297
	Iteration 44Q: 3 clusters Score -625727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -625730.750000 Penalty: 2854.404297
	Iteration 45Q: 3 clusters Score -625730.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -625733.812500 Penalty: 2854.404297
	Iteration 46Q: 3 clusters Score -625733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -625738.625000 Penalty: 2854.404297
	Iteration 47Q: 3 clusters Score -625738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -625741.875000 Penalty: 2854.404297
	Iteration 48Q: 3 clusters Score -625741.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -625746.750000 Penalty: 2854.404297
	Iteration 49Q: 3 clusters Score -625746.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -625753.062500 Penalty: 2854.404297
	Iteration 50Q: 3 clusters Score -625753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -625756.625000 Penalty: 2854.404297
	Iteration 51Q: 3 clusters Score -625756.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -625760.562500 Penalty: 2854.404297
	Iteration 52Q: 3 clusters Score -625760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -625764.000000 Penalty: 2854.404297
	Iteration 53Q: 3 clusters Score -625764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -625770.937500 Penalty: 2854.404297
	Iteration 54Q: 3 clusters Score -625770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -625775.312500 Penalty: 2854.404297
	Iteration 55Q: 3 clusters Score -625775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -625779.312500 Penalty: 2854.404297
	Iteration 56Q: 3 clusters Score -625779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -625784.125000 Penalty: 2854.404297
	Iteration 57Q: 3 clusters Score -625784.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -625789.875000 Penalty: 2854.404297
	Iteration 58Q: 3 clusters Score -625789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -625793.312500 Penalty: 2854.404297
	Iteration 59Q: 3 clusters Score -625793.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -625794.375000 Penalty: 2854.404297
	Iteration 60F: 3 clusters Score -625794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -625794.875000 Penalty: 2854.404297
	Iteration 61Q: 3 clusters Score -625794.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -625794.875000 Penalty: 2854.404297
	Iteration 62F: 3 clusters Score -625794.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -393587.468750 Penalty: 1361.002441
	Iteration 0F: 2 clusters Score -393587.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -390022.562500 Penalty: 2722.004883
	Iteration 0F: 3 clusters Score -390022.6 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -390951.625000 Penalty: 2722.004883
	Iteration 1F: 3 clusters Score -390951.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -391116.500000 Penalty: 2722.004883
	Iteration 2F: 3 clusters Score -391116.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -391218.468750 Penalty: 2722.004883
	Iteration 3Q: 3 clusters Score -391218.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -391295.968750 Penalty: 2722.004883
	Iteration 4Q: 3 clusters Score -391296 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -391370.468750 Penalty: 2722.004883
	Iteration 5Q: 3 clusters Score -391370.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -391440.093750 Penalty: 2722.004883
	Iteration 6Q: 3 clusters Score -391440.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -391509.000000 Penalty: 2722.004883
	Iteration 7Q: 3 clusters Score -391509 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -391579.343750 Penalty: 2722.004883
	Iteration 8Q: 3 clusters Score -391579.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -391645.375000 Penalty: 2722.004883
	Iteration 9Q: 3 clusters Score -391645.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -391710.375000 Penalty: 2722.004883
	Iteration 10Q: 3 clusters Score -391710.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -391780.125000 Penalty: 2722.004883
	Iteration 11Q: 3 clusters Score -391780.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -391861.531250 Penalty: 2722.004883
	Iteration 12Q: 3 clusters Score -391861.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -391959.906250 Penalty: 2722.004883
	Iteration 13Q: 3 clusters Score -391959.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -392054.250000 Penalty: 2722.004883
	Iteration 14Q: 3 clusters Score -392054.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -392130.343750 Penalty: 2722.004883
	Iteration 15Q: 3 clusters Score -392130.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -392202.843750 Penalty: 2722.004883
	Iteration 16Q: 3 clusters Score -392202.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -392274.343750 Penalty: 2722.004883
	Iteration 17Q: 3 clusters Score -392274.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -392323.312500 Penalty: 2722.004883
	Iteration 18Q: 3 clusters Score -392323.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -392352.187500 Penalty: 2722.004883
	Iteration 19Q: 3 clusters Score -392352.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -392378.562500 Penalty: 2722.004883
	Iteration 20F: 3 clusters Score -392378.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -392392.812500 Penalty: 2722.004883
	Iteration 21Q: 3 clusters Score -392392.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -392403.468750 Penalty: 2722.004883
	Iteration 22Q: 3 clusters Score -392403.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -392408.500000 Penalty: 2722.004883
	Iteration 23Q: 3 clusters Score -392408.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -392410.781250 Penalty: 2722.004883
	Iteration 24Q: 3 clusters Score -392410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -392413.312500 Penalty: 2722.004883
	Iteration 25Q: 3 clusters Score -392413.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -392415.031250 Penalty: 2722.004883
	Iteration 26Q: 3 clusters Score -392415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -392417.500000 Penalty: 2722.004883
	Iteration 27Q: 3 clusters Score -392417.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -392421.656250 Penalty: 2722.004883
	Iteration 28Q: 3 clusters Score -392421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -392423.906250 Penalty: 2722.004883
	Iteration 29Q: 3 clusters Score -392423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -392425.875000 Penalty: 2722.004883
	Iteration 30Q: 3 clusters Score -392425.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -392426.906250 Penalty: 2722.004883
	Iteration 31Q: 3 clusters Score -392426.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -392428.906250 Penalty: 2722.004883
	Iteration 32Q: 3 clusters Score -392428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -392429.875000 Penalty: 2722.004883
	Iteration 33Q: 3 clusters Score -392429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -392431.625000 Penalty: 2722.004883
	Iteration 34Q: 3 clusters Score -392431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -392431.562500 Penalty: 2722.004883
	Iteration 35Q: 3 clusters Score -392431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -392432.187500 Penalty: 2722.004883
	Iteration 36Q: 3 clusters Score -392432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -392432.187500 Penalty: 2722.004883
	Iteration 37F: 3 clusters Score -392432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Entering Unmasked Estep 
Score: -930776.062500 Penalty: 1498.087891
	Iteration 0F: 2 clusters Score -930776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -923467.812500 Penalty: 2996.175781
	Iteration 0F: 3 clusters Score -923467.8 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -925801.437500 Penalty: 2996.175781
	Iteration 1F: 3 clusters Score -925801.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -926000.812500 Penalty: 2996.175781
	Iteration 2F: 3 clusters Score -926000.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -926150.875000 Penalty: 2996.175781
	Iteration 3Q: 3 clusters Score -926150.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -926285.187500 Penalty: 2996.175781
	Iteration 4Q: 3 clusters Score -926285.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -926400.687500 Penalty: 2996.175781
	Iteration 5Q: 3 clusters Score -926400.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -926521.187500 Penalty: 2996.175781
	Iteration 6Q: 3 clusters Score -926521.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -926668.937500 Penalty: 2996.175781
	Iteration 7Q: 3 clusters Score -926668.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -926824.437500 Penalty: 2996.175781
	Iteration 8Q: 3 clusters Score -926824.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -927022.000000 Penalty: 2996.175781
	Iteration 9Q: 3 clusters Score -927022 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -927290.625000 Penalty: 2996.175781
	Iteration 10Q: 3 clusters Score -927290.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -927640.812500 Penalty: 2996.175781
	Iteration 11F: 3 clusters Score -927640.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -928058.125000 Penalty: 2996.175781
	Iteration 12F: 3 clusters Score -928058.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -928474.625000 Penalty: 2996.175781
	Iteration 13Q: 3 clusters Score -928474.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -928857.250000 Penalty: 2996.175781
	Iteration 14Q: 3 clusters Score -928857.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -929099.437500 Penalty: 2996.175781
	Iteration 15Q: 3 clusters Score -929099.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -929238.437500 Penalty: 2996.175781
	Iteration 16Q: 3 clusters Score -929238.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -929319.000000 Penalty: 2996.175781
	Iteration 17Q: 3 clusters Score -929319 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -929373.750000 Penalty: 2996.175781
	Iteration 18Q: 3 clusters Score -929373.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -929409.625000 Penalty: 2996.175781
	Iteration 19Q: 3 clusters Score -929409.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -929424.562500 Penalty: 2996.175781
	Iteration 20F: 3 clusters Score -929424.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -929440.062500 Penalty: 2996.175781
	Iteration 21Q: 3 clusters Score -929440.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -929457.312500 Penalty: 2996.175781
	Iteration 22Q: 3 clusters Score -929457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -929468.250000 Penalty: 2996.175781
	Iteration 23Q: 3 clusters Score -929468.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -929474.187500 Penalty: 2996.175781
	Iteration 24Q: 3 clusters Score -929474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -929479.625000 Penalty: 2996.175781
	Iteration 25Q: 3 clusters Score -929479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -929483.750000 Penalty: 2996.175781
	Iteration 26Q: 3 clusters Score -929483.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -929483.750000 Penalty: 2996.175781
	Iteration 27F: 3 clusters Score -929483.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -452450.468750 Penalty: 1389.288452
	Iteration 0F: 2 clusters Score -452450.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -448412.968750 Penalty: 2778.576904
	Iteration 0F: 3 clusters Score -448413 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -449843.812500 Penalty: 2778.576904
	Iteration 1F: 3 clusters Score -449843.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -450374.343750 Penalty: 2778.576904
	Iteration 2F: 3 clusters Score -450374.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -450831.843750 Penalty: 2778.576904
	Iteration 3F: 3 clusters Score -450831.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -451223.375000 Penalty: 2778.576904
	Iteration 4F: 3 clusters Score -451223.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -451512.156250 Penalty: 2778.576904
	Iteration 5F: 3 clusters Score -451512.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -451686.781250 Penalty: 2778.576904
	Iteration 6Q: 3 clusters Score -451686.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -451790.750000 Penalty: 2778.576904
	Iteration 7Q: 3 clusters Score -451790.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -451856.906250 Penalty: 2778.576904
	Iteration 8Q: 3 clusters Score -451856.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -451908.343750 Penalty: 2778.576904
	Iteration 9Q: 3 clusters Score -451908.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -451949.093750 Penalty: 2778.576904
	Iteration 10Q: 3 clusters Score -451949.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -451980.687500 Penalty: 2778.576904
	Iteration 11Q: 3 clusters Score -451980.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -452008.125000 Penalty: 2778.576904
	Iteration 12Q: 3 clusters Score -452008.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -452028.000000 Penalty: 2778.576904
	Iteration 13Q: 3 clusters Score -452028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -452044.375000 Penalty: 2778.576904
	Iteration 14Q: 3 clusters Score -452044.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -452054.156250 Penalty: 2778.576904
	Iteration 15Q: 3 clusters Score -452054.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -452060.312500 Penalty: 2778.576904
	Iteration 16Q: 3 clusters Score -452060.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -452065.250000 Penalty: 2778.576904
	Iteration 17Q: 3 clusters Score -452065.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -452071.625000 Penalty: 2778.576904
	Iteration 18Q: 3 clusters Score -452071.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -452076.406250 Penalty: 2778.576904
	Iteration 19Q: 3 clusters Score -452076.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -452081.562500 Penalty: 2778.576904
	Iteration 20F: 3 clusters Score -452081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -452085.031250 Penalty: 2778.576904
	Iteration 21Q: 3 clusters Score -452085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -452088.531250 Penalty: 2778.576904
	Iteration 22Q: 3 clusters Score -452088.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -452089.312500 Penalty: 2778.576904
	Iteration 23Q: 3 clusters Score -452089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -452089.843750 Penalty: 2778.576904
	Iteration 24Q: 3 clusters Score -452089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -452090.937500 Penalty: 2778.576904
	Iteration 25Q: 3 clusters Score -452090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -452091.000000 Penalty: 2778.576904
	Iteration 26Q: 3 clusters Score -452091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -452092.500000 Penalty: 2778.576904
	Iteration 27Q: 3 clusters Score -452092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -452092.843750 Penalty: 2778.576904
	Iteration 28Q: 3 clusters Score -452092.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -452093.937500 Penalty: 2778.576904
	Iteration 29Q: 3 clusters Score -452093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -452094.000000 Penalty: 2778.576904
	Iteration 30Q: 3 clusters Score -452094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -452095.718750 Penalty: 2778.576904
	Iteration 31Q: 3 clusters Score -452095.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -452098.562500 Penalty: 2778.576904
	Iteration 32Q: 3 clusters Score -452098.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -452102.375000 Penalty: 2778.576904
	Iteration 33Q: 3 clusters Score -452102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -452104.906250 Penalty: 2778.576904
	Iteration 34Q: 3 clusters Score -452104.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -452112.093750 Penalty: 2778.576904
	Iteration 35Q: 3 clusters Score -452112.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -452115.218750 Penalty: 2778.576904
	Iteration 36Q: 3 clusters Score -452115.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -452118.781250 Penalty: 2778.576904
	Iteration 37Q: 3 clusters Score -452118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -452122.843750 Penalty: 2778.576904
	Iteration 38Q: 3 clusters Score -452122.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -452125.656250 Penalty: 2778.576904
	Iteration 39Q: 3 clusters Score -452125.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -452127.218750 Penalty: 2778.576904
	Iteration 40F: 3 clusters Score -452127.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -452128.125000 Penalty: 2778.576904
	Iteration 41Q: 3 clusters Score -452128.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -452129.968750 Penalty: 2778.576904
	Iteration 42Q: 3 clusters Score -452130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -452133.687500 Penalty: 2778.576904
	Iteration 43Q: 3 clusters Score -452133.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -452134.937500 Penalty: 2778.576904
	Iteration 44Q: 3 clusters Score -452134.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -452137.406250 Penalty: 2778.576904
	Iteration 45Q: 3 clusters Score -452137.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -452141.156250 Penalty: 2778.576904
	Iteration 46Q: 3 clusters Score -452141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -452141.968750 Penalty: 2778.576904
	Iteration 47Q: 3 clusters Score -452142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -452142.656250 Penalty: 2778.576904
	Iteration 48Q: 3 clusters Score -452142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -452143.625000 Penalty: 2778.576904
	Iteration 49Q: 3 clusters Score -452143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -452145.062500 Penalty: 2778.576904
	Iteration 50Q: 3 clusters Score -452145.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -452145.750000 Penalty: 2778.576904
	Iteration 51Q: 3 clusters Score -452145.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -452145.750000 Penalty: 2778.576904
	Iteration 52F: 3 clusters Score -452145.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -406013.656250 Penalty: 1376.493774
	Iteration 0F: 2 clusters Score -406013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -402194.906250 Penalty: 2752.987549
	Iteration 0F: 3 clusters Score -402194.9 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -403352.468750 Penalty: 2752.987549
	Iteration 1F: 3 clusters Score -403352.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -403649.375000 Penalty: 2752.987549
	Iteration 2F: 3 clusters Score -403649.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -403853.500000 Penalty: 2752.987549
	Iteration 3F: 3 clusters Score -403853.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -404011.093750 Penalty: 2752.987549
	Iteration 4F: 3 clusters Score -404011.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -404142.968750 Penalty: 2752.987549
	Iteration 5Q: 3 clusters Score -404143 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -404286.031250 Penalty: 2752.987549
	Iteration 6Q: 3 clusters Score -404286 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -404441.781250 Penalty: 2752.987549
	Iteration 7Q: 3 clusters Score -404441.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -404596.250000 Penalty: 2752.987549
	Iteration 8Q: 3 clusters Score -404596.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -404720.281250 Penalty: 2752.987549
	Iteration 9Q: 3 clusters Score -404720.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -404804.125000 Penalty: 2752.987549
	Iteration 10Q: 3 clusters Score -404804.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -404870.968750 Penalty: 2752.987549
	Iteration 11Q: 3 clusters Score -404871 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -404933.906250 Penalty: 2752.987549
	Iteration 12Q: 3 clusters Score -404933.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -404995.093750 Penalty: 2752.987549
	Iteration 13Q: 3 clusters Score -404995.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -405047.218750 Penalty: 2752.987549
	Iteration 14Q: 3 clusters Score -405047.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -405079.968750 Penalty: 2752.987549
	Iteration 15Q: 3 clusters Score -405080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -405114.093750 Penalty: 2752.987549
	Iteration 16Q: 3 clusters Score -405114.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -405134.687500 Penalty: 2752.987549
	Iteration 17Q: 3 clusters Score -405134.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -405151.031250 Penalty: 2752.987549
	Iteration 18Q: 3 clusters Score -405151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -405164.500000 Penalty: 2752.987549
	Iteration 19Q: 3 clusters Score -405164.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -405174.968750 Penalty: 2752.987549
	Iteration 20F: 3 clusters Score -405175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -405192.375000 Penalty: 2752.987549
	Iteration 21Q: 3 clusters Score -405192.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -405212.625000 Penalty: 2752.987549
	Iteration 22Q: 3 clusters Score -405212.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -405232.875000 Penalty: 2752.987549
	Iteration 23Q: 3 clusters Score -405232.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -405248.343750 Penalty: 2752.987549
	Iteration 24Q: 3 clusters Score -405248.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -405260.375000 Penalty: 2752.987549
	Iteration 25Q: 3 clusters Score -405260.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -405274.750000 Penalty: 2752.987549
	Iteration 26Q: 3 clusters Score -405274.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -405286.937500 Penalty: 2752.987549
	Iteration 27Q: 3 clusters Score -405286.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -405294.187500 Penalty: 2752.987549
	Iteration 28Q: 3 clusters Score -405294.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -405302.062500 Penalty: 2752.987549
	Iteration 29Q: 3 clusters Score -405302.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -405307.250000 Penalty: 2752.987549
	Iteration 30Q: 3 clusters Score -405307.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -405317.875000 Penalty: 2752.987549
	Iteration 31Q: 3 clusters Score -405317.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -405328.937500 Penalty: 2752.987549
	Iteration 32Q: 3 clusters Score -405328.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -405337.968750 Penalty: 2752.987549
	Iteration 33Q: 3 clusters Score -405338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -405355.312500 Penalty: 2752.987549
	Iteration 34Q: 3 clusters Score -405355.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -405377.937500 Penalty: 2752.987549
	Iteration 35Q: 3 clusters Score -405377.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -405397.406250 Penalty: 2752.987549
	Iteration 36Q: 3 clusters Score -405397.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -405414.562500 Penalty: 2752.987549
	Iteration 37Q: 3 clusters Score -405414.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -405440.531250 Penalty: 2752.987549
	Iteration 38Q: 3 clusters Score -405440.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -405460.625000 Penalty: 2752.987549
	Iteration 39Q: 3 clusters Score -405460.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -405478.687500 Penalty: 2752.987549
	Iteration 40F: 3 clusters Score -405478.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -405490.750000 Penalty: 2752.987549
	Iteration 41Q: 3 clusters Score -405490.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -405498.468750 Penalty: 2752.987549
	Iteration 42Q: 3 clusters Score -405498.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -405505.781250 Penalty: 2752.987549
	Iteration 43Q: 3 clusters Score -405505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -405509.187500 Penalty: 2752.987549
	Iteration 44Q: 3 clusters Score -405509.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -405511.156250 Penalty: 2752.987549
	Iteration 45Q: 3 clusters Score -405511.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -405512.281250 Penalty: 2752.987549
	Iteration 46Q: 3 clusters Score -405512.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -405512.937500 Penalty: 2752.987549
	Iteration 47Q: 3 clusters Score -405512.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -405512.937500 Penalty: 2752.987549
	Iteration 48F: 3 clusters Score -405512.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -456013.156250 Penalty: 1385.015991
	Iteration 0F: 2 clusters Score -456013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -451937.656250 Penalty: 2770.031982
	Iteration 0F: 3 clusters Score -451937.7 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -453082.781250 Penalty: 2770.031982
	Iteration 1F: 3 clusters Score -453082.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -453247.625000 Penalty: 2770.031982
	Iteration 2F: 3 clusters Score -453247.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -453363.062500 Penalty: 2770.031982
	Iteration 3Q: 3 clusters Score -453363.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -453449.375000 Penalty: 2770.031982
	Iteration 4Q: 3 clusters Score -453449.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -453516.718750 Penalty: 2770.031982
	Iteration 5Q: 3 clusters Score -453516.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -453591.875000 Penalty: 2770.031982
	Iteration 6Q: 3 clusters Score -453591.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -453671.781250 Penalty: 2770.031982
	Iteration 7Q: 3 clusters Score -453671.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -453744.218750 Penalty: 2770.031982
	Iteration 8Q: 3 clusters Score -453744.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -453822.468750 Penalty: 2770.031982
	Iteration 9Q: 3 clusters Score -453822.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -453920.062500 Penalty: 2770.031982
	Iteration 10Q: 3 clusters Score -453920.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -454046.906250 Penalty: 2770.031982
	Iteration 11Q: 3 clusters Score -454046.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -454184.562500 Penalty: 2770.031982
	Iteration 12Q: 3 clusters Score -454184.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -454331.312500 Penalty: 2770.031982
	Iteration 13Q: 3 clusters Score -454331.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -454459.531250 Penalty: 2770.031982
	Iteration 14Q: 3 clusters Score -454459.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -454572.250000 Penalty: 2770.031982
	Iteration 15Q: 3 clusters Score -454572.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -454649.562500 Penalty: 2770.031982
	Iteration 16Q: 3 clusters Score -454649.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -454702.250000 Penalty: 2770.031982
	Iteration 17Q: 3 clusters Score -454702.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -454742.625000 Penalty: 2770.031982
	Iteration 18Q: 3 clusters Score -454742.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -454782.500000 Penalty: 2770.031982
	Iteration 19Q: 3 clusters Score -454782.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -454823.843750 Penalty: 2770.031982
	Iteration 20F: 3 clusters Score -454823.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -454851.218750 Penalty: 2770.031982
	Iteration 21Q: 3 clusters Score -454851.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -454876.156250 Penalty: 2770.031982
	Iteration 22Q: 3 clusters Score -454876.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -454888.468750 Penalty: 2770.031982
	Iteration 23Q: 3 clusters Score -454888.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -454905.812500 Penalty: 2770.031982
	Iteration 24Q: 3 clusters Score -454905.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -454921.031250 Penalty: 2770.031982
	Iteration 25Q: 3 clusters Score -454921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -454933.468750 Penalty: 2770.031982
	Iteration 26Q: 3 clusters Score -454933.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -454944.375000 Penalty: 2770.031982
	Iteration 27Q: 3 clusters Score -454944.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -454951.250000 Penalty: 2770.031982
	Iteration 28Q: 3 clusters Score -454951.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -454961.781250 Penalty: 2770.031982
	Iteration 29Q: 3 clusters Score -454961.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -454984.812500 Penalty: 2770.031982
	Iteration 30Q: 3 clusters Score -454984.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -455015.687500 Penalty: 2770.031982
	Iteration 31Q: 3 clusters Score -455015.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -455038.656250 Penalty: 2770.031982
	Iteration 32Q: 3 clusters Score -455038.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -455061.406250 Penalty: 2770.031982
	Iteration 33Q: 3 clusters Score -455061.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -455077.812500 Penalty: 2770.031982
	Iteration 34Q: 3 clusters Score -455077.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -455089.625000 Penalty: 2770.031982
	Iteration 35Q: 3 clusters Score -455089.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -455103.031250 Penalty: 2770.031982
	Iteration 36Q: 3 clusters Score -455103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -455111.718750 Penalty: 2770.031982
	Iteration 37Q: 3 clusters Score -455111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -455119.625000 Penalty: 2770.031982
	Iteration 38Q: 3 clusters Score -455119.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -455125.093750 Penalty: 2770.031982
	Iteration 39Q: 3 clusters Score -455125.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -455133.125000 Penalty: 2770.031982
	Iteration 40F: 3 clusters Score -455133.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -455135.812500 Penalty: 2770.031982
	Iteration 41Q: 3 clusters Score -455135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -455136.812500 Penalty: 2770.031982
	Iteration 42Q: 3 clusters Score -455136.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -455140.500000 Penalty: 2770.031982
	Iteration 43Q: 3 clusters Score -455140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -455142.718750 Penalty: 2770.031982
	Iteration 44Q: 3 clusters Score -455142.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -455145.000000 Penalty: 2770.031982
	Iteration 45Q: 3 clusters Score -455145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -455145.312500 Penalty: 2770.031982
	Iteration 46Q: 3 clusters Score -455145.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -455145.312500 Penalty: 2770.031982
	Iteration 47F: 3 clusters Score -455145.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (79422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79422 members 
Entering Unmasked Estep 
Score: -7611734.500000 Penalty: 1833.411255
	Iteration 0F: 2 clusters Score -7611734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -7558685.500000 Penalty: 3666.822510
	Iteration 0F: 3 clusters Score -7558686 nChanged 37628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -7580541.500000 Penalty: 3666.822510
	Iteration 1F: 3 clusters Score -7580542 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -7581437.000000 Penalty: 3666.822510
	Iteration 2Q: 3 clusters Score -7581437 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -7582842.000000 Penalty: 3666.822510
	Iteration 3Q: 3 clusters Score -7582842 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -7584984.000000 Penalty: 3666.822510
	Iteration 4F: 3 clusters Score -7584984 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -7588513.500000 Penalty: 3666.822510
	Iteration 5F: 3 clusters Score -7588514 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 60513 members 
Entering Unmasked Estep 
Score: -7593467.500000 Penalty: 3666.822510
	Iteration 6F: 3 clusters Score -7593468 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -7598973.500000 Penalty: 3666.822510
	Iteration 7F: 3 clusters Score -7598974 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -7603738.500000 Penalty: 3666.822510
	Iteration 8F: 3 clusters Score -7603738 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 75370 members 
Entering Unmasked Estep 
Score: -7607011.500000 Penalty: 3666.822510
	Iteration 9Q: 3 clusters Score -7607012 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 77423 members 
Entering Unmasked Estep 
Score: -7608753.500000 Penalty: 3666.822510
	Iteration 10Q: 3 clusters Score -7608754 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 78377 members 
Entering Unmasked Estep 
Score: -7609466.000000 Penalty: 3666.822510
	Iteration 11Q: 3 clusters Score -7609466 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 78777 members 
Entering Unmasked Estep 
Score: -7609767.500000 Penalty: 3666.822510
	Iteration 12Q: 3 clusters Score -7609768 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 78972 members 
Entering Unmasked Estep 
Score: -7609938.000000 Penalty: 3666.822510
	Iteration 13Q: 3 clusters Score -7609938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -7610029.000000 Penalty: 3666.822510
	Iteration 14Q: 3 clusters Score -7610029 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 79103 members 
Entering Unmasked Estep 
Score: -7610080.000000 Penalty: 3666.822510
	Iteration 15Q: 3 clusters Score -7610080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -7610098.500000 Penalty: 3666.822510
	Iteration 16Q: 3 clusters Score -7610098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79138 members 
Entering Unmasked Estep 
Score: -7610113.000000 Penalty: 3666.822510
	Iteration 17Q: 3 clusters Score -7610113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -7610131.500000 Penalty: 3666.822510
	Iteration 18Q: 3 clusters Score -7610132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -7610149.500000 Penalty: 3666.822510
	Iteration 19Q: 3 clusters Score -7610150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -7610158.500000 Penalty: 3666.822510
	Iteration 20F: 3 clusters Score -7610158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 79164 members 
Entering Unmasked Estep 
Score: -7610164.500000 Penalty: 3666.822510
	Iteration 21Q: 3 clusters Score -7610164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 79168 members 
Entering Unmasked Estep 
Score: -7610165.000000 Penalty: 3666.822510
	Iteration 22Q: 3 clusters Score -7610165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -7610166.500000 Penalty: 3666.822510
	Iteration 23Q: 3 clusters Score -7610166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 79169 members 
Entering Unmasked Estep 
Score: -7610166.500000 Penalty: 3666.822510
	Iteration 24F: 3 clusters Score -7610166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Entering Unmasked Estep 
Score: -397890.968750 Penalty: 1364.705078
	Iteration 0F: 2 clusters Score -397891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -394308.593750 Penalty: 2729.410156
	Iteration 0F: 3 clusters Score -394308.6 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -395297.156250 Penalty: 2729.410156
	Iteration 1F: 3 clusters Score -395297.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -395460.781250 Penalty: 2729.410156
	Iteration 2F: 3 clusters Score -395460.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -395585.437500 Penalty: 2729.410156
	Iteration 3F: 3 clusters Score -395585.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -395672.437500 Penalty: 2729.410156
	Iteration 4Q: 3 clusters Score -395672.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -395746.937500 Penalty: 2729.410156
	Iteration 5Q: 3 clusters Score -395746.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -395812.593750 Penalty: 2729.410156
	Iteration 6Q: 3 clusters Score -395812.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -395868.968750 Penalty: 2729.410156
	Iteration 7Q: 3 clusters Score -395869 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -395933.000000 Penalty: 2729.410156
	Iteration 8Q: 3 clusters Score -395933 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -395990.718750 Penalty: 2729.410156
	Iteration 9Q: 3 clusters Score -395990.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -396034.937500 Penalty: 2729.410156
	Iteration 10Q: 3 clusters Score -396034.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -396075.375000 Penalty: 2729.410156
	Iteration 11Q: 3 clusters Score -396075.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -396129.812500 Penalty: 2729.410156
	Iteration 12Q: 3 clusters Score -396129.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -396184.750000 Penalty: 2729.410156
	Iteration 13Q: 3 clusters Score -396184.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -396236.187500 Penalty: 2729.410156
	Iteration 14Q: 3 clusters Score -396236.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -396300.375000 Penalty: 2729.410156
	Iteration 15Q: 3 clusters Score -396300.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -396376.281250 Penalty: 2729.410156
	Iteration 16Q: 3 clusters Score -396376.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -396453.718750 Penalty: 2729.410156
	Iteration 17Q: 3 clusters Score -396453.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -396539.468750 Penalty: 2729.410156
	Iteration 18Q: 3 clusters Score -396539.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -396618.312500 Penalty: 2729.410156
	Iteration 19Q: 3 clusters Score -396618.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -396680.968750 Penalty: 2729.410156
	Iteration 20F: 3 clusters Score -396681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -396727.968750 Penalty: 2729.410156
	Iteration 21Q: 3 clusters Score -396728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -396767.531250 Penalty: 2729.410156
	Iteration 22Q: 3 clusters Score -396767.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -396798.343750 Penalty: 2729.410156
	Iteration 23Q: 3 clusters Score -396798.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -396815.375000 Penalty: 2729.410156
	Iteration 24Q: 3 clusters Score -396815.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -396827.687500 Penalty: 2729.410156
	Iteration 25Q: 3 clusters Score -396827.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -396838.000000 Penalty: 2729.410156
	Iteration 26Q: 3 clusters Score -396838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -396847.406250 Penalty: 2729.410156
	Iteration 27Q: 3 clusters Score -396847.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -396855.500000 Penalty: 2729.410156
	Iteration 28Q: 3 clusters Score -396855.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -396860.062500 Penalty: 2729.410156
	Iteration 29Q: 3 clusters Score -396860.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -396865.968750 Penalty: 2729.410156
	Iteration 30Q: 3 clusters Score -396866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -396870.625000 Penalty: 2729.410156
	Iteration 31Q: 3 clusters Score -396870.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -396872.375000 Penalty: 2729.410156
	Iteration 32Q: 3 clusters Score -396872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -396874.343750 Penalty: 2729.410156
	Iteration 33Q: 3 clusters Score -396874.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -396876.562500 Penalty: 2729.410156
	Iteration 34Q: 3 clusters Score -396876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -396877.750000 Penalty: 2729.410156
	Iteration 35Q: 3 clusters Score -396877.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -396878.437500 Penalty: 2729.410156
	Iteration 36Q: 3 clusters Score -396878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -396879.593750 Penalty: 2729.410156
	Iteration 37Q: 3 clusters Score -396879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -396880.906250 Penalty: 2729.410156
	Iteration 38Q: 3 clusters Score -396880.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -396880.750000 Penalty: 2729.410156
	Iteration 39Q: 3 clusters Score -396880.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -396881.781250 Penalty: 2729.410156
	Iteration 40F: 3 clusters Score -396881.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -396883.343750 Penalty: 2729.410156
	Iteration 41Q: 3 clusters Score -396883.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -396885.031250 Penalty: 2729.410156
	Iteration 42Q: 3 clusters Score -396885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -396887.406250 Penalty: 2729.410156
	Iteration 43Q: 3 clusters Score -396887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -396889.687500 Penalty: 2729.410156
	Iteration 44Q: 3 clusters Score -396889.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -396892.843750 Penalty: 2729.410156
	Iteration 45Q: 3 clusters Score -396892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -396894.000000 Penalty: 2729.410156
	Iteration 46Q: 3 clusters Score -396894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -396893.406250 Penalty: 2729.410156
	Iteration 47Q: 3 clusters Score -396893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -396893.687500 Penalty: 2729.410156
	Iteration 48Q: 3 clusters Score -396893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -396893.687500 Penalty: 2729.410156
	Iteration 49F: 3 clusters Score -396893.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -246654.031250 Penalty: 1281.610352
	Iteration 0F: 2 clusters Score -246654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -244179.531250 Penalty: 2563.220703
	Iteration 0F: 3 clusters Score -244179.5 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -244726.359375 Penalty: 2563.220703
	Iteration 1F: 3 clusters Score -244726.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -244840.312500 Penalty: 2563.220703
	Iteration 2F: 3 clusters Score -244840.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -244929.062500 Penalty: 2563.220703
	Iteration 3Q: 3 clusters Score -244929.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -244983.437500 Penalty: 2563.220703
	Iteration 4Q: 3 clusters Score -244983.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -245013.875000 Penalty: 2563.220703
	Iteration 5Q: 3 clusters Score -245013.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -245037.031250 Penalty: 2563.220703
	Iteration 6Q: 3 clusters Score -245037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -245059.250000 Penalty: 2563.220703
	Iteration 7Q: 3 clusters Score -245059.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -245078.203125 Penalty: 2563.220703
	Iteration 8Q: 3 clusters Score -245078.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -245094.546875 Penalty: 2563.220703
	Iteration 9Q: 3 clusters Score -245094.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -245110.937500 Penalty: 2563.220703
	Iteration 10Q: 3 clusters Score -245110.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -245129.875000 Penalty: 2563.220703
	Iteration 11Q: 3 clusters Score -245129.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -245143.406250 Penalty: 2563.220703
	Iteration 12Q: 3 clusters Score -245143.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -245156.937500 Penalty: 2563.220703
	Iteration 13Q: 3 clusters Score -245156.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -245171.406250 Penalty: 2563.220703
	Iteration 14Q: 3 clusters Score -245171.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -245187.250000 Penalty: 2563.220703
	Iteration 15Q: 3 clusters Score -245187.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -245203.078125 Penalty: 2563.220703
	Iteration 16Q: 3 clusters Score -245203.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -245214.140625 Penalty: 2563.220703
	Iteration 17Q: 3 clusters Score -245214.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -245222.609375 Penalty: 2563.220703
	Iteration 18Q: 3 clusters Score -245222.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -245235.640625 Penalty: 2563.220703
	Iteration 19Q: 3 clusters Score -245235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -245241.281250 Penalty: 2563.220703
	Iteration 20F: 3 clusters Score -245241.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -245250.921875 Penalty: 2563.220703
	Iteration 21Q: 3 clusters Score -245250.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -245259.250000 Penalty: 2563.220703
	Iteration 22Q: 3 clusters Score -245259.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -245269.156250 Penalty: 2563.220703
	Iteration 23Q: 3 clusters Score -245269.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -245275.062500 Penalty: 2563.220703
	Iteration 24Q: 3 clusters Score -245275.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -245282.031250 Penalty: 2563.220703
	Iteration 25Q: 3 clusters Score -245282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -245288.687500 Penalty: 2563.220703
	Iteration 26Q: 3 clusters Score -245288.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -245293.453125 Penalty: 2563.220703
	Iteration 27Q: 3 clusters Score -245293.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -245297.875000 Penalty: 2563.220703
	Iteration 28Q: 3 clusters Score -245297.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -245301.640625 Penalty: 2563.220703
	Iteration 29Q: 3 clusters Score -245301.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -245305.578125 Penalty: 2563.220703
	Iteration 30Q: 3 clusters Score -245305.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -245308.593750 Penalty: 2563.220703
	Iteration 31Q: 3 clusters Score -245308.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -245309.656250 Penalty: 2563.220703
	Iteration 32Q: 3 clusters Score -245309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -245312.703125 Penalty: 2563.220703
	Iteration 33Q: 3 clusters Score -245312.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -245321.828125 Penalty: 2563.220703
	Iteration 34Q: 3 clusters Score -245321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -245334.687500 Penalty: 2563.220703
	Iteration 35Q: 3 clusters Score -245334.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -245347.359375 Penalty: 2563.220703
	Iteration 36Q: 3 clusters Score -245347.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -245356.437500 Penalty: 2563.220703
	Iteration 37Q: 3 clusters Score -245356.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -245360.765625 Penalty: 2563.220703
	Iteration 38Q: 3 clusters Score -245360.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -245364.312500 Penalty: 2563.220703
	Iteration 39Q: 3 clusters Score -245364.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -245372.906250 Penalty: 2563.220703
	Iteration 40F: 3 clusters Score -245372.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -245383.828125 Penalty: 2563.220703
	Iteration 41Q: 3 clusters Score -245383.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -245391.656250 Penalty: 2563.220703
	Iteration 42Q: 3 clusters Score -245391.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -245396.250000 Penalty: 2563.220703
	Iteration 43Q: 3 clusters Score -245396.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -245400.515625 Penalty: 2563.220703
	Iteration 44Q: 3 clusters Score -245400.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -245406.078125 Penalty: 2563.220703
	Iteration 45Q: 3 clusters Score -245406.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -245413.265625 Penalty: 2563.220703
	Iteration 46Q: 3 clusters Score -245413.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -245420.500000 Penalty: 2563.220703
	Iteration 47Q: 3 clusters Score -245420.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -245426.406250 Penalty: 2563.220703
	Iteration 48Q: 3 clusters Score -245426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -245434.859375 Penalty: 2563.220703
	Iteration 49Q: 3 clusters Score -245434.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -245439.078125 Penalty: 2563.220703
	Iteration 50Q: 3 clusters Score -245439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -245443.187500 Penalty: 2563.220703
	Iteration 51Q: 3 clusters Score -245443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -245446.015625 Penalty: 2563.220703
	Iteration 52Q: 3 clusters Score -245446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -245447.156250 Penalty: 2563.220703
	Iteration 53Q: 3 clusters Score -245447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -245448.546875 Penalty: 2563.220703
	Iteration 54Q: 3 clusters Score -245448.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -245450.562500 Penalty: 2563.220703
	Iteration 55Q: 3 clusters Score -245450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -245453.171875 Penalty: 2563.220703
	Iteration 56Q: 3 clusters Score -245453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -245454.734375 Penalty: 2563.220703
	Iteration 57Q: 3 clusters Score -245454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -245455.734375 Penalty: 2563.220703
	Iteration 58Q: 3 clusters Score -245455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -245457.000000 Penalty: 2563.220703
	Iteration 59Q: 3 clusters Score -245457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -245457.421875 Penalty: 2563.220703
	Iteration 60F: 3 clusters Score -245457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -245458.093750 Penalty: 2563.220703
	Iteration 61Q: 3 clusters Score -245458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -245460.078125 Penalty: 2563.220703
	Iteration 62Q: 3 clusters Score -245460.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -245462.375000 Penalty: 2563.220703
	Iteration 63Q: 3 clusters Score -245462.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -245464.656250 Penalty: 2563.220703
	Iteration 64Q: 3 clusters Score -245464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -245466.281250 Penalty: 2563.220703
	Iteration 65Q: 3 clusters Score -245466.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -245467.578125 Penalty: 2563.220703
	Iteration 66Q: 3 clusters Score -245467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -245470.484375 Penalty: 2563.220703
	Iteration 67Q: 3 clusters Score -245470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -245471.078125 Penalty: 2563.220703
	Iteration 68Q: 3 clusters Score -245471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -245471.750000 Penalty: 2563.220703
	Iteration 69Q: 3 clusters Score -245471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -245471.750000 Penalty: 2563.220703
	Iteration 70F: 3 clusters Score -245471.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -508566.781250 Penalty: 1395.341919
	Iteration 0F: 2 clusters Score -508566.8 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 2665 members 
Entering Unmasked Estep 
Score: -504349.093750 Penalty: 2790.683838
	Iteration 0F: 3 clusters Score -504349.1 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -505641.937500 Penalty: 2790.683838
	Iteration 1F: 3 clusters Score -505641.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -505944.218750 Penalty: 2790.683838
	Iteration 2F: 3 clusters Score -505944.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -506250.937500 Penalty: 2790.683838
	Iteration 3F: 3 clusters Score -506250.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -506533.343750 Penalty: 2790.683838
	Iteration 4F: 3 clusters Score -506533.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -506795.062500 Penalty: 2790.683838
	Iteration 5F: 3 clusters Score -506795.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -507018.937500 Penalty: 2790.683838
	Iteration 6F: 3 clusters Score -507018.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -507170.875000 Penalty: 2790.683838
	Iteration 7Q: 3 clusters Score -507170.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -507266.406250 Penalty: 2790.683838
	Iteration 8Q: 3 clusters Score -507266.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -507334.687500 Penalty: 2790.683838
	Iteration 9Q: 3 clusters Score -507334.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -507382.125000 Penalty: 2790.683838
	Iteration 10Q: 3 clusters Score -507382.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -507415.718750 Penalty: 2790.683838
	Iteration 11Q: 3 clusters Score -507415.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -507442.656250 Penalty: 2790.683838
	Iteration 12Q: 3 clusters Score -507442.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -507459.718750 Penalty: 2790.683838
	Iteration 13Q: 3 clusters Score -507459.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -507471.562500 Penalty: 2790.683838
	Iteration 14Q: 3 clusters Score -507471.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -507479.781250 Penalty: 2790.683838
	Iteration 15Q: 3 clusters Score -507479.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -507484.937500 Penalty: 2790.683838
	Iteration 16Q: 3 clusters Score -507484.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -507488.812500 Penalty: 2790.683838
	Iteration 17Q: 3 clusters Score -507488.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -507490.687500 Penalty: 2790.683838
	Iteration 18Q: 3 clusters Score -507490.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -507494.437500 Penalty: 2790.683838
	Iteration 19Q: 3 clusters Score -507494.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -507500.281250 Penalty: 2790.683838
	Iteration 20F: 3 clusters Score -507500.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -507505.687500 Penalty: 2790.683838
	Iteration 21Q: 3 clusters Score -507505.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -507510.531250 Penalty: 2790.683838
	Iteration 22Q: 3 clusters Score -507510.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -507513.468750 Penalty: 2790.683838
	Iteration 23Q: 3 clusters Score -507513.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -507515.968750 Penalty: 2790.683838
	Iteration 24Q: 3 clusters Score -507516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -507518.000000 Penalty: 2790.683838
	Iteration 25Q: 3 clusters Score -507518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -507521.468750 Penalty: 2790.683838
	Iteration 26Q: 3 clusters Score -507521.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -507523.187500 Penalty: 2790.683838
	Iteration 27Q: 3 clusters Score -507523.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -507525.218750 Penalty: 2790.683838
	Iteration 28Q: 3 clusters Score -507525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -507525.156250 Penalty: 2790.683838
	Iteration 29Q: 3 clusters Score -507525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -507524.937500 Penalty: 2790.683838
	Iteration 30Q: 3 clusters Score -507524.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -507524.937500 Penalty: 2790.683838
	Iteration 31F: 3 clusters Score -507524.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -276428.562500 Penalty: 1295.805664
	Iteration 0F: 2 clusters Score -276428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -273752.843750 Penalty: 2591.611328
	Iteration 0F: 3 clusters Score -273752.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -274416.406250 Penalty: 2591.611328
	Iteration 1F: 3 clusters Score -274416.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -274595.000000 Penalty: 2591.611328
	Iteration 2F: 3 clusters Score -274595 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -274704.812500 Penalty: 2591.611328
	Iteration 3F: 3 clusters Score -274704.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -274782.156250 Penalty: 2591.611328
	Iteration 4Q: 3 clusters Score -274782.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -274839.281250 Penalty: 2591.611328
	Iteration 5Q: 3 clusters Score -274839.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -274882.968750 Penalty: 2591.611328
	Iteration 6Q: 3 clusters Score -274883 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -274936.718750 Penalty: 2591.611328
	Iteration 7Q: 3 clusters Score -274936.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -274984.500000 Penalty: 2591.611328
	Iteration 8Q: 3 clusters Score -274984.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -275022.781250 Penalty: 2591.611328
	Iteration 9Q: 3 clusters Score -275022.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -275061.187500 Penalty: 2591.611328
	Iteration 10Q: 3 clusters Score -275061.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -275091.312500 Penalty: 2591.611328
	Iteration 11Q: 3 clusters Score -275091.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -275109.718750 Penalty: 2591.611328
	Iteration 12Q: 3 clusters Score -275109.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -275118.718750 Penalty: 2591.611328
	Iteration 13Q: 3 clusters Score -275118.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -275131.093750 Penalty: 2591.611328
	Iteration 14Q: 3 clusters Score -275131.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -275141.562500 Penalty: 2591.611328
	Iteration 15Q: 3 clusters Score -275141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -275147.406250 Penalty: 2591.611328
	Iteration 16Q: 3 clusters Score -275147.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -275151.406250 Penalty: 2591.611328
	Iteration 17Q: 3 clusters Score -275151.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -275161.281250 Penalty: 2591.611328
	Iteration 18Q: 3 clusters Score -275161.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -275169.218750 Penalty: 2591.611328
	Iteration 19Q: 3 clusters Score -275169.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -275178.218750 Penalty: 2591.611328
	Iteration 20F: 3 clusters Score -275178.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -275182.750000 Penalty: 2591.611328
	Iteration 21Q: 3 clusters Score -275182.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -275187.375000 Penalty: 2591.611328
	Iteration 22Q: 3 clusters Score -275187.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -275192.093750 Penalty: 2591.611328
	Iteration 23Q: 3 clusters Score -275192.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -275197.000000 Penalty: 2591.611328
	Iteration 24Q: 3 clusters Score -275197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -275200.000000 Penalty: 2591.611328
	Iteration 25Q: 3 clusters Score -275200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -275202.187500 Penalty: 2591.611328
	Iteration 26Q: 3 clusters Score -275202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -275206.156250 Penalty: 2591.611328
	Iteration 27Q: 3 clusters Score -275206.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -275211.406250 Penalty: 2591.611328
	Iteration 28Q: 3 clusters Score -275211.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -275216.531250 Penalty: 2591.611328
	Iteration 29Q: 3 clusters Score -275216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -275220.906250 Penalty: 2591.611328
	Iteration 30Q: 3 clusters Score -275220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -275223.875000 Penalty: 2591.611328
	Iteration 31Q: 3 clusters Score -275223.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -275225.687500 Penalty: 2591.611328
	Iteration 32Q: 3 clusters Score -275225.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -275226.937500 Penalty: 2591.611328
	Iteration 33Q: 3 clusters Score -275226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -275228.218750 Penalty: 2591.611328
	Iteration 34Q: 3 clusters Score -275228.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -275228.812500 Penalty: 2591.611328
	Iteration 35Q: 3 clusters Score -275228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -275231.125000 Penalty: 2591.611328
	Iteration 36Q: 3 clusters Score -275231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -275231.781250 Penalty: 2591.611328
	Iteration 37Q: 3 clusters Score -275231.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -275231.843750 Penalty: 2591.611328
	Iteration 38Q: 3 clusters Score -275231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -275232.125000 Penalty: 2591.611328
	Iteration 39Q: 3 clusters Score -275232.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -275232.250000 Penalty: 2591.611328
	Iteration 40F: 3 clusters Score -275232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Entering Unmasked Estep 
Score: -386519.531250 Penalty: 1354.000122
	Iteration 0F: 2 clusters Score -386519.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -383127.437500 Penalty: 2708.000244
	Iteration 0F: 3 clusters Score -383127.4 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -384124.593750 Penalty: 2708.000244
	Iteration 1F: 3 clusters Score -384124.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -384311.281250 Penalty: 2708.000244
	Iteration 2F: 3 clusters Score -384311.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -384448.906250 Penalty: 2708.000244
	Iteration 3Q: 3 clusters Score -384448.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -384547.718750 Penalty: 2708.000244
	Iteration 4Q: 3 clusters Score -384547.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -384613.218750 Penalty: 2708.000244
	Iteration 5Q: 3 clusters Score -384613.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -384674.656250 Penalty: 2708.000244
	Iteration 6Q: 3 clusters Score -384674.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -384718.187500 Penalty: 2708.000244
	Iteration 7Q: 3 clusters Score -384718.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -384757.593750 Penalty: 2708.000244
	Iteration 8Q: 3 clusters Score -384757.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -384801.718750 Penalty: 2708.000244
	Iteration 9Q: 3 clusters Score -384801.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -384862.656250 Penalty: 2708.000244
	Iteration 10Q: 3 clusters Score -384862.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -384933.531250 Penalty: 2708.000244
	Iteration 11Q: 3 clusters Score -384933.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -385009.906250 Penalty: 2708.000244
	Iteration 12Q: 3 clusters Score -385009.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -385071.656250 Penalty: 2708.000244
	Iteration 13Q: 3 clusters Score -385071.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -385111.906250 Penalty: 2708.000244
	Iteration 14Q: 3 clusters Score -385111.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -385146.843750 Penalty: 2708.000244
	Iteration 15Q: 3 clusters Score -385146.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -385183.875000 Penalty: 2708.000244
	Iteration 16Q: 3 clusters Score -385183.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -385207.187500 Penalty: 2708.000244
	Iteration 17Q: 3 clusters Score -385207.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -385224.031250 Penalty: 2708.000244
	Iteration 18Q: 3 clusters Score -385224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -385236.562500 Penalty: 2708.000244
	Iteration 19Q: 3 clusters Score -385236.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -385251.125000 Penalty: 2708.000244
	Iteration 20F: 3 clusters Score -385251.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -385265.031250 Penalty: 2708.000244
	Iteration 21Q: 3 clusters Score -385265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -385279.406250 Penalty: 2708.000244
	Iteration 22Q: 3 clusters Score -385279.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -385293.843750 Penalty: 2708.000244
	Iteration 23Q: 3 clusters Score -385293.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -385304.343750 Penalty: 2708.000244
	Iteration 24Q: 3 clusters Score -385304.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -385313.062500 Penalty: 2708.000244
	Iteration 25Q: 3 clusters Score -385313.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -385324.062500 Penalty: 2708.000244
	Iteration 26Q: 3 clusters Score -385324.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -385335.781250 Penalty: 2708.000244
	Iteration 27Q: 3 clusters Score -385335.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -385348.562500 Penalty: 2708.000244
	Iteration 28Q: 3 clusters Score -385348.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -385356.875000 Penalty: 2708.000244
	Iteration 29Q: 3 clusters Score -385356.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -385364.375000 Penalty: 2708.000244
	Iteration 30Q: 3 clusters Score -385364.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -385366.750000 Penalty: 2708.000244
	Iteration 31Q: 3 clusters Score -385366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -385367.375000 Penalty: 2708.000244
	Iteration 32Q: 3 clusters Score -385367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -385368.125000 Penalty: 2708.000244
	Iteration 33Q: 3 clusters Score -385368.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -385368.218750 Penalty: 2708.000244
	Iteration 34Q: 3 clusters Score -385368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -385369.593750 Penalty: 2708.000244
	Iteration 35Q: 3 clusters Score -385369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -385370.062500 Penalty: 2708.000244
	Iteration 36Q: 3 clusters Score -385370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -385372.468750 Penalty: 2708.000244
	Iteration 37Q: 3 clusters Score -385372.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -385371.906250 Penalty: 2708.000244
	Iteration 38Q: 3 clusters Score -385371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -385371.906250 Penalty: 2708.000244
	Iteration 39F: 3 clusters Score -385371.9 nChanged 0
--- Evaluating fit on full set of 1702945 points ---
Entering Unmasked Estep 
Score: -157551952.000000 Penalty: 48962.105469
20->22 Clusters: Score -157551952.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 567648 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 28450 members 
Mstep: Class 3 contains 28164 members 
Mstep: Class 4 contains 28290 members 
Mstep: Class 5 contains 28417 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 28336 members 
Mstep: Class 8 contains 28432 members 
Mstep: Class 9 contains 28284 members 
Mstep: Class 10 contains 28201 members 
Mstep: Class 11 contains 28239 members 
Mstep: Class 12 contains 28487 members 
Mstep: Class 13 contains 28553 members 
Mstep: Class 14 contains 28723 members 
Mstep: Class 15 contains 28169 members 
Mstep: Class 16 contains 28685 members 
Mstep: Class 17 contains 28386 members 
Mstep: Class 18 contains 28311 members 
Mstep: Class 19 contains 28404 members 
Mstep: Class 20 contains 28367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 471.434479 but Gain 2153.003906
Score: -49723480.000000 Penalty: 40907.082031
Iteration 0F: 20 clusters Score -4.972348e+07 nChanged 535335
Entering Unmasked Mstep 
Mstep: Class 0 contains 240 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 17117 members 
Mstep: Class 3 contains 12854 members 
Mstep: Class 4 contains 29297 members 
Mstep: Class 5 contains 12293 members 
Mstep: Class 6 contains 29364 members 
Mstep: Class 7 contains 12690 members 
Mstep: Class 8 contains 70438 members 
Mstep: Class 9 contains 61946 members 
Mstep: Class 10 contains 19642 members 
Mstep: Class 11 contains 31657 members 
Mstep: Class 12 contains 19719 members 
Mstep: Class 13 contains 22578 members 
Mstep: Class 14 contains 37661 members 
Mstep: Class 16 contains 38094 members 
Mstep: Class 17 contains 50543 members 
Mstep: Class 18 contains 40795 members 
Mstep: Class 19 contains 26200 members 
Mstep: Class 20 contains 17530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51042004.000000 Penalty: 40907.082031
Iteration 1F: 20 clusters Score -5.1042e+07 nChanged 199444
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 13208 members 
Mstep: Class 3 contains 6037 members 
Mstep: Class 4 contains 26859 members 
Mstep: Class 5 contains 7161 members 
Mstep: Class 6 contains 26746 members 
Mstep: Class 7 contains 7117 members 
Mstep: Class 8 contains 75915 members 
Mstep: Class 9 contains 68884 members 
Mstep: Class 10 contains 19281 members 
Mstep: Class 11 contains 39775 members 
Mstep: Class 12 contains 11754 members 
Mstep: Class 13 contains 18160 members 
Mstep: Class 14 contains 43575 members 
Mstep: Class 16 contains 42903 members 
Mstep: Class 17 contains 64957 members 
Mstep: Class 18 contains 50276 members 
Mstep: Class 19 contains 22546 members 
Mstep: Class 20 contains 12112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51422224.000000 Penalty: 40907.082031
Iteration 2F: 20 clusters Score -5.142222e+07 nChanged 157194
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 12540 members 
Mstep: Class 3 contains 2462 members 
Mstep: Class 4 contains 18530 members 
Mstep: Class 5 contains 4055 members 
Mstep: Class 6 contains 15940 members 
Mstep: Class 7 contains 3876 members 
Mstep: Class 8 contains 77518 members 
Mstep: Class 9 contains 77554 members 
Mstep: Class 10 contains 23667 members 
Mstep: Class 11 contains 50966 members 
Mstep: Class 12 contains 6683 members 
Mstep: Class 13 contains 18123 members 
Mstep: Class 14 contains 46592 members 
Mstep: Class 16 contains 44220 members 
Mstep: Class 17 contains 73618 members 
Mstep: Class 18 contains 61161 members 
Mstep: Class 19 contains 15706 members 
Mstep: Class 20 contains 6609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1238.264038 but Gain 2153.003906
Score: -51744100.000000 Penalty: 38754.078125
Iteration 3F: 19 clusters Score -5.17441e+07 nChanged 129465
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 14183 members 
Mstep: Class 4 contains 11048 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 71111 members 
Mstep: Class 9 contains 87649 members 
Mstep: Class 10 contains 29937 members 
Mstep: Class 11 contains 60524 members 
Mstep: Class 12 contains 4114 members 
Mstep: Class 13 contains 19635 members 
Mstep: Class 14 contains 47170 members 
Mstep: Class 16 contains 41307 members 
Mstep: Class 17 contains 71261 members 
Mstep: Class 18 contains 77034 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 20 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 892.627258 but Gain 2153.003906
Score: -51953100.000000 Penalty: 36601.074219
Iteration 4F: 18 clusters Score -5.19531e+07 nChanged 95592
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 16036 members 
Mstep: Class 4 contains 7875 members 
Mstep: Class 5 contains 1419 members 
Mstep: Class 6 contains 2895 members 
Mstep: Class 8 contains 64768 members 
Mstep: Class 9 contains 99999 members 
Mstep: Class 10 contains 32841 members 
Mstep: Class 11 contains 68594 members 
Mstep: Class 12 contains 4665 members 
Mstep: Class 13 contains 19559 members 
Mstep: Class 14 contains 42428 members 
Mstep: Class 16 contains 35647 members 
Mstep: Class 17 contains 60085 members 
Mstep: Class 18 contains 93132 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 717.686829 but Gain 2153.003906
Score: -52070660.000000 Penalty: 34448.070312
Iteration 5F: 17 clusters Score -5.207066e+07 nChanged 71187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 17093 members 
Mstep: Class 4 contains 7194 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 1644 members 
Mstep: Class 8 contains 60683 members 
Mstep: Class 9 contains 110385 members 
Mstep: Class 10 contains 33396 members 
Mstep: Class 11 contains 76649 members 
Mstep: Class 12 contains 5795 members 
Mstep: Class 13 contains 18484 members 
Mstep: Class 14 contains 33940 members 
Mstep: Class 16 contains 28858 members 
Mstep: Class 17 contains 49178 members 
Mstep: Class 18 contains 108352 members 
Mstep: Class 19 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1355.028442 but Gain 2153.005859
Score: -52139932.000000 Penalty: 32295.064453
Iteration 6F: 16 clusters Score -5.213993e+07 nChanged 53690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 18546 members 
Mstep: Class 4 contains 7373 members 
Mstep: Class 5 contains 1153 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 8 contains 57013 members 
Mstep: Class 9 contains 115027 members 
Mstep: Class 10 contains 33280 members 
Mstep: Class 11 contains 85270 members 
Mstep: Class 12 contains 6944 members 
Mstep: Class 13 contains 17170 members 
Mstep: Class 14 contains 23914 members 
Mstep: Class 16 contains 21950 members 
Mstep: Class 17 contains 45592 members 
Mstep: Class 18 contains 120726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1724.426025 but Gain 2153.003906
Score: -52194352.000000 Penalty: 30142.060547
Iteration 7F: 15 clusters Score -5.219435e+07 nChanged 41909
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 20503 members 
Mstep: Class 4 contains 7858 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 8 contains 51780 members 
Mstep: Class 9 contains 117021 members 
Mstep: Class 10 contains 32918 members 
Mstep: Class 11 contains 93650 members 
Mstep: Class 12 contains 7900 members 
Mstep: Class 13 contains 15501 members 
Mstep: Class 14 contains 14518 members 
Mstep: Class 16 contains 15408 members 
Mstep: Class 17 contains 47893 members 
Mstep: Class 18 contains 129029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52233392.000000 Penalty: 30142.060547
Iteration 8F: 15 clusters Score -5.223339e+07 nChanged 32899
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 22418 members 
Mstep: Class 4 contains 8940 members 
Mstep: Class 6 contains 1369 members 
Mstep: Class 8 contains 45982 members 
Mstep: Class 9 contains 117739 members 
Mstep: Class 10 contains 32521 members 
Mstep: Class 11 contains 100506 members 
Mstep: Class 12 contains 8648 members 
Mstep: Class 13 contains 13828 members 
Mstep: Class 14 contains 7450 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 51572 members 
Mstep: Class 18 contains 134235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52262196.000000 Penalty: 30142.060547
Iteration 9F: 15 clusters Score -5.22622e+07 nChanged 27602
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 24693 members 
Mstep: Class 4 contains 10872 members 
Mstep: Class 6 contains 1535 members 
Mstep: Class 8 contains 40204 members 
Mstep: Class 9 contains 117898 members 
Mstep: Class 10 contains 32140 members 
Mstep: Class 11 contains 104707 members 
Mstep: Class 12 contains 9211 members 
Mstep: Class 13 contains 12046 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 16 contains 6541 members 
Mstep: Class 17 contains 56356 members 
Mstep: Class 18 contains 135937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52291648.000000 Penalty: 30142.060547
Iteration 10Q: 15 clusters Score -5.229165e+07 nChanged 24163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 27260 members 
Mstep: Class 4 contains 12533 members 
Mstep: Class 6 contains 1710 members 
Mstep: Class 8 contains 34380 members 
Mstep: Class 9 contains 117729 members 
Mstep: Class 10 contains 31842 members 
Mstep: Class 11 contains 106676 members 
Mstep: Class 12 contains 9642 members 
Mstep: Class 13 contains 9995 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 16 contains 4004 members 
Mstep: Class 17 contains 61958 members 
Mstep: Class 18 contains 136284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1992.495850 but Gain 2153.005859
Score: -52319740.000000 Penalty: 27989.054688
Iteration 11Q: 14 clusters Score -5.231974e+07 nChanged 19800
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 30190 members 
Mstep: Class 4 contains 12786 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 8 contains 29357 members 
Mstep: Class 9 contains 117462 members 
Mstep: Class 10 contains 31550 members 
Mstep: Class 11 contains 108192 members 
Mstep: Class 12 contains 10011 members 
Mstep: Class 13 contains 7571 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 66139 members 
Mstep: Class 18 contains 138293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1474.141235 but Gain 2153.003906
Score: -52336472.000000 Penalty: 25836.050781
Iteration 12Q: 13 clusters Score -5.233647e+07 nChanged 13874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 32746 members 
Mstep: Class 4 contains 12668 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 8 contains 25717 members 
Mstep: Class 9 contains 117347 members 
Mstep: Class 10 contains 31313 members 
Mstep: Class 11 contains 108224 members 
Mstep: Class 12 contains 10260 members 
Mstep: Class 13 contains 5363 members 
Mstep: Class 17 contains 69026 members 
Mstep: Class 18 contains 141235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52346336.000000 Penalty: 25836.050781
Iteration 13Q: 13 clusters Score -5.234634e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 34025 members 
Mstep: Class 4 contains 12291 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 8 contains 22613 members 
Mstep: Class 9 contains 117053 members 
Mstep: Class 10 contains 31105 members 
Mstep: Class 11 contains 107974 members 
Mstep: Class 12 contains 10465 members 
Mstep: Class 13 contains 4327 members 
Mstep: Class 17 contains 70609 members 
Mstep: Class 18 contains 143395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52350436.000000 Penalty: 25836.050781
Iteration 14Q: 13 clusters Score -5.235044e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 34490 members 
Mstep: Class 4 contains 11841 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 8 contains 20200 members 
Mstep: Class 9 contains 116809 members 
Mstep: Class 10 contains 30896 members 
Mstep: Class 11 contains 107819 members 
Mstep: Class 12 contains 10610 members 
Mstep: Class 13 contains 4050 members 
Mstep: Class 17 contains 71807 members 
Mstep: Class 18 contains 145240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52352144.000000 Penalty: 25836.050781
Iteration 15Q: 13 clusters Score -5.235214e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 34767 members 
Mstep: Class 4 contains 11300 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 8 contains 18300 members 
Mstep: Class 9 contains 116522 members 
Mstep: Class 10 contains 30712 members 
Mstep: Class 11 contains 107723 members 
Mstep: Class 12 contains 10721 members 
Mstep: Class 13 contains 3957 members 
Mstep: Class 17 contains 72894 members 
Mstep: Class 18 contains 146753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52353120.000000 Penalty: 25836.050781
Iteration 16Q: 13 clusters Score -5.235312e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 34965 members 
Mstep: Class 4 contains 10680 members 
Mstep: Class 6 contains 2255 members 
Mstep: Class 8 contains 16854 members 
Mstep: Class 9 contains 116262 members 
Mstep: Class 10 contains 30534 members 
Mstep: Class 11 contains 107671 members 
Mstep: Class 12 contains 10790 members 
Mstep: Class 13 contains 3901 members 
Mstep: Class 17 contains 73962 members 
Mstep: Class 18 contains 147899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52353968.000000 Penalty: 25836.050781
Iteration 17Q: 13 clusters Score -5.235397e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 35101 members 
Mstep: Class 4 contains 9988 members 
Mstep: Class 6 contains 2309 members 
Mstep: Class 8 contains 15698 members 
Mstep: Class 9 contains 116046 members 
Mstep: Class 10 contains 30366 members 
Mstep: Class 11 contains 107628 members 
Mstep: Class 12 contains 10831 members 
Mstep: Class 13 contains 3871 members 
Mstep: Class 17 contains 75020 members 
Mstep: Class 18 contains 148866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52354848.000000 Penalty: 25836.050781
Iteration 18Q: 13 clusters Score -5.235485e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 35162 members 
Mstep: Class 4 contains 9315 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 8 contains 14808 members 
Mstep: Class 9 contains 115912 members 
Mstep: Class 10 contains 30192 members 
Mstep: Class 11 contains 107598 members 
Mstep: Class 12 contains 10852 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 17 contains 76012 members 
Mstep: Class 18 contains 149603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52355932.000000 Penalty: 25836.050781
Iteration 19Q: 13 clusters Score -5.235593e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 35193 members 
Mstep: Class 4 contains 8698 members 
Mstep: Class 6 contains 2410 members 
Mstep: Class 8 contains 14121 members 
Mstep: Class 9 contains 115793 members 
Mstep: Class 10 contains 30007 members 
Mstep: Class 11 contains 107557 members 
Mstep: Class 12 contains 10871 members 
Mstep: Class 13 contains 3852 members 
Mstep: Class 17 contains 76947 members 
Mstep: Class 18 contains 150194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52357428.000000 Penalty: 25836.050781
Iteration 20F: 13 clusters Score -5.235743e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 35051 members 
Mstep: Class 4 contains 8199 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 8 contains 13568 members 
Mstep: Class 9 contains 115701 members 
Mstep: Class 10 contains 29821 members 
Mstep: Class 11 contains 107519 members 
Mstep: Class 12 contains 10853 members 
Mstep: Class 13 contains 4007 members 
Mstep: Class 17 contains 77790 members 
Mstep: Class 18 contains 150656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52358872.000000 Penalty: 25836.050781
Iteration 21Q: 13 clusters Score -5.235887e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 34777 members 
Mstep: Class 4 contains 7879 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 8 contains 13125 members 
Mstep: Class 9 contains 115492 members 
Mstep: Class 10 contains 29626 members 
Mstep: Class 11 contains 107482 members 
Mstep: Class 12 contains 10851 members 
Mstep: Class 13 contains 4332 members 
Mstep: Class 17 contains 78486 members 
Mstep: Class 18 contains 151063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52361220.000000 Penalty: 25836.050781
Iteration 22Q: 13 clusters Score -5.236122e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 34516 members 
Mstep: Class 4 contains 7622 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 8 contains 12731 members 
Mstep: Class 9 contains 115217 members 
Mstep: Class 10 contains 29430 members 
Mstep: Class 11 contains 107446 members 
Mstep: Class 12 contains 10860 members 
Mstep: Class 13 contains 4711 members 
Mstep: Class 17 contains 79109 members 
Mstep: Class 18 contains 151421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52362784.000000 Penalty: 25836.050781
Iteration 23Q: 13 clusters Score -5.236278e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 34312 members 
Mstep: Class 4 contains 7474 members 
Mstep: Class 6 contains 2751 members 
Mstep: Class 8 contains 12428 members 
Mstep: Class 9 contains 114936 members 
Mstep: Class 10 contains 29228 members 
Mstep: Class 11 contains 107409 members 
Mstep: Class 12 contains 10893 members 
Mstep: Class 13 contains 5031 members 
Mstep: Class 17 contains 79617 members 
Mstep: Class 18 contains 151677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52363708.000000 Penalty: 25836.050781
Iteration 24Q: 13 clusters Score -5.236371e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 34176 members 
Mstep: Class 4 contains 7431 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 8 contains 12198 members 
Mstep: Class 9 contains 114677 members 
Mstep: Class 10 contains 29027 members 
Mstep: Class 11 contains 107390 members 
Mstep: Class 12 contains 10932 members 
Mstep: Class 13 contains 5242 members 
Mstep: Class 17 contains 80016 members 
Mstep: Class 18 contains 151886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52364068.000000 Penalty: 25836.050781
Iteration 25Q: 13 clusters Score -5.236407e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 34059 members 
Mstep: Class 4 contains 7415 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 8 contains 12003 members 
Mstep: Class 9 contains 114494 members 
Mstep: Class 10 contains 28820 members 
Mstep: Class 11 contains 107376 members 
Mstep: Class 12 contains 10962 members 
Mstep: Class 13 contains 5403 members 
Mstep: Class 17 contains 80351 members 
Mstep: Class 18 contains 152060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52364512.000000 Penalty: 25836.050781
Iteration 26Q: 13 clusters Score -5.236451e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 33950 members 
Mstep: Class 4 contains 7388 members 
Mstep: Class 6 contains 2928 members 
Mstep: Class 8 contains 11820 members 
Mstep: Class 9 contains 114371 members 
Mstep: Class 10 contains 28628 members 
Mstep: Class 11 contains 107364 members 
Mstep: Class 12 contains 10978 members 
Mstep: Class 13 contains 5520 members 
Mstep: Class 17 contains 80679 members 
Mstep: Class 18 contains 152220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52364816.000000 Penalty: 25836.050781
Iteration 27Q: 13 clusters Score -5.236482e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 33823 members 
Mstep: Class 4 contains 7384 members 
Mstep: Class 6 contains 2973 members 
Mstep: Class 8 contains 11637 members 
Mstep: Class 9 contains 114315 members 
Mstep: Class 10 contains 28428 members 
Mstep: Class 11 contains 107362 members 
Mstep: Class 12 contains 10995 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 17 contains 80963 members 
Mstep: Class 18 contains 152389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52364768.000000 Penalty: 25836.050781
Iteration 28Q: 13 clusters Score -5.236477e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 33699 members 
Mstep: Class 4 contains 7408 members 
Mstep: Class 6 contains 3010 members 
Mstep: Class 8 contains 11454 members 
Mstep: Class 9 contains 114294 members 
Mstep: Class 10 contains 28247 members 
Mstep: Class 11 contains 107369 members 
Mstep: Class 12 contains 11004 members 
Mstep: Class 13 contains 5696 members 
Mstep: Class 17 contains 81192 members 
Mstep: Class 18 contains 152565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365016.000000 Penalty: 25836.050781
Iteration 29Q: 13 clusters Score -5.236502e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 33575 members 
Mstep: Class 4 contains 7422 members 
Mstep: Class 6 contains 3044 members 
Mstep: Class 8 contains 11311 members 
Mstep: Class 9 contains 114299 members 
Mstep: Class 10 contains 28077 members 
Mstep: Class 11 contains 107394 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 17 contains 81410 members 
Mstep: Class 18 contains 152701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365164.000000 Penalty: 25836.050781
Iteration 30Q: 13 clusters Score -5.236516e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 33467 members 
Mstep: Class 4 contains 7377 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 8 contains 11184 members 
Mstep: Class 9 contains 114321 members 
Mstep: Class 10 contains 27956 members 
Mstep: Class 11 contains 107397 members 
Mstep: Class 12 contains 11013 members 
Mstep: Class 13 contains 5805 members 
Mstep: Class 17 contains 81622 members 
Mstep: Class 18 contains 152828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365128.000000 Penalty: 25836.050781
Iteration 31Q: 13 clusters Score -5.236513e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 33363 members 
Mstep: Class 4 contains 7338 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 8 contains 11104 members 
Mstep: Class 9 contains 114360 members 
Mstep: Class 10 contains 27844 members 
Mstep: Class 11 contains 107398 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 17 contains 81806 members 
Mstep: Class 18 contains 152939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365360.000000 Penalty: 25836.050781
Iteration 32Q: 13 clusters Score -5.236536e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 33283 members 
Mstep: Class 4 contains 7285 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 8 contains 11033 members 
Mstep: Class 9 contains 114424 members 
Mstep: Class 10 contains 27730 members 
Mstep: Class 11 contains 107404 members 
Mstep: Class 12 contains 11010 members 
Mstep: Class 13 contains 5875 members 
Mstep: Class 17 contains 81957 members 
Mstep: Class 18 contains 153036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365608.000000 Penalty: 25836.050781
Iteration 33Q: 13 clusters Score -5.236561e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 33233 members 
Mstep: Class 4 contains 7233 members 
Mstep: Class 6 contains 3107 members 
Mstep: Class 8 contains 10983 members 
Mstep: Class 9 contains 114477 members 
Mstep: Class 10 contains 27637 members 
Mstep: Class 11 contains 107415 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5894 members 
Mstep: Class 17 contains 82069 members 
Mstep: Class 18 contains 153120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365548.000000 Penalty: 25836.050781
Iteration 34Q: 13 clusters Score -5.236555e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 33194 members 
Mstep: Class 4 contains 7163 members 
Mstep: Class 6 contains 3119 members 
Mstep: Class 8 contains 10975 members 
Mstep: Class 9 contains 114518 members 
Mstep: Class 10 contains 27574 members 
Mstep: Class 11 contains 107427 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5905 members 
Mstep: Class 17 contains 82180 members 
Mstep: Class 18 contains 153185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365724.000000 Penalty: 25836.050781
Iteration 35Q: 13 clusters Score -5.236572e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 33163 members 
Mstep: Class 4 contains 7095 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 8 contains 10962 members 
Mstep: Class 9 contains 114586 members 
Mstep: Class 10 contains 27517 members 
Mstep: Class 11 contains 107452 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5917 members 
Mstep: Class 17 contains 82251 members 
Mstep: Class 18 contains 153275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365876.000000 Penalty: 25836.050781
Iteration 36Q: 13 clusters Score -5.236588e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 33130 members 
Mstep: Class 4 contains 7051 members 
Mstep: Class 6 contains 3140 members 
Mstep: Class 8 contains 10939 members 
Mstep: Class 9 contains 114646 members 
Mstep: Class 10 contains 27474 members 
Mstep: Class 11 contains 107472 members 
Mstep: Class 12 contains 11012 members 
Mstep: Class 13 contains 5928 members 
Mstep: Class 17 contains 82331 members 
Mstep: Class 18 contains 153351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366272.000000 Penalty: 25836.050781
Iteration 37Q: 13 clusters Score -5.236627e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 33101 members 
Mstep: Class 4 contains 7041 members 
Mstep: Class 6 contains 3150 members 
Mstep: Class 8 contains 10897 members 
Mstep: Class 9 contains 114683 members 
Mstep: Class 10 contains 27434 members 
Mstep: Class 11 contains 107471 members 
Mstep: Class 12 contains 11009 members 
Mstep: Class 13 contains 5940 members 
Mstep: Class 17 contains 82400 members 
Mstep: Class 18 contains 153428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366440.000000 Penalty: 25836.050781
Iteration 38Q: 13 clusters Score -5.236644e+07 nChanged 724
Entering ConstructFrom: 
Score: -52366440.000000 Penalty: 25836.050781
Entering ConstructFrom: 
Trying to split cluster 1 (11035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Entering Unmasked Estep 
Score: -983604.562500 Penalty: 1512.684448
	Iteration 0F: 2 clusters Score -983604.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -975758.937500 Penalty: 3025.368896
	Iteration 0F: 3 clusters Score -975758.9 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -978435.000000 Penalty: 3025.368896
	Iteration 1F: 3 clusters Score -978435 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -978905.062500 Penalty: 3025.368896
	Iteration 2F: 3 clusters Score -978905.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -979588.312500 Penalty: 3025.368896
	Iteration 3F: 3 clusters Score -979588.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -980601.312500 Penalty: 3025.368896
	Iteration 4F: 3 clusters Score -980601.3 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -981668.062500 Penalty: 3025.368896
	Iteration 5F: 3 clusters Score -981668.1 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -982490.375000 Penalty: 3025.368896
	Iteration 6F: 3 clusters Score -982490.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -982933.500000 Penalty: 3025.368896
	Iteration 7F: 3 clusters Score -982933.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -983197.812500 Penalty: 3025.368896
	Iteration 8Q: 3 clusters Score -983197.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -983398.375000 Penalty: 3025.368896
	Iteration 9Q: 3 clusters Score -983398.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -983545.312500 Penalty: 3025.368896
	Iteration 10Q: 3 clusters Score -983545.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -983643.000000 Penalty: 3025.368896
	Iteration 11Q: 3 clusters Score -983643 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -983709.312500 Penalty: 3025.368896
	Iteration 12Q: 3 clusters Score -983709.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -983776.500000 Penalty: 3025.368896
	Iteration 13Q: 3 clusters Score -983776.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -983840.125000 Penalty: 3025.368896
	Iteration 14Q: 3 clusters Score -983840.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -983874.812500 Penalty: 3025.368896
	Iteration 15Q: 3 clusters Score -983874.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -983888.375000 Penalty: 3025.368896
	Iteration 16Q: 3 clusters Score -983888.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -983899.500000 Penalty: 3025.368896
	Iteration 17Q: 3 clusters Score -983899.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -983908.812500 Penalty: 3025.368896
	Iteration 18Q: 3 clusters Score -983908.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -983912.437500 Penalty: 3025.368896
	Iteration 19Q: 3 clusters Score -983912.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -983919.500000 Penalty: 3025.368896
	Iteration 20F: 3 clusters Score -983919.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -983928.000000 Penalty: 3025.368896
	Iteration 21Q: 3 clusters Score -983928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -983935.250000 Penalty: 3025.368896
	Iteration 22Q: 3 clusters Score -983935.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -983941.312500 Penalty: 3025.368896
	Iteration 23Q: 3 clusters Score -983941.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -983942.937500 Penalty: 3025.368896
	Iteration 24Q: 3 clusters Score -983942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -983945.000000 Penalty: 3025.368896
	Iteration 25Q: 3 clusters Score -983945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -983946.312500 Penalty: 3025.368896
	Iteration 26Q: 3 clusters Score -983946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -983947.250000 Penalty: 3025.368896
	Iteration 27Q: 3 clusters Score -983947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -983947.312500 Penalty: 3025.368896
	Iteration 28Q: 3 clusters Score -983947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -983948.062500 Penalty: 3025.368896
	Iteration 29Q: 3 clusters Score -983948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -983947.000000 Penalty: 3025.368896
	Iteration 30Q: 3 clusters Score -983947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -983950.437500 Penalty: 3025.368896
	Iteration 31Q: 3 clusters Score -983950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -983949.500000 Penalty: 3025.368896
	Iteration 32Q: 3 clusters Score -983949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -983948.875000 Penalty: 3025.368896
	Iteration 33Q: 3 clusters Score -983948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -983948.937500 Penalty: 3025.368896
	Iteration 34Q: 3 clusters Score -983948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -983948.937500 Penalty: 3025.368896
	Iteration 35F: 3 clusters Score -983948.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 8 contains 10819 members 
Mstep: Class 9 contains 114724 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 107462 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 17 contains 82448 members 
Mstep: Class 18 contains 153504 members 
Entering Unmasked Estep 
Score: -52366528.000000 Penalty: 27989.054688
Splitting cluster 1 changes total score from -52366440.000000 to -52366528.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (33081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Entering Unmasked Estep 
Score: -3164181.500000 Penalty: 1691.091064
	Iteration 0F: 2 clusters Score -3164182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3142065.250000 Penalty: 3382.182129
	Iteration 0F: 3 clusters Score -3142065 nChanged 15193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -3150508.000000 Penalty: 3382.182129
	Iteration 1F: 3 clusters Score -3150508 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3151057.750000 Penalty: 3382.182129
	Iteration 2Q: 3 clusters Score -3151058 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -3151729.500000 Penalty: 3382.182129
	Iteration 3Q: 3 clusters Score -3151730 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3152731.000000 Penalty: 3382.182129
	Iteration 4F: 3 clusters Score -3152731 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3154128.000000 Penalty: 3382.182129
	Iteration 5F: 3 clusters Score -3154128 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -3155848.750000 Penalty: 3382.182129
	Iteration 6F: 3 clusters Score -3155849 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -3157855.000000 Penalty: 3382.182129
	Iteration 7F: 3 clusters Score -3157855 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -3159750.000000 Penalty: 3382.182129
	Iteration 8F: 3 clusters Score -3159750 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3161218.000000 Penalty: 3382.182129
	Iteration 9F: 3 clusters Score -3161218 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3162234.000000 Penalty: 3382.182129
	Iteration 10Q: 3 clusters Score -3162234 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3162848.500000 Penalty: 3382.182129
	Iteration 11Q: 3 clusters Score -3162848 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3163186.000000 Penalty: 3382.182129
	Iteration 12Q: 3 clusters Score -3163186 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3163376.000000 Penalty: 3382.182129
	Iteration 13Q: 3 clusters Score -3163376 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3163476.500000 Penalty: 3382.182129
	Iteration 14Q: 3 clusters Score -3163476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3163520.750000 Penalty: 3382.182129
	Iteration 15Q: 3 clusters Score -3163521 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3163548.500000 Penalty: 3382.182129
	Iteration 16Q: 3 clusters Score -3163548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3163580.000000 Penalty: 3382.182129
	Iteration 17Q: 3 clusters Score -3163580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3163606.250000 Penalty: 3382.182129
	Iteration 18Q: 3 clusters Score -3163606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3163633.500000 Penalty: 3382.182129
	Iteration 19Q: 3 clusters Score -3163634 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3163650.750000 Penalty: 3382.182129
	Iteration 20F: 3 clusters Score -3163651 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -3163674.000000 Penalty: 3382.182129
	Iteration 21Q: 3 clusters Score -3163674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3163704.750000 Penalty: 3382.182129
	Iteration 22Q: 3 clusters Score -3163705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3163716.000000 Penalty: 3382.182129
	Iteration 23Q: 3 clusters Score -3163716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3163729.500000 Penalty: 3382.182129
	Iteration 24Q: 3 clusters Score -3163730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3163751.500000 Penalty: 3382.182129
	Iteration 25Q: 3 clusters Score -3163752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3163763.500000 Penalty: 3382.182129
	Iteration 26Q: 3 clusters Score -3163764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3163770.500000 Penalty: 3382.182129
	Iteration 27Q: 3 clusters Score -3163770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3163779.750000 Penalty: 3382.182129
	Iteration 28Q: 3 clusters Score -3163780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3163781.500000 Penalty: 3382.182129
	Iteration 29Q: 3 clusters Score -3163782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3163782.000000 Penalty: 3382.182129
	Iteration 30Q: 3 clusters Score -3163782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3163782.500000 Penalty: 3382.182129
	Iteration 31Q: 3 clusters Score -3163782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3163784.500000 Penalty: 3382.182129
	Iteration 32Q: 3 clusters Score -3163784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3163784.250000 Penalty: 3382.182129
	Iteration 33Q: 3 clusters Score -3163784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3163783.250000 Penalty: 3382.182129
	Iteration 34Q: 3 clusters Score -3163783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3163784.000000 Penalty: 3382.182129
	Iteration 35Q: 3 clusters Score -3163784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3163784.250000 Penalty: 3382.182129
	Iteration 36Q: 3 clusters Score -3163784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3163784.250000 Penalty: 3382.182129
	Iteration 37F: 3 clusters Score -3163784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Entering Unmasked Estep 
Score: -677226.687500 Penalty: 1439.831177
	Iteration 0F: 2 clusters Score -677226.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -671915.000000 Penalty: 2879.662354
	Iteration 0F: 3 clusters Score -671915 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -673514.000000 Penalty: 2879.662354
	Iteration 1F: 3 clusters Score -673514 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -673788.625000 Penalty: 2879.662354
	Iteration 2F: 3 clusters Score -673788.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -674037.937500 Penalty: 2879.662354
	Iteration 3F: 3 clusters Score -674037.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -674272.062500 Penalty: 2879.662354
	Iteration 4F: 3 clusters Score -674272.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -674505.062500 Penalty: 2879.662354
	Iteration 5F: 3 clusters Score -674505.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -674723.437500 Penalty: 2879.662354
	Iteration 6F: 3 clusters Score -674723.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -674925.250000 Penalty: 2879.662354
	Iteration 7Q: 3 clusters Score -674925.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -675097.500000 Penalty: 2879.662354
	Iteration 8Q: 3 clusters Score -675097.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -675283.625000 Penalty: 2879.662354
	Iteration 9Q: 3 clusters Score -675283.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -675479.125000 Penalty: 2879.662354
	Iteration 10Q: 3 clusters Score -675479.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -675646.625000 Penalty: 2879.662354
	Iteration 11Q: 3 clusters Score -675646.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -675769.625000 Penalty: 2879.662354
	Iteration 12Q: 3 clusters Score -675769.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -675889.812500 Penalty: 2879.662354
	Iteration 13Q: 3 clusters Score -675889.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -675973.187500 Penalty: 2879.662354
	Iteration 14Q: 3 clusters Score -675973.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -676033.312500 Penalty: 2879.662354
	Iteration 15Q: 3 clusters Score -676033.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -676081.062500 Penalty: 2879.662354
	Iteration 16Q: 3 clusters Score -676081.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -676108.562500 Penalty: 2879.662354
	Iteration 17Q: 3 clusters Score -676108.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -676122.125000 Penalty: 2879.662354
	Iteration 18Q: 3 clusters Score -676122.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -676132.750000 Penalty: 2879.662354
	Iteration 19Q: 3 clusters Score -676132.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -676138.562500 Penalty: 2879.662354
	Iteration 20F: 3 clusters Score -676138.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -676140.625000 Penalty: 2879.662354
	Iteration 21Q: 3 clusters Score -676140.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -676143.000000 Penalty: 2879.662354
	Iteration 22Q: 3 clusters Score -676143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -676143.875000 Penalty: 2879.662354
	Iteration 23Q: 3 clusters Score -676143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -676145.187500 Penalty: 2879.662354
	Iteration 24Q: 3 clusters Score -676145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -676148.687500 Penalty: 2879.662354
	Iteration 25Q: 3 clusters Score -676148.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -676149.687500 Penalty: 2879.662354
	Iteration 26Q: 3 clusters Score -676149.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -676152.687500 Penalty: 2879.662354
	Iteration 27Q: 3 clusters Score -676152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -676152.562500 Penalty: 2879.662354
	Iteration 28Q: 3 clusters Score -676152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -676152.500000 Penalty: 2879.662354
	Iteration 29Q: 3 clusters Score -676152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -676152.500000 Penalty: 2879.662354
	Iteration 30F: 3 clusters Score -676152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -286953.843750 Penalty: 1309.426758
	Iteration 0F: 2 clusters Score -286953.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -284097.343750 Penalty: 2618.853516
	Iteration 0F: 3 clusters Score -284097.3 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -284769.343750 Penalty: 2618.853516
	Iteration 1F: 3 clusters Score -284769.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -284923.218750 Penalty: 2618.853516
	Iteration 2F: 3 clusters Score -284923.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -285025.312500 Penalty: 2618.853516
	Iteration 3F: 3 clusters Score -285025.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -285106.281250 Penalty: 2618.853516
	Iteration 4Q: 3 clusters Score -285106.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -285155.812500 Penalty: 2618.853516
	Iteration 5Q: 3 clusters Score -285155.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -285195.062500 Penalty: 2618.853516
	Iteration 6Q: 3 clusters Score -285195.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -285226.218750 Penalty: 2618.853516
	Iteration 7Q: 3 clusters Score -285226.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -285253.031250 Penalty: 2618.853516
	Iteration 8Q: 3 clusters Score -285253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -285282.812500 Penalty: 2618.853516
	Iteration 9Q: 3 clusters Score -285282.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -285314.218750 Penalty: 2618.853516
	Iteration 10Q: 3 clusters Score -285314.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -285350.062500 Penalty: 2618.853516
	Iteration 11Q: 3 clusters Score -285350.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -285392.125000 Penalty: 2618.853516
	Iteration 12Q: 3 clusters Score -285392.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -285426.875000 Penalty: 2618.853516
	Iteration 13Q: 3 clusters Score -285426.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -285450.281250 Penalty: 2618.853516
	Iteration 14Q: 3 clusters Score -285450.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -285475.812500 Penalty: 2618.853516
	Iteration 15Q: 3 clusters Score -285475.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -285510.437500 Penalty: 2618.853516
	Iteration 16Q: 3 clusters Score -285510.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -285551.500000 Penalty: 2618.853516
	Iteration 17Q: 3 clusters Score -285551.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -285592.250000 Penalty: 2618.853516
	Iteration 18Q: 3 clusters Score -285592.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -285618.812500 Penalty: 2618.853516
	Iteration 19Q: 3 clusters Score -285618.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -285642.343750 Penalty: 2618.853516
	Iteration 20F: 3 clusters Score -285642.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -285668.218750 Penalty: 2618.853516
	Iteration 21Q: 3 clusters Score -285668.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -285693.156250 Penalty: 2618.853516
	Iteration 22Q: 3 clusters Score -285693.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -285720.906250 Penalty: 2618.853516
	Iteration 23Q: 3 clusters Score -285720.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -285741.156250 Penalty: 2618.853516
	Iteration 24Q: 3 clusters Score -285741.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -285750.125000 Penalty: 2618.853516
	Iteration 25Q: 3 clusters Score -285750.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -285757.500000 Penalty: 2618.853516
	Iteration 26Q: 3 clusters Score -285757.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -285766.718750 Penalty: 2618.853516
	Iteration 27Q: 3 clusters Score -285766.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -285775.250000 Penalty: 2618.853516
	Iteration 28Q: 3 clusters Score -285775.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -285782.500000 Penalty: 2618.853516
	Iteration 29Q: 3 clusters Score -285782.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -285786.062500 Penalty: 2618.853516
	Iteration 30Q: 3 clusters Score -285786.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -285789.375000 Penalty: 2618.853516
	Iteration 31Q: 3 clusters Score -285789.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -285792.750000 Penalty: 2618.853516
	Iteration 32Q: 3 clusters Score -285792.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -285796.312500 Penalty: 2618.853516
	Iteration 33Q: 3 clusters Score -285796.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -285799.906250 Penalty: 2618.853516
	Iteration 34Q: 3 clusters Score -285799.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -285805.562500 Penalty: 2618.853516
	Iteration 35Q: 3 clusters Score -285805.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -285810.093750 Penalty: 2618.853516
	Iteration 36Q: 3 clusters Score -285810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -285814.375000 Penalty: 2618.853516
	Iteration 37Q: 3 clusters Score -285814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -285816.281250 Penalty: 2618.853516
	Iteration 38Q: 3 clusters Score -285816.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -285818.343750 Penalty: 2618.853516
	Iteration 39Q: 3 clusters Score -285818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -285819.406250 Penalty: 2618.853516
	Iteration 40F: 3 clusters Score -285819.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -285820.437500 Penalty: 2618.853516
	Iteration 41Q: 3 clusters Score -285820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -285821.187500 Penalty: 2618.853516
	Iteration 42Q: 3 clusters Score -285821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -285822.437500 Penalty: 2618.853516
	Iteration 43Q: 3 clusters Score -285822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -285827.218750 Penalty: 2618.853516
	Iteration 44Q: 3 clusters Score -285827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -285828.125000 Penalty: 2618.853516
	Iteration 45Q: 3 clusters Score -285828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -285830.062500 Penalty: 2618.853516
	Iteration 46Q: 3 clusters Score -285830.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -285831.000000 Penalty: 2618.853516
	Iteration 47Q: 3 clusters Score -285831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -285832.156250 Penalty: 2618.853516
	Iteration 48Q: 3 clusters Score -285832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -285834.875000 Penalty: 2618.853516
	Iteration 49Q: 3 clusters Score -285834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -285837.843750 Penalty: 2618.853516
	Iteration 50Q: 3 clusters Score -285837.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -285839.437500 Penalty: 2618.853516
	Iteration 51Q: 3 clusters Score -285839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -285839.437500 Penalty: 2618.853516
	Iteration 52F: 3 clusters Score -285839.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -920609.125000 Penalty: 1509.472046
	Iteration 0F: 2 clusters Score -920609.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -912955.687500 Penalty: 3018.944092
	Iteration 0F: 3 clusters Score -912955.7 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -916680.062500 Penalty: 3018.944092
	Iteration 1F: 3 clusters Score -916680.1 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -918173.062500 Penalty: 3018.944092
	Iteration 2F: 3 clusters Score -918173.1 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -919755.625000 Penalty: 3018.944092
	Iteration 3F: 3 clusters Score -919755.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -920850.875000 Penalty: 3018.944092
	Iteration 4F: 3 clusters Score -920850.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -921365.375000 Penalty: 3018.944092
	Iteration 5F: 3 clusters Score -921365.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -921627.187500 Penalty: 3018.944092
	Iteration 6Q: 3 clusters Score -921627.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -921758.562500 Penalty: 3018.944092
	Iteration 7Q: 3 clusters Score -921758.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -921866.125000 Penalty: 3018.944092
	Iteration 8Q: 3 clusters Score -921866.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -921965.125000 Penalty: 3018.944092
	Iteration 9Q: 3 clusters Score -921965.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -922046.375000 Penalty: 3018.944092
	Iteration 10Q: 3 clusters Score -922046.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -922090.375000 Penalty: 3018.944092
	Iteration 11Q: 3 clusters Score -922090.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -922111.937500 Penalty: 3018.944092
	Iteration 12Q: 3 clusters Score -922111.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -922126.562500 Penalty: 3018.944092
	Iteration 13Q: 3 clusters Score -922126.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -922145.187500 Penalty: 3018.944092
	Iteration 14Q: 3 clusters Score -922145.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -922157.812500 Penalty: 3018.944092
	Iteration 15Q: 3 clusters Score -922157.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -922168.562500 Penalty: 3018.944092
	Iteration 16Q: 3 clusters Score -922168.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -922173.250000 Penalty: 3018.944092
	Iteration 17Q: 3 clusters Score -922173.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -922176.187500 Penalty: 3018.944092
	Iteration 18Q: 3 clusters Score -922176.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -922178.625000 Penalty: 3018.944092
	Iteration 19Q: 3 clusters Score -922178.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -922181.437500 Penalty: 3018.944092
	Iteration 20F: 3 clusters Score -922181.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -922180.500000 Penalty: 3018.944092
	Iteration 21Q: 3 clusters Score -922180.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -922181.187500 Penalty: 3018.944092
	Iteration 22Q: 3 clusters Score -922181.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -922181.312500 Penalty: 3018.944092
	Iteration 23Q: 3 clusters Score -922181.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -922182.875000 Penalty: 3018.944092
	Iteration 24Q: 3 clusters Score -922182.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -922184.937500 Penalty: 3018.944092
	Iteration 25Q: 3 clusters Score -922184.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -922184.125000 Penalty: 3018.944092
	Iteration 26Q: 3 clusters Score -922184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -922184.062500 Penalty: 3018.944092
	Iteration 27Q: 3 clusters Score -922184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -922185.562500 Penalty: 3018.944092
	Iteration 28Q: 3 clusters Score -922185.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -922184.062500 Penalty: 3018.944092
	Iteration 29Q: 3 clusters Score -922184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -922186.437500 Penalty: 3018.944092
	Iteration 30Q: 3 clusters Score -922186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -922186.687500 Penalty: 3018.944092
	Iteration 31Q: 3 clusters Score -922186.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -922187.750000 Penalty: 3018.944092
	Iteration 32Q: 3 clusters Score -922187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -922189.062500 Penalty: 3018.944092
	Iteration 33Q: 3 clusters Score -922189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -922190.375000 Penalty: 3018.944092
	Iteration 34Q: 3 clusters Score -922190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -922190.062500 Penalty: 3018.944092
	Iteration 35Q: 3 clusters Score -922190.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -922192.000000 Penalty: 3018.944092
	Iteration 36Q: 3 clusters Score -922192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -922193.312500 Penalty: 3018.944092
	Iteration 37Q: 3 clusters Score -922193.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -922192.937500 Penalty: 3018.944092
	Iteration 38Q: 3 clusters Score -922192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -922194.625000 Penalty: 3018.944092
	Iteration 39Q: 3 clusters Score -922194.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -922195.187500 Penalty: 3018.944092
	Iteration 40F: 3 clusters Score -922195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -922195.812500 Penalty: 3018.944092
	Iteration 41Q: 3 clusters Score -922195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -922194.937500 Penalty: 3018.944092
	Iteration 42Q: 3 clusters Score -922194.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -922193.187500 Penalty: 3018.944092
	Iteration 43Q: 3 clusters Score -922193.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -922195.125000 Penalty: 3018.944092
	Iteration 44Q: 3 clusters Score -922195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -922197.312500 Penalty: 3018.944092
	Iteration 45Q: 3 clusters Score -922197.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -922201.687500 Penalty: 3018.944092
	Iteration 46Q: 3 clusters Score -922201.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -922207.812500 Penalty: 3018.944092
	Iteration 47Q: 3 clusters Score -922207.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -922209.062500 Penalty: 3018.944092
	Iteration 48Q: 3 clusters Score -922209.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -922210.812500 Penalty: 3018.944092
	Iteration 49Q: 3 clusters Score -922210.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -922212.062500 Penalty: 3018.944092
	Iteration 50Q: 3 clusters Score -922212.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -922209.687500 Penalty: 3018.944092
	Iteration 51Q: 3 clusters Score -922209.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -922214.250000 Penalty: 3018.944092
	Iteration 52Q: 3 clusters Score -922214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -922215.125000 Penalty: 3018.944092
	Iteration 53Q: 3 clusters Score -922215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -922215.125000 Penalty: 3018.944092
	Iteration 54F: 3 clusters Score -922215.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 114724 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 107462 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 17 contains 82448 members 
Mstep: Class 18 contains 153504 members 
Entering Unmasked Estep 
Score: -52367472.000000 Penalty: 30142.060547
Splitting cluster 8 changes total score from -52366440.000000 to -52367472.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 9 (114724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Entering Unmasked Estep 
Score: -10776939.000000 Penalty: 1893.171265
	Iteration 0F: 2 clusters Score -1.077694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 57451 members 
Entering Unmasked Estep 
Score: -10699836.000000 Penalty: 3786.342529
	Iteration 0F: 3 clusters Score -1.069984e+07 nChanged 55183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56082 members 
Mstep: Class 2 contains 58642 members 
Entering Unmasked Estep 
Score: -10732550.000000 Penalty: 3786.342529
	Iteration 1F: 3 clusters Score -1.073255e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54991 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -10734457.000000 Penalty: 3786.342529
	Iteration 2Q: 3 clusters Score -1.073446e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53117 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -10737194.000000 Penalty: 3786.342529
	Iteration 3F: 3 clusters Score -1.073719e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -10741255.000000 Penalty: 3786.342529
	Iteration 4F: 3 clusters Score -1.074126e+07 nChanged 7899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -10746941.000000 Penalty: 3786.342529
	Iteration 5F: 3 clusters Score -1.074694e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 72579 members 
Entering Unmasked Estep 
Score: -10753563.000000 Penalty: 3786.342529
	Iteration 6F: 3 clusters Score -1.075356e+07 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 76702 members 
Entering Unmasked Estep 
Score: -10759454.000000 Penalty: 3786.342529
	Iteration 7F: 3 clusters Score -1.075945e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -10763552.000000 Penalty: 3786.342529
	Iteration 8F: 3 clusters Score -1.076355e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 83453 members 
Entering Unmasked Estep 
Score: -10766116.000000 Penalty: 3786.342529
	Iteration 9Q: 3 clusters Score -1.076612e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -10767788.000000 Penalty: 3786.342529
	Iteration 10Q: 3 clusters Score -1.076779e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 88728 members 
Entering Unmasked Estep 
Score: -10769183.000000 Penalty: 3786.342529
	Iteration 11Q: 3 clusters Score -1.076918e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 91080 members 
Entering Unmasked Estep 
Score: -10770346.000000 Penalty: 3786.342529
	Iteration 12Q: 3 clusters Score -1.077035e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 93165 members 
Entering Unmasked Estep 
Score: -10771287.000000 Penalty: 3786.342529
	Iteration 13Q: 3 clusters Score -1.077129e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 95055 members 
Entering Unmasked Estep 
Score: -10772066.000000 Penalty: 3786.342529
	Iteration 14Q: 3 clusters Score -1.077207e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 96802 members 
Entering Unmasked Estep 
Score: -10772767.000000 Penalty: 3786.342529
	Iteration 15Q: 3 clusters Score -1.077277e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 98315 members 
Entering Unmasked Estep 
Score: -10773347.000000 Penalty: 3786.342529
	Iteration 16Q: 3 clusters Score -1.077335e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 99706 members 
Entering Unmasked Estep 
Score: -10773827.000000 Penalty: 3786.342529
	Iteration 17Q: 3 clusters Score -1.077383e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 100962 members 
Entering Unmasked Estep 
Score: -10774289.000000 Penalty: 3786.342529
	Iteration 18Q: 3 clusters Score -1.077429e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 102087 members 
Entering Unmasked Estep 
Score: -10774744.000000 Penalty: 3786.342529
	Iteration 19Q: 3 clusters Score -1.077474e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
Score: -10775082.000000 Penalty: 3786.342529
	Iteration 20F: 3 clusters Score -1.077508e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 104025 members 
Entering Unmasked Estep 
Score: -10775478.000000 Penalty: 3786.342529
	Iteration 21Q: 3 clusters Score -1.077548e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 104800 members 
Entering Unmasked Estep 
Score: -10775802.000000 Penalty: 3786.342529
	Iteration 22Q: 3 clusters Score -1.07758e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 105473 members 
Entering Unmasked Estep 
Score: -10776151.000000 Penalty: 3786.342529
	Iteration 23Q: 3 clusters Score -1.077615e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 106064 members 
Entering Unmasked Estep 
Score: -10776371.000000 Penalty: 3786.342529
	Iteration 24Q: 3 clusters Score -1.077637e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 106486 members 
Entering Unmasked Estep 
Score: -10776545.000000 Penalty: 3786.342529
	Iteration 25Q: 3 clusters Score -1.077654e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 106818 members 
Entering Unmasked Estep 
Score: -10776645.000000 Penalty: 3786.342529
	Iteration 26Q: 3 clusters Score -1.077664e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -10776701.000000 Penalty: 3786.342529
	Iteration 27Q: 3 clusters Score -1.07767e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 107318 members 
Entering Unmasked Estep 
Score: -10776746.000000 Penalty: 3786.342529
	Iteration 28Q: 3 clusters Score -1.077675e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 107533 members 
Entering Unmasked Estep 
Score: -10776784.000000 Penalty: 3786.342529
	Iteration 29Q: 3 clusters Score -1.077678e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 107716 members 
Entering Unmasked Estep 
Score: -10776850.000000 Penalty: 3786.342529
	Iteration 30Q: 3 clusters Score -1.077685e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 107891 members 
Entering Unmasked Estep 
Score: -10776932.000000 Penalty: 3786.342529
	Iteration 31Q: 3 clusters Score -1.077693e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 108068 members 
Entering Unmasked Estep 
Score: -10777053.000000 Penalty: 3786.342529
	Iteration 32Q: 3 clusters Score -1.077705e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 108215 members 
Entering Unmasked Estep 
Score: -10777225.000000 Penalty: 3786.342529
	Iteration 33Q: 3 clusters Score -1.077722e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 108346 members 
Entering Unmasked Estep 
Score: -10777393.000000 Penalty: 3786.342529
	Iteration 34Q: 3 clusters Score -1.077739e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 108432 members 
Entering Unmasked Estep 
Score: -10777599.000000 Penalty: 3786.342529
	Iteration 35Q: 3 clusters Score -1.07776e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 108465 members 
Entering Unmasked Estep 
Score: -10777850.000000 Penalty: 3786.342529
	Iteration 36Q: 3 clusters Score -1.077785e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 108478 members 
Entering Unmasked Estep 
Score: -10778020.000000 Penalty: 3786.342529
	Iteration 37Q: 3 clusters Score -1.077802e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 108493 members 
Entering Unmasked Estep 
Score: -10778116.000000 Penalty: 3786.342529
	Iteration 38Q: 3 clusters Score -1.077812e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 108491 members 
Entering Unmasked Estep 
Score: -10778139.000000 Penalty: 3786.342529
	Iteration 39Q: 3 clusters Score -1.077814e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 108473 members 
Entering Unmasked Estep 
Score: -10778157.000000 Penalty: 3786.342529
	Iteration 40F: 3 clusters Score -1.077816e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 108449 members 
Entering Unmasked Estep 
Score: -10778164.000000 Penalty: 3786.342529
	Iteration 41Q: 3 clusters Score -1.077816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 108427 members 
Entering Unmasked Estep 
Score: -10778168.000000 Penalty: 3786.342529
	Iteration 42Q: 3 clusters Score -1.077817e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -10778178.000000 Penalty: 3786.342529
	Iteration 43Q: 3 clusters Score -1.077818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -10778173.000000 Penalty: 3786.342529
	Iteration 44Q: 3 clusters Score -1.077817e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 108379 members 
Entering Unmasked Estep 
Score: -10778160.000000 Penalty: 3786.342529
	Iteration 45Q: 3 clusters Score -1.077816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 108373 members 
Entering Unmasked Estep 
Score: -10778171.000000 Penalty: 3786.342529
	Iteration 46Q: 3 clusters Score -1.077817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 108370 members 
Entering Unmasked Estep 
Score: -10778177.000000 Penalty: 3786.342529
	Iteration 47Q: 3 clusters Score -1.077818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 108365 members 
Entering Unmasked Estep 
Score: -10778178.000000 Penalty: 3786.342529
	Iteration 48Q: 3 clusters Score -1.077818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -10778172.000000 Penalty: 3786.342529
	Iteration 49Q: 3 clusters Score -1.077817e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -10778176.000000 Penalty: 3786.342529
	Iteration 50Q: 3 clusters Score -1.077818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 108350 members 
Entering Unmasked Estep 
Score: -10778173.000000 Penalty: 3786.342529
	Iteration 51Q: 3 clusters Score -1.077817e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 108342 members 
Entering Unmasked Estep 
Score: -10778163.000000 Penalty: 3786.342529
	Iteration 52Q: 3 clusters Score -1.077816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 108340 members 
Entering Unmasked Estep 
Score: -10778165.000000 Penalty: 3786.342529
	Iteration 53Q: 3 clusters Score -1.077816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 108339 members 
Entering Unmasked Estep 
Score: -10778162.000000 Penalty: 3786.342529
	Iteration 54Q: 3 clusters Score -1.077816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 108338 members 
Entering Unmasked Estep 
Score: -10778162.000000 Penalty: 3786.342529
	Iteration 55Q: 3 clusters Score -1.077816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 108338 members 
Entering Unmasked Estep 
Score: -10778162.000000 Penalty: 3786.342529
	Iteration 56F: 3 clusters Score -1.077816e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 108338 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 27400 members 
Mstep: Class 11 contains 107462 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 17 contains 82448 members 
Mstep: Class 18 contains 153504 members 
Entering Unmasked Estep 
Score: -52368380.000000 Penalty: 32295.064453
Splitting cluster 9 changes total score from -52366440.000000 to -52368380.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 10 (27400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Entering Unmasked Estep 
Score: -2601191.500000 Penalty: 1660.473389
	Iteration 0F: 2 clusters Score -2601192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2582777.750000 Penalty: 3320.946777
	Iteration 0F: 3 clusters Score -2582778 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2589682.750000 Penalty: 3320.946777
	Iteration 1F: 3 clusters Score -2589683 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2590224.000000 Penalty: 3320.946777
	Iteration 2Q: 3 clusters Score -2590224 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2590955.750000 Penalty: 3320.946777
	Iteration 3F: 3 clusters Score -2590956 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2592251.500000 Penalty: 3320.946777
	Iteration 4F: 3 clusters Score -2592252 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2594288.250000 Penalty: 3320.946777
	Iteration 5F: 3 clusters Score -2594288 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2596754.000000 Penalty: 3320.946777
	Iteration 6F: 3 clusters Score -2596754 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -2598777.000000 Penalty: 3320.946777
	Iteration 7F: 3 clusters Score -2598777 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2600132.750000 Penalty: 3320.946777
	Iteration 8Q: 3 clusters Score -2600133 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2600996.250000 Penalty: 3320.946777
	Iteration 9Q: 3 clusters Score -2600996 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -2601518.000000 Penalty: 3320.946777
	Iteration 10Q: 3 clusters Score -2601518 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -2601697.500000 Penalty: 3320.946777
	Iteration 11Q: 3 clusters Score -2601698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -2601750.750000 Penalty: 3320.946777
	Iteration 12Q: 3 clusters Score -2601751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -2601775.000000 Penalty: 3320.946777
	Iteration 13Q: 3 clusters Score -2601775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2601790.750000 Penalty: 3320.946777
	Iteration 14Q: 3 clusters Score -2601791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -2601786.750000 Penalty: 3320.946777
	Iteration 15Q: 3 clusters Score -2601787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2601794.250000 Penalty: 3320.946777
	Iteration 16Q: 3 clusters Score -2601794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -2601796.750000 Penalty: 3320.946777
	Iteration 17Q: 3 clusters Score -2601797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -2601799.500000 Penalty: 3320.946777
	Iteration 18Q: 3 clusters Score -2601800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -2601798.750000 Penalty: 3320.946777
	Iteration 19Q: 3 clusters Score -2601799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -2601798.750000 Penalty: 3320.946777
	Iteration 20F: 3 clusters Score -2601799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 108338 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 107462 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 26026 members 
Mstep: Class 17 contains 82448 members 
Mstep: Class 18 contains 153504 members 
Entering Unmasked Estep 
Score: -52368520.000000 Penalty: 34448.070312
Splitting cluster 10 changes total score from -52366440.000000 to -52368520.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (107462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107462 members 
Entering Unmasked Estep 
Score: -10082619.000000 Penalty: 1882.545044
	Iteration 0F: 2 clusters Score -1.008262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53791 members 
Mstep: Class 2 contains 53671 members 
Entering Unmasked Estep 
Score: -10010566.000000 Penalty: 3765.090088
	Iteration 0F: 3 clusters Score -1.001057e+07 nChanged 51634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 52053 members 
Entering Unmasked Estep 
Score: -10041790.000000 Penalty: 3765.090088
	Iteration 1F: 3 clusters Score -1.004179e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56700 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -10043967.000000 Penalty: 3765.090088
	Iteration 2Q: 3 clusters Score -1.004397e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58697 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -10047180.000000 Penalty: 3765.090088
	Iteration 3F: 3 clusters Score -1.004718e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61790 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -10051635.000000 Penalty: 3765.090088
	Iteration 4F: 3 clusters Score -1.005164e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -10056820.000000 Penalty: 3765.090088
	Iteration 5F: 3 clusters Score -1.005682e+07 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70361 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -10062598.000000 Penalty: 3765.090088
	Iteration 6F: 3 clusters Score -1.00626e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -10067702.000000 Penalty: 3765.090088
	Iteration 7F: 3 clusters Score -1.00677e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -10071289.000000 Penalty: 3765.090088
	Iteration 8Q: 3 clusters Score -1.007129e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80017 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -10073450.000000 Penalty: 3765.090088
	Iteration 9Q: 3 clusters Score -1.007345e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82190 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -10074786.000000 Penalty: 3765.090088
	Iteration 10Q: 3 clusters Score -1.007479e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84140 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -10075817.000000 Penalty: 3765.090088
	Iteration 11Q: 3 clusters Score -1.007582e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -10076509.000000 Penalty: 3765.090088
	Iteration 12Q: 3 clusters Score -1.007651e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -10077174.000000 Penalty: 3765.090088
	Iteration 13Q: 3 clusters Score -1.007717e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88882 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -10077761.000000 Penalty: 3765.090088
	Iteration 14Q: 3 clusters Score -1.007776e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -10078392.000000 Penalty: 3765.090088
	Iteration 15Q: 3 clusters Score -1.007839e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -10078994.000000 Penalty: 3765.090088
	Iteration 16Q: 3 clusters Score -1.007899e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92962 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -10079509.000000 Penalty: 3765.090088
	Iteration 17Q: 3 clusters Score -1.007951e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94164 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -10079990.000000 Penalty: 3765.090088
	Iteration 18Q: 3 clusters Score -1.007999e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -10080437.000000 Penalty: 3765.090088
	Iteration 19Q: 3 clusters Score -1.008044e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96179 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -10080784.000000 Penalty: 3765.090088
	Iteration 20F: 3 clusters Score -1.008078e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97017 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -10081056.000000 Penalty: 3765.090088
	Iteration 21Q: 3 clusters Score -1.008106e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97755 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -10081363.000000 Penalty: 3765.090088
	Iteration 22Q: 3 clusters Score -1.008136e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98432 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -10081591.000000 Penalty: 3765.090088
	Iteration 23Q: 3 clusters Score -1.008159e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99095 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -10081758.000000 Penalty: 3765.090088
	Iteration 24Q: 3 clusters Score -1.008176e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99647 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -10081949.000000 Penalty: 3765.090088
	Iteration 25Q: 3 clusters Score -1.008195e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100123 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -10082011.000000 Penalty: 3765.090088
	Iteration 26Q: 3 clusters Score -1.008201e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100540 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -10082097.000000 Penalty: 3765.090088
	Iteration 27Q: 3 clusters Score -1.00821e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100892 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -10082178.000000 Penalty: 3765.090088
	Iteration 28Q: 3 clusters Score -1.008218e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101187 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -10082257.000000 Penalty: 3765.090088
	Iteration 29Q: 3 clusters Score -1.008226e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101428 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -10082285.000000 Penalty: 3765.090088
	Iteration 30Q: 3 clusters Score -1.008228e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101664 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -10082324.000000 Penalty: 3765.090088
	Iteration 31Q: 3 clusters Score -1.008232e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101865 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -10082364.000000 Penalty: 3765.090088
	Iteration 32Q: 3 clusters Score -1.008236e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -10082412.000000 Penalty: 3765.090088
	Iteration 33Q: 3 clusters Score -1.008241e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102186 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -10082434.000000 Penalty: 3765.090088
	Iteration 34Q: 3 clusters Score -1.008243e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -10082493.000000 Penalty: 3765.090088
	Iteration 35Q: 3 clusters Score -1.008249e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102455 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -10082525.000000 Penalty: 3765.090088
	Iteration 36Q: 3 clusters Score -1.008252e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102585 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -10082571.000000 Penalty: 3765.090088
	Iteration 37Q: 3 clusters Score -1.008257e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102704 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -10082582.000000 Penalty: 3765.090088
	Iteration 38Q: 3 clusters Score -1.008258e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -10082597.000000 Penalty: 3765.090088
	Iteration 39Q: 3 clusters Score -1.00826e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102893 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -10082604.000000 Penalty: 3765.090088
	Iteration 40F: 3 clusters Score -1.00826e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102976 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -10082605.000000 Penalty: 3765.090088
	Iteration 41Q: 3 clusters Score -1.00826e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103054 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -10082609.000000 Penalty: 3765.090088
	Iteration 42Q: 3 clusters Score -1.008261e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103128 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -10082599.000000 Penalty: 3765.090088
	Iteration 43Q: 3 clusters Score -1.00826e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103200 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -10082604.000000 Penalty: 3765.090088
	Iteration 44Q: 3 clusters Score -1.00826e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103265 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -10082608.000000 Penalty: 3765.090088
	Iteration 45Q: 3 clusters Score -1.008261e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103321 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -10082608.000000 Penalty: 3765.090088
	Iteration 46Q: 3 clusters Score -1.008261e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103368 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -10082607.000000 Penalty: 3765.090088
	Iteration 47Q: 3 clusters Score -1.008261e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103408 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -10082612.000000 Penalty: 3765.090088
	Iteration 48Q: 3 clusters Score -1.008261e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103459 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -10082623.000000 Penalty: 3765.090088
	Iteration 49Q: 3 clusters Score -1.008262e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103508 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -10082623.000000 Penalty: 3765.090088
	Iteration 50Q: 3 clusters Score -1.008262e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103539 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -10082664.000000 Penalty: 3765.090088
	Iteration 51Q: 3 clusters Score -1.008266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103570 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -10082650.000000 Penalty: 3765.090088
	Iteration 52Q: 3 clusters Score -1.008265e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103605 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -10082659.000000 Penalty: 3765.090088
	Iteration 53Q: 3 clusters Score -1.008266e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103643 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -10082666.000000 Penalty: 3765.090088
	Iteration 54Q: 3 clusters Score -1.008267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103670 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -10082665.000000 Penalty: 3765.090088
	Iteration 55Q: 3 clusters Score -1.008266e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103696 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -10082670.000000 Penalty: 3765.090088
	Iteration 56Q: 3 clusters Score -1.008267e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -10082676.000000 Penalty: 3765.090088
	Iteration 57Q: 3 clusters Score -1.008268e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -10082689.000000 Penalty: 3765.090088
	Iteration 58Q: 3 clusters Score -1.008269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103776 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -10082702.000000 Penalty: 3765.090088
	Iteration 59Q: 3 clusters Score -1.00827e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103800 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -10082716.000000 Penalty: 3765.090088
	Iteration 60F: 3 clusters Score -1.008272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -10082712.000000 Penalty: 3765.090088
	Iteration 61Q: 3 clusters Score -1.008271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103828 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -10082709.000000 Penalty: 3765.090088
	Iteration 62Q: 3 clusters Score -1.008271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103843 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -10082719.000000 Penalty: 3765.090088
	Iteration 63Q: 3 clusters Score -1.008272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103857 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -10082717.000000 Penalty: 3765.090088
	Iteration 64Q: 3 clusters Score -1.008272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103866 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -10082720.000000 Penalty: 3765.090088
	Iteration 65Q: 3 clusters Score -1.008272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -10082721.000000 Penalty: 3765.090088
	Iteration 66Q: 3 clusters Score -1.008272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103882 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -10082714.000000 Penalty: 3765.090088
	Iteration 67Q: 3 clusters Score -1.008271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -10082707.000000 Penalty: 3765.090088
	Iteration 68Q: 3 clusters Score -1.008271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -10082707.000000 Penalty: 3765.090088
	Iteration 69Q: 3 clusters Score -1.008271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -10082707.000000 Penalty: 3765.090088
	Iteration 70Q: 3 clusters Score -1.008271e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103898 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -10082709.000000 Penalty: 3765.090088
	Iteration 71Q: 3 clusters Score -1.008271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103900 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -10082709.000000 Penalty: 3765.090088
	Iteration 72Q: 3 clusters Score -1.008271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103903 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -10082712.000000 Penalty: 3765.090088
	Iteration 73Q: 3 clusters Score -1.008271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -10082713.000000 Penalty: 3765.090088
	Iteration 74Q: 3 clusters Score -1.008271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103908 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -10082717.000000 Penalty: 3765.090088
	Iteration 75Q: 3 clusters Score -1.008272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -10082715.000000 Penalty: 3765.090088
	Iteration 76Q: 3 clusters Score -1.008272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103915 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -10082715.000000 Penalty: 3765.090088
	Iteration 77Q: 3 clusters Score -1.008272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103919 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -10082716.000000 Penalty: 3765.090088
	Iteration 78Q: 3 clusters Score -1.008272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103923 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -10082724.000000 Penalty: 3765.090088
	Iteration 79Q: 3 clusters Score -1.008272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103925 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -10082723.000000 Penalty: 3765.090088
	Iteration 80F: 3 clusters Score -1.008272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103929 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -10082724.000000 Penalty: 3765.090088
	Iteration 81Q: 3 clusters Score -1.008272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103934 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -10082721.000000 Penalty: 3765.090088
	Iteration 82Q: 3 clusters Score -1.008272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103936 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -10082725.000000 Penalty: 3765.090088
	Iteration 83Q: 3 clusters Score -1.008272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103943 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -10082725.000000 Penalty: 3765.090088
	Iteration 84Q: 3 clusters Score -1.008272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103949 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -10082729.000000 Penalty: 3765.090088
	Iteration 85Q: 3 clusters Score -1.008273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103951 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -10082736.000000 Penalty: 3765.090088
	Iteration 86Q: 3 clusters Score -1.008274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103954 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -10082738.000000 Penalty: 3765.090088
	Iteration 87Q: 3 clusters Score -1.008274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103954 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -10082738.000000 Penalty: 3765.090088
	Iteration 88F: 3 clusters Score -1.008274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 108338 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 103954 members 
Mstep: Class 12 contains 11003 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 26026 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 17 contains 82448 members 
Mstep: Class 18 contains 153504 members 
Entering Unmasked Estep 
Score: -52368272.000000 Penalty: 36601.074219
Splitting cluster 11 changes total score from -52366440.000000 to -52368272.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 12 (11003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Entering Unmasked Estep 
Score: -1003625.500000 Penalty: 1512.212524
	Iteration 0F: 2 clusters Score -1003626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -995767.250000 Penalty: 3024.425049
	Iteration 0F: 3 clusters Score -995767.2 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -998360.187500 Penalty: 3024.425049
	Iteration 1F: 3 clusters Score -998360.2 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -998689.000000 Penalty: 3024.425049
	Iteration 2F: 3 clusters Score -998689 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -999284.000000 Penalty: 3024.425049
	Iteration 3F: 3 clusters Score -999284 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1000547.750000 Penalty: 3024.425049
	Iteration 4F: 3 clusters Score -1000548 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1002246.875000 Penalty: 3024.425049
	Iteration 5F: 3 clusters Score -1002247 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1003607.812500 Penalty: 3024.425049
	Iteration 6F: 3 clusters Score -1003608 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1004231.875000 Penalty: 3024.425049
	Iteration 7F: 3 clusters Score -1004232 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1004450.437500 Penalty: 3024.425049
	Iteration 8Q: 3 clusters Score -1004450 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1004520.437500 Penalty: 3024.425049
	Iteration 9Q: 3 clusters Score -1004520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1004553.812500 Penalty: 3024.425049
	Iteration 10Q: 3 clusters Score -1004554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1004568.625000 Penalty: 3024.425049
	Iteration 11Q: 3 clusters Score -1004569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1004581.125000 Penalty: 3024.425049
	Iteration 12Q: 3 clusters Score -1004581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1004585.875000 Penalty: 3024.425049
	Iteration 13Q: 3 clusters Score -1004586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1004590.750000 Penalty: 3024.425049
	Iteration 14Q: 3 clusters Score -1004591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1004594.562500 Penalty: 3024.425049
	Iteration 15Q: 3 clusters Score -1004595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1004598.625000 Penalty: 3024.425049
	Iteration 16Q: 3 clusters Score -1004599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1004599.312500 Penalty: 3024.425049
	Iteration 17Q: 3 clusters Score -1004599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1004599.750000 Penalty: 3024.425049
	Iteration 18Q: 3 clusters Score -1004600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1004601.062500 Penalty: 3024.425049
	Iteration 19Q: 3 clusters Score -1004601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1004602.937500 Penalty: 3024.425049
	Iteration 20F: 3 clusters Score -1004603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1004605.562500 Penalty: 3024.425049
	Iteration 21Q: 3 clusters Score -1004606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1004609.000000 Penalty: 3024.425049
	Iteration 22Q: 3 clusters Score -1004609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1004609.312500 Penalty: 3024.425049
	Iteration 23Q: 3 clusters Score -1004609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1004610.812500 Penalty: 3024.425049
	Iteration 24Q: 3 clusters Score -1004611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1004611.937500 Penalty: 3024.425049
	Iteration 25Q: 3 clusters Score -1004612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1004611.062500 Penalty: 3024.425049
	Iteration 26Q: 3 clusters Score -1004611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1004611.375000 Penalty: 3024.425049
	Iteration 27Q: 3 clusters Score -1004611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1004611.375000 Penalty: 3024.425049
	Iteration 28F: 3 clusters Score -1004611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 108338 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 103954 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 5949 members 
Mstep: Class 14 contains 26026 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 16 contains 9961 members 
Mstep: Class 17 contains 82448 members 
Mstep: Class 18 contains 153504 members 
Entering Unmasked Estep 
Score: -52368576.000000 Penalty: 38754.078125
Splitting cluster 12 changes total score from -52366440.000000 to -52368576.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 13 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -540294.812500 Penalty: 1412.283936
	Iteration 0F: 2 clusters Score -540294.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -535760.500000 Penalty: 2824.567871
	Iteration 0F: 3 clusters Score -535760.5 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -538431.937500 Penalty: 2824.567871
	Iteration 1F: 3 clusters Score -538431.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -541613.562500 Penalty: 2824.567871
	Iteration 2F: 3 clusters Score -541613.6 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -542860.437500 Penalty: 2824.567871
	Iteration 3F: 3 clusters Score -542860.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -543372.125000 Penalty: 2824.567871
	Iteration 4F: 3 clusters Score -543372.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -543585.312500 Penalty: 2824.567871
	Iteration 5Q: 3 clusters Score -543585.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -543685.812500 Penalty: 2824.567871
	Iteration 6Q: 3 clusters Score -543685.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -543726.937500 Penalty: 2824.567871
	Iteration 7Q: 3 clusters Score -543726.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -543752.875000 Penalty: 2824.567871
	Iteration 8Q: 3 clusters Score -543752.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -543774.375000 Penalty: 2824.567871
	Iteration 9Q: 3 clusters Score -543774.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -543784.625000 Penalty: 2824.567871
	Iteration 10Q: 3 clusters Score -543784.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -543791.687500 Penalty: 2824.567871
	Iteration 11Q: 3 clusters Score -543791.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -543796.937500 Penalty: 2824.567871
	Iteration 12Q: 3 clusters Score -543796.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -543800.500000 Penalty: 2824.567871
	Iteration 13Q: 3 clusters Score -543800.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -543810.437500 Penalty: 2824.567871
	Iteration 14Q: 3 clusters Score -543810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -543814.312500 Penalty: 2824.567871
	Iteration 15Q: 3 clusters Score -543814.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -543817.812500 Penalty: 2824.567871
	Iteration 16Q: 3 clusters Score -543817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -543820.875000 Penalty: 2824.567871
	Iteration 17Q: 3 clusters Score -543820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -543825.750000 Penalty: 2824.567871
	Iteration 18Q: 3 clusters Score -543825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -543827.500000 Penalty: 2824.567871
	Iteration 19Q: 3 clusters Score -543827.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -543830.125000 Penalty: 2824.567871
	Iteration 20F: 3 clusters Score -543830.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -543831.125000 Penalty: 2824.567871
	Iteration 21Q: 3 clusters Score -543831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -543831.125000 Penalty: 2824.567871
	Iteration 22F: 3 clusters Score -543831.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 108338 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 103954 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 675 members 
Mstep: Class 14 contains 26026 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 16 contains 9961 members 
Mstep: Class 17 contains 82448 members 
Mstep: Class 18 contains 153504 members 
Mstep: Class 19 contains 5274 members 
Entering Unmasked Estep 
Score: -52371396.000000 Penalty: 40907.082031
Splitting cluster 13 changes total score from -52366440.000000 to -52371396.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 17 (82448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82448 members 
Entering Unmasked Estep 
Score: -7896984.000000 Penalty: 1839.487549
	Iteration 0F: 2 clusters Score -7896984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -7841917.000000 Penalty: 3678.975098
	Iteration 0F: 3 clusters Score -7841917 nChanged 38988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -7864852.500000 Penalty: 3678.975098
	Iteration 1F: 3 clusters Score -7864852 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -7866055.000000 Penalty: 3678.975098
	Iteration 2Q: 3 clusters Score -7866055 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -7868040.500000 Penalty: 3678.975098
	Iteration 3F: 3 clusters Score -7868040 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -7871152.000000 Penalty: 3678.975098
	Iteration 4F: 3 clusters Score -7871152 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -7875371.000000 Penalty: 3678.975098
	Iteration 5F: 3 clusters Score -7875371 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -7880446.000000 Penalty: 3678.975098
	Iteration 6F: 3 clusters Score -7880446 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68613 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -7885446.000000 Penalty: 3678.975098
	Iteration 7F: 3 clusters Score -7885446 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72819 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -7889230.000000 Penalty: 3678.975098
	Iteration 8F: 3 clusters Score -7889230 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75687 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -7891951.000000 Penalty: 3678.975098
	Iteration 9Q: 3 clusters Score -7891951 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77397 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -7894061.500000 Penalty: 3678.975098
	Iteration 10Q: 3 clusters Score -7894062 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78205 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -7895841.000000 Penalty: 3678.975098
	Iteration 11Q: 3 clusters Score -7895841 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78387 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7896773.000000 Penalty: 3678.975098
	Iteration 12Q: 3 clusters Score -7896773 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -7897100.000000 Penalty: 3678.975098
	Iteration 13Q: 3 clusters Score -7897100 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78402 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -7897190.000000 Penalty: 3678.975098
	Iteration 14Q: 3 clusters Score -7897190 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78413 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7897230.500000 Penalty: 3678.975098
	Iteration 15Q: 3 clusters Score -7897230 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7897262.000000 Penalty: 3678.975098
	Iteration 16Q: 3 clusters Score -7897262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78434 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7897249.500000 Penalty: 3678.975098
	Iteration 17Q: 3 clusters Score -7897250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -7897244.000000 Penalty: 3678.975098
	Iteration 18Q: 3 clusters Score -7897244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78448 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7897253.000000 Penalty: 3678.975098
	Iteration 19Q: 3 clusters Score -7897253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78451 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -7897251.500000 Penalty: 3678.975098
	Iteration 20F: 3 clusters Score -7897252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78452 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7897249.000000 Penalty: 3678.975098
	Iteration 21Q: 3 clusters Score -7897249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -7897257.500000 Penalty: 3678.975098
	Iteration 22Q: 3 clusters Score -7897258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -7897262.000000 Penalty: 3678.975098
	Iteration 23Q: 3 clusters Score -7897262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7897255.500000 Penalty: 3678.975098
	Iteration 24Q: 3 clusters Score -7897256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78449 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7897255.500000 Penalty: 3678.975098
	Iteration 25F: 3 clusters Score -7897256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 5 contains 3626 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 108338 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 103954 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 675 members 
Mstep: Class 14 contains 26026 members 
Mstep: Class 15 contains 3508 members 
Mstep: Class 16 contains 9961 members 
Mstep: Class 17 contains 78449 members 
Mstep: Class 18 contains 153504 members 
Mstep: Class 19 contains 5274 members 
Mstep: Class 20 contains 3999 members 
Entering Unmasked Estep 
Score: -52370904.000000 Penalty: 43060.085938
Splitting cluster 17 changes total score from -52366440.000000 to -52370904.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 18 (153504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153504 members 
Entering Unmasked Estep 
Score: -14542658.000000 Penalty: 1940.490723
	Iteration 0F: 2 clusters Score -1.454266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 76527 members 
Entering Unmasked Estep 
Score: -14441047.000000 Penalty: 3880.981445
	Iteration 0F: 3 clusters Score -1.444105e+07 nChanged 73754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78261 members 
Mstep: Class 2 contains 75243 members 
Entering Unmasked Estep 
Score: -14485421.000000 Penalty: 3880.981445
	Iteration 1F: 3 clusters Score -1.448542e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78718 members 
Mstep: Class 2 contains 74786 members 
Entering Unmasked Estep 
Score: -14487031.000000 Penalty: 3880.981445
	Iteration 2Q: 3 clusters Score -1.448703e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78951 members 
Mstep: Class 2 contains 74553 members 
Entering Unmasked Estep 
Score: -14488917.000000 Penalty: 3880.981445
	Iteration 3Q: 3 clusters Score -1.448892e+07 nChanged 6784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 74387 members 
Entering Unmasked Estep 
Score: -14491849.000000 Penalty: 3880.981445
	Iteration 4Q: 3 clusters Score -1.449185e+07 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -14495983.000000 Penalty: 3880.981445
	Iteration 5F: 3 clusters Score -1.449598e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79443 members 
Mstep: Class 2 contains 74061 members 
Entering Unmasked Estep 
Score: -14500833.000000 Penalty: 3880.981445
	Iteration 6F: 3 clusters Score -1.450083e+07 nChanged 9066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80021 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -14505803.000000 Penalty: 3880.981445
	Iteration 7F: 3 clusters Score -1.45058e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81102 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -14510120.000000 Penalty: 3880.981445
	Iteration 8F: 3 clusters Score -1.451012e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82570 members 
Mstep: Class 2 contains 70934 members 
Entering Unmasked Estep 
Score: -14513184.000000 Penalty: 3880.981445
	Iteration 9Q: 3 clusters Score -1.451318e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84177 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -14515005.000000 Penalty: 3880.981445
	Iteration 10Q: 3 clusters Score -1.4515e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85900 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -14516050.000000 Penalty: 3880.981445
	Iteration 11Q: 3 clusters Score -1.451605e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87859 members 
Mstep: Class 2 contains 65645 members 
Entering Unmasked Estep 
Score: -14516691.000000 Penalty: 3880.981445
	Iteration 12Q: 3 clusters Score -1.451669e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90090 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -14517120.000000 Penalty: 3880.981445
	Iteration 13Q: 3 clusters Score -1.451712e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -14517587.000000 Penalty: 3880.981445
	Iteration 14Q: 3 clusters Score -1.451759e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95634 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -14518234.000000 Penalty: 3880.981445
	Iteration 15Q: 3 clusters Score -1.451823e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99087 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -14519110.000000 Penalty: 3880.981445
	Iteration 16Q: 3 clusters Score -1.451911e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103193 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -14520181.000000 Penalty: 3880.981445
	Iteration 17Q: 3 clusters Score -1.452018e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -14521559.000000 Penalty: 3880.981445
	Iteration 18Q: 3 clusters Score -1.452156e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113041 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -14523490.000000 Penalty: 3880.981445
	Iteration 19Q: 3 clusters Score -1.452349e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118755 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -14525635.000000 Penalty: 3880.981445
	Iteration 20F: 3 clusters Score -1.452564e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124677 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -14528156.000000 Penalty: 3880.981445
	Iteration 21Q: 3 clusters Score -1.452816e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130476 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -14530833.000000 Penalty: 3880.981445
	Iteration 22Q: 3 clusters Score -1.453083e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135818 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -14533432.000000 Penalty: 3880.981445
	Iteration 23Q: 3 clusters Score -1.453343e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140429 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -14535633.000000 Penalty: 3880.981445
	Iteration 24Q: 3 clusters Score -1.453563e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144086 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -14537357.000000 Penalty: 3880.981445
	Iteration 25Q: 3 clusters Score -1.453736e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146846 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -14538483.000000 Penalty: 3880.981445
	Iteration 26Q: 3 clusters Score -1.453848e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148755 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -14539381.000000 Penalty: 3880.981445
	Iteration 27Q: 3 clusters Score -1.453938e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150030 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -14539892.000000 Penalty: 3880.981445
	Iteration 28Q: 3 clusters Score -1.453989e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150915 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -14540281.000000 Penalty: 3880.981445
	Iteration 29Q: 3 clusters Score -1.454028e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151459 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -14540491.000000 Penalty: 3880.981445
	Iteration 30Q: 3 clusters Score -1.454049e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151806 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -14540643.000000 Penalty: 3880.981445
	Iteration 31Q: 3 clusters Score -1.454064e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152037 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -14540726.000000 Penalty: 3880.981445
	Iteration 32Q: 3 clusters Score -1.454073e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152216 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -14540808.000000 Penalty: 3880.981445
	Iteration 33Q: 3 clusters Score -1.454081e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152351 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -14540876.000000 Penalty: 3880.981445
	Iteration 34Q: 3 clusters Score -1.454088e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152456 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -14540927.000000 Penalty: 3880.981445
	Iteration 35Q: 3 clusters Score -1.454093e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152534 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -14540985.000000 Penalty: 3880.981445
	Iteration 36Q: 3 clusters Score -1.454098e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152592 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -14541018.000000 Penalty: 3880.981445
	Iteration 37Q: 3 clusters Score -1.454102e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152625 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -14541021.000000 Penalty: 3880.981445
	Iteration 38Q: 3 clusters Score -1.454102e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -14541035.000000 Penalty: 3880.981445
	Iteration 39Q: 3 clusters Score -1.454104e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152664 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -14541056.000000 Penalty: 3880.981445
	Iteration 40F: 3 clusters Score -1.454106e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -14541068.000000 Penalty: 3880.981445
	Iteration 41Q: 3 clusters Score -1.454107e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152690 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -14541069.000000 Penalty: 3880.981445
	Iteration 42Q: 3 clusters Score -1.454107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152695 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -14541088.000000 Penalty: 3880.981445
	Iteration 43Q: 3 clusters Score -1.454109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -14541097.000000 Penalty: 3880.981445
	Iteration 44Q: 3 clusters Score -1.45411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14541100.000000 Penalty: 3880.981445
	Iteration 45Q: 3 clusters Score -1.45411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152721 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -14541102.000000 Penalty: 3880.981445
	Iteration 46Q: 3 clusters Score -1.45411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152728 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -14541124.000000 Penalty: 3880.981445
	Iteration 47Q: 3 clusters Score -1.454112e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152738 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14541127.000000 Penalty: 3880.981445
	Iteration 48Q: 3 clusters Score -1.454113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152747 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -14541126.000000 Penalty: 3880.981445
	Iteration 49Q: 3 clusters Score -1.454113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -14541127.000000 Penalty: 3880.981445
	Iteration 50Q: 3 clusters Score -1.454113e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152764 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -14541134.000000 Penalty: 3880.981445
	Iteration 51Q: 3 clusters Score -1.454113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152768 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14541133.000000 Penalty: 3880.981445
	Iteration 52Q: 3 clusters Score -1.454113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152771 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14541135.000000 Penalty: 3880.981445
	Iteration 53Q: 3 clusters Score -1.454114e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152775 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -14541139.000000 Penalty: 3880.981445
	Iteration 54Q: 3 clusters Score -1.454114e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152774 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -14541140.000000 Penalty: 3880.981445
	Iteration 55Q: 3 clusters Score -1.454114e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -14541139.000000 Penalty: 3880.981445
	Iteration 56Q: 3 clusters Score -1.454114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152773 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -14541139.000000 Penalty: 3880.981445
	Iteration 57F: 3 clusters Score -1.454114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33081 members 
Mstep: Class 4 contains 7048 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 8 contains 7193 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 1374 members 
Mstep: Class 11 contains 103954 members 
Mstep: Class 12 contains 1042 members 
Mstep: Class 13 contains 675 members 
Mstep: Class 17 contains 78449 members 
Mstep: Class 18 contains 153504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52374768.000000 Penalty: 43060.085938
Iteration 39Q: 21 clusters Score -5.237477e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33017 members 
Mstep: Class 3 contains 9420 members 
Mstep: Class 4 contains 7056 members 
Mstep: Class 5 contains 3399 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 107674 members 
Mstep: Class 8 contains 7552 members 
Mstep: Class 9 contains 6583 members 
Mstep: Class 10 contains 1755 members 
Mstep: Class 11 contains 103899 members 
Mstep: Class 12 contains 1083 members 
Mstep: Class 13 contains 663 members 
Mstep: Class 14 contains 25787 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 10127 members 
Mstep: Class 17 contains 78423 members 
Mstep: Class 18 contains 153521 members 
Mstep: Class 19 contains 5269 members 
Mstep: Class 20 contains 3988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52378440.000000 Penalty: 43060.085938
Iteration 40F: 21 clusters Score -5.237844e+07 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 32372 members 
Mstep: Class 3 contains 9288 members 
Mstep: Class 4 contains 7030 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 3197 members 
Mstep: Class 7 contains 107720 members 
Mstep: Class 8 contains 7638 members 
Mstep: Class 9 contains 6604 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 103525 members 
Mstep: Class 12 contains 1118 members 
Mstep: Class 13 contains 658 members 
Mstep: Class 14 contains 25718 members 
Mstep: Class 15 contains 3902 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 78214 members 
Mstep: Class 18 contains 153245 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 4109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380352.000000 Penalty: 43060.085938
Iteration 41Q: 21 clusters Score -5.238035e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 31971 members 
Mstep: Class 3 contains 9173 members 
Mstep: Class 4 contains 6993 members 
Mstep: Class 5 contains 3972 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 107685 members 
Mstep: Class 8 contains 7764 members 
Mstep: Class 9 contains 6623 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 103317 members 
Mstep: Class 12 contains 1138 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 25667 members 
Mstep: Class 15 contains 3972 members 
Mstep: Class 16 contains 10289 members 
Mstep: Class 17 contains 78078 members 
Mstep: Class 18 contains 153012 members 
Mstep: Class 19 contains 5811 members 
Mstep: Class 20 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52381436.000000 Penalty: 43060.085938
Iteration 42Q: 21 clusters Score -5.238144e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 31683 members 
Mstep: Class 3 contains 9075 members 
Mstep: Class 4 contains 6961 members 
Mstep: Class 5 contains 4099 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 107661 members 
Mstep: Class 8 contains 7883 members 
Mstep: Class 9 contains 6637 members 
Mstep: Class 10 contains 2707 members 
Mstep: Class 11 contains 103188 members 
Mstep: Class 12 contains 1163 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 25633 members 
Mstep: Class 15 contains 4009 members 
Mstep: Class 16 contains 10307 members 
Mstep: Class 17 contains 77990 members 
Mstep: Class 18 contains 152842 members 
Mstep: Class 19 contains 5937 members 
Mstep: Class 20 contains 4260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52382136.000000 Penalty: 43060.085938
Iteration 43Q: 21 clusters Score -5.238214e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 31435 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 6929 members 
Mstep: Class 5 contains 4176 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 107641 members 
Mstep: Class 8 contains 8002 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 2910 members 
Mstep: Class 11 contains 103111 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 655 members 
Mstep: Class 14 contains 25601 members 
Mstep: Class 15 contains 4033 members 
Mstep: Class 16 contains 10319 members 
Mstep: Class 17 contains 77933 members 
Mstep: Class 18 contains 152704 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 4306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52382448.000000 Penalty: 43060.085938
Iteration 44Q: 21 clusters Score -5.238245e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 31258 members 
Mstep: Class 3 contains 8943 members 
Mstep: Class 4 contains 6902 members 
Mstep: Class 5 contains 4265 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 107652 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 6676 members 
Mstep: Class 10 contains 3023 members 
Mstep: Class 11 contains 103028 members 
Mstep: Class 12 contains 1198 members 
Mstep: Class 13 contains 651 members 
Mstep: Class 14 contains 25563 members 
Mstep: Class 15 contains 4047 members 
Mstep: Class 16 contains 10323 members 
Mstep: Class 17 contains 77903 members 
Mstep: Class 18 contains 152601 members 
Mstep: Class 19 contains 6099 members 
Mstep: Class 20 contains 4348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52382648.000000 Penalty: 43060.085938
Iteration 45Q: 21 clusters Score -5.238265e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 31122 members 
Mstep: Class 3 contains 8880 members 
Mstep: Class 4 contains 6875 members 
Mstep: Class 5 contains 4316 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 107680 members 
Mstep: Class 8 contains 8149 members 
Mstep: Class 9 contains 6683 members 
Mstep: Class 10 contains 3088 members 
Mstep: Class 11 contains 102983 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 653 members 
Mstep: Class 14 contains 25536 members 
Mstep: Class 15 contains 4053 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 77896 members 
Mstep: Class 18 contains 152548 members 
Mstep: Class 19 contains 6146 members 
Mstep: Class 20 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52382964.000000 Penalty: 43060.085938
Iteration 46Q: 21 clusters Score -5.238296e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 31030 members 
Mstep: Class 3 contains 8842 members 
Mstep: Class 4 contains 6848 members 
Mstep: Class 5 contains 4360 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 107724 members 
Mstep: Class 8 contains 8224 members 
Mstep: Class 9 contains 6683 members 
Mstep: Class 10 contains 3126 members 
Mstep: Class 11 contains 102945 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 652 members 
Mstep: Class 14 contains 25508 members 
Mstep: Class 15 contains 4054 members 
Mstep: Class 16 contains 10340 members 
Mstep: Class 17 contains 77882 members 
Mstep: Class 18 contains 152490 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 4401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383188.000000 Penalty: 43060.085938
Iteration 47Q: 21 clusters Score -5.238319e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 30972 members 
Mstep: Class 3 contains 8817 members 
Mstep: Class 4 contains 6830 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 107734 members 
Mstep: Class 8 contains 8295 members 
Mstep: Class 9 contains 6682 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 102908 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 650 members 
Mstep: Class 14 contains 25489 members 
Mstep: Class 15 contains 4052 members 
Mstep: Class 16 contains 10345 members 
Mstep: Class 17 contains 77878 members 
Mstep: Class 18 contains 152430 members 
Mstep: Class 19 contains 6199 members 
Mstep: Class 20 contains 4422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383172.000000 Penalty: 43060.085938
Iteration 48Q: 21 clusters Score -5.238317e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 30916 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 6814 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 107743 members 
Mstep: Class 8 contains 8357 members 
Mstep: Class 9 contains 6682 members 
Mstep: Class 10 contains 3168 members 
Mstep: Class 11 contains 102878 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25475 members 
Mstep: Class 15 contains 4050 members 
Mstep: Class 16 contains 10343 members 
Mstep: Class 17 contains 77874 members 
Mstep: Class 18 contains 152384 members 
Mstep: Class 19 contains 6226 members 
Mstep: Class 20 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383156.000000 Penalty: 43060.085938
Iteration 49Q: 21 clusters Score -5.238316e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 30874 members 
Mstep: Class 3 contains 8784 members 
Mstep: Class 4 contains 6801 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 107743 members 
Mstep: Class 8 contains 8387 members 
Mstep: Class 9 contains 6684 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 102861 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25468 members 
Mstep: Class 15 contains 4050 members 
Mstep: Class 16 contains 10339 members 
Mstep: Class 17 contains 77876 members 
Mstep: Class 18 contains 152350 members 
Mstep: Class 19 contains 6244 members 
Mstep: Class 20 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383236.000000 Penalty: 43060.085938
Iteration 50Q: 21 clusters Score -5.238324e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 30834 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 6794 members 
Mstep: Class 5 contains 4457 members 
Mstep: Class 6 contains 3178 members 
Mstep: Class 7 contains 107758 members 
Mstep: Class 8 contains 8395 members 
Mstep: Class 9 contains 6689 members 
Mstep: Class 10 contains 3199 members 
Mstep: Class 11 contains 102848 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25461 members 
Mstep: Class 15 contains 4049 members 
Mstep: Class 16 contains 10339 members 
Mstep: Class 17 contains 77880 members 
Mstep: Class 18 contains 152333 members 
Mstep: Class 19 contains 6259 members 
Mstep: Class 20 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383208.000000 Penalty: 43060.085938
Iteration 51Q: 21 clusters Score -5.238321e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 30805 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 6787 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 107753 members 
Mstep: Class 8 contains 8406 members 
Mstep: Class 9 contains 6695 members 
Mstep: Class 10 contains 3213 members 
Mstep: Class 11 contains 102840 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25450 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 10340 members 
Mstep: Class 17 contains 77883 members 
Mstep: Class 18 contains 152319 members 
Mstep: Class 19 contains 6273 members 
Mstep: Class 20 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383252.000000 Penalty: 43060.085938
Iteration 52Q: 21 clusters Score -5.238325e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 30785 members 
Mstep: Class 3 contains 8768 members 
Mstep: Class 4 contains 6772 members 
Mstep: Class 5 contains 4465 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 107747 members 
Mstep: Class 8 contains 8418 members 
Mstep: Class 9 contains 6700 members 
Mstep: Class 10 contains 3226 members 
Mstep: Class 11 contains 102835 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25443 members 
Mstep: Class 15 contains 4058 members 
Mstep: Class 16 contains 10339 members 
Mstep: Class 17 contains 77891 members 
Mstep: Class 18 contains 152305 members 
Mstep: Class 19 contains 6279 members 
Mstep: Class 20 contains 4524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383224.000000 Penalty: 43060.085938
Iteration 53Q: 21 clusters Score -5.238322e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 30772 members 
Mstep: Class 3 contains 8765 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 4469 members 
Mstep: Class 6 contains 3177 members 
Mstep: Class 7 contains 107745 members 
Mstep: Class 8 contains 8427 members 
Mstep: Class 9 contains 6700 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 11 contains 102832 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25437 members 
Mstep: Class 15 contains 4062 members 
Mstep: Class 16 contains 10337 members 
Mstep: Class 17 contains 77903 members 
Mstep: Class 18 contains 152291 members 
Mstep: Class 19 contains 6284 members 
Mstep: Class 20 contains 4544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383244.000000 Penalty: 43060.085938
Iteration 54Q: 21 clusters Score -5.238324e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 30766 members 
Mstep: Class 3 contains 8755 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 4474 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 107736 members 
Mstep: Class 8 contains 8432 members 
Mstep: Class 9 contains 6699 members 
Mstep: Class 10 contains 3236 members 
Mstep: Class 11 contains 102821 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25428 members 
Mstep: Class 15 contains 4072 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 77910 members 
Mstep: Class 18 contains 152281 members 
Mstep: Class 19 contains 6286 members 
Mstep: Class 20 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383236.000000 Penalty: 43060.085938
Iteration 55Q: 21 clusters Score -5.238324e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 30761 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 6751 members 
Mstep: Class 5 contains 4479 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 107723 members 
Mstep: Class 8 contains 8442 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 10 contains 3243 members 
Mstep: Class 11 contains 102814 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25420 members 
Mstep: Class 15 contains 4072 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 77915 members 
Mstep: Class 18 contains 152268 members 
Mstep: Class 19 contains 6288 members 
Mstep: Class 20 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383232.000000 Penalty: 43060.085938
Iteration 56Q: 21 clusters Score -5.238323e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 30752 members 
Mstep: Class 3 contains 8750 members 
Mstep: Class 4 contains 6748 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 107712 members 
Mstep: Class 8 contains 8448 members 
Mstep: Class 9 contains 6705 members 
Mstep: Class 10 contains 3249 members 
Mstep: Class 11 contains 102811 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25413 members 
Mstep: Class 15 contains 4071 members 
Mstep: Class 16 contains 10334 members 
Mstep: Class 17 contains 77913 members 
Mstep: Class 18 contains 152262 members 
Mstep: Class 19 contains 6294 members 
Mstep: Class 20 contains 4594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383332.000000 Penalty: 43060.085938
Iteration 57Q: 21 clusters Score -5.238333e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 30738 members 
Mstep: Class 3 contains 8745 members 
Mstep: Class 4 contains 6747 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 107711 members 
Mstep: Class 8 contains 8457 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 3252 members 
Mstep: Class 11 contains 102808 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25407 members 
Mstep: Class 15 contains 4073 members 
Mstep: Class 16 contains 10335 members 
Mstep: Class 17 contains 77908 members 
Mstep: Class 18 contains 152254 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383404.000000 Penalty: 43060.085938
Iteration 58Q: 21 clusters Score -5.23834e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 30725 members 
Mstep: Class 3 contains 8744 members 
Mstep: Class 4 contains 6745 members 
Mstep: Class 5 contains 4493 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 107712 members 
Mstep: Class 8 contains 8465 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 3255 members 
Mstep: Class 11 contains 102805 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25401 members 
Mstep: Class 15 contains 4071 members 
Mstep: Class 16 contains 10334 members 
Mstep: Class 17 contains 77894 members 
Mstep: Class 18 contains 152247 members 
Mstep: Class 19 contains 6300 members 
Mstep: Class 20 contains 4638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383380.000000 Penalty: 43060.085938
Iteration 59Q: 21 clusters Score -5.238338e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 30715 members 
Mstep: Class 3 contains 8743 members 
Mstep: Class 4 contains 6757 members 
Mstep: Class 5 contains 4494 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 107713 members 
Mstep: Class 8 contains 8473 members 
Mstep: Class 9 contains 6701 members 
Mstep: Class 10 contains 3259 members 
Mstep: Class 11 contains 102809 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25392 members 
Mstep: Class 15 contains 4067 members 
Mstep: Class 16 contains 10334 members 
Mstep: Class 17 contains 77876 members 
Mstep: Class 18 contains 152238 members 
Mstep: Class 19 contains 6302 members 
Mstep: Class 20 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383628.000000 Penalty: 43060.085938
Iteration 60F: 21 clusters Score -5.238363e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 30672 members 
Mstep: Class 3 contains 8741 members 
Mstep: Class 4 contains 6766 members 
Mstep: Class 5 contains 4496 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 107652 members 
Mstep: Class 8 contains 8398 members 
Mstep: Class 9 contains 6701 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 102806 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25379 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 10334 members 
Mstep: Class 17 contains 77872 members 
Mstep: Class 18 contains 152232 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383824.000000 Penalty: 43060.085938
Iteration 61Q: 21 clusters Score -5.238382e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30621 members 
Mstep: Class 3 contains 8737 members 
Mstep: Class 4 contains 6775 members 
Mstep: Class 5 contains 4495 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 107630 members 
Mstep: Class 8 contains 8346 members 
Mstep: Class 9 contains 6700 members 
Mstep: Class 10 contains 3588 members 
Mstep: Class 11 contains 102802 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25360 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 10333 members 
Mstep: Class 17 contains 77864 members 
Mstep: Class 18 contains 152219 members 
Mstep: Class 19 contains 6302 members 
Mstep: Class 20 contains 4694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384032.000000 Penalty: 43060.085938
Iteration 62Q: 21 clusters Score -5.238403e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30561 members 
Mstep: Class 3 contains 8730 members 
Mstep: Class 4 contains 6782 members 
Mstep: Class 5 contains 4494 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 107633 members 
Mstep: Class 8 contains 8315 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 10 contains 3691 members 
Mstep: Class 11 contains 102802 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25354 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 10331 members 
Mstep: Class 17 contains 77862 members 
Mstep: Class 18 contains 152203 members 
Mstep: Class 19 contains 6301 members 
Mstep: Class 20 contains 4705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384048.000000 Penalty: 43060.085938
Iteration 63Q: 21 clusters Score -5.238405e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30507 members 
Mstep: Class 3 contains 8728 members 
Mstep: Class 4 contains 6780 members 
Mstep: Class 5 contains 4494 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 107641 members 
Mstep: Class 8 contains 8299 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 11 contains 102804 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25357 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10327 members 
Mstep: Class 17 contains 77862 members 
Mstep: Class 18 contains 152184 members 
Mstep: Class 19 contains 6305 members 
Mstep: Class 20 contains 4715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384040.000000 Penalty: 43060.085938
Iteration 64Q: 21 clusters Score -5.238404e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30462 members 
Mstep: Class 3 contains 8730 members 
Mstep: Class 4 contains 6775 members 
Mstep: Class 5 contains 4494 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 107644 members 
Mstep: Class 8 contains 8276 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 3815 members 
Mstep: Class 11 contains 102803 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25355 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10325 members 
Mstep: Class 17 contains 77861 members 
Mstep: Class 18 contains 152177 members 
Mstep: Class 19 contains 6312 members 
Mstep: Class 20 contains 4729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384100.000000 Penalty: 43060.085938
Iteration 65Q: 21 clusters Score -5.23841e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30430 members 
Mstep: Class 3 contains 8724 members 
Mstep: Class 4 contains 6771 members 
Mstep: Class 5 contains 4494 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 107642 members 
Mstep: Class 8 contains 8274 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 3850 members 
Mstep: Class 11 contains 102800 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25357 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10324 members 
Mstep: Class 17 contains 77851 members 
Mstep: Class 18 contains 152171 members 
Mstep: Class 19 contains 6321 members 
Mstep: Class 20 contains 4746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384088.000000 Penalty: 43060.085938
Iteration 66Q: 21 clusters Score -5.238409e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30410 members 
Mstep: Class 3 contains 8722 members 
Mstep: Class 4 contains 6773 members 
Mstep: Class 5 contains 4495 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 107637 members 
Mstep: Class 8 contains 8269 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 3868 members 
Mstep: Class 11 contains 102798 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25356 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10326 members 
Mstep: Class 17 contains 77841 members 
Mstep: Class 18 contains 152161 members 
Mstep: Class 19 contains 6333 members 
Mstep: Class 20 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384156.000000 Penalty: 43060.085938
Iteration 67Q: 21 clusters Score -5.238416e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30391 members 
Mstep: Class 3 contains 8720 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 107642 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 6714 members 
Mstep: Class 10 contains 3885 members 
Mstep: Class 11 contains 102797 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25350 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10328 members 
Mstep: Class 17 contains 77835 members 
Mstep: Class 18 contains 152150 members 
Mstep: Class 19 contains 6340 members 
Mstep: Class 20 contains 4778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384228.000000 Penalty: 43060.085938
Iteration 68Q: 21 clusters Score -5.238423e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30379 members 
Mstep: Class 3 contains 8719 members 
Mstep: Class 4 contains 6768 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3184 members 
Mstep: Class 7 contains 107640 members 
Mstep: Class 8 contains 8277 members 
Mstep: Class 9 contains 6715 members 
Mstep: Class 10 contains 3897 members 
Mstep: Class 11 contains 102798 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25343 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10331 members 
Mstep: Class 17 contains 77823 members 
Mstep: Class 18 contains 152139 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 4795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384244.000000 Penalty: 43060.085938
Iteration 69Q: 21 clusters Score -5.238424e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30365 members 
Mstep: Class 3 contains 8716 members 
Mstep: Class 4 contains 6770 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 107643 members 
Mstep: Class 8 contains 8272 members 
Mstep: Class 9 contains 6715 members 
Mstep: Class 10 contains 3910 members 
Mstep: Class 11 contains 102798 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25346 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10329 members 
Mstep: Class 17 contains 77814 members 
Mstep: Class 18 contains 152132 members 
Mstep: Class 19 contains 6354 members 
Mstep: Class 20 contains 4810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384272.000000 Penalty: 43060.085938
Iteration 70Q: 21 clusters Score -5.238427e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30353 members 
Mstep: Class 3 contains 8716 members 
Mstep: Class 4 contains 6769 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 107649 members 
Mstep: Class 8 contains 8275 members 
Mstep: Class 9 contains 6713 members 
Mstep: Class 10 contains 3926 members 
Mstep: Class 11 contains 102800 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25345 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10327 members 
Mstep: Class 17 contains 77804 members 
Mstep: Class 18 contains 152118 members 
Mstep: Class 19 contains 6357 members 
Mstep: Class 20 contains 4822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384228.000000 Penalty: 43060.085938
Iteration 71Q: 21 clusters Score -5.238423e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30338 members 
Mstep: Class 3 contains 8715 members 
Mstep: Class 4 contains 6768 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 107651 members 
Mstep: Class 8 contains 8274 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 3943 members 
Mstep: Class 11 contains 102800 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25345 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10324 members 
Mstep: Class 17 contains 77794 members 
Mstep: Class 18 contains 152115 members 
Mstep: Class 19 contains 6360 members 
Mstep: Class 20 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384232.000000 Penalty: 43060.085938
Iteration 72Q: 21 clusters Score -5.238423e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30323 members 
Mstep: Class 3 contains 8715 members 
Mstep: Class 4 contains 6764 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 107656 members 
Mstep: Class 8 contains 8267 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 3965 members 
Mstep: Class 11 contains 102798 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25347 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10322 members 
Mstep: Class 17 contains 77788 members 
Mstep: Class 18 contains 152105 members 
Mstep: Class 19 contains 6364 members 
Mstep: Class 20 contains 4851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384260.000000 Penalty: 43060.085938
Iteration 73Q: 21 clusters Score -5.238426e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30308 members 
Mstep: Class 3 contains 8713 members 
Mstep: Class 4 contains 6764 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3181 members 
Mstep: Class 7 contains 107657 members 
Mstep: Class 8 contains 8277 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 3976 members 
Mstep: Class 11 contains 102798 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25347 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10319 members 
Mstep: Class 17 contains 77777 members 
Mstep: Class 18 contains 152096 members 
Mstep: Class 19 contains 6369 members 
Mstep: Class 20 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384220.000000 Penalty: 43060.085938
Iteration 74Q: 21 clusters Score -5.238422e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30298 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6764 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 107654 members 
Mstep: Class 8 contains 8284 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 3984 members 
Mstep: Class 11 contains 102797 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25346 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10319 members 
Mstep: Class 17 contains 77773 members 
Mstep: Class 18 contains 152088 members 
Mstep: Class 19 contains 6371 members 
Mstep: Class 20 contains 4875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384220.000000 Penalty: 43060.085938
Iteration 75Q: 21 clusters Score -5.238422e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 30293 members 
Mstep: Class 3 contains 8712 members 
Mstep: Class 4 contains 6764 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 107647 members 
Mstep: Class 8 contains 8289 members 
Mstep: Class 9 contains 6714 members 
Mstep: Class 10 contains 3989 members 
Mstep: Class 11 contains 102796 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25347 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10319 members 
Mstep: Class 17 contains 77765 members 
Mstep: Class 18 contains 152081 members 
Mstep: Class 19 contains 6373 members 
Mstep: Class 20 contains 4889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384256.000000 Penalty: 43060.085938
Iteration 76Q: 21 clusters Score -5.238426e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30286 members 
Mstep: Class 3 contains 8711 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 8293 members 
Mstep: Class 9 contains 6715 members 
Mstep: Class 10 contains 3995 members 
Mstep: Class 11 contains 102796 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25349 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10319 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 152075 members 
Mstep: Class 19 contains 6374 members 
Mstep: Class 20 contains 4896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384240.000000 Penalty: 43060.085938
Iteration 77Q: 21 clusters Score -5.238424e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30281 members 
Mstep: Class 3 contains 8711 members 
Mstep: Class 4 contains 6762 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 107648 members 
Mstep: Class 8 contains 8298 members 
Mstep: Class 9 contains 6713 members 
Mstep: Class 10 contains 3998 members 
Mstep: Class 11 contains 102796 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25351 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10321 members 
Mstep: Class 17 contains 77748 members 
Mstep: Class 18 contains 152067 members 
Mstep: Class 19 contains 6377 members 
Mstep: Class 20 contains 4907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384280.000000 Penalty: 43060.085938
Iteration 78Q: 21 clusters Score -5.238428e+07 nChanged 54
Entering ConstructFrom: 
Score: -52384280.000000 Penalty: 43060.085938
Entering ConstructFrom: 
Trying to split cluster 1 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -180566.828125 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -180566.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -178408.125000 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -178408.1 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -178875.843750 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -178875.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -179004.453125 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -179004.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -179080.265625 Penalty: 2484.287598
	Iteration 3Q: 3 clusters Score -179080.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -179152.781250 Penalty: 2484.287598
	Iteration 4Q: 3 clusters Score -179152.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -179203.625000 Penalty: 2484.287598
	Iteration 5Q: 3 clusters Score -179203.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -179249.203125 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -179249.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -179282.812500 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -179282.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -179307.093750 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -179307.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -179329.312500 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -179329.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -179349.796875 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -179349.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -179362.921875 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -179362.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -179377.609375 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -179377.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -179395.140625 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -179395.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -179407.843750 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -179407.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -179422.828125 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -179422.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -179438.515625 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -179438.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -179445.312500 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -179445.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -179451.171875 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -179451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -179457.796875 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -179457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -179461.140625 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -179461.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -179463.234375 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -179463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -179464.328125 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -179464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -179467.125000 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -179467.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179468.468750 Penalty: 2484.287598
	Iteration 24Q: 3 clusters Score -179468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -179468.890625 Penalty: 2484.287598
	Iteration 25Q: 3 clusters Score -179468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -179469.609375 Penalty: 2484.287598
	Iteration 26Q: 3 clusters Score -179469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179470.171875 Penalty: 2484.287598
	Iteration 27Q: 3 clusters Score -179470.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179470.812500 Penalty: 2484.287598
	Iteration 28Q: 3 clusters Score -179470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -179472.437500 Penalty: 2484.287598
	Iteration 29Q: 3 clusters Score -179472.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179472.406250 Penalty: 2484.287598
	Iteration 30Q: 3 clusters Score -179472.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179472.406250 Penalty: 2484.287598
	Iteration 31F: 3 clusters Score -179472.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Entering Unmasked Estep 
Score: -2908421.750000 Penalty: 1676.692993
	Iteration 0F: 2 clusters Score -2908422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2888081.250000 Penalty: 3353.385986
	Iteration 0F: 3 clusters Score -2888081 nChanged 13896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2895871.000000 Penalty: 3353.385986
	Iteration 1F: 3 clusters Score -2895871 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2896396.750000 Penalty: 3353.385986
	Iteration 2Q: 3 clusters Score -2896397 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2897059.750000 Penalty: 3353.385986
	Iteration 3Q: 3 clusters Score -2897060 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2897984.000000 Penalty: 3353.385986
	Iteration 4F: 3 clusters Score -2897984 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2899250.000000 Penalty: 3353.385986
	Iteration 5F: 3 clusters Score -2899250 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2900923.000000 Penalty: 3353.385986
	Iteration 6F: 3 clusters Score -2900923 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -2902707.000000 Penalty: 3353.385986
	Iteration 7F: 3 clusters Score -2902707 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -2904225.750000 Penalty: 3353.385986
	Iteration 8F: 3 clusters Score -2904226 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -2905351.250000 Penalty: 3353.385986
	Iteration 9Q: 3 clusters Score -2905351 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -2906105.750000 Penalty: 3353.385986
	Iteration 10Q: 3 clusters Score -2906106 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -2906512.500000 Penalty: 3353.385986
	Iteration 11Q: 3 clusters Score -2906512 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -2906725.750000 Penalty: 3353.385986
	Iteration 12Q: 3 clusters Score -2906726 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -2906873.500000 Penalty: 3353.385986
	Iteration 13Q: 3 clusters Score -2906874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -2906985.500000 Penalty: 3353.385986
	Iteration 14Q: 3 clusters Score -2906986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -2907055.000000 Penalty: 3353.385986
	Iteration 15Q: 3 clusters Score -2907055 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -2907116.250000 Penalty: 3353.385986
	Iteration 16Q: 3 clusters Score -2907116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -2907147.250000 Penalty: 3353.385986
	Iteration 17Q: 3 clusters Score -2907147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -2907166.750000 Penalty: 3353.385986
	Iteration 18Q: 3 clusters Score -2907167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -2907184.750000 Penalty: 3353.385986
	Iteration 19Q: 3 clusters Score -2907185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -2907206.750000 Penalty: 3353.385986
	Iteration 20F: 3 clusters Score -2907207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -2907211.000000 Penalty: 3353.385986
	Iteration 21Q: 3 clusters Score -2907211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -2907216.500000 Penalty: 3353.385986
	Iteration 22Q: 3 clusters Score -2907216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -2907219.250000 Penalty: 3353.385986
	Iteration 23Q: 3 clusters Score -2907219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -2907225.000000 Penalty: 3353.385986
	Iteration 24Q: 3 clusters Score -2907225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -2907225.500000 Penalty: 3353.385986
	Iteration 25Q: 3 clusters Score -2907226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -2907227.500000 Penalty: 3353.385986
	Iteration 26Q: 3 clusters Score -2907228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -2907228.000000 Penalty: 3353.385986
	Iteration 27Q: 3 clusters Score -2907228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -2907228.000000 Penalty: 3353.385986
	Iteration 28Q: 3 clusters Score -2907228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -2907225.000000 Penalty: 3353.385986
	Iteration 29Q: 3 clusters Score -2907225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -2907225.000000 Penalty: 3353.385986
	Iteration 30F: 3 clusters Score -2907225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Entering Unmasked Estep 
Score: -784848.812500 Penalty: 1474.255615
	Iteration 0F: 2 clusters Score -784848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -778483.437500 Penalty: 2948.511230
	Iteration 0F: 3 clusters Score -778483.4 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -780539.625000 Penalty: 2948.511230
	Iteration 1F: 3 clusters Score -780539.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -780740.312500 Penalty: 2948.511230
	Iteration 2F: 3 clusters Score -780740.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -780888.312500 Penalty: 2948.511230
	Iteration 3Q: 3 clusters Score -780888.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -781037.875000 Penalty: 2948.511230
	Iteration 4Q: 3 clusters Score -781037.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -781167.625000 Penalty: 2948.511230
	Iteration 5Q: 3 clusters Score -781167.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -781324.000000 Penalty: 2948.511230
	Iteration 6Q: 3 clusters Score -781324 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -781515.125000 Penalty: 2948.511230
	Iteration 7Q: 3 clusters Score -781515.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -781783.437500 Penalty: 2948.511230
	Iteration 8Q: 3 clusters Score -781783.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -782100.312500 Penalty: 2948.511230
	Iteration 9F: 3 clusters Score -782100.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -782439.250000 Penalty: 2948.511230
	Iteration 10Q: 3 clusters Score -782439.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -782809.562500 Penalty: 2948.511230
	Iteration 11Q: 3 clusters Score -782809.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -783089.562500 Penalty: 2948.511230
	Iteration 12Q: 3 clusters Score -783089.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -783297.187500 Penalty: 2948.511230
	Iteration 13Q: 3 clusters Score -783297.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -783441.437500 Penalty: 2948.511230
	Iteration 14Q: 3 clusters Score -783441.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -783539.062500 Penalty: 2948.511230
	Iteration 15Q: 3 clusters Score -783539.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -783599.687500 Penalty: 2948.511230
	Iteration 16Q: 3 clusters Score -783599.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -783635.625000 Penalty: 2948.511230
	Iteration 17Q: 3 clusters Score -783635.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -783656.437500 Penalty: 2948.511230
	Iteration 18Q: 3 clusters Score -783656.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -783669.312500 Penalty: 2948.511230
	Iteration 19Q: 3 clusters Score -783669.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -783682.750000 Penalty: 2948.511230
	Iteration 20F: 3 clusters Score -783682.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -783692.625000 Penalty: 2948.511230
	Iteration 21Q: 3 clusters Score -783692.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -783697.750000 Penalty: 2948.511230
	Iteration 22Q: 3 clusters Score -783697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -783702.812500 Penalty: 2948.511230
	Iteration 23Q: 3 clusters Score -783702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -783706.375000 Penalty: 2948.511230
	Iteration 24Q: 3 clusters Score -783706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -783708.750000 Penalty: 2948.511230
	Iteration 25Q: 3 clusters Score -783708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -783711.500000 Penalty: 2948.511230
	Iteration 26Q: 3 clusters Score -783711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -783719.750000 Penalty: 2948.511230
	Iteration 27Q: 3 clusters Score -783719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -783722.812500 Penalty: 2948.511230
	Iteration 28Q: 3 clusters Score -783722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -783726.062500 Penalty: 2948.511230
	Iteration 29Q: 3 clusters Score -783726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -783727.562500 Penalty: 2948.511230
	Iteration 30Q: 3 clusters Score -783727.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -783730.000000 Penalty: 2948.511230
	Iteration 31Q: 3 clusters Score -783730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -783730.750000 Penalty: 2948.511230
	Iteration 32Q: 3 clusters Score -783730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -783729.625000 Penalty: 2948.511230
	Iteration 33Q: 3 clusters Score -783729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -783730.625000 Penalty: 2948.511230
	Iteration 34Q: 3 clusters Score -783730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -783730.625000 Penalty: 2948.511230
	Iteration 35F: 3 clusters Score -783730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Entering Unmasked Estep 
Score: -649842.000000 Penalty: 1433.051392
	Iteration 0F: 2 clusters Score -649842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -644719.062500 Penalty: 2866.102783
	Iteration 0F: 3 clusters Score -644719.1 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -646174.687500 Penalty: 2866.102783
	Iteration 1F: 3 clusters Score -646174.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -646381.312500 Penalty: 2866.102783
	Iteration 2F: 3 clusters Score -646381.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -646536.500000 Penalty: 2866.102783
	Iteration 3F: 3 clusters Score -646536.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -646667.500000 Penalty: 2866.102783
	Iteration 4Q: 3 clusters Score -646667.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -646785.875000 Penalty: 2866.102783
	Iteration 5Q: 3 clusters Score -646785.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -646907.562500 Penalty: 2866.102783
	Iteration 6Q: 3 clusters Score -646907.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -647050.187500 Penalty: 2866.102783
	Iteration 7Q: 3 clusters Score -647050.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -647211.625000 Penalty: 2866.102783
	Iteration 8Q: 3 clusters Score -647211.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -647391.937500 Penalty: 2866.102783
	Iteration 9Q: 3 clusters Score -647391.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -647576.937500 Penalty: 2866.102783
	Iteration 10Q: 3 clusters Score -647576.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -647763.937500 Penalty: 2866.102783
	Iteration 11Q: 3 clusters Score -647763.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -647924.062500 Penalty: 2866.102783
	Iteration 12Q: 3 clusters Score -647924.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -648083.187500 Penalty: 2866.102783
	Iteration 13Q: 3 clusters Score -648083.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -648207.250000 Penalty: 2866.102783
	Iteration 14Q: 3 clusters Score -648207.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -648314.000000 Penalty: 2866.102783
	Iteration 15Q: 3 clusters Score -648314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -648387.500000 Penalty: 2866.102783
	Iteration 16Q: 3 clusters Score -648387.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -648430.625000 Penalty: 2866.102783
	Iteration 17Q: 3 clusters Score -648430.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -648467.750000 Penalty: 2866.102783
	Iteration 18Q: 3 clusters Score -648467.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -648501.250000 Penalty: 2866.102783
	Iteration 19Q: 3 clusters Score -648501.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -648520.250000 Penalty: 2866.102783
	Iteration 20F: 3 clusters Score -648520.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -648533.875000 Penalty: 2866.102783
	Iteration 21Q: 3 clusters Score -648533.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -648545.125000 Penalty: 2866.102783
	Iteration 22Q: 3 clusters Score -648545.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -648555.062500 Penalty: 2866.102783
	Iteration 23Q: 3 clusters Score -648555.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -648566.812500 Penalty: 2866.102783
	Iteration 24Q: 3 clusters Score -648566.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -648570.500000 Penalty: 2866.102783
	Iteration 25Q: 3 clusters Score -648570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -648573.062500 Penalty: 2866.102783
	Iteration 26Q: 3 clusters Score -648573.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -648573.687500 Penalty: 2866.102783
	Iteration 27Q: 3 clusters Score -648573.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -648576.000000 Penalty: 2866.102783
	Iteration 28Q: 3 clusters Score -648576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -648578.812500 Penalty: 2866.102783
	Iteration 29Q: 3 clusters Score -648578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -648578.250000 Penalty: 2866.102783
	Iteration 30Q: 3 clusters Score -648578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -648578.375000 Penalty: 2866.102783
	Iteration 31Q: 3 clusters Score -648578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -648579.625000 Penalty: 2866.102783
	Iteration 32Q: 3 clusters Score -648579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -648579.625000 Penalty: 2866.102783
	Iteration 33F: 3 clusters Score -648579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Entering Unmasked Estep 
Score: -395417.093750 Penalty: 1366.814453
	Iteration 0F: 2 clusters Score -395417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -391697.125000 Penalty: 2733.628906
	Iteration 0F: 3 clusters Score -391697.1 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -392826.687500 Penalty: 2733.628906
	Iteration 1F: 3 clusters Score -392826.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -393046.781250 Penalty: 2733.628906
	Iteration 2F: 3 clusters Score -393046.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -393184.437500 Penalty: 2733.628906
	Iteration 3F: 3 clusters Score -393184.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -393277.687500 Penalty: 2733.628906
	Iteration 4Q: 3 clusters Score -393277.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -393370.843750 Penalty: 2733.628906
	Iteration 5Q: 3 clusters Score -393370.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -393436.718750 Penalty: 2733.628906
	Iteration 6Q: 3 clusters Score -393436.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -393505.937500 Penalty: 2733.628906
	Iteration 7Q: 3 clusters Score -393505.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -393566.250000 Penalty: 2733.628906
	Iteration 8Q: 3 clusters Score -393566.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -393627.218750 Penalty: 2733.628906
	Iteration 9Q: 3 clusters Score -393627.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -393708.343750 Penalty: 2733.628906
	Iteration 10Q: 3 clusters Score -393708.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -393766.718750 Penalty: 2733.628906
	Iteration 11Q: 3 clusters Score -393766.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -393834.468750 Penalty: 2733.628906
	Iteration 12Q: 3 clusters Score -393834.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -393923.093750 Penalty: 2733.628906
	Iteration 13Q: 3 clusters Score -393923.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -394010.031250 Penalty: 2733.628906
	Iteration 14Q: 3 clusters Score -394010 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -394073.093750 Penalty: 2733.628906
	Iteration 15Q: 3 clusters Score -394073.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -394138.031250 Penalty: 2733.628906
	Iteration 16Q: 3 clusters Score -394138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -394190.656250 Penalty: 2733.628906
	Iteration 17Q: 3 clusters Score -394190.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -394239.906250 Penalty: 2733.628906
	Iteration 18Q: 3 clusters Score -394239.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -394283.687500 Penalty: 2733.628906
	Iteration 19Q: 3 clusters Score -394283.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -394329.281250 Penalty: 2733.628906
	Iteration 20F: 3 clusters Score -394329.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -394360.781250 Penalty: 2733.628906
	Iteration 21Q: 3 clusters Score -394360.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -394395.343750 Penalty: 2733.628906
	Iteration 22Q: 3 clusters Score -394395.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -394419.625000 Penalty: 2733.628906
	Iteration 23Q: 3 clusters Score -394419.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -394450.500000 Penalty: 2733.628906
	Iteration 24Q: 3 clusters Score -394450.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -394477.500000 Penalty: 2733.628906
	Iteration 25Q: 3 clusters Score -394477.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -394511.687500 Penalty: 2733.628906
	Iteration 26Q: 3 clusters Score -394511.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -394540.625000 Penalty: 2733.628906
	Iteration 27Q: 3 clusters Score -394540.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -394558.312500 Penalty: 2733.628906
	Iteration 28Q: 3 clusters Score -394558.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -394564.093750 Penalty: 2733.628906
	Iteration 29Q: 3 clusters Score -394564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -394567.281250 Penalty: 2733.628906
	Iteration 30Q: 3 clusters Score -394567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -394569.156250 Penalty: 2733.628906
	Iteration 31Q: 3 clusters Score -394569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -394571.125000 Penalty: 2733.628906
	Iteration 32Q: 3 clusters Score -394571.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -394573.250000 Penalty: 2733.628906
	Iteration 33Q: 3 clusters Score -394573.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -394576.500000 Penalty: 2733.628906
	Iteration 34Q: 3 clusters Score -394576.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -394577.187500 Penalty: 2733.628906
	Iteration 35Q: 3 clusters Score -394577.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -394581.062500 Penalty: 2733.628906
	Iteration 36Q: 3 clusters Score -394581.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -394583.687500 Penalty: 2733.628906
	Iteration 37Q: 3 clusters Score -394583.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -394585.125000 Penalty: 2733.628906
	Iteration 38Q: 3 clusters Score -394585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -394587.843750 Penalty: 2733.628906
	Iteration 39Q: 3 clusters Score -394587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -394590.812500 Penalty: 2733.628906
	Iteration 40F: 3 clusters Score -394590.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -394594.281250 Penalty: 2733.628906
	Iteration 41Q: 3 clusters Score -394594.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -394596.312500 Penalty: 2733.628906
	Iteration 42Q: 3 clusters Score -394596.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -394598.312500 Penalty: 2733.628906
	Iteration 43Q: 3 clusters Score -394598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -394602.625000 Penalty: 2733.628906
	Iteration 44Q: 3 clusters Score -394602.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -394607.218750 Penalty: 2733.628906
	Iteration 45Q: 3 clusters Score -394607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -394607.500000 Penalty: 2733.628906
	Iteration 46Q: 3 clusters Score -394607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -394607.593750 Penalty: 2733.628906
	Iteration 47Q: 3 clusters Score -394607.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -394607.593750 Penalty: 2733.628906
	Iteration 48F: 3 clusters Score -394607.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Entering Unmasked Estep 
Score: -288467.843750 Penalty: 1310.452271
	Iteration 0F: 2 clusters Score -288467.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -285655.906250 Penalty: 2620.904541
	Iteration 0F: 3 clusters Score -285655.9 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -286328.000000 Penalty: 2620.904541
	Iteration 1F: 3 clusters Score -286328 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -286447.906250 Penalty: 2620.904541
	Iteration 2F: 3 clusters Score -286447.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -286544.812500 Penalty: 2620.904541
	Iteration 3Q: 3 clusters Score -286544.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -286608.781250 Penalty: 2620.904541
	Iteration 4Q: 3 clusters Score -286608.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -286659.218750 Penalty: 2620.904541
	Iteration 5Q: 3 clusters Score -286659.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -286696.312500 Penalty: 2620.904541
	Iteration 6Q: 3 clusters Score -286696.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -286720.281250 Penalty: 2620.904541
	Iteration 7Q: 3 clusters Score -286720.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -286743.875000 Penalty: 2620.904541
	Iteration 8Q: 3 clusters Score -286743.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -286765.125000 Penalty: 2620.904541
	Iteration 9Q: 3 clusters Score -286765.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -286779.593750 Penalty: 2620.904541
	Iteration 10Q: 3 clusters Score -286779.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -286793.781250 Penalty: 2620.904541
	Iteration 11Q: 3 clusters Score -286793.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -286804.593750 Penalty: 2620.904541
	Iteration 12Q: 3 clusters Score -286804.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -286818.093750 Penalty: 2620.904541
	Iteration 13Q: 3 clusters Score -286818.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -286840.562500 Penalty: 2620.904541
	Iteration 14Q: 3 clusters Score -286840.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -286872.437500 Penalty: 2620.904541
	Iteration 15Q: 3 clusters Score -286872.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -286900.843750 Penalty: 2620.904541
	Iteration 16Q: 3 clusters Score -286900.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -286926.375000 Penalty: 2620.904541
	Iteration 17Q: 3 clusters Score -286926.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -286946.968750 Penalty: 2620.904541
	Iteration 18Q: 3 clusters Score -286947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -286961.625000 Penalty: 2620.904541
	Iteration 19Q: 3 clusters Score -286961.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -286977.187500 Penalty: 2620.904541
	Iteration 20F: 3 clusters Score -286977.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -287003.406250 Penalty: 2620.904541
	Iteration 21Q: 3 clusters Score -287003.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -287026.750000 Penalty: 2620.904541
	Iteration 22Q: 3 clusters Score -287026.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -287064.562500 Penalty: 2620.904541
	Iteration 23Q: 3 clusters Score -287064.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -287111.562500 Penalty: 2620.904541
	Iteration 24Q: 3 clusters Score -287111.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -287180.531250 Penalty: 2620.904541
	Iteration 25Q: 3 clusters Score -287180.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -287236.250000 Penalty: 2620.904541
	Iteration 26Q: 3 clusters Score -287236.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -287300.531250 Penalty: 2620.904541
	Iteration 27Q: 3 clusters Score -287300.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -287340.031250 Penalty: 2620.904541
	Iteration 28Q: 3 clusters Score -287340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -287374.375000 Penalty: 2620.904541
	Iteration 29Q: 3 clusters Score -287374.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -287412.062500 Penalty: 2620.904541
	Iteration 30Q: 3 clusters Score -287412.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -287448.593750 Penalty: 2620.904541
	Iteration 31Q: 3 clusters Score -287448.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -287472.687500 Penalty: 2620.904541
	Iteration 32Q: 3 clusters Score -287472.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -287493.906250 Penalty: 2620.904541
	Iteration 33Q: 3 clusters Score -287493.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -287518.500000 Penalty: 2620.904541
	Iteration 34Q: 3 clusters Score -287518.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -287541.531250 Penalty: 2620.904541
	Iteration 35Q: 3 clusters Score -287541.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -287556.343750 Penalty: 2620.904541
	Iteration 36Q: 3 clusters Score -287556.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -287565.375000 Penalty: 2620.904541
	Iteration 37Q: 3 clusters Score -287565.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -287575.406250 Penalty: 2620.904541
	Iteration 38Q: 3 clusters Score -287575.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -287590.406250 Penalty: 2620.904541
	Iteration 39Q: 3 clusters Score -287590.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -287604.937500 Penalty: 2620.904541
	Iteration 40F: 3 clusters Score -287604.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -287619.687500 Penalty: 2620.904541
	Iteration 41Q: 3 clusters Score -287619.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -287631.625000 Penalty: 2620.904541
	Iteration 42Q: 3 clusters Score -287631.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -287644.750000 Penalty: 2620.904541
	Iteration 43Q: 3 clusters Score -287644.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -287653.312500 Penalty: 2620.904541
	Iteration 44Q: 3 clusters Score -287653.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -287659.843750 Penalty: 2620.904541
	Iteration 45Q: 3 clusters Score -287659.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -287664.500000 Penalty: 2620.904541
	Iteration 46Q: 3 clusters Score -287664.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -287669.000000 Penalty: 2620.904541
	Iteration 47Q: 3 clusters Score -287669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -287671.125000 Penalty: 2620.904541
	Iteration 48Q: 3 clusters Score -287671.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -287671.718750 Penalty: 2620.904541
	Iteration 49Q: 3 clusters Score -287671.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -287673.062500 Penalty: 2620.904541
	Iteration 50Q: 3 clusters Score -287673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -287673.343750 Penalty: 2620.904541
	Iteration 51Q: 3 clusters Score -287673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -287673.343750 Penalty: 2620.904541
	Iteration 52F: 3 clusters Score -287673.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (107650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107650 members 
Entering Unmasked Estep 
Score: -10123098.000000 Penalty: 1882.829102
	Iteration 0F: 2 clusters Score -1.01231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -10051126.000000 Penalty: 3765.658203
	Iteration 0F: 3 clusters Score -1.005113e+07 nChanged 51454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -10081223.000000 Penalty: 3765.658203
	Iteration 1F: 3 clusters Score -1.008122e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -10082130.000000 Penalty: 3765.658203
	Iteration 2Q: 3 clusters Score -1.008213e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59350 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -10083376.000000 Penalty: 3765.658203
	Iteration 3Q: 3 clusters Score -1.008338e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62206 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -10085259.000000 Penalty: 3765.658203
	Iteration 4Q: 3 clusters Score -1.008526e+07 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -10088052.000000 Penalty: 3765.658203
	Iteration 5F: 3 clusters Score -1.008805e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -10092233.000000 Penalty: 3765.658203
	Iteration 6F: 3 clusters Score -1.009223e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -10098051.000000 Penalty: 3765.658203
	Iteration 7F: 3 clusters Score -1.009805e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86237 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -10104612.000000 Penalty: 3765.658203
	Iteration 8F: 3 clusters Score -1.010461e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -10111002.000000 Penalty: 3765.658203
	Iteration 9F: 3 clusters Score -1.0111e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97957 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -10115458.000000 Penalty: 3765.658203
	Iteration 10Q: 3 clusters Score -1.011546e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -10118316.000000 Penalty: 3765.658203
	Iteration 11Q: 3 clusters Score -1.011832e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103295 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -10119811.000000 Penalty: 3765.658203
	Iteration 12Q: 3 clusters Score -1.011981e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -10120725.000000 Penalty: 3765.658203
	Iteration 13Q: 3 clusters Score -1.012072e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105271 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10121228.000000 Penalty: 3765.658203
	Iteration 14Q: 3 clusters Score -1.012123e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105738 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10121591.000000 Penalty: 3765.658203
	Iteration 15Q: 3 clusters Score -1.012159e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106031 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -10121782.000000 Penalty: 3765.658203
	Iteration 16Q: 3 clusters Score -1.012178e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106222 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -10121916.000000 Penalty: 3765.658203
	Iteration 17Q: 3 clusters Score -1.012192e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106349 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -10121980.000000 Penalty: 3765.658203
	Iteration 18Q: 3 clusters Score -1.012198e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106451 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10122018.000000 Penalty: 3765.658203
	Iteration 19Q: 3 clusters Score -1.012202e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106514 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10122065.000000 Penalty: 3765.658203
	Iteration 20F: 3 clusters Score -1.012206e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10122084.000000 Penalty: 3765.658203
	Iteration 21Q: 3 clusters Score -1.012208e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -10122100.000000 Penalty: 3765.658203
	Iteration 22Q: 3 clusters Score -1.01221e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106618 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10122141.000000 Penalty: 3765.658203
	Iteration 23Q: 3 clusters Score -1.012214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106641 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -10122142.000000 Penalty: 3765.658203
	Iteration 24Q: 3 clusters Score -1.012214e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106654 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10122164.000000 Penalty: 3765.658203
	Iteration 25Q: 3 clusters Score -1.012216e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10122177.000000 Penalty: 3765.658203
	Iteration 26Q: 3 clusters Score -1.012218e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106692 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -10122173.000000 Penalty: 3765.658203
	Iteration 27Q: 3 clusters Score -1.012217e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106706 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10122177.000000 Penalty: 3765.658203
	Iteration 28Q: 3 clusters Score -1.012218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106711 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10122176.000000 Penalty: 3765.658203
	Iteration 29Q: 3 clusters Score -1.012218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10122178.000000 Penalty: 3765.658203
	Iteration 30Q: 3 clusters Score -1.012218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -10122186.000000 Penalty: 3765.658203
	Iteration 31Q: 3 clusters Score -1.012219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10122196.000000 Penalty: 3765.658203
	Iteration 32Q: 3 clusters Score -1.01222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106735 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10122192.000000 Penalty: 3765.658203
	Iteration 33Q: 3 clusters Score -1.012219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106736 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10122196.000000 Penalty: 3765.658203
	Iteration 34Q: 3 clusters Score -1.01222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10122199.000000 Penalty: 3765.658203
	Iteration 35Q: 3 clusters Score -1.01222e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10122202.000000 Penalty: 3765.658203
	Iteration 36Q: 3 clusters Score -1.01222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10122204.000000 Penalty: 3765.658203
	Iteration 37Q: 3 clusters Score -1.01222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10122204.000000 Penalty: 3765.658203
	Iteration 38F: 3 clusters Score -1.01222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Entering Unmasked Estep 
Score: -716879.687500 Penalty: 1466.460449
	Iteration 0F: 2 clusters Score -716879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -710833.250000 Penalty: 2932.920898
	Iteration 0F: 3 clusters Score -710833.2 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -712932.375000 Penalty: 2932.920898
	Iteration 1F: 3 clusters Score -712932.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -713334.187500 Penalty: 2932.920898
	Iteration 2F: 3 clusters Score -713334.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -713684.437500 Penalty: 2932.920898
	Iteration 3F: 3 clusters Score -713684.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -713995.875000 Penalty: 2932.920898
	Iteration 4F: 3 clusters Score -713995.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -714315.062500 Penalty: 2932.920898
	Iteration 5F: 3 clusters Score -714315.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -714620.687500 Penalty: 2932.920898
	Iteration 6F: 3 clusters Score -714620.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -714888.500000 Penalty: 2932.920898
	Iteration 7F: 3 clusters Score -714888.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -715082.625000 Penalty: 2932.920898
	Iteration 8Q: 3 clusters Score -715082.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -715197.437500 Penalty: 2932.920898
	Iteration 9Q: 3 clusters Score -715197.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -715275.125000 Penalty: 2932.920898
	Iteration 10Q: 3 clusters Score -715275.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -715322.500000 Penalty: 2932.920898
	Iteration 11Q: 3 clusters Score -715322.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -715364.375000 Penalty: 2932.920898
	Iteration 12Q: 3 clusters Score -715364.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -715395.187500 Penalty: 2932.920898
	Iteration 13Q: 3 clusters Score -715395.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -715410.562500 Penalty: 2932.920898
	Iteration 14Q: 3 clusters Score -715410.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -715423.562500 Penalty: 2932.920898
	Iteration 15Q: 3 clusters Score -715423.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -715433.812500 Penalty: 2932.920898
	Iteration 16Q: 3 clusters Score -715433.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -715448.500000 Penalty: 2932.920898
	Iteration 17Q: 3 clusters Score -715448.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -715458.312500 Penalty: 2932.920898
	Iteration 18Q: 3 clusters Score -715458.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -715470.125000 Penalty: 2932.920898
	Iteration 19Q: 3 clusters Score -715470.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -715480.000000 Penalty: 2932.920898
	Iteration 20F: 3 clusters Score -715480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -715488.000000 Penalty: 2932.920898
	Iteration 21Q: 3 clusters Score -715488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -715492.187500 Penalty: 2932.920898
	Iteration 22Q: 3 clusters Score -715492.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -715494.875000 Penalty: 2932.920898
	Iteration 23Q: 3 clusters Score -715494.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -715496.437500 Penalty: 2932.920898
	Iteration 24Q: 3 clusters Score -715496.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -715499.125000 Penalty: 2932.920898
	Iteration 25Q: 3 clusters Score -715499.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -715503.187500 Penalty: 2932.920898
	Iteration 26Q: 3 clusters Score -715503.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -715506.187500 Penalty: 2932.920898
	Iteration 27Q: 3 clusters Score -715506.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -715508.500000 Penalty: 2932.920898
	Iteration 28Q: 3 clusters Score -715508.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -715514.937500 Penalty: 2932.920898
	Iteration 29Q: 3 clusters Score -715514.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -715518.875000 Penalty: 2932.920898
	Iteration 30Q: 3 clusters Score -715518.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -715521.937500 Penalty: 2932.920898
	Iteration 31Q: 3 clusters Score -715521.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -715523.562500 Penalty: 2932.920898
	Iteration 32Q: 3 clusters Score -715523.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -715526.437500 Penalty: 2932.920898
	Iteration 33Q: 3 clusters Score -715526.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -715525.937500 Penalty: 2932.920898
	Iteration 34Q: 3 clusters Score -715525.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -715527.937500 Penalty: 2932.920898
	Iteration 35Q: 3 clusters Score -715527.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -715529.687500 Penalty: 2932.920898
	Iteration 36Q: 3 clusters Score -715529.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -715532.312500 Penalty: 2932.920898
	Iteration 37Q: 3 clusters Score -715532.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -715531.875000 Penalty: 2932.920898
	Iteration 38Q: 3 clusters Score -715531.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -715534.687500 Penalty: 2932.920898
	Iteration 39Q: 3 clusters Score -715534.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -715539.000000 Penalty: 2932.920898
	Iteration 40F: 3 clusters Score -715539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -715538.312500 Penalty: 2932.920898
	Iteration 41Q: 3 clusters Score -715538.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -715540.750000 Penalty: 2932.920898
	Iteration 42Q: 3 clusters Score -715540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -715542.375000 Penalty: 2932.920898
	Iteration 43Q: 3 clusters Score -715542.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -715542.812500 Penalty: 2932.920898
	Iteration 44Q: 3 clusters Score -715542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -715542.875000 Penalty: 2932.920898
	Iteration 45Q: 3 clusters Score -715542.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -715542.812500 Penalty: 2932.920898
	Iteration 46Q: 3 clusters Score -715542.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -715543.562500 Penalty: 2932.920898
	Iteration 47Q: 3 clusters Score -715543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -715543.687500 Penalty: 2932.920898
	Iteration 48Q: 3 clusters Score -715543.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -715544.875000 Penalty: 2932.920898
	Iteration 49Q: 3 clusters Score -715544.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -715546.750000 Penalty: 2932.920898
	Iteration 50Q: 3 clusters Score -715546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -715546.500000 Penalty: 2932.920898
	Iteration 51Q: 3 clusters Score -715546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -715545.437500 Penalty: 2932.920898
	Iteration 52Q: 3 clusters Score -715545.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -715544.812500 Penalty: 2932.920898
	Iteration 53Q: 3 clusters Score -715544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -715547.187500 Penalty: 2932.920898
	Iteration 54Q: 3 clusters Score -715547.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -715547.187500 Penalty: 2932.920898
	Iteration 55Q: 3 clusters Score -715547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -715547.000000 Penalty: 2932.920898
	Iteration 56Q: 3 clusters Score -715547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -715547.937500 Penalty: 2932.920898
	Iteration 57Q: 3 clusters Score -715547.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -715547.937500 Penalty: 2932.920898
	Iteration 58F: 3 clusters Score -715547.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Entering Unmasked Estep 
Score: -650814.187500 Penalty: 1431.893433
	Iteration 0F: 2 clusters Score -650814.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -645748.937500 Penalty: 2863.786865
	Iteration 0F: 3 clusters Score -645748.9 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -647150.375000 Penalty: 2863.786865
	Iteration 1F: 3 clusters Score -647150.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -647346.000000 Penalty: 2863.786865
	Iteration 2F: 3 clusters Score -647346 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -647481.375000 Penalty: 2863.786865
	Iteration 3Q: 3 clusters Score -647481.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -647584.687500 Penalty: 2863.786865
	Iteration 4Q: 3 clusters Score -647584.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -647690.562500 Penalty: 2863.786865
	Iteration 5Q: 3 clusters Score -647690.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -647804.125000 Penalty: 2863.786865
	Iteration 6Q: 3 clusters Score -647804.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -647928.437500 Penalty: 2863.786865
	Iteration 7Q: 3 clusters Score -647928.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -648067.875000 Penalty: 2863.786865
	Iteration 8Q: 3 clusters Score -648067.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -648208.562500 Penalty: 2863.786865
	Iteration 9Q: 3 clusters Score -648208.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -648365.437500 Penalty: 2863.786865
	Iteration 10Q: 3 clusters Score -648365.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -648542.062500 Penalty: 2863.786865
	Iteration 11Q: 3 clusters Score -648542.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -648722.750000 Penalty: 2863.786865
	Iteration 12Q: 3 clusters Score -648722.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -648871.062500 Penalty: 2863.786865
	Iteration 13Q: 3 clusters Score -648871.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -649006.625000 Penalty: 2863.786865
	Iteration 14Q: 3 clusters Score -649006.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -649108.812500 Penalty: 2863.786865
	Iteration 15Q: 3 clusters Score -649108.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -649181.937500 Penalty: 2863.786865
	Iteration 16Q: 3 clusters Score -649181.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -649246.250000 Penalty: 2863.786865
	Iteration 17Q: 3 clusters Score -649246.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -649304.437500 Penalty: 2863.786865
	Iteration 18Q: 3 clusters Score -649304.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -649352.125000 Penalty: 2863.786865
	Iteration 19Q: 3 clusters Score -649352.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -649400.687500 Penalty: 2863.786865
	Iteration 20F: 3 clusters Score -649400.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -649441.187500 Penalty: 2863.786865
	Iteration 21Q: 3 clusters Score -649441.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -649464.312500 Penalty: 2863.786865
	Iteration 22Q: 3 clusters Score -649464.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -649476.437500 Penalty: 2863.786865
	Iteration 23Q: 3 clusters Score -649476.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -649488.375000 Penalty: 2863.786865
	Iteration 24Q: 3 clusters Score -649488.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -649500.062500 Penalty: 2863.786865
	Iteration 25Q: 3 clusters Score -649500.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -649514.000000 Penalty: 2863.786865
	Iteration 26Q: 3 clusters Score -649514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -649525.187500 Penalty: 2863.786865
	Iteration 27Q: 3 clusters Score -649525.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -649532.062500 Penalty: 2863.786865
	Iteration 28Q: 3 clusters Score -649532.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -649537.687500 Penalty: 2863.786865
	Iteration 29Q: 3 clusters Score -649537.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -649544.937500 Penalty: 2863.786865
	Iteration 30Q: 3 clusters Score -649544.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -649552.187500 Penalty: 2863.786865
	Iteration 31Q: 3 clusters Score -649552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -649561.125000 Penalty: 2863.786865
	Iteration 32Q: 3 clusters Score -649561.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -649564.562500 Penalty: 2863.786865
	Iteration 33Q: 3 clusters Score -649564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -649565.937500 Penalty: 2863.786865
	Iteration 34Q: 3 clusters Score -649565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -649570.500000 Penalty: 2863.786865
	Iteration 35Q: 3 clusters Score -649570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -649573.437500 Penalty: 2863.786865
	Iteration 36Q: 3 clusters Score -649573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -649576.250000 Penalty: 2863.786865
	Iteration 37Q: 3 clusters Score -649576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -649578.625000 Penalty: 2863.786865
	Iteration 38Q: 3 clusters Score -649578.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -649578.625000 Penalty: 2863.786865
	Iteration 39Q: 3 clusters Score -649578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -649578.625000 Penalty: 2863.786865
	Iteration 40F: 3 clusters Score -649578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Entering Unmasked Estep 
Score: -373263.437500 Penalty: 1347.742432
	Iteration 0F: 2 clusters Score -373263.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -369931.625000 Penalty: 2695.484863
	Iteration 0F: 3 clusters Score -369931.6 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -370794.125000 Penalty: 2695.484863
	Iteration 1F: 3 clusters Score -370794.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -370954.250000 Penalty: 2695.484863
	Iteration 2F: 3 clusters Score -370954.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -371058.656250 Penalty: 2695.484863
	Iteration 3F: 3 clusters Score -371058.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -371116.500000 Penalty: 2695.484863
	Iteration 4Q: 3 clusters Score -371116.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -371160.656250 Penalty: 2695.484863
	Iteration 5Q: 3 clusters Score -371160.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -371201.218750 Penalty: 2695.484863
	Iteration 6Q: 3 clusters Score -371201.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -371242.250000 Penalty: 2695.484863
	Iteration 7Q: 3 clusters Score -371242.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -371283.812500 Penalty: 2695.484863
	Iteration 8Q: 3 clusters Score -371283.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -371322.656250 Penalty: 2695.484863
	Iteration 9Q: 3 clusters Score -371322.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -371359.625000 Penalty: 2695.484863
	Iteration 10Q: 3 clusters Score -371359.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -371399.406250 Penalty: 2695.484863
	Iteration 11Q: 3 clusters Score -371399.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -371442.062500 Penalty: 2695.484863
	Iteration 12Q: 3 clusters Score -371442.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -371480.218750 Penalty: 2695.484863
	Iteration 13Q: 3 clusters Score -371480.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -371520.000000 Penalty: 2695.484863
	Iteration 14Q: 3 clusters Score -371520 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -371564.531250 Penalty: 2695.484863
	Iteration 15Q: 3 clusters Score -371564.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -371613.281250 Penalty: 2695.484863
	Iteration 16Q: 3 clusters Score -371613.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -371665.656250 Penalty: 2695.484863
	Iteration 17Q: 3 clusters Score -371665.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -371714.562500 Penalty: 2695.484863
	Iteration 18Q: 3 clusters Score -371714.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -371765.062500 Penalty: 2695.484863
	Iteration 19Q: 3 clusters Score -371765.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -371815.500000 Penalty: 2695.484863
	Iteration 20F: 3 clusters Score -371815.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -371878.437500 Penalty: 2695.484863
	Iteration 21Q: 3 clusters Score -371878.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -371936.750000 Penalty: 2695.484863
	Iteration 22Q: 3 clusters Score -371936.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -371986.312500 Penalty: 2695.484863
	Iteration 23Q: 3 clusters Score -371986.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -372023.468750 Penalty: 2695.484863
	Iteration 24Q: 3 clusters Score -372023.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -372053.687500 Penalty: 2695.484863
	Iteration 25Q: 3 clusters Score -372053.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -372078.281250 Penalty: 2695.484863
	Iteration 26Q: 3 clusters Score -372078.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -372099.531250 Penalty: 2695.484863
	Iteration 27Q: 3 clusters Score -372099.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -372114.937500 Penalty: 2695.484863
	Iteration 28Q: 3 clusters Score -372114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -372123.500000 Penalty: 2695.484863
	Iteration 29Q: 3 clusters Score -372123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -372129.312500 Penalty: 2695.484863
	Iteration 30Q: 3 clusters Score -372129.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -372135.250000 Penalty: 2695.484863
	Iteration 31Q: 3 clusters Score -372135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -372137.031250 Penalty: 2695.484863
	Iteration 32Q: 3 clusters Score -372137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -372137.937500 Penalty: 2695.484863
	Iteration 33Q: 3 clusters Score -372137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -372139.125000 Penalty: 2695.484863
	Iteration 34Q: 3 clusters Score -372139.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -372140.656250 Penalty: 2695.484863
	Iteration 35Q: 3 clusters Score -372140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -372144.437500 Penalty: 2695.484863
	Iteration 36Q: 3 clusters Score -372144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -372146.156250 Penalty: 2695.484863
	Iteration 37Q: 3 clusters Score -372146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -372148.843750 Penalty: 2695.484863
	Iteration 38Q: 3 clusters Score -372148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -372152.156250 Penalty: 2695.484863
	Iteration 39Q: 3 clusters Score -372152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -372157.750000 Penalty: 2695.484863
	Iteration 40F: 3 clusters Score -372157.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -372161.875000 Penalty: 2695.484863
	Iteration 41Q: 3 clusters Score -372161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -372162.687500 Penalty: 2695.484863
	Iteration 42Q: 3 clusters Score -372162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -372166.156250 Penalty: 2695.484863
	Iteration 43Q: 3 clusters Score -372166.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -372166.125000 Penalty: 2695.484863
	Iteration 44Q: 3 clusters Score -372166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -372166.125000 Penalty: 2695.484863
	Iteration 45F: 3 clusters Score -372166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102795 members 
Entering Unmasked Estep 
Score: -9666539.000000 Penalty: 1875.329956
	Iteration 0F: 2 clusters Score -9666539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -9597789.000000 Penalty: 3750.659912
	Iteration 0F: 3 clusters Score -9597789 nChanged 49116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -9626595.000000 Penalty: 3750.659912
	Iteration 1F: 3 clusters Score -9626595 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -9627337.000000 Penalty: 3750.659912
	Iteration 2Q: 3 clusters Score -9627337 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -9628333.000000 Penalty: 3750.659912
	Iteration 3Q: 3 clusters Score -9628333 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -9629687.000000 Penalty: 3750.659912
	Iteration 4Q: 3 clusters Score -9629687 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60972 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -9631675.000000 Penalty: 3750.659912
	Iteration 5Q: 3 clusters Score -9631675 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -9635083.000000 Penalty: 3750.659912
	Iteration 6F: 3 clusters Score -9635083 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -9639958.000000 Penalty: 3750.659912
	Iteration 7F: 3 clusters Score -9639958 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77736 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -9645792.000000 Penalty: 3750.659912
	Iteration 8F: 3 clusters Score -9645792 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -9651253.000000 Penalty: 3750.659912
	Iteration 9F: 3 clusters Score -9651253 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87621 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -9655391.000000 Penalty: 3750.659912
	Iteration 10Q: 3 clusters Score -9655391 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -9658067.000000 Penalty: 3750.659912
	Iteration 11Q: 3 clusters Score -9658067 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92837 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -9659893.000000 Penalty: 3750.659912
	Iteration 12Q: 3 clusters Score -9659893 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94511 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -9661174.000000 Penalty: 3750.659912
	Iteration 13Q: 3 clusters Score -9661174 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95787 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -9662056.000000 Penalty: 3750.659912
	Iteration 14Q: 3 clusters Score -9662056 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96862 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -9662734.000000 Penalty: 3750.659912
	Iteration 15Q: 3 clusters Score -9662734 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97721 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -9663225.000000 Penalty: 3750.659912
	Iteration 16Q: 3 clusters Score -9663225 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98429 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -9663615.000000 Penalty: 3750.659912
	Iteration 17Q: 3 clusters Score -9663615 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9663894.000000 Penalty: 3750.659912
	Iteration 18Q: 3 clusters Score -9663894 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99502 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -9664121.000000 Penalty: 3750.659912
	Iteration 19Q: 3 clusters Score -9664121 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99908 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -9664294.000000 Penalty: 3750.659912
	Iteration 20F: 3 clusters Score -9664294 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100248 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9664442.000000 Penalty: 3750.659912
	Iteration 21Q: 3 clusters Score -9664442 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100562 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -9664582.000000 Penalty: 3750.659912
	Iteration 22Q: 3 clusters Score -9664582 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9664705.000000 Penalty: 3750.659912
	Iteration 23Q: 3 clusters Score -9664705 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101021 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9664753.000000 Penalty: 3750.659912
	Iteration 24Q: 3 clusters Score -9664753 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101168 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9664820.000000 Penalty: 3750.659912
	Iteration 25Q: 3 clusters Score -9664820 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101289 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9664827.000000 Penalty: 3750.659912
	Iteration 26Q: 3 clusters Score -9664827 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101383 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9664854.000000 Penalty: 3750.659912
	Iteration 27Q: 3 clusters Score -9664854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101459 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9664894.000000 Penalty: 3750.659912
	Iteration 28Q: 3 clusters Score -9664894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101536 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9664926.000000 Penalty: 3750.659912
	Iteration 29Q: 3 clusters Score -9664926 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9664949.000000 Penalty: 3750.659912
	Iteration 30Q: 3 clusters Score -9664949 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101661 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9664972.000000 Penalty: 3750.659912
	Iteration 31Q: 3 clusters Score -9664972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101707 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9664979.000000 Penalty: 3750.659912
	Iteration 32Q: 3 clusters Score -9664979 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101735 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9664982.000000 Penalty: 3750.659912
	Iteration 33Q: 3 clusters Score -9664982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9665000.000000 Penalty: 3750.659912
	Iteration 34Q: 3 clusters Score -9665000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101799 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9665022.000000 Penalty: 3750.659912
	Iteration 35Q: 3 clusters Score -9665022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101827 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9665046.000000 Penalty: 3750.659912
	Iteration 36Q: 3 clusters Score -9665046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9665022.000000 Penalty: 3750.659912
	Iteration 37Q: 3 clusters Score -9665022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9665032.000000 Penalty: 3750.659912
	Iteration 38Q: 3 clusters Score -9665032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9665045.000000 Penalty: 3750.659912
	Iteration 39Q: 3 clusters Score -9665045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101891 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9665056.000000 Penalty: 3750.659912
	Iteration 40F: 3 clusters Score -9665056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101901 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9665050.000000 Penalty: 3750.659912
	Iteration 41Q: 3 clusters Score -9665050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101906 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9665054.000000 Penalty: 3750.659912
	Iteration 42Q: 3 clusters Score -9665054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101910 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9665055.000000 Penalty: 3750.659912
	Iteration 43Q: 3 clusters Score -9665055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9665044.000000 Penalty: 3750.659912
	Iteration 44Q: 3 clusters Score -9665044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9665050.000000 Penalty: 3750.659912
	Iteration 45Q: 3 clusters Score -9665050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101927 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9665050.000000 Penalty: 3750.659912
	Iteration 46Q: 3 clusters Score -9665050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101929 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9665061.000000 Penalty: 3750.659912
	Iteration 47Q: 3 clusters Score -9665061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9665064.000000 Penalty: 3750.659912
	Iteration 48Q: 3 clusters Score -9665064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101938 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9665072.000000 Penalty: 3750.659912
	Iteration 49Q: 3 clusters Score -9665072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101945 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9665085.000000 Penalty: 3750.659912
	Iteration 50Q: 3 clusters Score -9665085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101956 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9665076.000000 Penalty: 3750.659912
	Iteration 51Q: 3 clusters Score -9665076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9665080.000000 Penalty: 3750.659912
	Iteration 52Q: 3 clusters Score -9665080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9665088.000000 Penalty: 3750.659912
	Iteration 53Q: 3 clusters Score -9665088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101965 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9665079.000000 Penalty: 3750.659912
	Iteration 54Q: 3 clusters Score -9665079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101968 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9665084.000000 Penalty: 3750.659912
	Iteration 55Q: 3 clusters Score -9665084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101969 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9665092.000000 Penalty: 3750.659912
	Iteration 56Q: 3 clusters Score -9665092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101973 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9665099.000000 Penalty: 3750.659912
	Iteration 57Q: 3 clusters Score -9665099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9665104.000000 Penalty: 3750.659912
	Iteration 58Q: 3 clusters Score -9665104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101979 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9665093.000000 Penalty: 3750.659912
	Iteration 59Q: 3 clusters Score -9665093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101982 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9665093.000000 Penalty: 3750.659912
	Iteration 60F: 3 clusters Score -9665093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101985 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9665096.000000 Penalty: 3750.659912
	Iteration 61Q: 3 clusters Score -9665096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101989 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9665089.000000 Penalty: 3750.659912
	Iteration 62Q: 3 clusters Score -9665089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101990 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9665095.000000 Penalty: 3750.659912
	Iteration 63Q: 3 clusters Score -9665095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9665094.000000 Penalty: 3750.659912
	Iteration 64Q: 3 clusters Score -9665094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101991 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9665094.000000 Penalty: 3750.659912
	Iteration 65F: 3 clusters Score -9665094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -100943.414062 Penalty: 1149.818970
	Iteration 0F: 2 clusters Score -100943.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99446.593750 Penalty: 2299.637939
	Iteration 0F: 3 clusters Score -99446.59 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -99753.968750 Penalty: 2299.637939
	Iteration 1F: 3 clusters Score -99753.97 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -99833.671875 Penalty: 2299.637939
	Iteration 2F: 3 clusters Score -99833.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99894.812500 Penalty: 2299.637939
	Iteration 3F: 3 clusters Score -99894.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -99933.921875 Penalty: 2299.637939
	Iteration 4Q: 3 clusters Score -99933.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -99973.726562 Penalty: 2299.637939
	Iteration 5Q: 3 clusters Score -99973.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -100015.250000 Penalty: 2299.637939
	Iteration 6Q: 3 clusters Score -100015.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -100054.695312 Penalty: 2299.637939
	Iteration 7Q: 3 clusters Score -100054.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -100096.093750 Penalty: 2299.637939
	Iteration 8Q: 3 clusters Score -100096.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -100134.921875 Penalty: 2299.637939
	Iteration 9Q: 3 clusters Score -100134.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -100168.023438 Penalty: 2299.637939
	Iteration 10Q: 3 clusters Score -100168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -100206.718750 Penalty: 2299.637939
	Iteration 11Q: 3 clusters Score -100206.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -100256.484375 Penalty: 2299.637939
	Iteration 12Q: 3 clusters Score -100256.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -100301.414062 Penalty: 2299.637939
	Iteration 13Q: 3 clusters Score -100301.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -100320.265625 Penalty: 2299.637939
	Iteration 14Q: 3 clusters Score -100320.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -100333.000000 Penalty: 2299.637939
	Iteration 15Q: 3 clusters Score -100333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -100337.960938 Penalty: 2299.637939
	Iteration 16Q: 3 clusters Score -100338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -100345.101562 Penalty: 2299.637939
	Iteration 17Q: 3 clusters Score -100345.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -100350.984375 Penalty: 2299.637939
	Iteration 18Q: 3 clusters Score -100351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -100353.687500 Penalty: 2299.637939
	Iteration 19F: 3 clusters Score -100353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -100358.773438 Penalty: 2299.637939
	Iteration 20F: 3 clusters Score -100358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -100360.992188 Penalty: 2299.637939
	Iteration 21Q: 3 clusters Score -100361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -100368.757812 Penalty: 2299.637939
	Iteration 22Q: 3 clusters Score -100368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -100370.421875 Penalty: 2299.637939
	Iteration 23Q: 3 clusters Score -100370.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -100370.421875 Penalty: 2299.637939
	Iteration 24F: 3 clusters Score -100370.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -57257.570312 Penalty: 1052.257812
	Iteration 0F: 2 clusters Score -57257.57 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 306 members 
Entering Unmasked Estep 
Score: -56100.332031 Penalty: 2104.515625
	Iteration 0F: 3 clusters Score -56100.33 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56293.695312 Penalty: 2104.515625
	Iteration 1F: 3 clusters Score -56293.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56377.812500 Penalty: 2104.515625
	Iteration 2F: 3 clusters Score -56377.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -56471.332031 Penalty: 2104.515625
	Iteration 3F: 3 clusters Score -56471.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56581.804688 Penalty: 2104.515625
	Iteration 4Q: 3 clusters Score -56581.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56664.484375 Penalty: 2104.515625
	Iteration 5Q: 3 clusters Score -56664.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56699.500000 Penalty: 2104.515625
	Iteration 6Q: 3 clusters Score -56699.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56730.902344 Penalty: 2104.515625
	Iteration 7Q: 3 clusters Score -56730.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56747.207031 Penalty: 2104.515625
	Iteration 8Q: 3 clusters Score -56747.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56763.042969 Penalty: 2104.515625
	Iteration 9Q: 3 clusters Score -56763.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56778.429688 Penalty: 2104.515625
	Iteration 10Q: 3 clusters Score -56778.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56787.300781 Penalty: 2104.515625
	Iteration 11Q: 3 clusters Score -56787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56787.992188 Penalty: 2104.515625
	Iteration 12Q: 3 clusters Score -56787.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56787.992188 Penalty: 2104.515625
	Iteration 13F: 3 clusters Score -56787.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Entering Unmasked Estep 
Score: -2415442.000000 Penalty: 1647.836792
	Iteration 0F: 2 clusters Score -2415442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2398396.000000 Penalty: 3295.673584
	Iteration 0F: 3 clusters Score -2398396 nChanged 11545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2404761.750000 Penalty: 3295.673584
	Iteration 1F: 3 clusters Score -2404762 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2405259.000000 Penalty: 3295.673584
	Iteration 2F: 3 clusters Score -2405259 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2405861.250000 Penalty: 3295.673584
	Iteration 3F: 3 clusters Score -2405861 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -2406707.000000 Penalty: 3295.673584
	Iteration 4F: 3 clusters Score -2406707 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2407929.000000 Penalty: 3295.673584
	Iteration 5F: 3 clusters Score -2407929 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2409473.000000 Penalty: 3295.673584
	Iteration 6F: 3 clusters Score -2409473 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2411057.000000 Penalty: 3295.673584
	Iteration 7F: 3 clusters Score -2411057 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2412174.750000 Penalty: 3295.673584
	Iteration 8F: 3 clusters Score -2412175 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2412912.000000 Penalty: 3295.673584
	Iteration 9Q: 3 clusters Score -2412912 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2413337.250000 Penalty: 3295.673584
	Iteration 10Q: 3 clusters Score -2413337 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2413574.750000 Penalty: 3295.673584
	Iteration 11Q: 3 clusters Score -2413575 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2413741.750000 Penalty: 3295.673584
	Iteration 12Q: 3 clusters Score -2413742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2413842.500000 Penalty: 3295.673584
	Iteration 13Q: 3 clusters Score -2413842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2413917.000000 Penalty: 3295.673584
	Iteration 14Q: 3 clusters Score -2413917 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2413964.750000 Penalty: 3295.673584
	Iteration 15Q: 3 clusters Score -2413965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2414003.750000 Penalty: 3295.673584
	Iteration 16Q: 3 clusters Score -2414004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2414031.250000 Penalty: 3295.673584
	Iteration 17Q: 3 clusters Score -2414031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2414043.000000 Penalty: 3295.673584
	Iteration 18Q: 3 clusters Score -2414043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2414047.000000 Penalty: 3295.673584
	Iteration 19Q: 3 clusters Score -2414047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2414050.000000 Penalty: 3295.673584
	Iteration 20F: 3 clusters Score -2414050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2414058.000000 Penalty: 3295.673584
	Iteration 21Q: 3 clusters Score -2414058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2414061.250000 Penalty: 3295.673584
	Iteration 22Q: 3 clusters Score -2414061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2414064.500000 Penalty: 3295.673584
	Iteration 23Q: 3 clusters Score -2414064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2414078.500000 Penalty: 3295.673584
	Iteration 24Q: 3 clusters Score -2414078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2414090.500000 Penalty: 3295.673584
	Iteration 25Q: 3 clusters Score -2414090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2414105.500000 Penalty: 3295.673584
	Iteration 26Q: 3 clusters Score -2414106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2414117.500000 Penalty: 3295.673584
	Iteration 27Q: 3 clusters Score -2414118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2414128.000000 Penalty: 3295.673584
	Iteration 28Q: 3 clusters Score -2414128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2414132.250000 Penalty: 3295.673584
	Iteration 29Q: 3 clusters Score -2414132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2414132.500000 Penalty: 3295.673584
	Iteration 30Q: 3 clusters Score -2414132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2414136.250000 Penalty: 3295.673584
	Iteration 31Q: 3 clusters Score -2414136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2414138.250000 Penalty: 3295.673584
	Iteration 32Q: 3 clusters Score -2414138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2414139.250000 Penalty: 3295.673584
	Iteration 33Q: 3 clusters Score -2414139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2414138.250000 Penalty: 3295.673584
	Iteration 34Q: 3 clusters Score -2414138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2414138.000000 Penalty: 3295.673584
	Iteration 35Q: 3 clusters Score -2414138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2414137.000000 Penalty: 3295.673584
	Iteration 36Q: 3 clusters Score -2414137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2414138.750000 Penalty: 3295.673584
	Iteration 37Q: 3 clusters Score -2414139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2414138.750000 Penalty: 3295.673584
	Iteration 38F: 3 clusters Score -2414139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Entering Unmasked Estep 
Score: -389677.875000 Penalty: 1350.362549
	Iteration 0F: 2 clusters Score -389677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -386298.281250 Penalty: 2700.725098
	Iteration 0F: 3 clusters Score -386298.3 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -387187.031250 Penalty: 2700.725098
	Iteration 1F: 3 clusters Score -387187 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -387348.406250 Penalty: 2700.725098
	Iteration 2F: 3 clusters Score -387348.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -387451.937500 Penalty: 2700.725098
	Iteration 3Q: 3 clusters Score -387451.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -387530.062500 Penalty: 2700.725098
	Iteration 4Q: 3 clusters Score -387530.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -387597.906250 Penalty: 2700.725098
	Iteration 5Q: 3 clusters Score -387597.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -387647.937500 Penalty: 2700.725098
	Iteration 6Q: 3 clusters Score -387647.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -387696.687500 Penalty: 2700.725098
	Iteration 7Q: 3 clusters Score -387696.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -387737.500000 Penalty: 2700.725098
	Iteration 8Q: 3 clusters Score -387737.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -387782.437500 Penalty: 2700.725098
	Iteration 9Q: 3 clusters Score -387782.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -387836.468750 Penalty: 2700.725098
	Iteration 10Q: 3 clusters Score -387836.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -387890.562500 Penalty: 2700.725098
	Iteration 11Q: 3 clusters Score -387890.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -387930.375000 Penalty: 2700.725098
	Iteration 12Q: 3 clusters Score -387930.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -387979.875000 Penalty: 2700.725098
	Iteration 13Q: 3 clusters Score -387979.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -388036.437500 Penalty: 2700.725098
	Iteration 14Q: 3 clusters Score -388036.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -388076.562500 Penalty: 2700.725098
	Iteration 15Q: 3 clusters Score -388076.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -388107.906250 Penalty: 2700.725098
	Iteration 16Q: 3 clusters Score -388107.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -388136.187500 Penalty: 2700.725098
	Iteration 17Q: 3 clusters Score -388136.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -388162.468750 Penalty: 2700.725098
	Iteration 18Q: 3 clusters Score -388162.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -388197.062500 Penalty: 2700.725098
	Iteration 19Q: 3 clusters Score -388197.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -388233.718750 Penalty: 2700.725098
	Iteration 20F: 3 clusters Score -388233.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -388259.218750 Penalty: 2700.725098
	Iteration 21Q: 3 clusters Score -388259.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -388276.968750 Penalty: 2700.725098
	Iteration 22Q: 3 clusters Score -388277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -388295.187500 Penalty: 2700.725098
	Iteration 23Q: 3 clusters Score -388295.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -388307.781250 Penalty: 2700.725098
	Iteration 24Q: 3 clusters Score -388307.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -388317.968750 Penalty: 2700.725098
	Iteration 25Q: 3 clusters Score -388318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -388325.250000 Penalty: 2700.725098
	Iteration 26Q: 3 clusters Score -388325.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -388329.125000 Penalty: 2700.725098
	Iteration 27Q: 3 clusters Score -388329.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -388330.625000 Penalty: 2700.725098
	Iteration 28Q: 3 clusters Score -388330.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -388334.281250 Penalty: 2700.725098
	Iteration 29Q: 3 clusters Score -388334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -388338.031250 Penalty: 2700.725098
	Iteration 30Q: 3 clusters Score -388338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -388343.468750 Penalty: 2700.725098
	Iteration 31Q: 3 clusters Score -388343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -388345.843750 Penalty: 2700.725098
	Iteration 32Q: 3 clusters Score -388345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -388348.437500 Penalty: 2700.725098
	Iteration 33Q: 3 clusters Score -388348.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -388351.531250 Penalty: 2700.725098
	Iteration 34Q: 3 clusters Score -388351.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -388352.687500 Penalty: 2700.725098
	Iteration 35Q: 3 clusters Score -388352.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -388354.843750 Penalty: 2700.725098
	Iteration 36Q: 3 clusters Score -388354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -388357.375000 Penalty: 2700.725098
	Iteration 37Q: 3 clusters Score -388357.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -388361.375000 Penalty: 2700.725098
	Iteration 38Q: 3 clusters Score -388361.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -388364.156250 Penalty: 2700.725098
	Iteration 39Q: 3 clusters Score -388364.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -388364.875000 Penalty: 2700.725098
	Iteration 40F: 3 clusters Score -388364.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -388366.968750 Penalty: 2700.725098
	Iteration 41Q: 3 clusters Score -388367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -388366.156250 Penalty: 2700.725098
	Iteration 42Q: 3 clusters Score -388366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -388366.500000 Penalty: 2700.725098
	Iteration 43Q: 3 clusters Score -388366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -388366.500000 Penalty: 2700.725098
	Iteration 44F: 3 clusters Score -388366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Entering Unmasked Estep 
Score: -952652.437500 Penalty: 1501.814575
	Iteration 0F: 2 clusters Score -952652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -945268.625000 Penalty: 3003.629150
	Iteration 0F: 3 clusters Score -945268.6 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -947662.687500 Penalty: 3003.629150
	Iteration 1F: 3 clusters Score -947662.7 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -948015.937500 Penalty: 3003.629150
	Iteration 2F: 3 clusters Score -948015.9 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -948396.250000 Penalty: 3003.629150
	Iteration 3F: 3 clusters Score -948396.2 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -948851.250000 Penalty: 3003.629150
	Iteration 4F: 3 clusters Score -948851.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -949292.250000 Penalty: 3003.629150
	Iteration 5F: 3 clusters Score -949292.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -949677.500000 Penalty: 3003.629150
	Iteration 6F: 3 clusters Score -949677.5 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -949996.312500 Penalty: 3003.629150
	Iteration 7Q: 3 clusters Score -949996.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -950277.187500 Penalty: 3003.629150
	Iteration 8Q: 3 clusters Score -950277.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -950547.250000 Penalty: 3003.629150
	Iteration 9Q: 3 clusters Score -950547.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -950785.875000 Penalty: 3003.629150
	Iteration 10Q: 3 clusters Score -950785.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -951005.125000 Penalty: 3003.629150
	Iteration 11Q: 3 clusters Score -951005.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -951169.250000 Penalty: 3003.629150
	Iteration 12Q: 3 clusters Score -951169.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -951301.187500 Penalty: 3003.629150
	Iteration 13Q: 3 clusters Score -951301.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -951380.312500 Penalty: 3003.629150
	Iteration 14Q: 3 clusters Score -951380.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -951438.000000 Penalty: 3003.629150
	Iteration 15Q: 3 clusters Score -951438 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -951472.312500 Penalty: 3003.629150
	Iteration 16Q: 3 clusters Score -951472.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -951502.812500 Penalty: 3003.629150
	Iteration 17Q: 3 clusters Score -951502.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -951530.000000 Penalty: 3003.629150
	Iteration 18Q: 3 clusters Score -951530 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -951551.062500 Penalty: 3003.629150
	Iteration 19Q: 3 clusters Score -951551.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -951572.375000 Penalty: 3003.629150
	Iteration 20F: 3 clusters Score -951572.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -951582.437500 Penalty: 3003.629150
	Iteration 21Q: 3 clusters Score -951582.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -951595.062500 Penalty: 3003.629150
	Iteration 22Q: 3 clusters Score -951595.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -951603.875000 Penalty: 3003.629150
	Iteration 23Q: 3 clusters Score -951603.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -951615.812500 Penalty: 3003.629150
	Iteration 24Q: 3 clusters Score -951615.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -951619.000000 Penalty: 3003.629150
	Iteration 25Q: 3 clusters Score -951619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -951623.375000 Penalty: 3003.629150
	Iteration 26Q: 3 clusters Score -951623.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -951625.875000 Penalty: 3003.629150
	Iteration 27Q: 3 clusters Score -951625.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -951629.187500 Penalty: 3003.629150
	Iteration 28Q: 3 clusters Score -951629.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -951634.000000 Penalty: 3003.629150
	Iteration 29Q: 3 clusters Score -951634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -951635.312500 Penalty: 3003.629150
	Iteration 30Q: 3 clusters Score -951635.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -951637.812500 Penalty: 3003.629150
	Iteration 31Q: 3 clusters Score -951637.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -951638.562500 Penalty: 3003.629150
	Iteration 32Q: 3 clusters Score -951638.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -951641.375000 Penalty: 3003.629150
	Iteration 33Q: 3 clusters Score -951641.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -951641.000000 Penalty: 3003.629150
	Iteration 34Q: 3 clusters Score -951641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -951641.687500 Penalty: 3003.629150
	Iteration 35Q: 3 clusters Score -951641.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -951648.875000 Penalty: 3003.629150
	Iteration 36Q: 3 clusters Score -951648.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -951650.375000 Penalty: 3003.629150
	Iteration 37Q: 3 clusters Score -951650.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -951653.187500 Penalty: 3003.629150
	Iteration 38Q: 3 clusters Score -951653.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -951654.687500 Penalty: 3003.629150
	Iteration 39Q: 3 clusters Score -951654.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -951655.937500 Penalty: 3003.629150
	Iteration 40F: 3 clusters Score -951655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -951656.812500 Penalty: 3003.629150
	Iteration 41Q: 3 clusters Score -951656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -951658.437500 Penalty: 3003.629150
	Iteration 42Q: 3 clusters Score -951658.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -951659.187500 Penalty: 3003.629150
	Iteration 43Q: 3 clusters Score -951659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -951657.812500 Penalty: 3003.629150
	Iteration 44Q: 3 clusters Score -951657.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -951659.812500 Penalty: 3003.629150
	Iteration 45Q: 3 clusters Score -951659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -951665.000000 Penalty: 3003.629150
	Iteration 46Q: 3 clusters Score -951665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -951665.125000 Penalty: 3003.629150
	Iteration 47Q: 3 clusters Score -951665.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -951668.500000 Penalty: 3003.629150
	Iteration 48Q: 3 clusters Score -951668.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -951670.750000 Penalty: 3003.629150
	Iteration 49Q: 3 clusters Score -951670.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -951672.937500 Penalty: 3003.629150
	Iteration 50Q: 3 clusters Score -951672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -951675.375000 Penalty: 3003.629150
	Iteration 51Q: 3 clusters Score -951675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -951675.625000 Penalty: 3003.629150
	Iteration 52Q: 3 clusters Score -951675.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -951675.750000 Penalty: 3003.629150
	Iteration 53Q: 3 clusters Score -951675.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -951677.375000 Penalty: 3003.629150
	Iteration 54Q: 3 clusters Score -951677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -951676.937500 Penalty: 3003.629150
	Iteration 55Q: 3 clusters Score -951676.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -951678.562500 Penalty: 3003.629150
	Iteration 56Q: 3 clusters Score -951678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -951679.500000 Penalty: 3003.629150
	Iteration 57Q: 3 clusters Score -951679.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -951680.187500 Penalty: 3003.629150
	Iteration 58Q: 3 clusters Score -951680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -951683.312500 Penalty: 3003.629150
	Iteration 59Q: 3 clusters Score -951683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -951683.687500 Penalty: 3003.629150
	Iteration 60F: 3 clusters Score -951683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -951683.187500 Penalty: 3003.629150
	Iteration 61Q: 3 clusters Score -951683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -951683.812500 Penalty: 3003.629150
	Iteration 62Q: 3 clusters Score -951683.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -951683.625000 Penalty: 3003.629150
	Iteration 63Q: 3 clusters Score -951683.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -951682.875000 Penalty: 3003.629150
	Iteration 64Q: 3 clusters Score -951682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -951683.687500 Penalty: 3003.629150
	Iteration 65Q: 3 clusters Score -951683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -951684.187500 Penalty: 3003.629150
	Iteration 66Q: 3 clusters Score -951684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -951684.187500 Penalty: 3003.629150
	Iteration 67F: 3 clusters Score -951684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77739 members 
Entering Unmasked Estep 
Score: -7458488.500000 Penalty: 1829.930786
	Iteration 0F: 2 clusters Score -7458488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -7406513.000000 Penalty: 3659.861572
	Iteration 0F: 3 clusters Score -7406513 nChanged 37080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -7427935.000000 Penalty: 3659.861572
	Iteration 1F: 3 clusters Score -7427935 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -7429034.000000 Penalty: 3659.861572
	Iteration 2Q: 3 clusters Score -7429034 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -7430914.500000 Penalty: 3659.861572
	Iteration 3Q: 3 clusters Score -7430914 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -7434156.000000 Penalty: 3659.861572
	Iteration 4F: 3 clusters Score -7434156 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -7439464.000000 Penalty: 3659.861572
	Iteration 5F: 3 clusters Score -7439464 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -7446125.500000 Penalty: 3659.861572
	Iteration 6F: 3 clusters Score -7446126 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72322 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -7451844.500000 Penalty: 3659.861572
	Iteration 7F: 3 clusters Score -7451844 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7454919.000000 Penalty: 3659.861572
	Iteration 8Q: 3 clusters Score -7454919 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76696 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7456062.500000 Penalty: 3659.861572
	Iteration 9Q: 3 clusters Score -7456062 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7456525.000000 Penalty: 3659.861572
	Iteration 10Q: 3 clusters Score -7456525 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77282 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7456704.000000 Penalty: 3659.861572
	Iteration 11Q: 3 clusters Score -7456704 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77351 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7456804.500000 Penalty: 3659.861572
	Iteration 12Q: 3 clusters Score -7456804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77390 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7456847.500000 Penalty: 3659.861572
	Iteration 13Q: 3 clusters Score -7456848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7456860.000000 Penalty: 3659.861572
	Iteration 14Q: 3 clusters Score -7456860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7456869.500000 Penalty: 3659.861572
	Iteration 15Q: 3 clusters Score -7456870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77412 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7456890.000000 Penalty: 3659.861572
	Iteration 16Q: 3 clusters Score -7456890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7456903.000000 Penalty: 3659.861572
	Iteration 17Q: 3 clusters Score -7456903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7456905.000000 Penalty: 3659.861572
	Iteration 18Q: 3 clusters Score -7456905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7456905.500000 Penalty: 3659.861572
	Iteration 19Q: 3 clusters Score -7456906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77432 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7456920.500000 Penalty: 3659.861572
	Iteration 20F: 3 clusters Score -7456920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7456929.500000 Penalty: 3659.861572
	Iteration 21Q: 3 clusters Score -7456930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7456944.500000 Penalty: 3659.861572
	Iteration 22Q: 3 clusters Score -7456944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77441 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7456951.000000 Penalty: 3659.861572
	Iteration 23Q: 3 clusters Score -7456951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77444 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7456956.500000 Penalty: 3659.861572
	Iteration 24Q: 3 clusters Score -7456956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7456963.000000 Penalty: 3659.861572
	Iteration 25Q: 3 clusters Score -7456963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7456965.500000 Penalty: 3659.861572
	Iteration 26Q: 3 clusters Score -7456966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7456963.500000 Penalty: 3659.861572
	Iteration 27Q: 3 clusters Score -7456964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7456963.500000 Penalty: 3659.861572
	Iteration 28Q: 3 clusters Score -7456964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7456959.500000 Penalty: 3659.861572
	Iteration 29Q: 3 clusters Score -7456960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7456962.500000 Penalty: 3659.861572
	Iteration 30Q: 3 clusters Score -7456962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7456964.000000 Penalty: 3659.861572
	Iteration 31Q: 3 clusters Score -7456964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7456964.000000 Penalty: 3659.861572
	Iteration 32F: 3 clusters Score -7456964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (152062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152062 members 
Entering Unmasked Estep 
Score: -14419190.000000 Penalty: 1938.957153
	Iteration 0F: 2 clusters Score -1.441919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -14318032.000000 Penalty: 3877.914307
	Iteration 0F: 3 clusters Score -1.431803e+07 nChanged 73444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72082 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -14361826.000000 Penalty: 3877.914307
	Iteration 1F: 3 clusters Score -1.436183e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69616 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -14363124.000000 Penalty: 3877.914307
	Iteration 2Q: 3 clusters Score -1.436312e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65789 members 
Mstep: Class 2 contains 86273 members 
Entering Unmasked Estep 
Score: -14364872.000000 Penalty: 3877.914307
	Iteration 3Q: 3 clusters Score -1.436487e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60156 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
Score: -14367987.000000 Penalty: 3877.914307
	Iteration 4Q: 3 clusters Score -1.436799e+07 nChanged 9168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 100146 members 
Entering Unmasked Estep 
Score: -14373314.000000 Penalty: 3877.914307
	Iteration 5F: 3 clusters Score -1.437331e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -14381613.000000 Penalty: 3877.914307
	Iteration 6F: 3 clusters Score -1.438161e+07 nChanged 12577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 123254 members 
Entering Unmasked Estep 
Score: -14392364.000000 Penalty: 3877.914307
	Iteration 7F: 3 clusters Score -1.439236e+07 nChanged 11259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 134345 members 
Entering Unmasked Estep 
Score: -14402657.000000 Penalty: 3877.914307
	Iteration 8F: 3 clusters Score -1.440266e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 142273 members 
Entering Unmasked Estep 
Score: -14409953.000000 Penalty: 3877.914307
	Iteration 9F: 3 clusters Score -1.440995e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 147110 members 
Entering Unmasked Estep 
Score: -14414167.000000 Penalty: 3877.914307
	Iteration 10Q: 3 clusters Score -1.441417e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 149485 members 
Entering Unmasked Estep 
Score: -14415874.000000 Penalty: 3877.914307
	Iteration 11Q: 3 clusters Score -1.441587e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 150558 members 
Entering Unmasked Estep 
Score: -14416681.000000 Penalty: 3877.914307
	Iteration 12Q: 3 clusters Score -1.441668e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 151028 members 
Entering Unmasked Estep 
Score: -14417188.000000 Penalty: 3877.914307
	Iteration 13Q: 3 clusters Score -1.441719e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 151246 members 
Entering Unmasked Estep 
Score: -14417532.000000 Penalty: 3877.914307
	Iteration 14Q: 3 clusters Score -1.441753e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 151315 members 
Entering Unmasked Estep 
Score: -14417694.000000 Penalty: 3877.914307
	Iteration 15Q: 3 clusters Score -1.441769e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 151336 members 
Entering Unmasked Estep 
Score: -14417808.000000 Penalty: 3877.914307
	Iteration 16Q: 3 clusters Score -1.441781e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 151350 members 
Entering Unmasked Estep 
Score: -14417861.000000 Penalty: 3877.914307
	Iteration 17Q: 3 clusters Score -1.441786e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 151347 members 
Entering Unmasked Estep 
Score: -14417915.000000 Penalty: 3877.914307
	Iteration 18Q: 3 clusters Score -1.441792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 151341 members 
Entering Unmasked Estep 
Score: -14417920.000000 Penalty: 3877.914307
	Iteration 19Q: 3 clusters Score -1.441792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 151333 members 
Entering Unmasked Estep 
Score: -14417929.000000 Penalty: 3877.914307
	Iteration 20F: 3 clusters Score -1.441793e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 151329 members 
Entering Unmasked Estep 
Score: -14417935.000000 Penalty: 3877.914307
	Iteration 21Q: 3 clusters Score -1.441794e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 151335 members 
Entering Unmasked Estep 
Score: -14417960.000000 Penalty: 3877.914307
	Iteration 22Q: 3 clusters Score -1.441796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 151338 members 
Entering Unmasked Estep 
Score: -14417962.000000 Penalty: 3877.914307
	Iteration 23Q: 3 clusters Score -1.441796e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -14417977.000000 Penalty: 3877.914307
	Iteration 24Q: 3 clusters Score -1.441798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 151342 members 
Entering Unmasked Estep 
Score: -14417977.000000 Penalty: 3877.914307
	Iteration 25Q: 3 clusters Score -1.441798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 151340 members 
Entering Unmasked Estep 
Score: -14417978.000000 Penalty: 3877.914307
	Iteration 26Q: 3 clusters Score -1.441798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 151341 members 
Entering Unmasked Estep 
Score: -14418000.000000 Penalty: 3877.914307
	Iteration 27Q: 3 clusters Score -1.4418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -14418001.000000 Penalty: 3877.914307
	Iteration 28Q: 3 clusters Score -1.4418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 151343 members 
Entering Unmasked Estep 
Score: -14417987.000000 Penalty: 3877.914307
	Iteration 29Q: 3 clusters Score -1.441799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -14417985.000000 Penalty: 3877.914307
	Iteration 30Q: 3 clusters Score -1.441798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 151344 members 
Entering Unmasked Estep 
Score: -14417985.000000 Penalty: 3877.914307
	Iteration 31F: 3 clusters Score -1.441798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Entering Unmasked Estep 
Score: -591499.125000 Penalty: 1423.675415
	Iteration 0F: 2 clusters Score -591499.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -586598.875000 Penalty: 2847.350830
	Iteration 0F: 3 clusters Score -586598.9 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -588213.625000 Penalty: 2847.350830
	Iteration 1F: 3 clusters Score -588213.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -588679.875000 Penalty: 2847.350830
	Iteration 2F: 3 clusters Score -588679.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -589073.250000 Penalty: 2847.350830
	Iteration 3F: 3 clusters Score -589073.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -589415.500000 Penalty: 2847.350830
	Iteration 4F: 3 clusters Score -589415.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -589757.250000 Penalty: 2847.350830
	Iteration 5F: 3 clusters Score -589757.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -590080.750000 Penalty: 2847.350830
	Iteration 6F: 3 clusters Score -590080.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -590381.437500 Penalty: 2847.350830
	Iteration 7F: 3 clusters Score -590381.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -590631.562500 Penalty: 2847.350830
	Iteration 8Q: 3 clusters Score -590631.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -590812.187500 Penalty: 2847.350830
	Iteration 9Q: 3 clusters Score -590812.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -590939.937500 Penalty: 2847.350830
	Iteration 10Q: 3 clusters Score -590939.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -591040.312500 Penalty: 2847.350830
	Iteration 11Q: 3 clusters Score -591040.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -591115.000000 Penalty: 2847.350830
	Iteration 12Q: 3 clusters Score -591115 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -591178.250000 Penalty: 2847.350830
	Iteration 13Q: 3 clusters Score -591178.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -591223.937500 Penalty: 2847.350830
	Iteration 14Q: 3 clusters Score -591223.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -591272.062500 Penalty: 2847.350830
	Iteration 15Q: 3 clusters Score -591272.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -591298.437500 Penalty: 2847.350830
	Iteration 16Q: 3 clusters Score -591298.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -591331.812500 Penalty: 2847.350830
	Iteration 17Q: 3 clusters Score -591331.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -591387.000000 Penalty: 2847.350830
	Iteration 18Q: 3 clusters Score -591387 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -591455.500000 Penalty: 2847.350830
	Iteration 19Q: 3 clusters Score -591455.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -591529.937500 Penalty: 2847.350830
	Iteration 20F: 3 clusters Score -591529.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -591603.687500 Penalty: 2847.350830
	Iteration 21Q: 3 clusters Score -591603.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -591671.125000 Penalty: 2847.350830
	Iteration 22Q: 3 clusters Score -591671.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -591725.625000 Penalty: 2847.350830
	Iteration 23Q: 3 clusters Score -591725.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -591781.562500 Penalty: 2847.350830
	Iteration 24Q: 3 clusters Score -591781.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -591820.750000 Penalty: 2847.350830
	Iteration 25Q: 3 clusters Score -591820.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -591840.500000 Penalty: 2847.350830
	Iteration 26Q: 3 clusters Score -591840.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -591852.437500 Penalty: 2847.350830
	Iteration 27Q: 3 clusters Score -591852.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -591860.062500 Penalty: 2847.350830
	Iteration 28Q: 3 clusters Score -591860.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -591868.312500 Penalty: 2847.350830
	Iteration 29Q: 3 clusters Score -591868.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -591874.500000 Penalty: 2847.350830
	Iteration 30Q: 3 clusters Score -591874.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -591877.812500 Penalty: 2847.350830
	Iteration 31Q: 3 clusters Score -591877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -591881.125000 Penalty: 2847.350830
	Iteration 32Q: 3 clusters Score -591881.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -591884.062500 Penalty: 2847.350830
	Iteration 33Q: 3 clusters Score -591884.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -591886.125000 Penalty: 2847.350830
	Iteration 34Q: 3 clusters Score -591886.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -591890.375000 Penalty: 2847.350830
	Iteration 35Q: 3 clusters Score -591890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -591893.750000 Penalty: 2847.350830
	Iteration 36Q: 3 clusters Score -591893.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -591896.500000 Penalty: 2847.350830
	Iteration 37Q: 3 clusters Score -591896.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -591900.937500 Penalty: 2847.350830
	Iteration 38Q: 3 clusters Score -591900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -591903.187500 Penalty: 2847.350830
	Iteration 39Q: 3 clusters Score -591903.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -591906.812500 Penalty: 2847.350830
	Iteration 40F: 3 clusters Score -591906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -591908.687500 Penalty: 2847.350830
	Iteration 41Q: 3 clusters Score -591908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -591910.562500 Penalty: 2847.350830
	Iteration 42Q: 3 clusters Score -591910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -591912.562500 Penalty: 2847.350830
	Iteration 43Q: 3 clusters Score -591912.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -591913.250000 Penalty: 2847.350830
	Iteration 44Q: 3 clusters Score -591913.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -591913.687500 Penalty: 2847.350830
	Iteration 45Q: 3 clusters Score -591913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -591913.687500 Penalty: 2847.350830
	Iteration 46F: 3 clusters Score -591913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30276 members 
Mstep: Class 3 contains 8711 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 107650 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 102795 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25350 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10321 members 
Mstep: Class 17 contains 77739 members 
Mstep: Class 18 contains 152062 members 
Mstep: Class 19 contains 1404 members 
Mstep: Class 20 contains 4920 members 
Mstep: Class 21 contains 4977 members 
Entering Unmasked Estep 
Score: -52383960.000000 Penalty: 45213.089844
Splitting cluster 19 changes total score from -52384280.000000 to -52383960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (4920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Entering Unmasked Estep 
Score: -478213.468750 Penalty: 1381.422852
	Iteration 0F: 2 clusters Score -478213.5 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 2455 members 
Entering Unmasked Estep 
Score: -474276.062500 Penalty: 2762.845703
	Iteration 0F: 3 clusters Score -474276.1 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -475303.281250 Penalty: 2762.845703
	Iteration 1F: 3 clusters Score -475303.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -475447.625000 Penalty: 2762.845703
	Iteration 2F: 3 clusters Score -475447.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -475544.750000 Penalty: 2762.845703
	Iteration 3Q: 3 clusters Score -475544.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -475607.031250 Penalty: 2762.845703
	Iteration 4Q: 3 clusters Score -475607 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -475658.343750 Penalty: 2762.845703
	Iteration 5Q: 3 clusters Score -475658.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -475692.437500 Penalty: 2762.845703
	Iteration 6Q: 3 clusters Score -475692.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -475732.312500 Penalty: 2762.845703
	Iteration 7Q: 3 clusters Score -475732.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -475764.125000 Penalty: 2762.845703
	Iteration 8Q: 3 clusters Score -475764.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -475796.031250 Penalty: 2762.845703
	Iteration 9Q: 3 clusters Score -475796 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -475823.750000 Penalty: 2762.845703
	Iteration 10Q: 3 clusters Score -475823.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -475847.531250 Penalty: 2762.845703
	Iteration 11Q: 3 clusters Score -475847.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -475873.781250 Penalty: 2762.845703
	Iteration 12Q: 3 clusters Score -475873.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -475904.312500 Penalty: 2762.845703
	Iteration 13Q: 3 clusters Score -475904.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -475934.125000 Penalty: 2762.845703
	Iteration 14Q: 3 clusters Score -475934.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -475978.156250 Penalty: 2762.845703
	Iteration 15Q: 3 clusters Score -475978.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -476029.375000 Penalty: 2762.845703
	Iteration 16Q: 3 clusters Score -476029.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -476085.906250 Penalty: 2762.845703
	Iteration 17Q: 3 clusters Score -476085.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -476155.093750 Penalty: 2762.845703
	Iteration 18Q: 3 clusters Score -476155.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -476224.906250 Penalty: 2762.845703
	Iteration 19Q: 3 clusters Score -476224.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -476294.343750 Penalty: 2762.845703
	Iteration 20F: 3 clusters Score -476294.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -476383.218750 Penalty: 2762.845703
	Iteration 21Q: 3 clusters Score -476383.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -476468.593750 Penalty: 2762.845703
	Iteration 22Q: 3 clusters Score -476468.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -476547.375000 Penalty: 2762.845703
	Iteration 23Q: 3 clusters Score -476547.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -476607.312500 Penalty: 2762.845703
	Iteration 24Q: 3 clusters Score -476607.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -476668.687500 Penalty: 2762.845703
	Iteration 25Q: 3 clusters Score -476668.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -476714.281250 Penalty: 2762.845703
	Iteration 26Q: 3 clusters Score -476714.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -476754.437500 Penalty: 2762.845703
	Iteration 27Q: 3 clusters Score -476754.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -476791.781250 Penalty: 2762.845703
	Iteration 28Q: 3 clusters Score -476791.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -476822.812500 Penalty: 2762.845703
	Iteration 29Q: 3 clusters Score -476822.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -476853.718750 Penalty: 2762.845703
	Iteration 30Q: 3 clusters Score -476853.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -476876.281250 Penalty: 2762.845703
	Iteration 31Q: 3 clusters Score -476876.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -476897.437500 Penalty: 2762.845703
	Iteration 32Q: 3 clusters Score -476897.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -476909.312500 Penalty: 2762.845703
	Iteration 33Q: 3 clusters Score -476909.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -476919.437500 Penalty: 2762.845703
	Iteration 34Q: 3 clusters Score -476919.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -476927.937500 Penalty: 2762.845703
	Iteration 35Q: 3 clusters Score -476927.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -476929.906250 Penalty: 2762.845703
	Iteration 36Q: 3 clusters Score -476929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -476935.875000 Penalty: 2762.845703
	Iteration 37Q: 3 clusters Score -476935.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -476935.593750 Penalty: 2762.845703
	Iteration 38Q: 3 clusters Score -476935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -476936.437500 Penalty: 2762.845703
	Iteration 39Q: 3 clusters Score -476936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -476937.687500 Penalty: 2762.845703
	Iteration 40F: 3 clusters Score -476937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -476939.093750 Penalty: 2762.845703
	Iteration 41Q: 3 clusters Score -476939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -476939.093750 Penalty: 2762.845703
	Iteration 42F: 3 clusters Score -476939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30276 members 
Mstep: Class 3 contains 8711 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 107650 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 3999 members 
Mstep: Class 11 contains 102795 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25350 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10321 members 
Mstep: Class 17 contains 77739 members 
Mstep: Class 18 contains 152062 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384296.000000 Penalty: 43060.085938
Iteration 79Q: 21 clusters Score -5.23843e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30277 members 
Mstep: Class 3 contains 8712 members 
Mstep: Class 4 contains 6759 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 107646 members 
Mstep: Class 8 contains 8309 members 
Mstep: Class 9 contains 6714 members 
Mstep: Class 10 contains 4000 members 
Mstep: Class 11 contains 102795 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25350 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10322 members 
Mstep: Class 17 contains 77730 members 
Mstep: Class 18 contains 152054 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384284.000000 Penalty: 43060.085938
Iteration 80F: 21 clusters Score -5.238428e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30275 members 
Mstep: Class 3 contains 8711 members 
Mstep: Class 4 contains 6759 members 
Mstep: Class 5 contains 4496 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 107642 members 
Mstep: Class 8 contains 8310 members 
Mstep: Class 9 contains 6715 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25349 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10322 members 
Mstep: Class 17 contains 77727 members 
Mstep: Class 18 contains 152047 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384220.000000 Penalty: 43060.085938
Iteration 81Q: 21 clusters Score -5.238422e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30271 members 
Mstep: Class 3 contains 8712 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 4496 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 107639 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 102794 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25349 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10322 members 
Mstep: Class 17 contains 77716 members 
Mstep: Class 18 contains 152044 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384248.000000 Penalty: 43060.085938
Iteration 82Q: 21 clusters Score -5.238425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30271 members 
Mstep: Class 3 contains 8713 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 3179 members 
Mstep: Class 7 contains 107637 members 
Mstep: Class 8 contains 8303 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 10 contains 4021 members 
Mstep: Class 11 contains 102794 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25349 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10323 members 
Mstep: Class 17 contains 77713 members 
Mstep: Class 18 contains 152037 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384228.000000 Penalty: 43060.085938
Iteration 83Q: 21 clusters Score -5.238423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30270 members 
Mstep: Class 3 contains 8713 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 107638 members 
Mstep: Class 8 contains 8302 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 102794 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25348 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10323 members 
Mstep: Class 17 contains 77710 members 
Mstep: Class 18 contains 152031 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384240.000000 Penalty: 43060.085938
Iteration 84Q: 21 clusters Score -5.238424e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30270 members 
Mstep: Class 3 contains 8713 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3186 members 
Mstep: Class 7 contains 107636 members 
Mstep: Class 8 contains 8308 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25347 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10322 members 
Mstep: Class 17 contains 77709 members 
Mstep: Class 18 contains 152022 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384268.000000 Penalty: 43060.085938
Iteration 85Q: 21 clusters Score -5.238427e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30271 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6757 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107632 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 102794 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25347 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10322 members 
Mstep: Class 17 contains 77704 members 
Mstep: Class 18 contains 152011 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384268.000000 Penalty: 43060.085938
Iteration 86Q: 21 clusters Score -5.238427e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30272 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107627 members 
Mstep: Class 8 contains 8320 members 
Mstep: Class 9 contains 6727 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25347 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10321 members 
Mstep: Class 17 contains 77700 members 
Mstep: Class 18 contains 152006 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384288.000000 Penalty: 43060.085938
Iteration 87Q: 21 clusters Score -5.238429e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30271 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107628 members 
Mstep: Class 8 contains 8323 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25345 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77700 members 
Mstep: Class 18 contains 152004 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384312.000000 Penalty: 43060.085938
Iteration 88Q: 21 clusters Score -5.238431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30269 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6761 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107628 members 
Mstep: Class 8 contains 8324 members 
Mstep: Class 9 contains 6729 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25345 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77700 members 
Mstep: Class 18 contains 152003 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384304.000000 Penalty: 43060.085938
Iteration 89Q: 21 clusters Score -5.23843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30269 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107627 members 
Mstep: Class 8 contains 8323 members 
Mstep: Class 9 contains 6729 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25343 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77702 members 
Mstep: Class 18 contains 152003 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384292.000000 Penalty: 43060.085938
Iteration 90Q: 21 clusters Score -5.238429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30269 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6761 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107625 members 
Mstep: Class 8 contains 8324 members 
Mstep: Class 9 contains 6731 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25343 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77703 members 
Mstep: Class 18 contains 152003 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384288.000000 Penalty: 43060.085938
Iteration 91Q: 21 clusters Score -5.238429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30269 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6758 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107626 members 
Mstep: Class 8 contains 8327 members 
Mstep: Class 9 contains 6731 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25343 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77704 members 
Mstep: Class 18 contains 152002 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384268.000000 Penalty: 43060.085938
Iteration 92Q: 21 clusters Score -5.238427e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30269 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6752 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107626 members 
Mstep: Class 8 contains 8329 members 
Mstep: Class 9 contains 6731 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77708 members 
Mstep: Class 18 contains 152001 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384296.000000 Penalty: 43060.085938
Iteration 93Q: 21 clusters Score -5.23843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30269 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6746 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107627 members 
Mstep: Class 8 contains 8330 members 
Mstep: Class 9 contains 6731 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25346 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77710 members 
Mstep: Class 18 contains 152001 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384296.000000 Penalty: 43060.085938
Iteration 94Q: 21 clusters Score -5.23843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30270 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6741 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107628 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25345 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77714 members 
Mstep: Class 18 contains 152001 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384324.000000 Penalty: 43060.085938
Iteration 95Q: 21 clusters Score -5.238432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30273 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107629 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25346 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77715 members 
Mstep: Class 18 contains 151999 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384316.000000 Penalty: 43060.085938
Iteration 96Q: 21 clusters Score -5.238432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30274 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6729 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107631 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25345 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77723 members 
Mstep: Class 18 contains 151997 members 
Mstep: Class 19 contains 6381 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384284.000000 Penalty: 43060.085938
Iteration 97Q: 21 clusters Score -5.238428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30274 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6720 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107630 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102794 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77734 members 
Mstep: Class 18 contains 151995 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384292.000000 Penalty: 43060.085938
Iteration 98Q: 21 clusters Score -5.238429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30274 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6715 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107629 members 
Mstep: Class 8 contains 8331 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77742 members 
Mstep: Class 18 contains 151994 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384300.000000 Penalty: 43060.085938
Iteration 99Q: 21 clusters Score -5.23843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30274 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6712 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107630 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77743 members 
Mstep: Class 18 contains 151994 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384312.000000 Penalty: 43060.085938
Iteration 100F: 21 clusters Score -5.238431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30274 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6710 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107629 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77746 members 
Mstep: Class 18 contains 151994 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384308.000000 Penalty: 43060.085938
Iteration 101Q: 21 clusters Score -5.238431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30274 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6709 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107628 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77747 members 
Mstep: Class 18 contains 151995 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384288.000000 Penalty: 43060.085938
Iteration 102Q: 21 clusters Score -5.238429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30274 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6709 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107628 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77747 members 
Mstep: Class 18 contains 151995 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384288.000000 Penalty: 43060.085938
Iteration 103F: 21 clusters Score -5.238429e+07 nChanged 0
Entering ConstructFrom: 
Score: -52384288.000000 Penalty: 43060.085938
Entering ConstructFrom: 
Trying to split cluster 1 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -180566.828125 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -180566.8 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 1055 members 
Entering Unmasked Estep 
Score: -178447.906250 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -178447.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -178960.218750 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -178960.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -179106.484375 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -179106.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -179200.875000 Penalty: 2484.287598
	Iteration 3Q: 3 clusters Score -179200.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -179261.906250 Penalty: 2484.287598
	Iteration 4Q: 3 clusters Score -179261.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -179306.062500 Penalty: 2484.287598
	Iteration 5Q: 3 clusters Score -179306.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -179333.406250 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -179333.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -179357.531250 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -179357.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -179373.609375 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -179373.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -179389.984375 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -179390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -179403.390625 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -179403.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -179415.765625 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -179415.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -179429.750000 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -179429.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -179439.828125 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -179439.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -179447.656250 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -179447.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -179456.750000 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -179456.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -179468.296875 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -179468.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -179478.328125 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -179478.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -179485.968750 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -179486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -179490.328125 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -179490.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -179496.781250 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -179496.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -179501.953125 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -179502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -179504.906250 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -179504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -179505.703125 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -179505.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -179506.031250 Penalty: 2484.287598
	Iteration 24Q: 3 clusters Score -179506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -179506.468750 Penalty: 2484.287598
	Iteration 25Q: 3 clusters Score -179506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -179507.765625 Penalty: 2484.287598
	Iteration 26Q: 3 clusters Score -179507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -179510.718750 Penalty: 2484.287598
	Iteration 27Q: 3 clusters Score -179510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -179511.718750 Penalty: 2484.287598
	Iteration 28Q: 3 clusters Score -179511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -179513.093750 Penalty: 2484.287598
	Iteration 29Q: 3 clusters Score -179513.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -179513.312500 Penalty: 2484.287598
	Iteration 30Q: 3 clusters Score -179513.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -179515.421875 Penalty: 2484.287598
	Iteration 31Q: 3 clusters Score -179515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -179516.218750 Penalty: 2484.287598
	Iteration 32Q: 3 clusters Score -179516.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -179518.281250 Penalty: 2484.287598
	Iteration 33Q: 3 clusters Score -179518.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -179518.281250 Penalty: 2484.287598
	Iteration 34F: 3 clusters Score -179518.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Entering Unmasked Estep 
Score: -2908165.500000 Penalty: 1676.682251
	Iteration 0F: 2 clusters Score -2908166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -2887756.000000 Penalty: 3353.364502
	Iteration 0F: 3 clusters Score -2887756 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2895692.750000 Penalty: 3353.364502
	Iteration 1F: 3 clusters Score -2895693 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2896269.250000 Penalty: 3353.364502
	Iteration 2Q: 3 clusters Score -2896269 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2897007.250000 Penalty: 3353.364502
	Iteration 3Q: 3 clusters Score -2897007 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2898050.750000 Penalty: 3353.364502
	Iteration 4F: 3 clusters Score -2898051 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2899612.500000 Penalty: 3353.364502
	Iteration 5F: 3 clusters Score -2899612 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2901555.250000 Penalty: 3353.364502
	Iteration 6F: 3 clusters Score -2901555 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2903545.250000 Penalty: 3353.364502
	Iteration 7F: 3 clusters Score -2903545 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2905225.500000 Penalty: 3353.364502
	Iteration 8F: 3 clusters Score -2905226 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2906225.750000 Penalty: 3353.364502
	Iteration 9Q: 3 clusters Score -2906226 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2906912.000000 Penalty: 3353.364502
	Iteration 10Q: 3 clusters Score -2906912 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2907500.500000 Penalty: 3353.364502
	Iteration 11Q: 3 clusters Score -2907500 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2907872.250000 Penalty: 3353.364502
	Iteration 12Q: 3 clusters Score -2907872 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2908101.500000 Penalty: 3353.364502
	Iteration 13Q: 3 clusters Score -2908102 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2908240.500000 Penalty: 3353.364502
	Iteration 14Q: 3 clusters Score -2908240 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2908286.250000 Penalty: 3353.364502
	Iteration 15Q: 3 clusters Score -2908286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2908320.500000 Penalty: 3353.364502
	Iteration 16Q: 3 clusters Score -2908320 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2908323.250000 Penalty: 3353.364502
	Iteration 17Q: 3 clusters Score -2908323 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2908331.000000 Penalty: 3353.364502
	Iteration 18Q: 3 clusters Score -2908331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2908336.000000 Penalty: 3353.364502
	Iteration 19Q: 3 clusters Score -2908336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2908344.500000 Penalty: 3353.364502
	Iteration 20F: 3 clusters Score -2908344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -2908342.250000 Penalty: 3353.364502
	Iteration 21Q: 3 clusters Score -2908342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2908346.000000 Penalty: 3353.364502
	Iteration 22Q: 3 clusters Score -2908346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2908350.750000 Penalty: 3353.364502
	Iteration 23Q: 3 clusters Score -2908351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2908355.500000 Penalty: 3353.364502
	Iteration 24Q: 3 clusters Score -2908356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2908350.750000 Penalty: 3353.364502
	Iteration 25Q: 3 clusters Score -2908351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2908355.000000 Penalty: 3353.364502
	Iteration 26Q: 3 clusters Score -2908355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2908356.250000 Penalty: 3353.364502
	Iteration 27Q: 3 clusters Score -2908356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2908354.750000 Penalty: 3353.364502
	Iteration 28Q: 3 clusters Score -2908355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2908353.750000 Penalty: 3353.364502
	Iteration 29Q: 3 clusters Score -2908354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2908356.250000 Penalty: 3353.364502
	Iteration 30Q: 3 clusters Score -2908356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -2908352.000000 Penalty: 3353.364502
	Iteration 31Q: 3 clusters Score -2908352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2908354.250000 Penalty: 3353.364502
	Iteration 32Q: 3 clusters Score -2908354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2908355.000000 Penalty: 3353.364502
	Iteration 33Q: 3 clusters Score -2908355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2908356.250000 Penalty: 3353.364502
	Iteration 34Q: 3 clusters Score -2908356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2908358.250000 Penalty: 3353.364502
	Iteration 35Q: 3 clusters Score -2908358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2908355.000000 Penalty: 3353.364502
	Iteration 36Q: 3 clusters Score -2908355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2908358.000000 Penalty: 3353.364502
	Iteration 37Q: 3 clusters Score -2908358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2908358.750000 Penalty: 3353.364502
	Iteration 38Q: 3 clusters Score -2908359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2908358.500000 Penalty: 3353.364502
	Iteration 39Q: 3 clusters Score -2908358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2908363.750000 Penalty: 3353.364502
	Iteration 40F: 3 clusters Score -2908364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2908360.750000 Penalty: 3353.364502
	Iteration 41Q: 3 clusters Score -2908361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2908358.250000 Penalty: 3353.364502
	Iteration 42Q: 3 clusters Score -2908358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -2908361.000000 Penalty: 3353.364502
	Iteration 43Q: 3 clusters Score -2908361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2908364.500000 Penalty: 3353.364502
	Iteration 44Q: 3 clusters Score -2908364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -2908367.250000 Penalty: 3353.364502
	Iteration 45Q: 3 clusters Score -2908367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2908365.750000 Penalty: 3353.364502
	Iteration 46Q: 3 clusters Score -2908366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2908367.000000 Penalty: 3353.364502
	Iteration 47Q: 3 clusters Score -2908367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -2908364.500000 Penalty: 3353.364502
	Iteration 48Q: 3 clusters Score -2908364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2908363.750000 Penalty: 3353.364502
	Iteration 49Q: 3 clusters Score -2908364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2908364.500000 Penalty: 3353.364502
	Iteration 50Q: 3 clusters Score -2908364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2908364.500000 Penalty: 3353.364502
	Iteration 51F: 3 clusters Score -2908364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7547 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6709 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107628 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77747 members 
Mstep: Class 18 contains 151995 members 
Mstep: Class 19 contains 6382 members 
Mstep: Class 20 contains 4974 members 
Mstep: Class 21 contains 22727 members 
Entering Unmasked Estep 
Score: -52384136.000000 Penalty: 45213.089844
Splitting cluster 2 changes total score from -52384288.000000 to -52384136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Entering Unmasked Estep 
Score: -785108.500000 Penalty: 1474.311523
	Iteration 0F: 2 clusters Score -785108.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -778818.812500 Penalty: 2948.623047
	Iteration 0F: 3 clusters Score -778818.8 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -780893.000000 Penalty: 2948.623047
	Iteration 1F: 3 clusters Score -780893 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -781174.312500 Penalty: 2948.623047
	Iteration 2F: 3 clusters Score -781174.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -781397.062500 Penalty: 2948.623047
	Iteration 3F: 3 clusters Score -781397.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -781623.500000 Penalty: 2948.623047
	Iteration 4Q: 3 clusters Score -781623.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -781884.125000 Penalty: 2948.623047
	Iteration 5Q: 3 clusters Score -781884.1 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -782192.000000 Penalty: 2948.623047
	Iteration 6F: 3 clusters Score -782192 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -782541.125000 Penalty: 2948.623047
	Iteration 7F: 3 clusters Score -782541.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -783015.875000 Penalty: 2948.623047
	Iteration 8F: 3 clusters Score -783015.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -783502.125000 Penalty: 2948.623047
	Iteration 9F: 3 clusters Score -783502.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -783963.562500 Penalty: 2948.623047
	Iteration 10F: 3 clusters Score -783963.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -784327.937500 Penalty: 2948.623047
	Iteration 11Q: 3 clusters Score -784327.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -784573.250000 Penalty: 2948.623047
	Iteration 12Q: 3 clusters Score -784573.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -784719.937500 Penalty: 2948.623047
	Iteration 13Q: 3 clusters Score -784719.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -784809.312500 Penalty: 2948.623047
	Iteration 14Q: 3 clusters Score -784809.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -784857.312500 Penalty: 2948.623047
	Iteration 15Q: 3 clusters Score -784857.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -784882.562500 Penalty: 2948.623047
	Iteration 16Q: 3 clusters Score -784882.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -784896.500000 Penalty: 2948.623047
	Iteration 17Q: 3 clusters Score -784896.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -784902.937500 Penalty: 2948.623047
	Iteration 18Q: 3 clusters Score -784902.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -784906.687500 Penalty: 2948.623047
	Iteration 19Q: 3 clusters Score -784906.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -784915.750000 Penalty: 2948.623047
	Iteration 20F: 3 clusters Score -784915.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -784918.875000 Penalty: 2948.623047
	Iteration 21Q: 3 clusters Score -784918.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -784920.750000 Penalty: 2948.623047
	Iteration 22Q: 3 clusters Score -784920.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -784922.562500 Penalty: 2948.623047
	Iteration 23Q: 3 clusters Score -784922.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -784928.562500 Penalty: 2948.623047
	Iteration 24Q: 3 clusters Score -784928.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -784926.937500 Penalty: 2948.623047
	Iteration 25Q: 3 clusters Score -784926.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -784931.562500 Penalty: 2948.623047
	Iteration 26Q: 3 clusters Score -784931.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -784934.812500 Penalty: 2948.623047
	Iteration 27Q: 3 clusters Score -784934.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -784939.250000 Penalty: 2948.623047
	Iteration 28Q: 3 clusters Score -784939.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -784942.375000 Penalty: 2948.623047
	Iteration 29Q: 3 clusters Score -784942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -784943.875000 Penalty: 2948.623047
	Iteration 30Q: 3 clusters Score -784943.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -784944.437500 Penalty: 2948.623047
	Iteration 31Q: 3 clusters Score -784944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -784946.875000 Penalty: 2948.623047
	Iteration 32Q: 3 clusters Score -784946.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -784945.812500 Penalty: 2948.623047
	Iteration 33Q: 3 clusters Score -784945.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -784946.937500 Penalty: 2948.623047
	Iteration 34Q: 3 clusters Score -784946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -784948.875000 Penalty: 2948.623047
	Iteration 35Q: 3 clusters Score -784948.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -784948.687500 Penalty: 2948.623047
	Iteration 36Q: 3 clusters Score -784948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -784948.437500 Penalty: 2948.623047
	Iteration 37Q: 3 clusters Score -784948.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -784951.500000 Penalty: 2948.623047
	Iteration 38Q: 3 clusters Score -784951.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -784952.500000 Penalty: 2948.623047
	Iteration 39Q: 3 clusters Score -784952.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -784952.625000 Penalty: 2948.623047
	Iteration 40F: 3 clusters Score -784952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -784953.375000 Penalty: 2948.623047
	Iteration 41Q: 3 clusters Score -784953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -784954.187500 Penalty: 2948.623047
	Iteration 42Q: 3 clusters Score -784954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -784954.375000 Penalty: 2948.623047
	Iteration 43Q: 3 clusters Score -784954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -784954.812500 Penalty: 2948.623047
	Iteration 44Q: 3 clusters Score -784954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -784954.187500 Penalty: 2948.623047
	Iteration 45Q: 3 clusters Score -784954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -784954.125000 Penalty: 2948.623047
	Iteration 46Q: 3 clusters Score -784954.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -784954.125000 Penalty: 2948.623047
	Iteration 47F: 3 clusters Score -784954.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Entering Unmasked Estep 
Score: -645115.625000 Penalty: 1431.820801
	Iteration 0F: 2 clusters Score -645115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -640055.875000 Penalty: 2863.641602
	Iteration 0F: 3 clusters Score -640055.9 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -641598.750000 Penalty: 2863.641602
	Iteration 1F: 3 clusters Score -641598.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -641814.750000 Penalty: 2863.641602
	Iteration 2F: 3 clusters Score -641814.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -641981.375000 Penalty: 2863.641602
	Iteration 3F: 3 clusters Score -641981.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -642107.250000 Penalty: 2863.641602
	Iteration 4Q: 3 clusters Score -642107.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -642203.875000 Penalty: 2863.641602
	Iteration 5Q: 3 clusters Score -642203.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -642279.937500 Penalty: 2863.641602
	Iteration 6Q: 3 clusters Score -642279.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -642363.125000 Penalty: 2863.641602
	Iteration 7Q: 3 clusters Score -642363.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -642454.312500 Penalty: 2863.641602
	Iteration 8Q: 3 clusters Score -642454.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -642540.500000 Penalty: 2863.641602
	Iteration 9Q: 3 clusters Score -642540.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -642632.562500 Penalty: 2863.641602
	Iteration 10Q: 3 clusters Score -642632.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -642744.062500 Penalty: 2863.641602
	Iteration 11Q: 3 clusters Score -642744.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -642862.687500 Penalty: 2863.641602
	Iteration 12Q: 3 clusters Score -642862.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -642980.375000 Penalty: 2863.641602
	Iteration 13Q: 3 clusters Score -642980.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -643095.437500 Penalty: 2863.641602
	Iteration 14Q: 3 clusters Score -643095.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -643198.937500 Penalty: 2863.641602
	Iteration 15Q: 3 clusters Score -643198.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -643278.812500 Penalty: 2863.641602
	Iteration 16Q: 3 clusters Score -643278.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -643344.187500 Penalty: 2863.641602
	Iteration 17Q: 3 clusters Score -643344.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -643392.250000 Penalty: 2863.641602
	Iteration 18Q: 3 clusters Score -643392.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -643425.500000 Penalty: 2863.641602
	Iteration 19Q: 3 clusters Score -643425.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -643443.437500 Penalty: 2863.641602
	Iteration 20F: 3 clusters Score -643443.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -643454.062500 Penalty: 2863.641602
	Iteration 21Q: 3 clusters Score -643454.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -643464.062500 Penalty: 2863.641602
	Iteration 22Q: 3 clusters Score -643464.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -643471.875000 Penalty: 2863.641602
	Iteration 23Q: 3 clusters Score -643471.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -643482.250000 Penalty: 2863.641602
	Iteration 24Q: 3 clusters Score -643482.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -643495.562500 Penalty: 2863.641602
	Iteration 25Q: 3 clusters Score -643495.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -643506.125000 Penalty: 2863.641602
	Iteration 26Q: 3 clusters Score -643506.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -643513.750000 Penalty: 2863.641602
	Iteration 27Q: 3 clusters Score -643513.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -643520.812500 Penalty: 2863.641602
	Iteration 28Q: 3 clusters Score -643520.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -643527.750000 Penalty: 2863.641602
	Iteration 29Q: 3 clusters Score -643527.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -643534.437500 Penalty: 2863.641602
	Iteration 30Q: 3 clusters Score -643534.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -643540.125000 Penalty: 2863.641602
	Iteration 31Q: 3 clusters Score -643540.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -643544.437500 Penalty: 2863.641602
	Iteration 32Q: 3 clusters Score -643544.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -643548.062500 Penalty: 2863.641602
	Iteration 33Q: 3 clusters Score -643548.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -643550.750000 Penalty: 2863.641602
	Iteration 34Q: 3 clusters Score -643550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -643553.812500 Penalty: 2863.641602
	Iteration 35Q: 3 clusters Score -643553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -643556.375000 Penalty: 2863.641602
	Iteration 36Q: 3 clusters Score -643556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -643559.187500 Penalty: 2863.641602
	Iteration 37Q: 3 clusters Score -643559.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -643563.187500 Penalty: 2863.641602
	Iteration 38Q: 3 clusters Score -643563.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -643568.625000 Penalty: 2863.641602
	Iteration 39Q: 3 clusters Score -643568.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -643572.937500 Penalty: 2863.641602
	Iteration 40F: 3 clusters Score -643572.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -643577.000000 Penalty: 2863.641602
	Iteration 41Q: 3 clusters Score -643577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -643581.562500 Penalty: 2863.641602
	Iteration 42Q: 3 clusters Score -643581.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -643584.187500 Penalty: 2863.641602
	Iteration 43Q: 3 clusters Score -643584.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -643587.375000 Penalty: 2863.641602
	Iteration 44Q: 3 clusters Score -643587.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -643591.187500 Penalty: 2863.641602
	Iteration 45Q: 3 clusters Score -643591.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -643593.687500 Penalty: 2863.641602
	Iteration 46Q: 3 clusters Score -643593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -643595.125000 Penalty: 2863.641602
	Iteration 47Q: 3 clusters Score -643595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -643598.750000 Penalty: 2863.641602
	Iteration 48Q: 3 clusters Score -643598.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -643604.000000 Penalty: 2863.641602
	Iteration 49Q: 3 clusters Score -643604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -643608.000000 Penalty: 2863.641602
	Iteration 50Q: 3 clusters Score -643608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -643613.625000 Penalty: 2863.641602
	Iteration 51Q: 3 clusters Score -643613.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -643617.562500 Penalty: 2863.641602
	Iteration 52Q: 3 clusters Score -643617.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -643622.875000 Penalty: 2863.641602
	Iteration 53Q: 3 clusters Score -643622.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -643626.750000 Penalty: 2863.641602
	Iteration 54Q: 3 clusters Score -643626.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -643631.125000 Penalty: 2863.641602
	Iteration 55Q: 3 clusters Score -643631.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -643633.125000 Penalty: 2863.641602
	Iteration 56Q: 3 clusters Score -643633.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -643638.125000 Penalty: 2863.641602
	Iteration 57Q: 3 clusters Score -643638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -643640.250000 Penalty: 2863.641602
	Iteration 58Q: 3 clusters Score -643640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -643641.000000 Penalty: 2863.641602
	Iteration 59Q: 3 clusters Score -643641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -643641.000000 Penalty: 2863.641602
	Iteration 60F: 3 clusters Score -643641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -643645.250000 Penalty: 2863.641602
	Iteration 61Q: 3 clusters Score -643645.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -643645.500000 Penalty: 2863.641602
	Iteration 62Q: 3 clusters Score -643645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -643646.000000 Penalty: 2863.641602
	Iteration 63Q: 3 clusters Score -643646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -643645.750000 Penalty: 2863.641602
	Iteration 64Q: 3 clusters Score -643645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -643646.687500 Penalty: 2863.641602
	Iteration 65Q: 3 clusters Score -643646.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -643649.375000 Penalty: 2863.641602
	Iteration 66Q: 3 clusters Score -643649.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -643649.937500 Penalty: 2863.641602
	Iteration 67Q: 3 clusters Score -643649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -643649.625000 Penalty: 2863.641602
	Iteration 68Q: 3 clusters Score -643649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -643649.812500 Penalty: 2863.641602
	Iteration 69Q: 3 clusters Score -643649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -643650.937500 Penalty: 2863.641602
	Iteration 70Q: 3 clusters Score -643650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -643651.562500 Penalty: 2863.641602
	Iteration 71Q: 3 clusters Score -643651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -643651.937500 Penalty: 2863.641602
	Iteration 72Q: 3 clusters Score -643651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -643651.937500 Penalty: 2863.641602
	Iteration 73Q: 3 clusters Score -643651.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -643652.375000 Penalty: 2863.641602
	Iteration 74Q: 3 clusters Score -643652.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -643653.875000 Penalty: 2863.641602
	Iteration 75Q: 3 clusters Score -643653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -643654.875000 Penalty: 2863.641602
	Iteration 76Q: 3 clusters Score -643654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -643656.187500 Penalty: 2863.641602
	Iteration 77Q: 3 clusters Score -643656.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -643658.187500 Penalty: 2863.641602
	Iteration 78Q: 3 clusters Score -643658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -643661.125000 Penalty: 2863.641602
	Iteration 79Q: 3 clusters Score -643661.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -643662.125000 Penalty: 2863.641602
	Iteration 80F: 3 clusters Score -643662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -643665.812500 Penalty: 2863.641602
	Iteration 81Q: 3 clusters Score -643665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -643667.750000 Penalty: 2863.641602
	Iteration 82Q: 3 clusters Score -643667.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -643675.437500 Penalty: 2863.641602
	Iteration 83Q: 3 clusters Score -643675.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -643677.875000 Penalty: 2863.641602
	Iteration 84Q: 3 clusters Score -643677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -643680.250000 Penalty: 2863.641602
	Iteration 85Q: 3 clusters Score -643680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -643680.125000 Penalty: 2863.641602
	Iteration 86Q: 3 clusters Score -643680.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -643681.750000 Penalty: 2863.641602
	Iteration 87Q: 3 clusters Score -643681.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -643685.312500 Penalty: 2863.641602
	Iteration 88Q: 3 clusters Score -643685.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -643689.875000 Penalty: 2863.641602
	Iteration 89Q: 3 clusters Score -643689.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -643694.187500 Penalty: 2863.641602
	Iteration 90Q: 3 clusters Score -643694.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -643700.937500 Penalty: 2863.641602
	Iteration 91Q: 3 clusters Score -643700.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -643709.437500 Penalty: 2863.641602
	Iteration 92Q: 3 clusters Score -643709.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -643716.375000 Penalty: 2863.641602
	Iteration 93Q: 3 clusters Score -643716.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -643723.125000 Penalty: 2863.641602
	Iteration 94Q: 3 clusters Score -643723.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -643727.562500 Penalty: 2863.641602
	Iteration 95Q: 3 clusters Score -643727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -643733.312500 Penalty: 2863.641602
	Iteration 96Q: 3 clusters Score -643733.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -643735.187500 Penalty: 2863.641602
	Iteration 97Q: 3 clusters Score -643735.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -643736.625000 Penalty: 2863.641602
	Iteration 98Q: 3 clusters Score -643736.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -643738.625000 Penalty: 2863.641602
	Iteration 99Q: 3 clusters Score -643738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -643739.375000 Penalty: 2863.641602
	Iteration 100F: 3 clusters Score -643739.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -643739.750000 Penalty: 2863.641602
	Iteration 101Q: 3 clusters Score -643739.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -643742.437500 Penalty: 2863.641602
	Iteration 102Q: 3 clusters Score -643742.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -643743.187500 Penalty: 2863.641602
	Iteration 103Q: 3 clusters Score -643743.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -643744.250000 Penalty: 2863.641602
	Iteration 104Q: 3 clusters Score -643744.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -643746.125000 Penalty: 2863.641602
	Iteration 105Q: 3 clusters Score -643746.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -643748.187500 Penalty: 2863.641602
	Iteration 106Q: 3 clusters Score -643748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -643750.937500 Penalty: 2863.641602
	Iteration 107Q: 3 clusters Score -643750.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -643756.062500 Penalty: 2863.641602
	Iteration 108Q: 3 clusters Score -643756.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -643760.500000 Penalty: 2863.641602
	Iteration 109Q: 3 clusters Score -643760.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -643762.375000 Penalty: 2863.641602
	Iteration 110Q: 3 clusters Score -643762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -643763.750000 Penalty: 2863.641602
	Iteration 111Q: 3 clusters Score -643763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -643765.187500 Penalty: 2863.641602
	Iteration 112Q: 3 clusters Score -643765.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -643764.312500 Penalty: 2863.641602
	Iteration 113Q: 3 clusters Score -643764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -643765.000000 Penalty: 2863.641602
	Iteration 114Q: 3 clusters Score -643765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -643764.437500 Penalty: 2863.641602
	Iteration 115Q: 3 clusters Score -643764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -643765.937500 Penalty: 2863.641602
	Iteration 116Q: 3 clusters Score -643765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -643766.312500 Penalty: 2863.641602
	Iteration 117Q: 3 clusters Score -643766.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -643766.625000 Penalty: 2863.641602
	Iteration 118Q: 3 clusters Score -643766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -643766.625000 Penalty: 2863.641602
	Iteration 119F: 3 clusters Score -643766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -395524.031250 Penalty: 1366.850586
	Iteration 0F: 2 clusters Score -395524 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 2278 members 
Entering Unmasked Estep 
Score: -391822.593750 Penalty: 2733.701172
	Iteration 0F: 3 clusters Score -391822.6 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -392813.437500 Penalty: 2733.701172
	Iteration 1F: 3 clusters Score -392813.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -393046.468750 Penalty: 2733.701172
	Iteration 2F: 3 clusters Score -393046.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -393205.812500 Penalty: 2733.701172
	Iteration 3F: 3 clusters Score -393205.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -393298.906250 Penalty: 2733.701172
	Iteration 4Q: 3 clusters Score -393298.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -393375.156250 Penalty: 2733.701172
	Iteration 5Q: 3 clusters Score -393375.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -393420.500000 Penalty: 2733.701172
	Iteration 6Q: 3 clusters Score -393420.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -393449.093750 Penalty: 2733.701172
	Iteration 7Q: 3 clusters Score -393449.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -393462.937500 Penalty: 2733.701172
	Iteration 8Q: 3 clusters Score -393462.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -393476.718750 Penalty: 2733.701172
	Iteration 9Q: 3 clusters Score -393476.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -393489.375000 Penalty: 2733.701172
	Iteration 10Q: 3 clusters Score -393489.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -393498.875000 Penalty: 2733.701172
	Iteration 11Q: 3 clusters Score -393498.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -393513.562500 Penalty: 2733.701172
	Iteration 12Q: 3 clusters Score -393513.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -393529.125000 Penalty: 2733.701172
	Iteration 13Q: 3 clusters Score -393529.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -393547.343750 Penalty: 2733.701172
	Iteration 14Q: 3 clusters Score -393547.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -393568.718750 Penalty: 2733.701172
	Iteration 15Q: 3 clusters Score -393568.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -393591.187500 Penalty: 2733.701172
	Iteration 16Q: 3 clusters Score -393591.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -393608.250000 Penalty: 2733.701172
	Iteration 17Q: 3 clusters Score -393608.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -393632.437500 Penalty: 2733.701172
	Iteration 18Q: 3 clusters Score -393632.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -393649.968750 Penalty: 2733.701172
	Iteration 19Q: 3 clusters Score -393650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -393675.812500 Penalty: 2733.701172
	Iteration 20F: 3 clusters Score -393675.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -393710.156250 Penalty: 2733.701172
	Iteration 21Q: 3 clusters Score -393710.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -393741.156250 Penalty: 2733.701172
	Iteration 22Q: 3 clusters Score -393741.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -393778.500000 Penalty: 2733.701172
	Iteration 23Q: 3 clusters Score -393778.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -393816.093750 Penalty: 2733.701172
	Iteration 24Q: 3 clusters Score -393816.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -393846.687500 Penalty: 2733.701172
	Iteration 25Q: 3 clusters Score -393846.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -393881.125000 Penalty: 2733.701172
	Iteration 26Q: 3 clusters Score -393881.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -393917.500000 Penalty: 2733.701172
	Iteration 27Q: 3 clusters Score -393917.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -393953.375000 Penalty: 2733.701172
	Iteration 28Q: 3 clusters Score -393953.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -393987.718750 Penalty: 2733.701172
	Iteration 29Q: 3 clusters Score -393987.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -394019.750000 Penalty: 2733.701172
	Iteration 30Q: 3 clusters Score -394019.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -394049.031250 Penalty: 2733.701172
	Iteration 31Q: 3 clusters Score -394049 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -394074.250000 Penalty: 2733.701172
	Iteration 32Q: 3 clusters Score -394074.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -394105.125000 Penalty: 2733.701172
	Iteration 33Q: 3 clusters Score -394105.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -394136.250000 Penalty: 2733.701172
	Iteration 34Q: 3 clusters Score -394136.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -394163.093750 Penalty: 2733.701172
	Iteration 35Q: 3 clusters Score -394163.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -394193.906250 Penalty: 2733.701172
	Iteration 36Q: 3 clusters Score -394193.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -394221.250000 Penalty: 2733.701172
	Iteration 37Q: 3 clusters Score -394221.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -394241.156250 Penalty: 2733.701172
	Iteration 38Q: 3 clusters Score -394241.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -394253.687500 Penalty: 2733.701172
	Iteration 39Q: 3 clusters Score -394253.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -394264.437500 Penalty: 2733.701172
	Iteration 40F: 3 clusters Score -394264.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -394276.781250 Penalty: 2733.701172
	Iteration 41Q: 3 clusters Score -394276.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -394292.437500 Penalty: 2733.701172
	Iteration 42Q: 3 clusters Score -394292.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -394312.625000 Penalty: 2733.701172
	Iteration 43Q: 3 clusters Score -394312.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -394331.687500 Penalty: 2733.701172
	Iteration 44Q: 3 clusters Score -394331.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -394345.656250 Penalty: 2733.701172
	Iteration 45Q: 3 clusters Score -394345.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -394358.718750 Penalty: 2733.701172
	Iteration 46Q: 3 clusters Score -394358.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -394366.250000 Penalty: 2733.701172
	Iteration 47Q: 3 clusters Score -394366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -394370.250000 Penalty: 2733.701172
	Iteration 48Q: 3 clusters Score -394370.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -394376.000000 Penalty: 2733.701172
	Iteration 49Q: 3 clusters Score -394376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -394381.343750 Penalty: 2733.701172
	Iteration 50Q: 3 clusters Score -394381.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -394382.187500 Penalty: 2733.701172
	Iteration 51Q: 3 clusters Score -394382.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -394382.812500 Penalty: 2733.701172
	Iteration 52Q: 3 clusters Score -394382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -394384.250000 Penalty: 2733.701172
	Iteration 53Q: 3 clusters Score -394384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -394386.406250 Penalty: 2733.701172
	Iteration 54Q: 3 clusters Score -394386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -394387.937500 Penalty: 2733.701172
	Iteration 55Q: 3 clusters Score -394387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -394388.843750 Penalty: 2733.701172
	Iteration 56Q: 3 clusters Score -394388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -394389.937500 Penalty: 2733.701172
	Iteration 57Q: 3 clusters Score -394389.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -394391.500000 Penalty: 2733.701172
	Iteration 58Q: 3 clusters Score -394391.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -394392.343750 Penalty: 2733.701172
	Iteration 59Q: 3 clusters Score -394392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -394393.593750 Penalty: 2733.701172
	Iteration 60F: 3 clusters Score -394393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -394395.250000 Penalty: 2733.701172
	Iteration 61Q: 3 clusters Score -394395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -394395.843750 Penalty: 2733.701172
	Iteration 62Q: 3 clusters Score -394395.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -394397.000000 Penalty: 2733.701172
	Iteration 63Q: 3 clusters Score -394397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -394400.125000 Penalty: 2733.701172
	Iteration 64Q: 3 clusters Score -394400.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -394403.093750 Penalty: 2733.701172
	Iteration 65Q: 3 clusters Score -394403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -394404.250000 Penalty: 2733.701172
	Iteration 66Q: 3 clusters Score -394404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -394404.250000 Penalty: 2733.701172
	Iteration 67F: 3 clusters Score -394404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -289389.781250 Penalty: 1310.962769
	Iteration 0F: 2 clusters Score -289389.8 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 1585 members 
Entering Unmasked Estep 
Score: -286528.531250 Penalty: 2621.925537
	Iteration 0F: 3 clusters Score -286528.5 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -287299.468750 Penalty: 2621.925537
	Iteration 1F: 3 clusters Score -287299.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -287507.031250 Penalty: 2621.925537
	Iteration 2F: 3 clusters Score -287507 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -287652.281250 Penalty: 2621.925537
	Iteration 3F: 3 clusters Score -287652.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -287731.187500 Penalty: 2621.925537
	Iteration 4Q: 3 clusters Score -287731.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -287814.312500 Penalty: 2621.925537
	Iteration 5Q: 3 clusters Score -287814.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -287897.250000 Penalty: 2621.925537
	Iteration 6Q: 3 clusters Score -287897.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -287965.125000 Penalty: 2621.925537
	Iteration 7Q: 3 clusters Score -287965.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -288025.500000 Penalty: 2621.925537
	Iteration 8Q: 3 clusters Score -288025.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -288078.718750 Penalty: 2621.925537
	Iteration 9Q: 3 clusters Score -288078.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -288134.437500 Penalty: 2621.925537
	Iteration 10Q: 3 clusters Score -288134.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -288182.968750 Penalty: 2621.925537
	Iteration 11Q: 3 clusters Score -288183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -288226.156250 Penalty: 2621.925537
	Iteration 12Q: 3 clusters Score -288226.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -288263.562500 Penalty: 2621.925537
	Iteration 13Q: 3 clusters Score -288263.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -288294.156250 Penalty: 2621.925537
	Iteration 14Q: 3 clusters Score -288294.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -288322.687500 Penalty: 2621.925537
	Iteration 15Q: 3 clusters Score -288322.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -288355.062500 Penalty: 2621.925537
	Iteration 16Q: 3 clusters Score -288355.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -288374.781250 Penalty: 2621.925537
	Iteration 17Q: 3 clusters Score -288374.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -288386.968750 Penalty: 2621.925537
	Iteration 18Q: 3 clusters Score -288387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -288394.437500 Penalty: 2621.925537
	Iteration 19Q: 3 clusters Score -288394.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -288400.781250 Penalty: 2621.925537
	Iteration 20F: 3 clusters Score -288400.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -288405.437500 Penalty: 2621.925537
	Iteration 21Q: 3 clusters Score -288405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -288407.781250 Penalty: 2621.925537
	Iteration 22Q: 3 clusters Score -288407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -288408.750000 Penalty: 2621.925537
	Iteration 23Q: 3 clusters Score -288408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -288409.093750 Penalty: 2621.925537
	Iteration 24Q: 3 clusters Score -288409.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -288409.562500 Penalty: 2621.925537
	Iteration 25Q: 3 clusters Score -288409.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -288409.562500 Penalty: 2621.925537
	Iteration 26F: 3 clusters Score -288409.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (107628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107628 members 
Entering Unmasked Estep 
Score: -10120914.000000 Penalty: 1882.795898
	Iteration 0F: 2 clusters Score -1.012091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -10048592.000000 Penalty: 3765.591797
	Iteration 0F: 3 clusters Score -1.004859e+07 nChanged 51679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -10078599.000000 Penalty: 3765.591797
	Iteration 1F: 3 clusters Score -1.00786e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -10079424.000000 Penalty: 3765.591797
	Iteration 2Q: 3 clusters Score -1.007942e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -10080703.000000 Penalty: 3765.591797
	Iteration 3Q: 3 clusters Score -1.00807e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 62769 members 
Entering Unmasked Estep 
Score: -10082555.000000 Penalty: 3765.591797
	Iteration 4Q: 3 clusters Score -1.008256e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -10085626.000000 Penalty: 3765.591797
	Iteration 5F: 3 clusters Score -1.008563e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -10090529.000000 Penalty: 3765.591797
	Iteration 6F: 3 clusters Score -1.009053e+07 nChanged 7837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -10096969.000000 Penalty: 3765.591797
	Iteration 7F: 3 clusters Score -1.009697e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -10103749.000000 Penalty: 3765.591797
	Iteration 8F: 3 clusters Score -1.010375e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 92815 members 
Entering Unmasked Estep 
Score: -10108976.000000 Penalty: 3765.591797
	Iteration 9F: 3 clusters Score -1.010898e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 96905 members 
Entering Unmasked Estep 
Score: -10112523.000000 Penalty: 3765.591797
	Iteration 10Q: 3 clusters Score -1.011252e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 99927 members 
Entering Unmasked Estep 
Score: -10115019.000000 Penalty: 3765.591797
	Iteration 11Q: 3 clusters Score -1.011502e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 102171 members 
Entering Unmasked Estep 
Score: -10116774.000000 Penalty: 3765.591797
	Iteration 12Q: 3 clusters Score -1.011677e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 103710 members 
Entering Unmasked Estep 
Score: -10117913.000000 Penalty: 3765.591797
	Iteration 13Q: 3 clusters Score -1.011791e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -10118613.000000 Penalty: 3765.591797
	Iteration 14Q: 3 clusters Score -1.011861e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 105455 members 
Entering Unmasked Estep 
Score: -10119110.000000 Penalty: 3765.591797
	Iteration 15Q: 3 clusters Score -1.011911e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 105888 members 
Entering Unmasked Estep 
Score: -10119444.000000 Penalty: 3765.591797
	Iteration 16Q: 3 clusters Score -1.011944e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 106168 members 
Entering Unmasked Estep 
Score: -10119610.000000 Penalty: 3765.591797
	Iteration 17Q: 3 clusters Score -1.011961e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 106341 members 
Entering Unmasked Estep 
Score: -10119748.000000 Penalty: 3765.591797
	Iteration 18Q: 3 clusters Score -1.011975e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 106455 members 
Entering Unmasked Estep 
Score: -10119830.000000 Penalty: 3765.591797
	Iteration 19Q: 3 clusters Score -1.011983e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -10119895.000000 Penalty: 3765.591797
	Iteration 20F: 3 clusters Score -1.01199e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 106596 members 
Entering Unmasked Estep 
Score: -10119939.000000 Penalty: 3765.591797
	Iteration 21Q: 3 clusters Score -1.011994e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 106652 members 
Entering Unmasked Estep 
Score: -10120002.000000 Penalty: 3765.591797
	Iteration 22Q: 3 clusters Score -1.012e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 106690 members 
Entering Unmasked Estep 
Score: -10120048.000000 Penalty: 3765.591797
	Iteration 23Q: 3 clusters Score -1.012005e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 106733 members 
Entering Unmasked Estep 
Score: -10120107.000000 Penalty: 3765.591797
	Iteration 24Q: 3 clusters Score -1.012011e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -10120147.000000 Penalty: 3765.591797
	Iteration 25Q: 3 clusters Score -1.012015e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 106786 members 
Entering Unmasked Estep 
Score: -10120196.000000 Penalty: 3765.591797
	Iteration 26Q: 3 clusters Score -1.01202e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -10120214.000000 Penalty: 3765.591797
	Iteration 27Q: 3 clusters Score -1.012021e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 106807 members 
Entering Unmasked Estep 
Score: -10120231.000000 Penalty: 3765.591797
	Iteration 28Q: 3 clusters Score -1.012023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 106821 members 
Entering Unmasked Estep 
Score: -10120260.000000 Penalty: 3765.591797
	Iteration 29Q: 3 clusters Score -1.012026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -10120267.000000 Penalty: 3765.591797
	Iteration 30Q: 3 clusters Score -1.012027e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -10120289.000000 Penalty: 3765.591797
	Iteration 31Q: 3 clusters Score -1.012029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 106812 members 
Entering Unmasked Estep 
Score: -10120286.000000 Penalty: 3765.591797
	Iteration 32Q: 3 clusters Score -1.012029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -10120303.000000 Penalty: 3765.591797
	Iteration 33Q: 3 clusters Score -1.01203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -10120306.000000 Penalty: 3765.591797
	Iteration 34Q: 3 clusters Score -1.012031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 106804 members 
Entering Unmasked Estep 
Score: -10120315.000000 Penalty: 3765.591797
	Iteration 35Q: 3 clusters Score -1.012032e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 106799 members 
Entering Unmasked Estep 
Score: -10120309.000000 Penalty: 3765.591797
	Iteration 36Q: 3 clusters Score -1.012031e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 106795 members 
Entering Unmasked Estep 
Score: -10120325.000000 Penalty: 3765.591797
	Iteration 37Q: 3 clusters Score -1.012032e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 106789 members 
Entering Unmasked Estep 
Score: -10120329.000000 Penalty: 3765.591797
	Iteration 38Q: 3 clusters Score -1.012033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -10120327.000000 Penalty: 3765.591797
	Iteration 39Q: 3 clusters Score -1.012033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 106788 members 
Entering Unmasked Estep 
Score: -10120327.000000 Penalty: 3765.591797
	Iteration 40F: 3 clusters Score -1.012033e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Entering Unmasked Estep 
Score: -719549.062500 Penalty: 1467.027100
	Iteration 0F: 2 clusters Score -719549.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -713506.375000 Penalty: 2934.054199
	Iteration 0F: 3 clusters Score -713506.4 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -715553.500000 Penalty: 2934.054199
	Iteration 1F: 3 clusters Score -715553.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -715953.625000 Penalty: 2934.054199
	Iteration 2F: 3 clusters Score -715953.6 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -716292.625000 Penalty: 2934.054199
	Iteration 3F: 3 clusters Score -716292.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -716638.250000 Penalty: 2934.054199
	Iteration 4F: 3 clusters Score -716638.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -716940.250000 Penalty: 2934.054199
	Iteration 5F: 3 clusters Score -716940.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -717221.750000 Penalty: 2934.054199
	Iteration 6F: 3 clusters Score -717221.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -717482.250000 Penalty: 2934.054199
	Iteration 7Q: 3 clusters Score -717482.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -717708.625000 Penalty: 2934.054199
	Iteration 8Q: 3 clusters Score -717708.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -717904.625000 Penalty: 2934.054199
	Iteration 9Q: 3 clusters Score -717904.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -718066.250000 Penalty: 2934.054199
	Iteration 10Q: 3 clusters Score -718066.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -718197.000000 Penalty: 2934.054199
	Iteration 11Q: 3 clusters Score -718197 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -718288.250000 Penalty: 2934.054199
	Iteration 12Q: 3 clusters Score -718288.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -718358.750000 Penalty: 2934.054199
	Iteration 13Q: 3 clusters Score -718358.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -718408.250000 Penalty: 2934.054199
	Iteration 14Q: 3 clusters Score -718408.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -718444.812500 Penalty: 2934.054199
	Iteration 15Q: 3 clusters Score -718444.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -718473.375000 Penalty: 2934.054199
	Iteration 16Q: 3 clusters Score -718473.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -718492.562500 Penalty: 2934.054199
	Iteration 17Q: 3 clusters Score -718492.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -718509.937500 Penalty: 2934.054199
	Iteration 18Q: 3 clusters Score -718509.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -718526.625000 Penalty: 2934.054199
	Iteration 19Q: 3 clusters Score -718526.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -718533.937500 Penalty: 2934.054199
	Iteration 20F: 3 clusters Score -718533.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -718539.375000 Penalty: 2934.054199
	Iteration 21Q: 3 clusters Score -718539.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -718544.000000 Penalty: 2934.054199
	Iteration 22Q: 3 clusters Score -718544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -718550.562500 Penalty: 2934.054199
	Iteration 23Q: 3 clusters Score -718550.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -718554.437500 Penalty: 2934.054199
	Iteration 24Q: 3 clusters Score -718554.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -718557.625000 Penalty: 2934.054199
	Iteration 25Q: 3 clusters Score -718557.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -718561.187500 Penalty: 2934.054199
	Iteration 26Q: 3 clusters Score -718561.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -718562.062500 Penalty: 2934.054199
	Iteration 27Q: 3 clusters Score -718562.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -718564.375000 Penalty: 2934.054199
	Iteration 28Q: 3 clusters Score -718564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -718564.937500 Penalty: 2934.054199
	Iteration 29Q: 3 clusters Score -718564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -718566.250000 Penalty: 2934.054199
	Iteration 30Q: 3 clusters Score -718566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -718567.187500 Penalty: 2934.054199
	Iteration 31Q: 3 clusters Score -718567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -718568.500000 Penalty: 2934.054199
	Iteration 32Q: 3 clusters Score -718568.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -718568.125000 Penalty: 2934.054199
	Iteration 33Q: 3 clusters Score -718568.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -718568.625000 Penalty: 2934.054199
	Iteration 34Q: 3 clusters Score -718568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -718569.750000 Penalty: 2934.054199
	Iteration 35Q: 3 clusters Score -718569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -718570.125000 Penalty: 2934.054199
	Iteration 36Q: 3 clusters Score -718570.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -718571.375000 Penalty: 2934.054199
	Iteration 37Q: 3 clusters Score -718571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -718572.125000 Penalty: 2934.054199
	Iteration 38Q: 3 clusters Score -718572.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -718572.562500 Penalty: 2934.054199
	Iteration 39Q: 3 clusters Score -718572.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -718572.562500 Penalty: 2934.054199
	Iteration 40F: 3 clusters Score -718572.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Entering Unmasked Estep 
Score: -652585.562500 Penalty: 1432.328613
	Iteration 0F: 2 clusters Score -652585.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -647536.687500 Penalty: 2864.657227
	Iteration 0F: 3 clusters Score -647536.7 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -648946.562500 Penalty: 2864.657227
	Iteration 1F: 3 clusters Score -648946.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -649124.500000 Penalty: 2864.657227
	Iteration 2F: 3 clusters Score -649124.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -649269.250000 Penalty: 2864.657227
	Iteration 3Q: 3 clusters Score -649269.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -649371.562500 Penalty: 2864.657227
	Iteration 4Q: 3 clusters Score -649371.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -649449.562500 Penalty: 2864.657227
	Iteration 5Q: 3 clusters Score -649449.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -649513.687500 Penalty: 2864.657227
	Iteration 6Q: 3 clusters Score -649513.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -649564.250000 Penalty: 2864.657227
	Iteration 7Q: 3 clusters Score -649564.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -649616.375000 Penalty: 2864.657227
	Iteration 8Q: 3 clusters Score -649616.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -649666.625000 Penalty: 2864.657227
	Iteration 9Q: 3 clusters Score -649666.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -649711.937500 Penalty: 2864.657227
	Iteration 10Q: 3 clusters Score -649711.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -649748.125000 Penalty: 2864.657227
	Iteration 11Q: 3 clusters Score -649748.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -649773.875000 Penalty: 2864.657227
	Iteration 12Q: 3 clusters Score -649773.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -649803.187500 Penalty: 2864.657227
	Iteration 13Q: 3 clusters Score -649803.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -649836.875000 Penalty: 2864.657227
	Iteration 14Q: 3 clusters Score -649836.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -649873.937500 Penalty: 2864.657227
	Iteration 15Q: 3 clusters Score -649873.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -649917.625000 Penalty: 2864.657227
	Iteration 16Q: 3 clusters Score -649917.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -649971.187500 Penalty: 2864.657227
	Iteration 17Q: 3 clusters Score -649971.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -650038.937500 Penalty: 2864.657227
	Iteration 18Q: 3 clusters Score -650038.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -650107.062500 Penalty: 2864.657227
	Iteration 19Q: 3 clusters Score -650107.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -650179.875000 Penalty: 2864.657227
	Iteration 20F: 3 clusters Score -650179.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -650250.000000 Penalty: 2864.657227
	Iteration 21Q: 3 clusters Score -650250 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -650316.687500 Penalty: 2864.657227
	Iteration 22Q: 3 clusters Score -650316.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -650383.187500 Penalty: 2864.657227
	Iteration 23Q: 3 clusters Score -650383.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -650451.937500 Penalty: 2864.657227
	Iteration 24Q: 3 clusters Score -650451.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -650515.687500 Penalty: 2864.657227
	Iteration 25Q: 3 clusters Score -650515.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -650563.687500 Penalty: 2864.657227
	Iteration 26Q: 3 clusters Score -650563.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -650605.187500 Penalty: 2864.657227
	Iteration 27Q: 3 clusters Score -650605.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -650638.875000 Penalty: 2864.657227
	Iteration 28Q: 3 clusters Score -650638.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -650672.625000 Penalty: 2864.657227
	Iteration 29Q: 3 clusters Score -650672.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -650709.750000 Penalty: 2864.657227
	Iteration 30Q: 3 clusters Score -650709.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -650742.687500 Penalty: 2864.657227
	Iteration 31Q: 3 clusters Score -650742.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -650775.437500 Penalty: 2864.657227
	Iteration 32Q: 3 clusters Score -650775.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -650796.250000 Penalty: 2864.657227
	Iteration 33Q: 3 clusters Score -650796.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -650813.312500 Penalty: 2864.657227
	Iteration 34Q: 3 clusters Score -650813.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -650830.062500 Penalty: 2864.657227
	Iteration 35Q: 3 clusters Score -650830.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -650844.812500 Penalty: 2864.657227
	Iteration 36Q: 3 clusters Score -650844.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -650856.250000 Penalty: 2864.657227
	Iteration 37Q: 3 clusters Score -650856.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -650868.375000 Penalty: 2864.657227
	Iteration 38Q: 3 clusters Score -650868.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -650877.750000 Penalty: 2864.657227
	Iteration 39Q: 3 clusters Score -650877.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -650884.250000 Penalty: 2864.657227
	Iteration 40F: 3 clusters Score -650884.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -650889.437500 Penalty: 2864.657227
	Iteration 41Q: 3 clusters Score -650889.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -650893.687500 Penalty: 2864.657227
	Iteration 42Q: 3 clusters Score -650893.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -650898.125000 Penalty: 2864.657227
	Iteration 43Q: 3 clusters Score -650898.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -650900.625000 Penalty: 2864.657227
	Iteration 44Q: 3 clusters Score -650900.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -650904.312500 Penalty: 2864.657227
	Iteration 45Q: 3 clusters Score -650904.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -650909.062500 Penalty: 2864.657227
	Iteration 46Q: 3 clusters Score -650909.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -650913.062500 Penalty: 2864.657227
	Iteration 47Q: 3 clusters Score -650913.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -650917.562500 Penalty: 2864.657227
	Iteration 48Q: 3 clusters Score -650917.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -650922.375000 Penalty: 2864.657227
	Iteration 49Q: 3 clusters Score -650922.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -650927.500000 Penalty: 2864.657227
	Iteration 50Q: 3 clusters Score -650927.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -650930.562500 Penalty: 2864.657227
	Iteration 51Q: 3 clusters Score -650930.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -650933.062500 Penalty: 2864.657227
	Iteration 52Q: 3 clusters Score -650933.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -650934.562500 Penalty: 2864.657227
	Iteration 53Q: 3 clusters Score -650934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -650937.687500 Penalty: 2864.657227
	Iteration 54Q: 3 clusters Score -650937.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -650938.250000 Penalty: 2864.657227
	Iteration 55Q: 3 clusters Score -650938.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -650941.937500 Penalty: 2864.657227
	Iteration 56Q: 3 clusters Score -650941.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -650945.812500 Penalty: 2864.657227
	Iteration 57Q: 3 clusters Score -650945.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -650948.312500 Penalty: 2864.657227
	Iteration 58Q: 3 clusters Score -650948.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -650951.437500 Penalty: 2864.657227
	Iteration 59Q: 3 clusters Score -650951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -650955.000000 Penalty: 2864.657227
	Iteration 60F: 3 clusters Score -650955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -650956.000000 Penalty: 2864.657227
	Iteration 61Q: 3 clusters Score -650956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -650957.750000 Penalty: 2864.657227
	Iteration 62Q: 3 clusters Score -650957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -650959.125000 Penalty: 2864.657227
	Iteration 63Q: 3 clusters Score -650959.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -650960.375000 Penalty: 2864.657227
	Iteration 64Q: 3 clusters Score -650960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -650962.687500 Penalty: 2864.657227
	Iteration 65Q: 3 clusters Score -650962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -650963.687500 Penalty: 2864.657227
	Iteration 66Q: 3 clusters Score -650963.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -650964.937500 Penalty: 2864.657227
	Iteration 67Q: 3 clusters Score -650964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -650965.187500 Penalty: 2864.657227
	Iteration 68Q: 3 clusters Score -650965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -650964.812500 Penalty: 2864.657227
	Iteration 69Q: 3 clusters Score -650964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -650965.250000 Penalty: 2864.657227
	Iteration 70Q: 3 clusters Score -650965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -650965.562500 Penalty: 2864.657227
	Iteration 71Q: 3 clusters Score -650965.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -650966.750000 Penalty: 2864.657227
	Iteration 72Q: 3 clusters Score -650966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -650966.250000 Penalty: 2864.657227
	Iteration 73Q: 3 clusters Score -650966.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -650965.812500 Penalty: 2864.657227
	Iteration 74Q: 3 clusters Score -650965.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -650966.812500 Penalty: 2864.657227
	Iteration 75Q: 3 clusters Score -650966.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -650966.125000 Penalty: 2864.657227
	Iteration 76Q: 3 clusters Score -650966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -650967.187500 Penalty: 2864.657227
	Iteration 77Q: 3 clusters Score -650967.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -650967.187500 Penalty: 2864.657227
	Iteration 78F: 3 clusters Score -650967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -375360.250000 Penalty: 1348.714722
	Iteration 0F: 2 clusters Score -375360.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -372000.312500 Penalty: 2697.429443
	Iteration 0F: 3 clusters Score -372000.3 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -372852.187500 Penalty: 2697.429443
	Iteration 1F: 3 clusters Score -372852.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -373035.312500 Penalty: 2697.429443
	Iteration 2F: 3 clusters Score -373035.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -373178.312500 Penalty: 2697.429443
	Iteration 3F: 3 clusters Score -373178.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -373308.687500 Penalty: 2697.429443
	Iteration 4Q: 3 clusters Score -373308.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -373418.468750 Penalty: 2697.429443
	Iteration 5Q: 3 clusters Score -373418.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -373535.562500 Penalty: 2697.429443
	Iteration 6Q: 3 clusters Score -373535.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -373696.250000 Penalty: 2697.429443
	Iteration 7Q: 3 clusters Score -373696.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -373908.281250 Penalty: 2697.429443
	Iteration 8Q: 3 clusters Score -373908.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -374109.750000 Penalty: 2697.429443
	Iteration 9Q: 3 clusters Score -374109.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -374315.000000 Penalty: 2697.429443
	Iteration 10Q: 3 clusters Score -374315 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -374457.156250 Penalty: 2697.429443
	Iteration 11Q: 3 clusters Score -374457.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -374544.875000 Penalty: 2697.429443
	Iteration 12Q: 3 clusters Score -374544.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -374598.187500 Penalty: 2697.429443
	Iteration 13Q: 3 clusters Score -374598.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -374625.843750 Penalty: 2697.429443
	Iteration 14Q: 3 clusters Score -374625.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -374647.000000 Penalty: 2697.429443
	Iteration 15Q: 3 clusters Score -374647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -374666.968750 Penalty: 2697.429443
	Iteration 16Q: 3 clusters Score -374667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -374674.906250 Penalty: 2697.429443
	Iteration 17Q: 3 clusters Score -374674.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -374679.437500 Penalty: 2697.429443
	Iteration 18Q: 3 clusters Score -374679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -374680.750000 Penalty: 2697.429443
	Iteration 19Q: 3 clusters Score -374680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -374682.750000 Penalty: 2697.429443
	Iteration 20F: 3 clusters Score -374682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -374684.531250 Penalty: 2697.429443
	Iteration 21Q: 3 clusters Score -374684.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -374685.187500 Penalty: 2697.429443
	Iteration 22Q: 3 clusters Score -374685.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -374685.187500 Penalty: 2697.429443
	Iteration 23Q: 3 clusters Score -374685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -374685.718750 Penalty: 2697.429443
	Iteration 24Q: 3 clusters Score -374685.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -374685.718750 Penalty: 2697.429443
	Iteration 25F: 3 clusters Score -374685.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102793 members 
Entering Unmasked Estep 
Score: -9666364.000000 Penalty: 1875.326904
	Iteration 0F: 2 clusters Score -9666364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -9597557.000000 Penalty: 3750.653809
	Iteration 0F: 3 clusters Score -9597557 nChanged 49290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -9627049.000000 Penalty: 3750.653809
	Iteration 1F: 3 clusters Score -9627049 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 60288 members 
Entering Unmasked Estep 
Score: -9628615.000000 Penalty: 3750.653809
	Iteration 2Q: 3 clusters Score -9628615 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -9631529.000000 Penalty: 3750.653809
	Iteration 3F: 3 clusters Score -9631529 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 71855 members 
Entering Unmasked Estep 
Score: -9636652.000000 Penalty: 3750.653809
	Iteration 4F: 3 clusters Score -9636652 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -9643831.000000 Penalty: 3750.653809
	Iteration 5F: 3 clusters Score -9643831 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 88229 members 
Entering Unmasked Estep 
Score: -9651718.000000 Penalty: 3750.653809
	Iteration 6F: 3 clusters Score -9651718 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 94633 members 
Entering Unmasked Estep 
Score: -9657650.000000 Penalty: 3750.653809
	Iteration 7F: 3 clusters Score -9657650 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 98642 members 
Entering Unmasked Estep 
Score: -9661302.000000 Penalty: 3750.653809
	Iteration 8Q: 3 clusters Score -9661302 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 100785 members 
Entering Unmasked Estep 
Score: -9663081.000000 Penalty: 3750.653809
	Iteration 9Q: 3 clusters Score -9663081 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 101810 members 
Entering Unmasked Estep 
Score: -9663963.000000 Penalty: 3750.653809
	Iteration 10Q: 3 clusters Score -9663963 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 102267 members 
Entering Unmasked Estep 
Score: -9664358.000000 Penalty: 3750.653809
	Iteration 11Q: 3 clusters Score -9664358 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 102441 members 
Entering Unmasked Estep 
Score: -9664513.000000 Penalty: 3750.653809
	Iteration 12Q: 3 clusters Score -9664513 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 102508 members 
Entering Unmasked Estep 
Score: -9664602.000000 Penalty: 3750.653809
	Iteration 13Q: 3 clusters Score -9664602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 102537 members 
Entering Unmasked Estep 
Score: -9664634.000000 Penalty: 3750.653809
	Iteration 14Q: 3 clusters Score -9664634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 102550 members 
Entering Unmasked Estep 
Score: -9664642.000000 Penalty: 3750.653809
	Iteration 15Q: 3 clusters Score -9664642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 102562 members 
Entering Unmasked Estep 
Score: -9664661.000000 Penalty: 3750.653809
	Iteration 16Q: 3 clusters Score -9664661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 102569 members 
Entering Unmasked Estep 
Score: -9664669.000000 Penalty: 3750.653809
	Iteration 17Q: 3 clusters Score -9664669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 102571 members 
Entering Unmasked Estep 
Score: -9664666.000000 Penalty: 3750.653809
	Iteration 18Q: 3 clusters Score -9664666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 102574 members 
Entering Unmasked Estep 
Score: -9664671.000000 Penalty: 3750.653809
	Iteration 19Q: 3 clusters Score -9664671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -9664676.000000 Penalty: 3750.653809
	Iteration 20F: 3 clusters Score -9664676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -9664674.000000 Penalty: 3750.653809
	Iteration 21Q: 3 clusters Score -9664674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 102576 members 
Entering Unmasked Estep 
Score: -9664681.000000 Penalty: 3750.653809
	Iteration 22Q: 3 clusters Score -9664681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 102577 members 
Entering Unmasked Estep 
Score: -9664681.000000 Penalty: 3750.653809
	Iteration 23Q: 3 clusters Score -9664681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 102578 members 
Entering Unmasked Estep 
Score: -9664684.000000 Penalty: 3750.653809
	Iteration 24Q: 3 clusters Score -9664684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
Score: -9664678.000000 Penalty: 3750.653809
	Iteration 25Q: 3 clusters Score -9664678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 102579 members 
Entering Unmasked Estep 
Score: -9664686.000000 Penalty: 3750.653809
	Iteration 26Q: 3 clusters Score -9664686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 102578 members 
Entering Unmasked Estep 
Score: -9664691.000000 Penalty: 3750.653809
	Iteration 27Q: 3 clusters Score -9664691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 102578 members 
Entering Unmasked Estep 
Score: -9664691.000000 Penalty: 3750.653809
	Iteration 28F: 3 clusters Score -9664691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -101183.562500 Penalty: 1150.230469
	Iteration 0F: 2 clusters Score -101183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99639.828125 Penalty: 2300.460938
	Iteration 0F: 3 clusters Score -99639.83 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -99971.328125 Penalty: 2300.460938
	Iteration 1F: 3 clusters Score -99971.33 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -100080.703125 Penalty: 2300.460938
	Iteration 2F: 3 clusters Score -100080.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -100129.984375 Penalty: 2300.460938
	Iteration 3Q: 3 clusters Score -100130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -100163.554688 Penalty: 2300.460938
	Iteration 4Q: 3 clusters Score -100163.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -100194.273438 Penalty: 2300.460938
	Iteration 5Q: 3 clusters Score -100194.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -100204.054688 Penalty: 2300.460938
	Iteration 6Q: 3 clusters Score -100204.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -100213.250000 Penalty: 2300.460938
	Iteration 7Q: 3 clusters Score -100213.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -100222.171875 Penalty: 2300.460938
	Iteration 8Q: 3 clusters Score -100222.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -100233.093750 Penalty: 2300.460938
	Iteration 9Q: 3 clusters Score -100233.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100245.539062 Penalty: 2300.460938
	Iteration 10Q: 3 clusters Score -100245.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -100255.156250 Penalty: 2300.460938
	Iteration 11Q: 3 clusters Score -100255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100265.156250 Penalty: 2300.460938
	Iteration 12Q: 3 clusters Score -100265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -100276.187500 Penalty: 2300.460938
	Iteration 13Q: 3 clusters Score -100276.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -100285.671875 Penalty: 2300.460938
	Iteration 14Q: 3 clusters Score -100285.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100291.593750 Penalty: 2300.460938
	Iteration 15Q: 3 clusters Score -100291.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -100296.750000 Penalty: 2300.460938
	Iteration 16Q: 3 clusters Score -100296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -100300.906250 Penalty: 2300.460938
	Iteration 17Q: 3 clusters Score -100300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100303.671875 Penalty: 2300.460938
	Iteration 18Q: 3 clusters Score -100303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100304.195312 Penalty: 2300.460938
	Iteration 19Q: 3 clusters Score -100304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100305.695312 Penalty: 2300.460938
	Iteration 20F: 3 clusters Score -100305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100308.414062 Penalty: 2300.460938
	Iteration 21Q: 3 clusters Score -100308.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100311.640625 Penalty: 2300.460938
	Iteration 22Q: 3 clusters Score -100311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100313.257812 Penalty: 2300.460938
	Iteration 23Q: 3 clusters Score -100313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -100315.750000 Penalty: 2300.460938
	Iteration 24Q: 3 clusters Score -100315.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -100320.492188 Penalty: 2300.460938
	Iteration 25Q: 3 clusters Score -100320.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100329.546875 Penalty: 2300.460938
	Iteration 26Q: 3 clusters Score -100329.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -100338.734375 Penalty: 2300.460938
	Iteration 27Q: 3 clusters Score -100338.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -100345.000000 Penalty: 2300.460938
	Iteration 28Q: 3 clusters Score -100345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100349.609375 Penalty: 2300.460938
	Iteration 29Q: 3 clusters Score -100349.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -100354.585938 Penalty: 2300.460938
	Iteration 30Q: 3 clusters Score -100354.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -100359.546875 Penalty: 2300.460938
	Iteration 31Q: 3 clusters Score -100359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -100362.804688 Penalty: 2300.460938
	Iteration 32Q: 3 clusters Score -100362.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100364.796875 Penalty: 2300.460938
	Iteration 33Q: 3 clusters Score -100364.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100370.656250 Penalty: 2300.460938
	Iteration 34Q: 3 clusters Score -100370.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100376.000000 Penalty: 2300.460938
	Iteration 35Q: 3 clusters Score -100376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -100385.250000 Penalty: 2300.460938
	Iteration 36Q: 3 clusters Score -100385.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100399.664062 Penalty: 2300.460938
	Iteration 37Q: 3 clusters Score -100399.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100411.585938 Penalty: 2300.460938
	Iteration 38Q: 3 clusters Score -100411.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -100425.203125 Penalty: 2300.460938
	Iteration 39Q: 3 clusters Score -100425.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100437.140625 Penalty: 2300.460938
	Iteration 40F: 3 clusters Score -100437.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100461.828125 Penalty: 2300.460938
	Iteration 41Q: 3 clusters Score -100461.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -100494.453125 Penalty: 2300.460938
	Iteration 42Q: 3 clusters Score -100494.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -100517.250000 Penalty: 2300.460938
	Iteration 43Q: 3 clusters Score -100517.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -100534.054688 Penalty: 2300.460938
	Iteration 44Q: 3 clusters Score -100534.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -100550.335938 Penalty: 2300.460938
	Iteration 45Q: 3 clusters Score -100550.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -100565.968750 Penalty: 2300.460938
	Iteration 46Q: 3 clusters Score -100566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -100573.937500 Penalty: 2300.460938
	Iteration 47Q: 3 clusters Score -100573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -100578.398438 Penalty: 2300.460938
	Iteration 48Q: 3 clusters Score -100578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100580.406250 Penalty: 2300.460938
	Iteration 49Q: 3 clusters Score -100580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -100582.585938 Penalty: 2300.460938
	Iteration 50Q: 3 clusters Score -100582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -100585.359375 Penalty: 2300.460938
	Iteration 51Q: 3 clusters Score -100585.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -100585.359375 Penalty: 2300.460938
	Iteration 52F: 3 clusters Score -100585.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -57257.570312 Penalty: 1052.257812
	Iteration 0F: 2 clusters Score -57257.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56129.414062 Penalty: 2104.515625
	Iteration 0F: 3 clusters Score -56129.41 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56390.144531 Penalty: 2104.515625
	Iteration 1F: 3 clusters Score -56390.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56519.765625 Penalty: 2104.515625
	Iteration 2F: 3 clusters Score -56519.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -56601.003906 Penalty: 2104.515625
	Iteration 3F: 3 clusters Score -56601 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56642.820312 Penalty: 2104.515625
	Iteration 4Q: 3 clusters Score -56642.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56690.675781 Penalty: 2104.515625
	Iteration 5Q: 3 clusters Score -56690.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56727.109375 Penalty: 2104.515625
	Iteration 6Q: 3 clusters Score -56727.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56743.886719 Penalty: 2104.515625
	Iteration 7Q: 3 clusters Score -56743.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56748.230469 Penalty: 2104.515625
	Iteration 8Q: 3 clusters Score -56748.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -56748.230469 Penalty: 2104.515625
	Iteration 9F: 3 clusters Score -56748.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Entering Unmasked Estep 
Score: -2414896.500000 Penalty: 1647.798218
	Iteration 0F: 2 clusters Score -2414896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2397690.000000 Penalty: 3295.596436
	Iteration 0F: 3 clusters Score -2397690 nChanged 11597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2404137.500000 Penalty: 3295.596436
	Iteration 1F: 3 clusters Score -2404138 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2404546.750000 Penalty: 3295.596436
	Iteration 2Q: 3 clusters Score -2404547 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2405108.750000 Penalty: 3295.596436
	Iteration 3F: 3 clusters Score -2405109 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2405906.250000 Penalty: 3295.596436
	Iteration 4F: 3 clusters Score -2405906 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2407090.250000 Penalty: 3295.596436
	Iteration 5F: 3 clusters Score -2407090 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2408679.750000 Penalty: 3295.596436
	Iteration 6F: 3 clusters Score -2408680 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2410260.500000 Penalty: 3295.596436
	Iteration 7F: 3 clusters Score -2410260 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2411548.500000 Penalty: 3295.596436
	Iteration 8F: 3 clusters Score -2411548 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2412428.250000 Penalty: 3295.596436
	Iteration 9Q: 3 clusters Score -2412428 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2412948.250000 Penalty: 3295.596436
	Iteration 10Q: 3 clusters Score -2412948 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2413204.500000 Penalty: 3295.596436
	Iteration 11Q: 3 clusters Score -2413204 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2413329.000000 Penalty: 3295.596436
	Iteration 12Q: 3 clusters Score -2413329 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2413401.500000 Penalty: 3295.596436
	Iteration 13Q: 3 clusters Score -2413402 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2413442.500000 Penalty: 3295.596436
	Iteration 14Q: 3 clusters Score -2413442 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2413481.000000 Penalty: 3295.596436
	Iteration 15Q: 3 clusters Score -2413481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2413508.500000 Penalty: 3295.596436
	Iteration 16Q: 3 clusters Score -2413508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2413536.000000 Penalty: 3295.596436
	Iteration 17Q: 3 clusters Score -2413536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2413547.750000 Penalty: 3295.596436
	Iteration 18Q: 3 clusters Score -2413548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2413558.500000 Penalty: 3295.596436
	Iteration 19Q: 3 clusters Score -2413558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2413568.750000 Penalty: 3295.596436
	Iteration 20F: 3 clusters Score -2413569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2413580.000000 Penalty: 3295.596436
	Iteration 21Q: 3 clusters Score -2413580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2413583.750000 Penalty: 3295.596436
	Iteration 22Q: 3 clusters Score -2413584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2413585.500000 Penalty: 3295.596436
	Iteration 23Q: 3 clusters Score -2413586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2413586.250000 Penalty: 3295.596436
	Iteration 24Q: 3 clusters Score -2413586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2413589.500000 Penalty: 3295.596436
	Iteration 25Q: 3 clusters Score -2413590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2413587.000000 Penalty: 3295.596436
	Iteration 26Q: 3 clusters Score -2413587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2413587.000000 Penalty: 3295.596436
	Iteration 27F: 3 clusters Score -2413587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Entering Unmasked Estep 
Score: -389677.875000 Penalty: 1350.362549
	Iteration 0F: 2 clusters Score -389677.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -386316.437500 Penalty: 2700.725098
	Iteration 0F: 3 clusters Score -386316.4 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -387150.656250 Penalty: 2700.725098
	Iteration 1F: 3 clusters Score -387150.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -387302.093750 Penalty: 2700.725098
	Iteration 2F: 3 clusters Score -387302.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -387394.562500 Penalty: 2700.725098
	Iteration 3Q: 3 clusters Score -387394.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -387476.406250 Penalty: 2700.725098
	Iteration 4Q: 3 clusters Score -387476.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -387525.750000 Penalty: 2700.725098
	Iteration 5Q: 3 clusters Score -387525.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -387565.968750 Penalty: 2700.725098
	Iteration 6Q: 3 clusters Score -387566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -387606.218750 Penalty: 2700.725098
	Iteration 7Q: 3 clusters Score -387606.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -387652.000000 Penalty: 2700.725098
	Iteration 8Q: 3 clusters Score -387652 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -387697.281250 Penalty: 2700.725098
	Iteration 9Q: 3 clusters Score -387697.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -387744.343750 Penalty: 2700.725098
	Iteration 10Q: 3 clusters Score -387744.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -387782.968750 Penalty: 2700.725098
	Iteration 11Q: 3 clusters Score -387783 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -387823.875000 Penalty: 2700.725098
	Iteration 12Q: 3 clusters Score -387823.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -387863.781250 Penalty: 2700.725098
	Iteration 13Q: 3 clusters Score -387863.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -387914.125000 Penalty: 2700.725098
	Iteration 14Q: 3 clusters Score -387914.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -387970.625000 Penalty: 2700.725098
	Iteration 15Q: 3 clusters Score -387970.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -388039.062500 Penalty: 2700.725098
	Iteration 16Q: 3 clusters Score -388039.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -388126.906250 Penalty: 2700.725098
	Iteration 17Q: 3 clusters Score -388126.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -388201.062500 Penalty: 2700.725098
	Iteration 18Q: 3 clusters Score -388201.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -388264.031250 Penalty: 2700.725098
	Iteration 19Q: 3 clusters Score -388264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -388306.406250 Penalty: 2700.725098
	Iteration 20F: 3 clusters Score -388306.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -388337.125000 Penalty: 2700.725098
	Iteration 21Q: 3 clusters Score -388337.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -388362.718750 Penalty: 2700.725098
	Iteration 22Q: 3 clusters Score -388362.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -388388.218750 Penalty: 2700.725098
	Iteration 23Q: 3 clusters Score -388388.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -388411.625000 Penalty: 2700.725098
	Iteration 24Q: 3 clusters Score -388411.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -388425.781250 Penalty: 2700.725098
	Iteration 25Q: 3 clusters Score -388425.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -388432.062500 Penalty: 2700.725098
	Iteration 26Q: 3 clusters Score -388432.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -388437.093750 Penalty: 2700.725098
	Iteration 27Q: 3 clusters Score -388437.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -388438.937500 Penalty: 2700.725098
	Iteration 28Q: 3 clusters Score -388438.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -388439.750000 Penalty: 2700.725098
	Iteration 29Q: 3 clusters Score -388439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -388441.843750 Penalty: 2700.725098
	Iteration 30Q: 3 clusters Score -388441.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -388442.656250 Penalty: 2700.725098
	Iteration 31Q: 3 clusters Score -388442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -388442.875000 Penalty: 2700.725098
	Iteration 32Q: 3 clusters Score -388442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -388443.531250 Penalty: 2700.725098
	Iteration 33Q: 3 clusters Score -388443.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -388445.875000 Penalty: 2700.725098
	Iteration 34Q: 3 clusters Score -388445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -388447.906250 Penalty: 2700.725098
	Iteration 35Q: 3 clusters Score -388447.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -388450.843750 Penalty: 2700.725098
	Iteration 36Q: 3 clusters Score -388450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -388451.093750 Penalty: 2700.725098
	Iteration 37Q: 3 clusters Score -388451.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -388450.625000 Penalty: 2700.725098
	Iteration 38Q: 3 clusters Score -388450.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -388450.625000 Penalty: 2700.725098
	Iteration 39F: 3 clusters Score -388450.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Entering Unmasked Estep 
Score: -952567.750000 Penalty: 1501.798950
	Iteration 0F: 2 clusters Score -952567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -945190.500000 Penalty: 3003.597900
	Iteration 0F: 3 clusters Score -945190.5 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -947734.812500 Penalty: 3003.597900
	Iteration 1F: 3 clusters Score -947734.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -948077.062500 Penalty: 3003.597900
	Iteration 2F: 3 clusters Score -948077.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -948421.312500 Penalty: 3003.597900
	Iteration 3F: 3 clusters Score -948421.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -948836.375000 Penalty: 3003.597900
	Iteration 4F: 3 clusters Score -948836.4 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -949314.187500 Penalty: 3003.597900
	Iteration 5F: 3 clusters Score -949314.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -949855.125000 Penalty: 3003.597900
	Iteration 6F: 3 clusters Score -949855.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -950331.812500 Penalty: 3003.597900
	Iteration 7F: 3 clusters Score -950331.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -950738.750000 Penalty: 3003.597900
	Iteration 8Q: 3 clusters Score -950738.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -951062.062500 Penalty: 3003.597900
	Iteration 9Q: 3 clusters Score -951062.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -951336.750000 Penalty: 3003.597900
	Iteration 10Q: 3 clusters Score -951336.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -951456.750000 Penalty: 3003.597900
	Iteration 11Q: 3 clusters Score -951456.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -951492.687500 Penalty: 3003.597900
	Iteration 12Q: 3 clusters Score -951492.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -951515.375000 Penalty: 3003.597900
	Iteration 13Q: 3 clusters Score -951515.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -951533.062500 Penalty: 3003.597900
	Iteration 14Q: 3 clusters Score -951533.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -951539.562500 Penalty: 3003.597900
	Iteration 15Q: 3 clusters Score -951539.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -951546.625000 Penalty: 3003.597900
	Iteration 16Q: 3 clusters Score -951546.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -951546.687500 Penalty: 3003.597900
	Iteration 17Q: 3 clusters Score -951546.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -951550.500000 Penalty: 3003.597900
	Iteration 18Q: 3 clusters Score -951550.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -951552.000000 Penalty: 3003.597900
	Iteration 19Q: 3 clusters Score -951552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -951560.875000 Penalty: 3003.597900
	Iteration 20F: 3 clusters Score -951560.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -951561.437500 Penalty: 3003.597900
	Iteration 21Q: 3 clusters Score -951561.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -951566.562500 Penalty: 3003.597900
	Iteration 22Q: 3 clusters Score -951566.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -951567.187500 Penalty: 3003.597900
	Iteration 23Q: 3 clusters Score -951567.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -951568.937500 Penalty: 3003.597900
	Iteration 24Q: 3 clusters Score -951568.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -951572.375000 Penalty: 3003.597900
	Iteration 25Q: 3 clusters Score -951572.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -951574.000000 Penalty: 3003.597900
	Iteration 26Q: 3 clusters Score -951574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -951575.812500 Penalty: 3003.597900
	Iteration 27Q: 3 clusters Score -951575.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -951578.812500 Penalty: 3003.597900
	Iteration 28Q: 3 clusters Score -951578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -951579.375000 Penalty: 3003.597900
	Iteration 29Q: 3 clusters Score -951579.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -951579.937500 Penalty: 3003.597900
	Iteration 30Q: 3 clusters Score -951579.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -951584.437500 Penalty: 3003.597900
	Iteration 31Q: 3 clusters Score -951584.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -951587.000000 Penalty: 3003.597900
	Iteration 32Q: 3 clusters Score -951587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -951589.750000 Penalty: 3003.597900
	Iteration 33Q: 3 clusters Score -951589.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -951594.312500 Penalty: 3003.597900
	Iteration 34Q: 3 clusters Score -951594.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -951598.625000 Penalty: 3003.597900
	Iteration 35Q: 3 clusters Score -951598.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -951600.062500 Penalty: 3003.597900
	Iteration 36Q: 3 clusters Score -951600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -951600.375000 Penalty: 3003.597900
	Iteration 37Q: 3 clusters Score -951600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -951600.312500 Penalty: 3003.597900
	Iteration 38Q: 3 clusters Score -951600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -951600.500000 Penalty: 3003.597900
	Iteration 39Q: 3 clusters Score -951600.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -951601.250000 Penalty: 3003.597900
	Iteration 40F: 3 clusters Score -951601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -951601.625000 Penalty: 3003.597900
	Iteration 41Q: 3 clusters Score -951601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -951601.625000 Penalty: 3003.597900
	Iteration 42F: 3 clusters Score -951601.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77747 members 
Entering Unmasked Estep 
Score: -7459237.500000 Penalty: 1829.947510
	Iteration 0F: 2 clusters Score -7459238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -7407104.000000 Penalty: 3659.895020
	Iteration 0F: 3 clusters Score -7407104 nChanged 37077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -7428662.000000 Penalty: 3659.895020
	Iteration 1F: 3 clusters Score -7428662 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -7429439.000000 Penalty: 3659.895020
	Iteration 2Q: 3 clusters Score -7429439 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -7430290.500000 Penalty: 3659.895020
	Iteration 3Q: 3 clusters Score -7430290 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -7431384.000000 Penalty: 3659.895020
	Iteration 4Q: 3 clusters Score -7431384 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -7432878.000000 Penalty: 3659.895020
	Iteration 5Q: 3 clusters Score -7432878 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -7434706.500000 Penalty: 3659.895020
	Iteration 6F: 3 clusters Score -7434706 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -7437147.500000 Penalty: 3659.895020
	Iteration 7F: 3 clusters Score -7437148 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -7440424.000000 Penalty: 3659.895020
	Iteration 8F: 3 clusters Score -7440424 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -7444631.500000 Penalty: 3659.895020
	Iteration 9F: 3 clusters Score -7444632 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67996 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -7449022.500000 Penalty: 3659.895020
	Iteration 10F: 3 clusters Score -7449022 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -7452697.000000 Penalty: 3659.895020
	Iteration 11F: 3 clusters Score -7452697 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74808 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7455129.000000 Penalty: 3659.895020
	Iteration 12Q: 3 clusters Score -7455129 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7456460.500000 Penalty: 3659.895020
	Iteration 13Q: 3 clusters Score -7456460 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7457068.500000 Penalty: 3659.895020
	Iteration 14Q: 3 clusters Score -7457068 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7457302.000000 Penalty: 3659.895020
	Iteration 15Q: 3 clusters Score -7457302 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77407 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7457438.000000 Penalty: 3659.895020
	Iteration 16Q: 3 clusters Score -7457438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7457491.000000 Penalty: 3659.895020
	Iteration 17Q: 3 clusters Score -7457491 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77481 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7457529.500000 Penalty: 3659.895020
	Iteration 18Q: 3 clusters Score -7457530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7457558.000000 Penalty: 3659.895020
	Iteration 19Q: 3 clusters Score -7457558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7457584.000000 Penalty: 3659.895020
	Iteration 20F: 3 clusters Score -7457584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77509 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7457589.500000 Penalty: 3659.895020
	Iteration 21Q: 3 clusters Score -7457590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77511 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7457607.500000 Penalty: 3659.895020
	Iteration 22Q: 3 clusters Score -7457608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7457623.500000 Penalty: 3659.895020
	Iteration 23Q: 3 clusters Score -7457624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77521 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7457622.500000 Penalty: 3659.895020
	Iteration 24Q: 3 clusters Score -7457622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7457636.500000 Penalty: 3659.895020
	Iteration 25Q: 3 clusters Score -7457636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77519 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7457638.500000 Penalty: 3659.895020
	Iteration 26Q: 3 clusters Score -7457638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7457638.000000 Penalty: 3659.895020
	Iteration 27Q: 3 clusters Score -7457638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77517 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7457644.500000 Penalty: 3659.895020
	Iteration 28Q: 3 clusters Score -7457644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7457635.500000 Penalty: 3659.895020
	Iteration 29Q: 3 clusters Score -7457636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77518 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7457635.500000 Penalty: 3659.895020
	Iteration 30F: 3 clusters Score -7457636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (151995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151995 members 
Entering Unmasked Estep 
Score: -14413476.000000 Penalty: 1938.885376
	Iteration 0F: 2 clusters Score -1.441348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 76015 members 
Entering Unmasked Estep 
Score: -14312130.000000 Penalty: 3877.770752
	Iteration 0F: 3 clusters Score -1.431213e+07 nChanged 73308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 77363 members 
Entering Unmasked Estep 
Score: -14355950.000000 Penalty: 3877.770752
	Iteration 1F: 3 clusters Score -1.435595e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72661 members 
Mstep: Class 2 contains 79334 members 
Entering Unmasked Estep 
Score: -14357624.000000 Penalty: 3877.770752
	Iteration 2Q: 3 clusters Score -1.435762e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69396 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -14360464.000000 Penalty: 3877.770752
	Iteration 3Q: 3 clusters Score -1.436046e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64347 members 
Mstep: Class 2 contains 87648 members 
Entering Unmasked Estep 
Score: -14364729.000000 Penalty: 3877.770752
	Iteration 4F: 3 clusters Score -1.436473e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 94413 members 
Entering Unmasked Estep 
Score: -14370869.000000 Penalty: 3877.770752
	Iteration 5F: 3 clusters Score -1.437087e+07 nChanged 11358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 102397 members 
Entering Unmasked Estep 
Score: -14378091.000000 Penalty: 3877.770752
	Iteration 6F: 3 clusters Score -1.437809e+07 nChanged 10611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 110524 members 
Entering Unmasked Estep 
Score: -14384508.000000 Penalty: 3877.770752
	Iteration 7F: 3 clusters Score -1.438451e+07 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 117961 members 
Entering Unmasked Estep 
Score: -14389725.000000 Penalty: 3877.770752
	Iteration 8F: 3 clusters Score -1.438972e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 124775 members 
Entering Unmasked Estep 
Score: -14394011.000000 Penalty: 3877.770752
	Iteration 9Q: 3 clusters Score -1.439401e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 130925 members 
Entering Unmasked Estep 
Score: -14397758.000000 Penalty: 3877.770752
	Iteration 10Q: 3 clusters Score -1.439776e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 136414 members 
Entering Unmasked Estep 
Score: -14401316.000000 Penalty: 3877.770752
	Iteration 11Q: 3 clusters Score -1.440132e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 141114 members 
Entering Unmasked Estep 
Score: -14404516.000000 Penalty: 3877.770752
	Iteration 12Q: 3 clusters Score -1.440452e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 144914 members 
Entering Unmasked Estep 
Score: -14406876.000000 Penalty: 3877.770752
	Iteration 13Q: 3 clusters Score -1.440688e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 147749 members 
Entering Unmasked Estep 
Score: -14408871.000000 Penalty: 3877.770752
	Iteration 14Q: 3 clusters Score -1.440887e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 149619 members 
Entering Unmasked Estep 
Score: -14410321.000000 Penalty: 3877.770752
	Iteration 15Q: 3 clusters Score -1.441032e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 150627 members 
Entering Unmasked Estep 
Score: -14411094.000000 Penalty: 3877.770752
	Iteration 16Q: 3 clusters Score -1.441109e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 151136 members 
Entering Unmasked Estep 
Score: -14411406.000000 Penalty: 3877.770752
	Iteration 17Q: 3 clusters Score -1.441141e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 151356 members 
Entering Unmasked Estep 
Score: -14411560.000000 Penalty: 3877.770752
	Iteration 18Q: 3 clusters Score -1.441156e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 151477 members 
Entering Unmasked Estep 
Score: -14411683.000000 Penalty: 3877.770752
	Iteration 19Q: 3 clusters Score -1.441168e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 151533 members 
Entering Unmasked Estep 
Score: -14411757.000000 Penalty: 3877.770752
	Iteration 20F: 3 clusters Score -1.441176e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 151572 members 
Entering Unmasked Estep 
Score: -14411831.000000 Penalty: 3877.770752
	Iteration 21Q: 3 clusters Score -1.441183e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -14411858.000000 Penalty: 3877.770752
	Iteration 22Q: 3 clusters Score -1.441186e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 151578 members 
Entering Unmasked Estep 
Score: -14411896.000000 Penalty: 3877.770752
	Iteration 23Q: 3 clusters Score -1.44119e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 151587 members 
Entering Unmasked Estep 
Score: -14411930.000000 Penalty: 3877.770752
	Iteration 24Q: 3 clusters Score -1.441193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 151590 members 
Entering Unmasked Estep 
Score: -14411946.000000 Penalty: 3877.770752
	Iteration 25Q: 3 clusters Score -1.441195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -14411978.000000 Penalty: 3877.770752
	Iteration 26Q: 3 clusters Score -1.441198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 151578 members 
Entering Unmasked Estep 
Score: -14411960.000000 Penalty: 3877.770752
	Iteration 27Q: 3 clusters Score -1.441196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 151580 members 
Entering Unmasked Estep 
Score: -14411956.000000 Penalty: 3877.770752
	Iteration 28Q: 3 clusters Score -1.441196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -14411964.000000 Penalty: 3877.770752
	Iteration 29Q: 3 clusters Score -1.441196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 151582 members 
Entering Unmasked Estep 
Score: -14411968.000000 Penalty: 3877.770752
	Iteration 30Q: 3 clusters Score -1.441197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 151584 members 
Entering Unmasked Estep 
Score: -14411964.000000 Penalty: 3877.770752
	Iteration 31Q: 3 clusters Score -1.441196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -14411978.000000 Penalty: 3877.770752
	Iteration 32Q: 3 clusters Score -1.441198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 151591 members 
Entering Unmasked Estep 
Score: -14411989.000000 Penalty: 3877.770752
	Iteration 33Q: 3 clusters Score -1.441199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 151590 members 
Entering Unmasked Estep 
Score: -14411997.000000 Penalty: 3877.770752
	Iteration 34Q: 3 clusters Score -1.4412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 151587 members 
Entering Unmasked Estep 
Score: -14411994.000000 Penalty: 3877.770752
	Iteration 35Q: 3 clusters Score -1.441199e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 151586 members 
Entering Unmasked Estep 
Score: -14411999.000000 Penalty: 3877.770752
	Iteration 36Q: 3 clusters Score -1.4412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 151585 members 
Entering Unmasked Estep 
Score: -14411998.000000 Penalty: 3877.770752
	Iteration 37Q: 3 clusters Score -1.4412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 151583 members 
Entering Unmasked Estep 
Score: -14412002.000000 Penalty: 3877.770752
	Iteration 38Q: 3 clusters Score -1.4412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 151583 members 
Entering Unmasked Estep 
Score: -14412002.000000 Penalty: 3877.770752
	Iteration 39F: 3 clusters Score -1.4412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -591563.687500 Penalty: 1423.701050
	Iteration 0F: 2 clusters Score -591563.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -586707.437500 Penalty: 2847.402100
	Iteration 0F: 3 clusters Score -586707.4 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -588144.750000 Penalty: 2847.402100
	Iteration 1F: 3 clusters Score -588144.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -588446.312500 Penalty: 2847.402100
	Iteration 2F: 3 clusters Score -588446.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -588771.625000 Penalty: 2847.402100
	Iteration 3F: 3 clusters Score -588771.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -589234.187500 Penalty: 2847.402100
	Iteration 4F: 3 clusters Score -589234.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -589839.000000 Penalty: 2847.402100
	Iteration 5F: 3 clusters Score -589839 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -590494.062500 Penalty: 2847.402100
	Iteration 6F: 3 clusters Score -590494.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -591036.687500 Penalty: 2847.402100
	Iteration 7F: 3 clusters Score -591036.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -591407.875000 Penalty: 2847.402100
	Iteration 8F: 3 clusters Score -591407.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -591595.875000 Penalty: 2847.402100
	Iteration 9Q: 3 clusters Score -591595.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -591681.437500 Penalty: 2847.402100
	Iteration 10Q: 3 clusters Score -591681.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -591723.000000 Penalty: 2847.402100
	Iteration 11Q: 3 clusters Score -591723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -591751.187500 Penalty: 2847.402100
	Iteration 12Q: 3 clusters Score -591751.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -591773.750000 Penalty: 2847.402100
	Iteration 13Q: 3 clusters Score -591773.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -591821.187500 Penalty: 2847.402100
	Iteration 14Q: 3 clusters Score -591821.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -591923.687500 Penalty: 2847.402100
	Iteration 15Q: 3 clusters Score -591923.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -592139.375000 Penalty: 2847.402100
	Iteration 16Q: 3 clusters Score -592139.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -592505.125000 Penalty: 2847.402100
	Iteration 17Q: 3 clusters Score -592505.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -592688.875000 Penalty: 2847.402100
	Iteration 18Q: 3 clusters Score -592688.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -592731.812500 Penalty: 2847.402100
	Iteration 19Q: 3 clusters Score -592731.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -592746.250000 Penalty: 2847.402100
	Iteration 20F: 3 clusters Score -592746.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -592752.625000 Penalty: 2847.402100
	Iteration 21Q: 3 clusters Score -592752.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -592756.312500 Penalty: 2847.402100
	Iteration 22Q: 3 clusters Score -592756.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -592761.187500 Penalty: 2847.402100
	Iteration 23Q: 3 clusters Score -592761.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -592765.500000 Penalty: 2847.402100
	Iteration 24Q: 3 clusters Score -592765.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -592767.812500 Penalty: 2847.402100
	Iteration 25Q: 3 clusters Score -592767.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -592769.250000 Penalty: 2847.402100
	Iteration 26Q: 3 clusters Score -592769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -592771.812500 Penalty: 2847.402100
	Iteration 27Q: 3 clusters Score -592771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -592771.500000 Penalty: 2847.402100
	Iteration 28Q: 3 clusters Score -592771.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -592774.062500 Penalty: 2847.402100
	Iteration 29Q: 3 clusters Score -592774.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -592774.687500 Penalty: 2847.402100
	Iteration 30Q: 3 clusters Score -592774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -592775.812500 Penalty: 2847.402100
	Iteration 31Q: 3 clusters Score -592775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -592776.062500 Penalty: 2847.402100
	Iteration 32Q: 3 clusters Score -592776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -592775.687500 Penalty: 2847.402100
	Iteration 33Q: 3 clusters Score -592775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -592776.625000 Penalty: 2847.402100
	Iteration 34Q: 3 clusters Score -592776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -592776.875000 Penalty: 2847.402100
	Iteration 35Q: 3 clusters Score -592776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -592776.375000 Penalty: 2847.402100
	Iteration 36Q: 3 clusters Score -592776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -592776.375000 Penalty: 2847.402100
	Iteration 37F: 3 clusters Score -592776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30274 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6709 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107628 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77747 members 
Mstep: Class 18 contains 151995 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 4974 members 
Mstep: Class 21 contains 3239 members 
Entering Unmasked Estep 
Score: -52384888.000000 Penalty: 45213.089844
Splitting cluster 19 changes total score from -52384288.000000 to -52384888.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 20 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -483348.281250 Penalty: 1383.196777
	Iteration 0F: 2 clusters Score -483348.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -479350.718750 Penalty: 2766.393555
	Iteration 0F: 3 clusters Score -479350.7 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -480398.656250 Penalty: 2766.393555
	Iteration 1F: 3 clusters Score -480398.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -480587.250000 Penalty: 2766.393555
	Iteration 2F: 3 clusters Score -480587.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -480711.812500 Penalty: 2766.393555
	Iteration 3F: 3 clusters Score -480711.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -480800.687500 Penalty: 2766.393555
	Iteration 4Q: 3 clusters Score -480800.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -480870.843750 Penalty: 2766.393555
	Iteration 5Q: 3 clusters Score -480870.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -480925.937500 Penalty: 2766.393555
	Iteration 6Q: 3 clusters Score -480925.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -480970.312500 Penalty: 2766.393555
	Iteration 7Q: 3 clusters Score -480970.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -481012.812500 Penalty: 2766.393555
	Iteration 8Q: 3 clusters Score -481012.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -481055.156250 Penalty: 2766.393555
	Iteration 9Q: 3 clusters Score -481055.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -481094.656250 Penalty: 2766.393555
	Iteration 10Q: 3 clusters Score -481094.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -481140.531250 Penalty: 2766.393555
	Iteration 11Q: 3 clusters Score -481140.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -481186.343750 Penalty: 2766.393555
	Iteration 12Q: 3 clusters Score -481186.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -481232.437500 Penalty: 2766.393555
	Iteration 13Q: 3 clusters Score -481232.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -481272.312500 Penalty: 2766.393555
	Iteration 14Q: 3 clusters Score -481272.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -481305.625000 Penalty: 2766.393555
	Iteration 15Q: 3 clusters Score -481305.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -481340.593750 Penalty: 2766.393555
	Iteration 16Q: 3 clusters Score -481340.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -481380.312500 Penalty: 2766.393555
	Iteration 17Q: 3 clusters Score -481380.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -481434.406250 Penalty: 2766.393555
	Iteration 18Q: 3 clusters Score -481434.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -481512.656250 Penalty: 2766.393555
	Iteration 19Q: 3 clusters Score -481512.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -481617.500000 Penalty: 2766.393555
	Iteration 20F: 3 clusters Score -481617.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -481696.968750 Penalty: 2766.393555
	Iteration 21Q: 3 clusters Score -481697 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -481779.843750 Penalty: 2766.393555
	Iteration 22Q: 3 clusters Score -481779.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -481867.062500 Penalty: 2766.393555
	Iteration 23Q: 3 clusters Score -481867.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -481946.187500 Penalty: 2766.393555
	Iteration 24Q: 3 clusters Score -481946.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -481999.000000 Penalty: 2766.393555
	Iteration 25Q: 3 clusters Score -481999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -482032.031250 Penalty: 2766.393555
	Iteration 26Q: 3 clusters Score -482032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -482047.250000 Penalty: 2766.393555
	Iteration 27Q: 3 clusters Score -482047.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -482061.937500 Penalty: 2766.393555
	Iteration 28Q: 3 clusters Score -482061.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -482073.937500 Penalty: 2766.393555
	Iteration 29Q: 3 clusters Score -482073.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -482085.218750 Penalty: 2766.393555
	Iteration 30Q: 3 clusters Score -482085.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -482092.375000 Penalty: 2766.393555
	Iteration 31Q: 3 clusters Score -482092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -482093.906250 Penalty: 2766.393555
	Iteration 32Q: 3 clusters Score -482093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -482094.062500 Penalty: 2766.393555
	Iteration 33Q: 3 clusters Score -482094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -482095.906250 Penalty: 2766.393555
	Iteration 34Q: 3 clusters Score -482095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -482095.906250 Penalty: 2766.393555
	Iteration 35Q: 3 clusters Score -482095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -482095.656250 Penalty: 2766.393555
	Iteration 36Q: 3 clusters Score -482095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -482096.093750 Penalty: 2766.393555
	Iteration 37Q: 3 clusters Score -482096.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -482096.093750 Penalty: 2766.393555
	Iteration 38F: 3 clusters Score -482096.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30274 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6709 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107628 members 
Mstep: Class 8 contains 8332 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 649 members 
Mstep: Class 14 contains 25344 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77747 members 
Mstep: Class 18 contains 151995 members 
Mstep: Class 19 contains 3143 members 
Mstep: Class 20 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385368.000000 Penalty: 45213.089844
Iteration 104F: 22 clusters Score -5.238537e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 30393 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6709 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107557 members 
Mstep: Class 8 contains 8320 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 102794 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 659 members 
Mstep: Class 14 contains 25343 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10320 members 
Mstep: Class 17 contains 77748 members 
Mstep: Class 18 contains 151995 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 20 contains 4974 members 
Mstep: Class 21 contains 3226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385828.000000 Penalty: 45213.089844
Iteration 105Q: 22 clusters Score -5.238583e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30404 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6709 members 
Mstep: Class 5 contains 4498 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107516 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 6734 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 665 members 
Mstep: Class 14 contains 25339 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10317 members 
Mstep: Class 17 contains 77752 members 
Mstep: Class 18 contains 151990 members 
Mstep: Class 19 contains 3157 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385836.000000 Penalty: 45213.089844
Iteration 106Q: 22 clusters Score -5.238584e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30421 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6708 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107474 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 6737 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 102794 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 667 members 
Mstep: Class 14 contains 25332 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10310 members 
Mstep: Class 17 contains 77754 members 
Mstep: Class 18 contains 151986 members 
Mstep: Class 19 contains 3202 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 3212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385944.000000 Penalty: 45213.089844
Iteration 107Q: 22 clusters Score -5.238594e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30428 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 6707 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107446 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 4007 members 
Mstep: Class 11 contains 102795 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 668 members 
Mstep: Class 14 contains 25330 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10303 members 
Mstep: Class 17 contains 77760 members 
Mstep: Class 18 contains 151985 members 
Mstep: Class 19 contains 3229 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385916.000000 Penalty: 45213.089844
Iteration 108Q: 22 clusters Score -5.238592e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30415 members 
Mstep: Class 3 contains 8713 members 
Mstep: Class 4 contains 6706 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107427 members 
Mstep: Class 8 contains 8316 members 
Mstep: Class 9 contains 6741 members 
Mstep: Class 10 contains 4007 members 
Mstep: Class 11 contains 102795 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 669 members 
Mstep: Class 14 contains 25326 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 10299 members 
Mstep: Class 17 contains 77759 members 
Mstep: Class 18 contains 151983 members 
Mstep: Class 19 contains 3264 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385900.000000 Penalty: 45213.089844
Iteration 109Q: 22 clusters Score -5.23859e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30413 members 
Mstep: Class 3 contains 8712 members 
Mstep: Class 4 contains 6706 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107410 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 4006 members 
Mstep: Class 11 contains 102795 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 670 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10295 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 151985 members 
Mstep: Class 19 contains 3288 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385912.000000 Penalty: 45213.089844
Iteration 110Q: 22 clusters Score -5.238591e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30418 members 
Mstep: Class 3 contains 8712 members 
Mstep: Class 4 contains 6706 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107388 members 
Mstep: Class 8 contains 8313 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 4004 members 
Mstep: Class 11 contains 102794 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 670 members 
Mstep: Class 14 contains 25330 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10294 members 
Mstep: Class 17 contains 77759 members 
Mstep: Class 18 contains 151981 members 
Mstep: Class 19 contains 3310 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385980.000000 Penalty: 45213.089844
Iteration 111Q: 22 clusters Score -5.238598e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30419 members 
Mstep: Class 3 contains 8712 members 
Mstep: Class 4 contains 6706 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107367 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102794 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 670 members 
Mstep: Class 14 contains 25331 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10291 members 
Mstep: Class 17 contains 77760 members 
Mstep: Class 18 contains 151982 members 
Mstep: Class 19 contains 3331 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385940.000000 Penalty: 45213.089844
Iteration 112Q: 22 clusters Score -5.238594e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30417 members 
Mstep: Class 3 contains 8712 members 
Mstep: Class 4 contains 6706 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107353 members 
Mstep: Class 8 contains 8313 members 
Mstep: Class 9 contains 6742 members 
Mstep: Class 10 contains 4003 members 
Mstep: Class 11 contains 102794 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 670 members 
Mstep: Class 14 contains 25329 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10290 members 
Mstep: Class 17 contains 77760 members 
Mstep: Class 18 contains 151982 members 
Mstep: Class 19 contains 3346 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385928.000000 Penalty: 45213.089844
Iteration 113Q: 22 clusters Score -5.238593e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30416 members 
Mstep: Class 3 contains 8711 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107343 members 
Mstep: Class 8 contains 8318 members 
Mstep: Class 9 contains 6744 members 
Mstep: Class 10 contains 4003 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10289 members 
Mstep: Class 17 contains 77761 members 
Mstep: Class 18 contains 151981 members 
Mstep: Class 19 contains 3354 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 3218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385980.000000 Penalty: 45213.089844
Iteration 114Q: 22 clusters Score -5.238598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30415 members 
Mstep: Class 3 contains 8710 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 107335 members 
Mstep: Class 8 contains 8320 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102793 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10287 members 
Mstep: Class 17 contains 77761 members 
Mstep: Class 18 contains 151981 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385956.000000 Penalty: 45213.089844
Iteration 115Q: 22 clusters Score -5.238596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30415 members 
Mstep: Class 3 contains 8708 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107330 members 
Mstep: Class 8 contains 8322 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 4001 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10288 members 
Mstep: Class 17 contains 77761 members 
Mstep: Class 18 contains 151980 members 
Mstep: Class 19 contains 3369 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385976.000000 Penalty: 45213.089844
Iteration 116Q: 22 clusters Score -5.238598e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30414 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107324 members 
Mstep: Class 8 contains 8323 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10288 members 
Mstep: Class 17 contains 77762 members 
Mstep: Class 18 contains 151979 members 
Mstep: Class 19 contains 3373 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385984.000000 Penalty: 45213.089844
Iteration 117Q: 22 clusters Score -5.238598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30414 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107321 members 
Mstep: Class 8 contains 8326 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10287 members 
Mstep: Class 17 contains 77762 members 
Mstep: Class 18 contains 151978 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386004.000000 Penalty: 45213.089844
Iteration 118Q: 22 clusters Score -5.2386e+07 nChanged 13
Entering ConstructFrom: 
Score: -52386004.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -180638.984375 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -180639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -178486.125000 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -178486.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -179027.078125 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -179027.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -179177.656250 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -179177.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -179284.390625 Penalty: 2484.443115
	Iteration 3F: 3 clusters Score -179284.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -179376.625000 Penalty: 2484.443115
	Iteration 4Q: 3 clusters Score -179376.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -179460.156250 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -179460.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -179537.265625 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -179537.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -179592.187500 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -179592.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -179626.765625 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -179626.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -179674.953125 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -179675 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -179739.968750 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -179740 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -179792.953125 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -179793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -179842.453125 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -179842.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -179880.468750 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -179880.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -179900.250000 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -179900.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -179909.234375 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -179909.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -179915.250000 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -179915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -179919.671875 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -179919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179922.218750 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -179922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179924.250000 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -179924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -179924.875000 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -179924.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179924.968750 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -179925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179924.968750 Penalty: 2484.443115
	Iteration 22F: 3 clusters Score -179925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Entering Unmasked Estep 
Score: -2920770.250000 Penalty: 1677.442749
	Iteration 0F: 2 clusters Score -2920770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2900171.500000 Penalty: 3354.885498
	Iteration 0F: 3 clusters Score -2900172 nChanged 14001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2907883.250000 Penalty: 3354.885498
	Iteration 1F: 3 clusters Score -2907883 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2908226.750000 Penalty: 3354.885498
	Iteration 2Q: 3 clusters Score -2908227 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2908534.250000 Penalty: 3354.885498
	Iteration 3Q: 3 clusters Score -2908534 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2908762.750000 Penalty: 3354.885498
	Iteration 4Q: 3 clusters Score -2908763 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2909022.750000 Penalty: 3354.885498
	Iteration 5Q: 3 clusters Score -2909023 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2909302.000000 Penalty: 3354.885498
	Iteration 6Q: 3 clusters Score -2909302 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2909629.000000 Penalty: 3354.885498
	Iteration 7Q: 3 clusters Score -2909629 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2910091.250000 Penalty: 3354.885498
	Iteration 8Q: 3 clusters Score -2910091 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2910868.750000 Penalty: 3354.885498
	Iteration 9Q: 3 clusters Score -2910869 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2912082.500000 Penalty: 3354.885498
	Iteration 10F: 3 clusters Score -2912082 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2913775.500000 Penalty: 3354.885498
	Iteration 11F: 3 clusters Score -2913776 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2915456.250000 Penalty: 3354.885498
	Iteration 12F: 3 clusters Score -2915456 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2916571.000000 Penalty: 3354.885498
	Iteration 13F: 3 clusters Score -2916571 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2917207.750000 Penalty: 3354.885498
	Iteration 14Q: 3 clusters Score -2917208 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2917665.500000 Penalty: 3354.885498
	Iteration 15Q: 3 clusters Score -2917666 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2918093.500000 Penalty: 3354.885498
	Iteration 16Q: 3 clusters Score -2918094 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -2918503.750000 Penalty: 3354.885498
	Iteration 17Q: 3 clusters Score -2918504 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2918963.000000 Penalty: 3354.885498
	Iteration 18Q: 3 clusters Score -2918963 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2919435.500000 Penalty: 3354.885498
	Iteration 19Q: 3 clusters Score -2919436 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2919835.250000 Penalty: 3354.885498
	Iteration 20F: 3 clusters Score -2919835 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2920102.500000 Penalty: 3354.885498
	Iteration 21Q: 3 clusters Score -2920102 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2920315.250000 Penalty: 3354.885498
	Iteration 22Q: 3 clusters Score -2920315 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2920514.500000 Penalty: 3354.885498
	Iteration 23Q: 3 clusters Score -2920514 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2920616.250000 Penalty: 3354.885498
	Iteration 24Q: 3 clusters Score -2920616 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2920731.000000 Penalty: 3354.885498
	Iteration 25Q: 3 clusters Score -2920731 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2920806.750000 Penalty: 3354.885498
	Iteration 26Q: 3 clusters Score -2920807 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2920859.750000 Penalty: 3354.885498
	Iteration 27Q: 3 clusters Score -2920860 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2920891.250000 Penalty: 3354.885498
	Iteration 28Q: 3 clusters Score -2920891 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2920901.750000 Penalty: 3354.885498
	Iteration 29Q: 3 clusters Score -2920902 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2920916.750000 Penalty: 3354.885498
	Iteration 30Q: 3 clusters Score -2920917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2920925.750000 Penalty: 3354.885498
	Iteration 31Q: 3 clusters Score -2920926 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2920933.750000 Penalty: 3354.885498
	Iteration 32Q: 3 clusters Score -2920934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2920928.000000 Penalty: 3354.885498
	Iteration 33Q: 3 clusters Score -2920928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -2920941.500000 Penalty: 3354.885498
	Iteration 34Q: 3 clusters Score -2920942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2920943.750000 Penalty: 3354.885498
	Iteration 35Q: 3 clusters Score -2920944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2920937.750000 Penalty: 3354.885498
	Iteration 36Q: 3 clusters Score -2920938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2920938.750000 Penalty: 3354.885498
	Iteration 37Q: 3 clusters Score -2920939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2920944.750000 Penalty: 3354.885498
	Iteration 38Q: 3 clusters Score -2920945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2920950.750000 Penalty: 3354.885498
	Iteration 39Q: 3 clusters Score -2920951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2920947.000000 Penalty: 3354.885498
	Iteration 40F: 3 clusters Score -2920947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2920949.500000 Penalty: 3354.885498
	Iteration 41Q: 3 clusters Score -2920950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2920952.250000 Penalty: 3354.885498
	Iteration 42Q: 3 clusters Score -2920952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2920950.250000 Penalty: 3354.885498
	Iteration 43Q: 3 clusters Score -2920950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2920952.000000 Penalty: 3354.885498
	Iteration 44Q: 3 clusters Score -2920952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2920951.750000 Penalty: 3354.885498
	Iteration 45Q: 3 clusters Score -2920952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2920946.750000 Penalty: 3354.885498
	Iteration 46Q: 3 clusters Score -2920947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2920953.750000 Penalty: 3354.885498
	Iteration 47Q: 3 clusters Score -2920954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2920953.250000 Penalty: 3354.885498
	Iteration 48Q: 3 clusters Score -2920953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2920948.500000 Penalty: 3354.885498
	Iteration 49Q: 3 clusters Score -2920948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2920948.000000 Penalty: 3354.885498
	Iteration 50Q: 3 clusters Score -2920948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2920948.500000 Penalty: 3354.885498
	Iteration 51Q: 3 clusters Score -2920948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2920947.500000 Penalty: 3354.885498
	Iteration 52Q: 3 clusters Score -2920948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2920954.500000 Penalty: 3354.885498
	Iteration 53Q: 3 clusters Score -2920954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2920964.000000 Penalty: 3354.885498
	Iteration 54Q: 3 clusters Score -2920964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2920965.500000 Penalty: 3354.885498
	Iteration 55Q: 3 clusters Score -2920966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2920967.750000 Penalty: 3354.885498
	Iteration 56Q: 3 clusters Score -2920968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2920961.750000 Penalty: 3354.885498
	Iteration 57Q: 3 clusters Score -2920962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2920969.500000 Penalty: 3354.885498
	Iteration 58Q: 3 clusters Score -2920970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2920970.000000 Penalty: 3354.885498
	Iteration 59Q: 3 clusters Score -2920970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -2920972.000000 Penalty: 3354.885498
	Iteration 60F: 3 clusters Score -2920972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2920973.500000 Penalty: 3354.885498
	Iteration 61Q: 3 clusters Score -2920974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2920974.250000 Penalty: 3354.885498
	Iteration 62Q: 3 clusters Score -2920974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2920975.500000 Penalty: 3354.885498
	Iteration 63Q: 3 clusters Score -2920976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2920974.000000 Penalty: 3354.885498
	Iteration 64Q: 3 clusters Score -2920974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -2920974.000000 Penalty: 3354.885498
	Iteration 65F: 3 clusters Score -2920974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23041 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107320 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10285 members 
Mstep: Class 17 contains 77760 members 
Mstep: Class 18 contains 151976 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 3217 members 
Mstep: Class 22 contains 7375 members 
Entering Unmasked Estep 
Score: -52385816.000000 Penalty: 47366.093750
Splitting cluster 2 changes total score from -52386004.000000 to -52385816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -784668.812500 Penalty: 1474.218262
	Iteration 0F: 2 clusters Score -784668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -778347.750000 Penalty: 2948.436523
	Iteration 0F: 3 clusters Score -778347.8 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -780475.875000 Penalty: 2948.436523
	Iteration 1F: 3 clusters Score -780475.9 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -780871.625000 Penalty: 2948.436523
	Iteration 2F: 3 clusters Score -780871.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -781263.750000 Penalty: 2948.436523
	Iteration 3F: 3 clusters Score -781263.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -781698.875000 Penalty: 2948.436523
	Iteration 4F: 3 clusters Score -781698.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -782160.125000 Penalty: 2948.436523
	Iteration 5F: 3 clusters Score -782160.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -782577.437500 Penalty: 2948.436523
	Iteration 6F: 3 clusters Score -782577.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -782965.625000 Penalty: 2948.436523
	Iteration 7F: 3 clusters Score -782965.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -783345.812500 Penalty: 2948.436523
	Iteration 8F: 3 clusters Score -783345.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -783615.062500 Penalty: 2948.436523
	Iteration 9Q: 3 clusters Score -783615.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -783840.375000 Penalty: 2948.436523
	Iteration 10Q: 3 clusters Score -783840.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -784051.750000 Penalty: 2948.436523
	Iteration 11Q: 3 clusters Score -784051.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -784245.125000 Penalty: 2948.436523
	Iteration 12Q: 3 clusters Score -784245.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -784380.375000 Penalty: 2948.436523
	Iteration 13Q: 3 clusters Score -784380.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -784463.937500 Penalty: 2948.436523
	Iteration 14Q: 3 clusters Score -784463.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -784499.687500 Penalty: 2948.436523
	Iteration 15Q: 3 clusters Score -784499.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -784518.937500 Penalty: 2948.436523
	Iteration 16Q: 3 clusters Score -784518.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -784527.375000 Penalty: 2948.436523
	Iteration 17Q: 3 clusters Score -784527.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -784534.875000 Penalty: 2948.436523
	Iteration 18Q: 3 clusters Score -784534.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -784535.875000 Penalty: 2948.436523
	Iteration 19Q: 3 clusters Score -784535.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -784539.812500 Penalty: 2948.436523
	Iteration 20F: 3 clusters Score -784539.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -784538.437500 Penalty: 2948.436523
	Iteration 21Q: 3 clusters Score -784538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -784538.125000 Penalty: 2948.436523
	Iteration 22Q: 3 clusters Score -784538.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -784538.875000 Penalty: 2948.436523
	Iteration 23Q: 3 clusters Score -784538.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -784541.562500 Penalty: 2948.436523
	Iteration 24Q: 3 clusters Score -784541.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -784542.000000 Penalty: 2948.436523
	Iteration 25Q: 3 clusters Score -784542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -784542.000000 Penalty: 2948.436523
	Iteration 26F: 3 clusters Score -784542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -644768.875000 Penalty: 1431.723999
	Iteration 0F: 2 clusters Score -644768.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -639719.500000 Penalty: 2863.447998
	Iteration 0F: 3 clusters Score -639719.5 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -641262.125000 Penalty: 2863.447998
	Iteration 1F: 3 clusters Score -641262.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -641456.250000 Penalty: 2863.447998
	Iteration 2F: 3 clusters Score -641456.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -641573.562500 Penalty: 2863.447998
	Iteration 3Q: 3 clusters Score -641573.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -641674.312500 Penalty: 2863.447998
	Iteration 4Q: 3 clusters Score -641674.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -641733.875000 Penalty: 2863.447998
	Iteration 5Q: 3 clusters Score -641733.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -641788.750000 Penalty: 2863.447998
	Iteration 6Q: 3 clusters Score -641788.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -641841.875000 Penalty: 2863.447998
	Iteration 7Q: 3 clusters Score -641841.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -641896.437500 Penalty: 2863.447998
	Iteration 8Q: 3 clusters Score -641896.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -641952.375000 Penalty: 2863.447998
	Iteration 9Q: 3 clusters Score -641952.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -642021.687500 Penalty: 2863.447998
	Iteration 10Q: 3 clusters Score -642021.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -642114.500000 Penalty: 2863.447998
	Iteration 11Q: 3 clusters Score -642114.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -642219.062500 Penalty: 2863.447998
	Iteration 12Q: 3 clusters Score -642219.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -642328.812500 Penalty: 2863.447998
	Iteration 13Q: 3 clusters Score -642328.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -642440.937500 Penalty: 2863.447998
	Iteration 14Q: 3 clusters Score -642440.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -642574.000000 Penalty: 2863.447998
	Iteration 15Q: 3 clusters Score -642574 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -642695.500000 Penalty: 2863.447998
	Iteration 16Q: 3 clusters Score -642695.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -642816.937500 Penalty: 2863.447998
	Iteration 17Q: 3 clusters Score -642816.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -642925.437500 Penalty: 2863.447998
	Iteration 18Q: 3 clusters Score -642925.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -643010.750000 Penalty: 2863.447998
	Iteration 19Q: 3 clusters Score -643010.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -643087.500000 Penalty: 2863.447998
	Iteration 20F: 3 clusters Score -643087.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -643141.000000 Penalty: 2863.447998
	Iteration 21Q: 3 clusters Score -643141 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -643173.562500 Penalty: 2863.447998
	Iteration 22Q: 3 clusters Score -643173.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -643194.250000 Penalty: 2863.447998
	Iteration 23Q: 3 clusters Score -643194.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -643205.187500 Penalty: 2863.447998
	Iteration 24Q: 3 clusters Score -643205.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -643214.812500 Penalty: 2863.447998
	Iteration 25Q: 3 clusters Score -643214.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -643223.562500 Penalty: 2863.447998
	Iteration 26Q: 3 clusters Score -643223.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -643230.562500 Penalty: 2863.447998
	Iteration 27Q: 3 clusters Score -643230.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -643239.000000 Penalty: 2863.447998
	Iteration 28Q: 3 clusters Score -643239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -643243.812500 Penalty: 2863.447998
	Iteration 29Q: 3 clusters Score -643243.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -643249.812500 Penalty: 2863.447998
	Iteration 30Q: 3 clusters Score -643249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -643250.125000 Penalty: 2863.447998
	Iteration 31Q: 3 clusters Score -643250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -643253.750000 Penalty: 2863.447998
	Iteration 32Q: 3 clusters Score -643253.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -643256.750000 Penalty: 2863.447998
	Iteration 33Q: 3 clusters Score -643256.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -643257.062500 Penalty: 2863.447998
	Iteration 34Q: 3 clusters Score -643257.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -643257.625000 Penalty: 2863.447998
	Iteration 35Q: 3 clusters Score -643257.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -643261.125000 Penalty: 2863.447998
	Iteration 36Q: 3 clusters Score -643261.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -643261.000000 Penalty: 2863.447998
	Iteration 37Q: 3 clusters Score -643261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -643262.812500 Penalty: 2863.447998
	Iteration 38Q: 3 clusters Score -643262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -643265.812500 Penalty: 2863.447998
	Iteration 39Q: 3 clusters Score -643265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -643266.625000 Penalty: 2863.447998
	Iteration 40F: 3 clusters Score -643266.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -643268.437500 Penalty: 2863.447998
	Iteration 41Q: 3 clusters Score -643268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -643270.437500 Penalty: 2863.447998
	Iteration 42Q: 3 clusters Score -643270.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -643272.437500 Penalty: 2863.447998
	Iteration 43Q: 3 clusters Score -643272.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -643275.562500 Penalty: 2863.447998
	Iteration 44Q: 3 clusters Score -643275.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -643277.375000 Penalty: 2863.447998
	Iteration 45Q: 3 clusters Score -643277.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -643280.875000 Penalty: 2863.447998
	Iteration 46Q: 3 clusters Score -643280.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -643283.312500 Penalty: 2863.447998
	Iteration 47Q: 3 clusters Score -643283.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -643286.812500 Penalty: 2863.447998
	Iteration 48Q: 3 clusters Score -643286.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -643288.625000 Penalty: 2863.447998
	Iteration 49Q: 3 clusters Score -643288.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -643294.000000 Penalty: 2863.447998
	Iteration 50Q: 3 clusters Score -643294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -643297.312500 Penalty: 2863.447998
	Iteration 51Q: 3 clusters Score -643297.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -643299.937500 Penalty: 2863.447998
	Iteration 52Q: 3 clusters Score -643299.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -643303.312500 Penalty: 2863.447998
	Iteration 53Q: 3 clusters Score -643303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -643304.062500 Penalty: 2863.447998
	Iteration 54Q: 3 clusters Score -643304.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -643306.687500 Penalty: 2863.447998
	Iteration 55Q: 3 clusters Score -643306.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -643306.187500 Penalty: 2863.447998
	Iteration 56Q: 3 clusters Score -643306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -643306.562500 Penalty: 2863.447998
	Iteration 57Q: 3 clusters Score -643306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -643307.875000 Penalty: 2863.447998
	Iteration 58Q: 3 clusters Score -643307.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -643309.625000 Penalty: 2863.447998
	Iteration 59Q: 3 clusters Score -643309.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -643312.812500 Penalty: 2863.447998
	Iteration 60F: 3 clusters Score -643312.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -643316.562500 Penalty: 2863.447998
	Iteration 61Q: 3 clusters Score -643316.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -643317.562500 Penalty: 2863.447998
	Iteration 62Q: 3 clusters Score -643317.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -643322.187500 Penalty: 2863.447998
	Iteration 63Q: 3 clusters Score -643322.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -643326.562500 Penalty: 2863.447998
	Iteration 64Q: 3 clusters Score -643326.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -643328.562500 Penalty: 2863.447998
	Iteration 65Q: 3 clusters Score -643328.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -643331.750000 Penalty: 2863.447998
	Iteration 66Q: 3 clusters Score -643331.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -643336.125000 Penalty: 2863.447998
	Iteration 67Q: 3 clusters Score -643336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -643338.875000 Penalty: 2863.447998
	Iteration 68Q: 3 clusters Score -643338.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -643341.750000 Penalty: 2863.447998
	Iteration 69Q: 3 clusters Score -643341.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -643345.250000 Penalty: 2863.447998
	Iteration 70Q: 3 clusters Score -643345.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -643351.125000 Penalty: 2863.447998
	Iteration 71Q: 3 clusters Score -643351.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -643355.125000 Penalty: 2863.447998
	Iteration 72Q: 3 clusters Score -643355.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -643358.625000 Penalty: 2863.447998
	Iteration 73Q: 3 clusters Score -643358.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -643362.375000 Penalty: 2863.447998
	Iteration 74Q: 3 clusters Score -643362.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -643365.250000 Penalty: 2863.447998
	Iteration 75Q: 3 clusters Score -643365.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -643367.500000 Penalty: 2863.447998
	Iteration 76Q: 3 clusters Score -643367.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -643371.312500 Penalty: 2863.447998
	Iteration 77Q: 3 clusters Score -643371.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -643374.250000 Penalty: 2863.447998
	Iteration 78Q: 3 clusters Score -643374.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -643381.312500 Penalty: 2863.447998
	Iteration 79Q: 3 clusters Score -643381.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -643383.562500 Penalty: 2863.447998
	Iteration 80F: 3 clusters Score -643383.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -643385.875000 Penalty: 2863.447998
	Iteration 81Q: 3 clusters Score -643385.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -643391.437500 Penalty: 2863.447998
	Iteration 82Q: 3 clusters Score -643391.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -643398.625000 Penalty: 2863.447998
	Iteration 83Q: 3 clusters Score -643398.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -643402.437500 Penalty: 2863.447998
	Iteration 84Q: 3 clusters Score -643402.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -643406.625000 Penalty: 2863.447998
	Iteration 85Q: 3 clusters Score -643406.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -643411.000000 Penalty: 2863.447998
	Iteration 86Q: 3 clusters Score -643411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -643414.687500 Penalty: 2863.447998
	Iteration 87Q: 3 clusters Score -643414.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -643424.000000 Penalty: 2863.447998
	Iteration 88Q: 3 clusters Score -643424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -643431.062500 Penalty: 2863.447998
	Iteration 89Q: 3 clusters Score -643431.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -643439.562500 Penalty: 2863.447998
	Iteration 90Q: 3 clusters Score -643439.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -643448.125000 Penalty: 2863.447998
	Iteration 91Q: 3 clusters Score -643448.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -643461.437500 Penalty: 2863.447998
	Iteration 92Q: 3 clusters Score -643461.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -643476.625000 Penalty: 2863.447998
	Iteration 93Q: 3 clusters Score -643476.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -643484.250000 Penalty: 2863.447998
	Iteration 94Q: 3 clusters Score -643484.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -643491.000000 Penalty: 2863.447998
	Iteration 95Q: 3 clusters Score -643491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -643499.875000 Penalty: 2863.447998
	Iteration 96Q: 3 clusters Score -643499.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -643505.937500 Penalty: 2863.447998
	Iteration 97Q: 3 clusters Score -643505.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -643517.000000 Penalty: 2863.447998
	Iteration 98Q: 3 clusters Score -643517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -643525.250000 Penalty: 2863.447998
	Iteration 99Q: 3 clusters Score -643525.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -643531.687500 Penalty: 2863.447998
	Iteration 100F: 3 clusters Score -643531.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -643537.625000 Penalty: 2863.447998
	Iteration 101Q: 3 clusters Score -643537.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -643544.750000 Penalty: 2863.447998
	Iteration 102Q: 3 clusters Score -643544.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -643550.312500 Penalty: 2863.447998
	Iteration 103Q: 3 clusters Score -643550.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -643554.125000 Penalty: 2863.447998
	Iteration 104Q: 3 clusters Score -643554.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -643558.437500 Penalty: 2863.447998
	Iteration 105Q: 3 clusters Score -643558.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -643559.562500 Penalty: 2863.447998
	Iteration 106Q: 3 clusters Score -643559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -643559.937500 Penalty: 2863.447998
	Iteration 107Q: 3 clusters Score -643559.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -643560.250000 Penalty: 2863.447998
	Iteration 108Q: 3 clusters Score -643560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -643560.312500 Penalty: 2863.447998
	Iteration 109Q: 3 clusters Score -643560.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -643561.062500 Penalty: 2863.447998
	Iteration 110Q: 3 clusters Score -643561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -643561.187500 Penalty: 2863.447998
	Iteration 111Q: 3 clusters Score -643561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -643562.187500 Penalty: 2863.447998
	Iteration 112Q: 3 clusters Score -643562.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -643562.187500 Penalty: 2863.447998
	Iteration 113F: 3 clusters Score -643562.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Entering Unmasked Estep 
Score: -395967.250000 Penalty: 1367.031128
	Iteration 0F: 2 clusters Score -395967.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -392341.406250 Penalty: 2734.062256
	Iteration 0F: 3 clusters Score -392341.4 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -393366.968750 Penalty: 2734.062256
	Iteration 1F: 3 clusters Score -393367 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -393551.343750 Penalty: 2734.062256
	Iteration 2F: 3 clusters Score -393551.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -393683.687500 Penalty: 2734.062256
	Iteration 3F: 3 clusters Score -393683.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -393805.562500 Penalty: 2734.062256
	Iteration 4Q: 3 clusters Score -393805.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -393944.312500 Penalty: 2734.062256
	Iteration 5Q: 3 clusters Score -393944.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -394107.156250 Penalty: 2734.062256
	Iteration 6Q: 3 clusters Score -394107.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -394272.437500 Penalty: 2734.062256
	Iteration 7Q: 3 clusters Score -394272.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -394444.406250 Penalty: 2734.062256
	Iteration 8Q: 3 clusters Score -394444.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -394581.687500 Penalty: 2734.062256
	Iteration 9Q: 3 clusters Score -394581.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -394711.750000 Penalty: 2734.062256
	Iteration 10Q: 3 clusters Score -394711.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -394823.000000 Penalty: 2734.062256
	Iteration 11Q: 3 clusters Score -394823 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -394898.937500 Penalty: 2734.062256
	Iteration 12Q: 3 clusters Score -394898.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -394958.656250 Penalty: 2734.062256
	Iteration 13Q: 3 clusters Score -394958.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -395000.468750 Penalty: 2734.062256
	Iteration 14Q: 3 clusters Score -395000.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -395034.812500 Penalty: 2734.062256
	Iteration 15Q: 3 clusters Score -395034.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -395066.000000 Penalty: 2734.062256
	Iteration 16Q: 3 clusters Score -395066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -395086.093750 Penalty: 2734.062256
	Iteration 17Q: 3 clusters Score -395086.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -395102.968750 Penalty: 2734.062256
	Iteration 18Q: 3 clusters Score -395103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -395115.468750 Penalty: 2734.062256
	Iteration 19Q: 3 clusters Score -395115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -395121.281250 Penalty: 2734.062256
	Iteration 20F: 3 clusters Score -395121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -395125.750000 Penalty: 2734.062256
	Iteration 21Q: 3 clusters Score -395125.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -395129.343750 Penalty: 2734.062256
	Iteration 22Q: 3 clusters Score -395129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -395132.093750 Penalty: 2734.062256
	Iteration 23Q: 3 clusters Score -395132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -395134.937500 Penalty: 2734.062256
	Iteration 24Q: 3 clusters Score -395134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -395137.437500 Penalty: 2734.062256
	Iteration 25Q: 3 clusters Score -395137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -395139.531250 Penalty: 2734.062256
	Iteration 26Q: 3 clusters Score -395139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -395140.812500 Penalty: 2734.062256
	Iteration 27Q: 3 clusters Score -395140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -395141.750000 Penalty: 2734.062256
	Iteration 28Q: 3 clusters Score -395141.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -395141.750000 Penalty: 2734.062256
	Iteration 29F: 3 clusters Score -395141.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -289303.250000 Penalty: 1310.911743
	Iteration 0F: 2 clusters Score -289303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -286449.843750 Penalty: 2621.823486
	Iteration 0F: 3 clusters Score -286449.8 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -287110.343750 Penalty: 2621.823486
	Iteration 1F: 3 clusters Score -287110.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287258.218750 Penalty: 2621.823486
	Iteration 2F: 3 clusters Score -287258.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -287356.437500 Penalty: 2621.823486
	Iteration 3Q: 3 clusters Score -287356.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -287440.531250 Penalty: 2621.823486
	Iteration 4Q: 3 clusters Score -287440.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -287512.062500 Penalty: 2621.823486
	Iteration 5Q: 3 clusters Score -287512.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -287571.156250 Penalty: 2621.823486
	Iteration 6Q: 3 clusters Score -287571.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -287624.250000 Penalty: 2621.823486
	Iteration 7Q: 3 clusters Score -287624.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287670.968750 Penalty: 2621.823486
	Iteration 8Q: 3 clusters Score -287671 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -287709.593750 Penalty: 2621.823486
	Iteration 9Q: 3 clusters Score -287709.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -287753.843750 Penalty: 2621.823486
	Iteration 10Q: 3 clusters Score -287753.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -287800.937500 Penalty: 2621.823486
	Iteration 11Q: 3 clusters Score -287800.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -287857.375000 Penalty: 2621.823486
	Iteration 12Q: 3 clusters Score -287857.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -287903.968750 Penalty: 2621.823486
	Iteration 13Q: 3 clusters Score -287904 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -287929.593750 Penalty: 2621.823486
	Iteration 14Q: 3 clusters Score -287929.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -287955.687500 Penalty: 2621.823486
	Iteration 15Q: 3 clusters Score -287955.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -287984.968750 Penalty: 2621.823486
	Iteration 16Q: 3 clusters Score -287985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -288011.343750 Penalty: 2621.823486
	Iteration 17Q: 3 clusters Score -288011.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -288034.406250 Penalty: 2621.823486
	Iteration 18Q: 3 clusters Score -288034.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -288060.437500 Penalty: 2621.823486
	Iteration 19Q: 3 clusters Score -288060.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -288089.500000 Penalty: 2621.823486
	Iteration 20F: 3 clusters Score -288089.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -288120.000000 Penalty: 2621.823486
	Iteration 21Q: 3 clusters Score -288120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -288149.187500 Penalty: 2621.823486
	Iteration 22Q: 3 clusters Score -288149.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -288170.812500 Penalty: 2621.823486
	Iteration 23Q: 3 clusters Score -288170.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -288184.156250 Penalty: 2621.823486
	Iteration 24Q: 3 clusters Score -288184.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -288200.343750 Penalty: 2621.823486
	Iteration 25Q: 3 clusters Score -288200.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -288211.937500 Penalty: 2621.823486
	Iteration 26Q: 3 clusters Score -288211.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -288224.812500 Penalty: 2621.823486
	Iteration 27Q: 3 clusters Score -288224.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -288238.718750 Penalty: 2621.823486
	Iteration 28Q: 3 clusters Score -288238.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -288250.625000 Penalty: 2621.823486
	Iteration 29Q: 3 clusters Score -288250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -288262.937500 Penalty: 2621.823486
	Iteration 30Q: 3 clusters Score -288262.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -288272.031250 Penalty: 2621.823486
	Iteration 31Q: 3 clusters Score -288272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -288278.781250 Penalty: 2621.823486
	Iteration 32Q: 3 clusters Score -288278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -288282.937500 Penalty: 2621.823486
	Iteration 33Q: 3 clusters Score -288282.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -288289.218750 Penalty: 2621.823486
	Iteration 34Q: 3 clusters Score -288289.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -288292.781250 Penalty: 2621.823486
	Iteration 35Q: 3 clusters Score -288292.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -288295.906250 Penalty: 2621.823486
	Iteration 36Q: 3 clusters Score -288295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -288297.781250 Penalty: 2621.823486
	Iteration 37Q: 3 clusters Score -288297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -288299.875000 Penalty: 2621.823486
	Iteration 38Q: 3 clusters Score -288299.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -288300.656250 Penalty: 2621.823486
	Iteration 39Q: 3 clusters Score -288300.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -288301.437500 Penalty: 2621.823486
	Iteration 40F: 3 clusters Score -288301.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -288302.093750 Penalty: 2621.823486
	Iteration 41Q: 3 clusters Score -288302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -288303.031250 Penalty: 2621.823486
	Iteration 42Q: 3 clusters Score -288303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -288303.687500 Penalty: 2621.823486
	Iteration 43Q: 3 clusters Score -288303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -288304.281250 Penalty: 2621.823486
	Iteration 44Q: 3 clusters Score -288304.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -288304.406250 Penalty: 2621.823486
	Iteration 45Q: 3 clusters Score -288304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -288305.218750 Penalty: 2621.823486
	Iteration 46Q: 3 clusters Score -288305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -288305.843750 Penalty: 2621.823486
	Iteration 47Q: 3 clusters Score -288305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -288306.875000 Penalty: 2621.823486
	Iteration 48Q: 3 clusters Score -288306.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -288309.218750 Penalty: 2621.823486
	Iteration 49Q: 3 clusters Score -288309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -288313.437500 Penalty: 2621.823486
	Iteration 50Q: 3 clusters Score -288313.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -288316.781250 Penalty: 2621.823486
	Iteration 51Q: 3 clusters Score -288316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -288318.375000 Penalty: 2621.823486
	Iteration 52Q: 3 clusters Score -288318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -288319.437500 Penalty: 2621.823486
	Iteration 53Q: 3 clusters Score -288319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -288320.875000 Penalty: 2621.823486
	Iteration 54Q: 3 clusters Score -288320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -288321.656250 Penalty: 2621.823486
	Iteration 55Q: 3 clusters Score -288321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -288322.125000 Penalty: 2621.823486
	Iteration 56Q: 3 clusters Score -288322.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -288322.125000 Penalty: 2621.823486
	Iteration 57F: 3 clusters Score -288322.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (107320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107320 members 
Entering Unmasked Estep 
Score: -10093899.000000 Penalty: 1882.330200
	Iteration 0F: 2 clusters Score -1.00939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -10021852.000000 Penalty: 3764.660400
	Iteration 0F: 3 clusters Score -1.002185e+07 nChanged 51581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -10051852.000000 Penalty: 3764.660400
	Iteration 1F: 3 clusters Score -1.005185e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -10052621.000000 Penalty: 3764.660400
	Iteration 2Q: 3 clusters Score -1.005262e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 51519 members 
Entering Unmasked Estep 
Score: -10053521.000000 Penalty: 3764.660400
	Iteration 3Q: 3 clusters Score -1.005352e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57046 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -10054572.000000 Penalty: 3764.660400
	Iteration 4Q: 3 clusters Score -1.005457e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -10056024.000000 Penalty: 3764.660400
	Iteration 5Q: 3 clusters Score -1.005602e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61470 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -10058151.000000 Penalty: 3764.660400
	Iteration 6Q: 3 clusters Score -1.005815e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -10061062.000000 Penalty: 3764.660400
	Iteration 7F: 3 clusters Score -1.006106e+07 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -10064946.000000 Penalty: 3764.660400
	Iteration 8F: 3 clusters Score -1.006495e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -10069224.000000 Penalty: 3764.660400
	Iteration 9F: 3 clusters Score -1.006922e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78447 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -10073467.000000 Penalty: 3764.660400
	Iteration 10F: 3 clusters Score -1.007347e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82244 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -10076783.000000 Penalty: 3764.660400
	Iteration 11Q: 3 clusters Score -1.007678e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85314 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -10079102.000000 Penalty: 3764.660400
	Iteration 12Q: 3 clusters Score -1.00791e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -10080681.000000 Penalty: 3764.660400
	Iteration 13Q: 3 clusters Score -1.008068e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90305 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -10081875.000000 Penalty: 3764.660400
	Iteration 14Q: 3 clusters Score -1.008188e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92578 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -10083133.000000 Penalty: 3764.660400
	Iteration 15Q: 3 clusters Score -1.008313e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94780 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -10084323.000000 Penalty: 3764.660400
	Iteration 16Q: 3 clusters Score -1.008432e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -10085566.000000 Penalty: 3764.660400
	Iteration 17Q: 3 clusters Score -1.008557e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98785 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -10086613.000000 Penalty: 3764.660400
	Iteration 18Q: 3 clusters Score -1.008661e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -10087692.000000 Penalty: 3764.660400
	Iteration 19Q: 3 clusters Score -1.008769e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101997 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -10088732.000000 Penalty: 3764.660400
	Iteration 20F: 3 clusters Score -1.008873e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103309 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -10089681.000000 Penalty: 3764.660400
	Iteration 21Q: 3 clusters Score -1.008968e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104311 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10090380.000000 Penalty: 3764.660400
	Iteration 22Q: 3 clusters Score -1.009038e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105086 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -10090921.000000 Penalty: 3764.660400
	Iteration 23Q: 3 clusters Score -1.009092e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10091312.000000 Penalty: 3764.660400
	Iteration 24Q: 3 clusters Score -1.009131e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106093 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -10091583.000000 Penalty: 3764.660400
	Iteration 25Q: 3 clusters Score -1.009158e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106384 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10091788.000000 Penalty: 3764.660400
	Iteration 26Q: 3 clusters Score -1.009179e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106585 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10091919.000000 Penalty: 3764.660400
	Iteration 27Q: 3 clusters Score -1.009192e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106714 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10092022.000000 Penalty: 3764.660400
	Iteration 28Q: 3 clusters Score -1.009202e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10092085.000000 Penalty: 3764.660400
	Iteration 29Q: 3 clusters Score -1.009208e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106858 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -10092130.000000 Penalty: 3764.660400
	Iteration 30Q: 3 clusters Score -1.009213e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106898 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10092162.000000 Penalty: 3764.660400
	Iteration 31Q: 3 clusters Score -1.009216e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106922 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10092177.000000 Penalty: 3764.660400
	Iteration 32Q: 3 clusters Score -1.009218e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106936 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10092190.000000 Penalty: 3764.660400
	Iteration 33Q: 3 clusters Score -1.009219e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10092222.000000 Penalty: 3764.660400
	Iteration 34Q: 3 clusters Score -1.009222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106970 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10092235.000000 Penalty: 3764.660400
	Iteration 35Q: 3 clusters Score -1.009224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106977 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10092249.000000 Penalty: 3764.660400
	Iteration 36Q: 3 clusters Score -1.009225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106982 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10092252.000000 Penalty: 3764.660400
	Iteration 37Q: 3 clusters Score -1.009225e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106983 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10092251.000000 Penalty: 3764.660400
	Iteration 38Q: 3 clusters Score -1.009225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106983 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10092254.000000 Penalty: 3764.660400
	Iteration 39Q: 3 clusters Score -1.009225e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106984 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10092257.000000 Penalty: 3764.660400
	Iteration 40F: 3 clusters Score -1.009226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106988 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10092252.000000 Penalty: 3764.660400
	Iteration 41Q: 3 clusters Score -1.009225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106993 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -10092248.000000 Penalty: 3764.660400
	Iteration 42Q: 3 clusters Score -1.009225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -10092252.000000 Penalty: 3764.660400
	Iteration 43Q: 3 clusters Score -1.009225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10092253.000000 Penalty: 3764.660400
	Iteration 44Q: 3 clusters Score -1.009225e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10092260.000000 Penalty: 3764.660400
	Iteration 45Q: 3 clusters Score -1.009226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10092249.000000 Penalty: 3764.660400
	Iteration 46Q: 3 clusters Score -1.009225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10092257.000000 Penalty: 3764.660400
	Iteration 47Q: 3 clusters Score -1.009226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10092257.000000 Penalty: 3764.660400
	Iteration 48F: 3 clusters Score -1.009226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Entering Unmasked Estep 
Score: -719575.437500 Penalty: 1466.949097
	Iteration 0F: 2 clusters Score -719575.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -713510.812500 Penalty: 2933.898193
	Iteration 0F: 3 clusters Score -713510.8 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -715718.125000 Penalty: 2933.898193
	Iteration 1F: 3 clusters Score -715718.1 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -716292.187500 Penalty: 2933.898193
	Iteration 2F: 3 clusters Score -716292.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -716787.625000 Penalty: 2933.898193
	Iteration 3F: 3 clusters Score -716787.6 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -717169.875000 Penalty: 2933.898193
	Iteration 4F: 3 clusters Score -717169.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -717500.687500 Penalty: 2933.898193
	Iteration 5F: 3 clusters Score -717500.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -717771.437500 Penalty: 2933.898193
	Iteration 6F: 3 clusters Score -717771.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -717939.187500 Penalty: 2933.898193
	Iteration 7Q: 3 clusters Score -717939.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -718035.500000 Penalty: 2933.898193
	Iteration 8Q: 3 clusters Score -718035.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -718090.125000 Penalty: 2933.898193
	Iteration 9Q: 3 clusters Score -718090.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -718119.812500 Penalty: 2933.898193
	Iteration 10Q: 3 clusters Score -718119.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -718141.437500 Penalty: 2933.898193
	Iteration 11Q: 3 clusters Score -718141.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -718161.937500 Penalty: 2933.898193
	Iteration 12Q: 3 clusters Score -718161.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -718175.875000 Penalty: 2933.898193
	Iteration 13Q: 3 clusters Score -718175.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -718186.062500 Penalty: 2933.898193
	Iteration 14Q: 3 clusters Score -718186.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -718194.312500 Penalty: 2933.898193
	Iteration 15Q: 3 clusters Score -718194.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -718198.687500 Penalty: 2933.898193
	Iteration 16Q: 3 clusters Score -718198.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -718203.062500 Penalty: 2933.898193
	Iteration 17Q: 3 clusters Score -718203.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -718210.687500 Penalty: 2933.898193
	Iteration 18Q: 3 clusters Score -718210.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -718215.687500 Penalty: 2933.898193
	Iteration 19Q: 3 clusters Score -718215.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -718223.625000 Penalty: 2933.898193
	Iteration 20F: 3 clusters Score -718223.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -718226.812500 Penalty: 2933.898193
	Iteration 21Q: 3 clusters Score -718226.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -718235.375000 Penalty: 2933.898193
	Iteration 22Q: 3 clusters Score -718235.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -718243.875000 Penalty: 2933.898193
	Iteration 23Q: 3 clusters Score -718243.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -718250.187500 Penalty: 2933.898193
	Iteration 24Q: 3 clusters Score -718250.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -718257.687500 Penalty: 2933.898193
	Iteration 25Q: 3 clusters Score -718257.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -718264.750000 Penalty: 2933.898193
	Iteration 26Q: 3 clusters Score -718264.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -718273.312500 Penalty: 2933.898193
	Iteration 27Q: 3 clusters Score -718273.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -718278.625000 Penalty: 2933.898193
	Iteration 28Q: 3 clusters Score -718278.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -718285.812500 Penalty: 2933.898193
	Iteration 29Q: 3 clusters Score -718285.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -718290.937500 Penalty: 2933.898193
	Iteration 30Q: 3 clusters Score -718290.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -718301.062500 Penalty: 2933.898193
	Iteration 31Q: 3 clusters Score -718301.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -718308.812500 Penalty: 2933.898193
	Iteration 32Q: 3 clusters Score -718308.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -718315.312500 Penalty: 2933.898193
	Iteration 33Q: 3 clusters Score -718315.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -718319.625000 Penalty: 2933.898193
	Iteration 34Q: 3 clusters Score -718319.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -718322.125000 Penalty: 2933.898193
	Iteration 35Q: 3 clusters Score -718322.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -718332.500000 Penalty: 2933.898193
	Iteration 36Q: 3 clusters Score -718332.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -718337.437500 Penalty: 2933.898193
	Iteration 37Q: 3 clusters Score -718337.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -718343.187500 Penalty: 2933.898193
	Iteration 38Q: 3 clusters Score -718343.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -718347.250000 Penalty: 2933.898193
	Iteration 39Q: 3 clusters Score -718347.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -718358.062500 Penalty: 2933.898193
	Iteration 40F: 3 clusters Score -718358.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -718364.125000 Penalty: 2933.898193
	Iteration 41Q: 3 clusters Score -718364.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -718373.250000 Penalty: 2933.898193
	Iteration 42Q: 3 clusters Score -718373.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -718379.625000 Penalty: 2933.898193
	Iteration 43Q: 3 clusters Score -718379.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -718383.437500 Penalty: 2933.898193
	Iteration 44Q: 3 clusters Score -718383.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -718390.437500 Penalty: 2933.898193
	Iteration 45Q: 3 clusters Score -718390.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -718399.687500 Penalty: 2933.898193
	Iteration 46Q: 3 clusters Score -718399.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -718413.250000 Penalty: 2933.898193
	Iteration 47Q: 3 clusters Score -718413.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -718422.312500 Penalty: 2933.898193
	Iteration 48Q: 3 clusters Score -718422.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -718429.062500 Penalty: 2933.898193
	Iteration 49Q: 3 clusters Score -718429.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -718438.437500 Penalty: 2933.898193
	Iteration 50Q: 3 clusters Score -718438.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -718445.125000 Penalty: 2933.898193
	Iteration 51Q: 3 clusters Score -718445.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -718452.812500 Penalty: 2933.898193
	Iteration 52Q: 3 clusters Score -718452.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -718459.687500 Penalty: 2933.898193
	Iteration 53Q: 3 clusters Score -718459.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -718469.375000 Penalty: 2933.898193
	Iteration 54Q: 3 clusters Score -718469.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -718476.312500 Penalty: 2933.898193
	Iteration 55Q: 3 clusters Score -718476.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -718483.187500 Penalty: 2933.898193
	Iteration 56Q: 3 clusters Score -718483.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -718487.812500 Penalty: 2933.898193
	Iteration 57Q: 3 clusters Score -718487.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -718494.687500 Penalty: 2933.898193
	Iteration 58Q: 3 clusters Score -718494.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -718499.437500 Penalty: 2933.898193
	Iteration 59Q: 3 clusters Score -718499.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -718507.937500 Penalty: 2933.898193
	Iteration 60F: 3 clusters Score -718507.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -718513.625000 Penalty: 2933.898193
	Iteration 61Q: 3 clusters Score -718513.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -718520.500000 Penalty: 2933.898193
	Iteration 62Q: 3 clusters Score -718520.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -718527.062500 Penalty: 2933.898193
	Iteration 63Q: 3 clusters Score -718527.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -718532.562500 Penalty: 2933.898193
	Iteration 64Q: 3 clusters Score -718532.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -718541.375000 Penalty: 2933.898193
	Iteration 65Q: 3 clusters Score -718541.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -718553.937500 Penalty: 2933.898193
	Iteration 66Q: 3 clusters Score -718553.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -718558.500000 Penalty: 2933.898193
	Iteration 67Q: 3 clusters Score -718558.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -718562.187500 Penalty: 2933.898193
	Iteration 68Q: 3 clusters Score -718562.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -718568.875000 Penalty: 2933.898193
	Iteration 69Q: 3 clusters Score -718568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -718575.187500 Penalty: 2933.898193
	Iteration 70Q: 3 clusters Score -718575.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -718586.625000 Penalty: 2933.898193
	Iteration 71Q: 3 clusters Score -718586.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -718594.250000 Penalty: 2933.898193
	Iteration 72Q: 3 clusters Score -718594.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -718600.750000 Penalty: 2933.898193
	Iteration 73Q: 3 clusters Score -718600.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -718608.437500 Penalty: 2933.898193
	Iteration 74Q: 3 clusters Score -718608.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -718615.125000 Penalty: 2933.898193
	Iteration 75Q: 3 clusters Score -718615.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -718619.875000 Penalty: 2933.898193
	Iteration 76Q: 3 clusters Score -718619.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -718620.937500 Penalty: 2933.898193
	Iteration 77Q: 3 clusters Score -718620.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -718625.812500 Penalty: 2933.898193
	Iteration 78Q: 3 clusters Score -718625.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -718627.375000 Penalty: 2933.898193
	Iteration 79Q: 3 clusters Score -718627.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -718629.312500 Penalty: 2933.898193
	Iteration 80F: 3 clusters Score -718629.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -718635.812500 Penalty: 2933.898193
	Iteration 81Q: 3 clusters Score -718635.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -718644.375000 Penalty: 2933.898193
	Iteration 82Q: 3 clusters Score -718644.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -718650.687500 Penalty: 2933.898193
	Iteration 83Q: 3 clusters Score -718650.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -718654.812500 Penalty: 2933.898193
	Iteration 84Q: 3 clusters Score -718654.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -718661.812500 Penalty: 2933.898193
	Iteration 85Q: 3 clusters Score -718661.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -718671.000000 Penalty: 2933.898193
	Iteration 86Q: 3 clusters Score -718671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -718676.812500 Penalty: 2933.898193
	Iteration 87Q: 3 clusters Score -718676.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -718684.562500 Penalty: 2933.898193
	Iteration 88Q: 3 clusters Score -718684.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -718693.375000 Penalty: 2933.898193
	Iteration 89Q: 3 clusters Score -718693.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -718704.000000 Penalty: 2933.898193
	Iteration 90Q: 3 clusters Score -718704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -718718.812500 Penalty: 2933.898193
	Iteration 91Q: 3 clusters Score -718718.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -718734.375000 Penalty: 2933.898193
	Iteration 92Q: 3 clusters Score -718734.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -718739.250000 Penalty: 2933.898193
	Iteration 93Q: 3 clusters Score -718739.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -718745.937500 Penalty: 2933.898193
	Iteration 94Q: 3 clusters Score -718745.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -718747.375000 Penalty: 2933.898193
	Iteration 95Q: 3 clusters Score -718747.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -718750.625000 Penalty: 2933.898193
	Iteration 96Q: 3 clusters Score -718750.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -718756.000000 Penalty: 2933.898193
	Iteration 97Q: 3 clusters Score -718756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -718760.750000 Penalty: 2933.898193
	Iteration 98Q: 3 clusters Score -718760.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -718765.312500 Penalty: 2933.898193
	Iteration 99Q: 3 clusters Score -718765.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -718766.687500 Penalty: 2933.898193
	Iteration 100F: 3 clusters Score -718766.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -718768.062500 Penalty: 2933.898193
	Iteration 101Q: 3 clusters Score -718768.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -718772.312500 Penalty: 2933.898193
	Iteration 102Q: 3 clusters Score -718772.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -718774.750000 Penalty: 2933.898193
	Iteration 103Q: 3 clusters Score -718774.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -718775.750000 Penalty: 2933.898193
	Iteration 104Q: 3 clusters Score -718775.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -718778.750000 Penalty: 2933.898193
	Iteration 105Q: 3 clusters Score -718778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -718779.562500 Penalty: 2933.898193
	Iteration 106Q: 3 clusters Score -718779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -718779.187500 Penalty: 2933.898193
	Iteration 107Q: 3 clusters Score -718779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -718779.812500 Penalty: 2933.898193
	Iteration 108Q: 3 clusters Score -718779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -718780.875000 Penalty: 2933.898193
	Iteration 109Q: 3 clusters Score -718780.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -718782.437500 Penalty: 2933.898193
	Iteration 110Q: 3 clusters Score -718782.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -718783.187500 Penalty: 2933.898193
	Iteration 111Q: 3 clusters Score -718783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -718783.437500 Penalty: 2933.898193
	Iteration 112Q: 3 clusters Score -718783.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -718783.437500 Penalty: 2933.898193
	Iteration 113F: 3 clusters Score -718783.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Entering Unmasked Estep 
Score: -654257.500000 Penalty: 1432.738647
	Iteration 0F: 2 clusters Score -654257.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -649158.187500 Penalty: 2865.477295
	Iteration 0F: 3 clusters Score -649158.2 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -650608.687500 Penalty: 2865.477295
	Iteration 1F: 3 clusters Score -650608.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -650788.875000 Penalty: 2865.477295
	Iteration 2F: 3 clusters Score -650788.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -650909.500000 Penalty: 2865.477295
	Iteration 3Q: 3 clusters Score -650909.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -651014.562500 Penalty: 2865.477295
	Iteration 4Q: 3 clusters Score -651014.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -651111.250000 Penalty: 2865.477295
	Iteration 5Q: 3 clusters Score -651111.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -651219.000000 Penalty: 2865.477295
	Iteration 6Q: 3 clusters Score -651219 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -651330.875000 Penalty: 2865.477295
	Iteration 7Q: 3 clusters Score -651330.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -651482.250000 Penalty: 2865.477295
	Iteration 8Q: 3 clusters Score -651482.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -651651.750000 Penalty: 2865.477295
	Iteration 9Q: 3 clusters Score -651651.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -651822.312500 Penalty: 2865.477295
	Iteration 10Q: 3 clusters Score -651822.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -652047.125000 Penalty: 2865.477295
	Iteration 11Q: 3 clusters Score -652047.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -652294.875000 Penalty: 2865.477295
	Iteration 12Q: 3 clusters Score -652294.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -652470.437500 Penalty: 2865.477295
	Iteration 13Q: 3 clusters Score -652470.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -652609.125000 Penalty: 2865.477295
	Iteration 14Q: 3 clusters Score -652609.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -652712.937500 Penalty: 2865.477295
	Iteration 15Q: 3 clusters Score -652712.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -652789.687500 Penalty: 2865.477295
	Iteration 16Q: 3 clusters Score -652789.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -652850.375000 Penalty: 2865.477295
	Iteration 17Q: 3 clusters Score -652850.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -652909.562500 Penalty: 2865.477295
	Iteration 18Q: 3 clusters Score -652909.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -652943.562500 Penalty: 2865.477295
	Iteration 19Q: 3 clusters Score -652943.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -652968.000000 Penalty: 2865.477295
	Iteration 20F: 3 clusters Score -652968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -652987.062500 Penalty: 2865.477295
	Iteration 21Q: 3 clusters Score -652987.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -653000.812500 Penalty: 2865.477295
	Iteration 22Q: 3 clusters Score -653000.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -653009.625000 Penalty: 2865.477295
	Iteration 23Q: 3 clusters Score -653009.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -653015.250000 Penalty: 2865.477295
	Iteration 24Q: 3 clusters Score -653015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -653020.125000 Penalty: 2865.477295
	Iteration 25Q: 3 clusters Score -653020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -653023.625000 Penalty: 2865.477295
	Iteration 26Q: 3 clusters Score -653023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -653024.687500 Penalty: 2865.477295
	Iteration 27Q: 3 clusters Score -653024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -653027.375000 Penalty: 2865.477295
	Iteration 28Q: 3 clusters Score -653027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -653028.125000 Penalty: 2865.477295
	Iteration 29Q: 3 clusters Score -653028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -653028.375000 Penalty: 2865.477295
	Iteration 30Q: 3 clusters Score -653028.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -653028.375000 Penalty: 2865.477295
	Iteration 31F: 3 clusters Score -653028.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -373363.406250 Penalty: 1347.864380
	Iteration 0F: 2 clusters Score -373363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -369982.750000 Penalty: 2695.728760
	Iteration 0F: 3 clusters Score -369982.8 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -370821.968750 Penalty: 2695.728760
	Iteration 1F: 3 clusters Score -370822 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -370999.125000 Penalty: 2695.728760
	Iteration 2F: 3 clusters Score -370999.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -371108.968750 Penalty: 2695.728760
	Iteration 3F: 3 clusters Score -371109 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -371179.812500 Penalty: 2695.728760
	Iteration 4Q: 3 clusters Score -371179.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -371240.625000 Penalty: 2695.728760
	Iteration 5Q: 3 clusters Score -371240.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -371302.250000 Penalty: 2695.728760
	Iteration 6Q: 3 clusters Score -371302.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -371355.437500 Penalty: 2695.728760
	Iteration 7Q: 3 clusters Score -371355.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -371408.000000 Penalty: 2695.728760
	Iteration 8Q: 3 clusters Score -371408 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -371455.687500 Penalty: 2695.728760
	Iteration 9Q: 3 clusters Score -371455.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -371491.218750 Penalty: 2695.728760
	Iteration 10Q: 3 clusters Score -371491.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -371518.281250 Penalty: 2695.728760
	Iteration 11Q: 3 clusters Score -371518.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -371547.875000 Penalty: 2695.728760
	Iteration 12Q: 3 clusters Score -371547.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -371576.781250 Penalty: 2695.728760
	Iteration 13Q: 3 clusters Score -371576.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -371607.500000 Penalty: 2695.728760
	Iteration 14Q: 3 clusters Score -371607.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -371636.468750 Penalty: 2695.728760
	Iteration 15Q: 3 clusters Score -371636.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -371668.500000 Penalty: 2695.728760
	Iteration 16Q: 3 clusters Score -371668.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -371714.906250 Penalty: 2695.728760
	Iteration 17Q: 3 clusters Score -371714.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -371756.562500 Penalty: 2695.728760
	Iteration 18Q: 3 clusters Score -371756.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -371790.750000 Penalty: 2695.728760
	Iteration 19Q: 3 clusters Score -371790.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -371818.937500 Penalty: 2695.728760
	Iteration 20F: 3 clusters Score -371818.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -371845.750000 Penalty: 2695.728760
	Iteration 21Q: 3 clusters Score -371845.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -371868.593750 Penalty: 2695.728760
	Iteration 22Q: 3 clusters Score -371868.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -371885.156250 Penalty: 2695.728760
	Iteration 23Q: 3 clusters Score -371885.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -371901.468750 Penalty: 2695.728760
	Iteration 24Q: 3 clusters Score -371901.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -371914.312500 Penalty: 2695.728760
	Iteration 25Q: 3 clusters Score -371914.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -371927.687500 Penalty: 2695.728760
	Iteration 26Q: 3 clusters Score -371927.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -371943.156250 Penalty: 2695.728760
	Iteration 27Q: 3 clusters Score -371943.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -371960.281250 Penalty: 2695.728760
	Iteration 28Q: 3 clusters Score -371960.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -371980.468750 Penalty: 2695.728760
	Iteration 29Q: 3 clusters Score -371980.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -371999.250000 Penalty: 2695.728760
	Iteration 30Q: 3 clusters Score -371999.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -372017.281250 Penalty: 2695.728760
	Iteration 31Q: 3 clusters Score -372017.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -372040.718750 Penalty: 2695.728760
	Iteration 32Q: 3 clusters Score -372040.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -372054.718750 Penalty: 2695.728760
	Iteration 33Q: 3 clusters Score -372054.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -372077.375000 Penalty: 2695.728760
	Iteration 34Q: 3 clusters Score -372077.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -372097.812500 Penalty: 2695.728760
	Iteration 35Q: 3 clusters Score -372097.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -372111.843750 Penalty: 2695.728760
	Iteration 36Q: 3 clusters Score -372111.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -372128.468750 Penalty: 2695.728760
	Iteration 37Q: 3 clusters Score -372128.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -372140.250000 Penalty: 2695.728760
	Iteration 38Q: 3 clusters Score -372140.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -372162.718750 Penalty: 2695.728760
	Iteration 39Q: 3 clusters Score -372162.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -372181.093750 Penalty: 2695.728760
	Iteration 40F: 3 clusters Score -372181.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -372190.500000 Penalty: 2695.728760
	Iteration 41Q: 3 clusters Score -372190.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -372200.250000 Penalty: 2695.728760
	Iteration 42Q: 3 clusters Score -372200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -372214.031250 Penalty: 2695.728760
	Iteration 43Q: 3 clusters Score -372214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -372225.875000 Penalty: 2695.728760
	Iteration 44Q: 3 clusters Score -372225.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -372246.281250 Penalty: 2695.728760
	Iteration 45Q: 3 clusters Score -372246.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -372266.125000 Penalty: 2695.728760
	Iteration 46Q: 3 clusters Score -372266.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -372280.250000 Penalty: 2695.728760
	Iteration 47Q: 3 clusters Score -372280.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -372290.093750 Penalty: 2695.728760
	Iteration 48Q: 3 clusters Score -372290.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -372302.937500 Penalty: 2695.728760
	Iteration 49Q: 3 clusters Score -372302.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -372320.093750 Penalty: 2695.728760
	Iteration 50Q: 3 clusters Score -372320.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -372350.968750 Penalty: 2695.728760
	Iteration 51Q: 3 clusters Score -372351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -372386.156250 Penalty: 2695.728760
	Iteration 52Q: 3 clusters Score -372386.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -372408.718750 Penalty: 2695.728760
	Iteration 53Q: 3 clusters Score -372408.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -372429.843750 Penalty: 2695.728760
	Iteration 54Q: 3 clusters Score -372429.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -372450.593750 Penalty: 2695.728760
	Iteration 55Q: 3 clusters Score -372450.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -372465.343750 Penalty: 2695.728760
	Iteration 56Q: 3 clusters Score -372465.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -372480.562500 Penalty: 2695.728760
	Iteration 57Q: 3 clusters Score -372480.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -372489.281250 Penalty: 2695.728760
	Iteration 58Q: 3 clusters Score -372489.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -372497.625000 Penalty: 2695.728760
	Iteration 59Q: 3 clusters Score -372497.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -372512.031250 Penalty: 2695.728760
	Iteration 60F: 3 clusters Score -372512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -372521.312500 Penalty: 2695.728760
	Iteration 61Q: 3 clusters Score -372521.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -372524.500000 Penalty: 2695.728760
	Iteration 62Q: 3 clusters Score -372524.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -372526.093750 Penalty: 2695.728760
	Iteration 63Q: 3 clusters Score -372526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -372528.562500 Penalty: 2695.728760
	Iteration 64Q: 3 clusters Score -372528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -372530.156250 Penalty: 2695.728760
	Iteration 65Q: 3 clusters Score -372530.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -372531.312500 Penalty: 2695.728760
	Iteration 66Q: 3 clusters Score -372531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -372534.000000 Penalty: 2695.728760
	Iteration 67Q: 3 clusters Score -372534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -372536.000000 Penalty: 2695.728760
	Iteration 68Q: 3 clusters Score -372536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -372537.468750 Penalty: 2695.728760
	Iteration 69Q: 3 clusters Score -372537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -372538.875000 Penalty: 2695.728760
	Iteration 70Q: 3 clusters Score -372538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -372538.875000 Penalty: 2695.728760
	Iteration 71F: 3 clusters Score -372538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Entering Unmasked Estep 
Score: -9666260.000000 Penalty: 1875.325195
	Iteration 0F: 2 clusters Score -9666260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -9597477.000000 Penalty: 3750.650391
	Iteration 0F: 3 clusters Score -9597477 nChanged 49298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -9626139.000000 Penalty: 3750.650391
	Iteration 1F: 3 clusters Score -9626139 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -9626821.000000 Penalty: 3750.650391
	Iteration 2Q: 3 clusters Score -9626821 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -9627871.000000 Penalty: 3750.650391
	Iteration 3Q: 3 clusters Score -9627871 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -9629483.000000 Penalty: 3750.650391
	Iteration 4Q: 3 clusters Score -9629483 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61843 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -9632149.000000 Penalty: 3750.650391
	Iteration 5Q: 3 clusters Score -9632149 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66348 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -9636168.000000 Penalty: 3750.650391
	Iteration 6F: 3 clusters Score -9636168 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -9642008.000000 Penalty: 3750.650391
	Iteration 7F: 3 clusters Score -9642008 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -9648215.000000 Penalty: 3750.650391
	Iteration 8F: 3 clusters Score -9648215 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79072 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -9652694.000000 Penalty: 3750.650391
	Iteration 9F: 3 clusters Score -9652694 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -9655090.000000 Penalty: 3750.650391
	Iteration 10Q: 3 clusters Score -9655090 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82931 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -9656579.000000 Penalty: 3750.650391
	Iteration 11Q: 3 clusters Score -9656579 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -9657660.000000 Penalty: 3750.650391
	Iteration 12Q: 3 clusters Score -9657660 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85769 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -9658508.000000 Penalty: 3750.650391
	Iteration 13Q: 3 clusters Score -9658508 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86940 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -9659193.000000 Penalty: 3750.650391
	Iteration 14Q: 3 clusters Score -9659193 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87972 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -9659755.000000 Penalty: 3750.650391
	Iteration 15Q: 3 clusters Score -9659755 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -9660160.000000 Penalty: 3750.650391
	Iteration 16Q: 3 clusters Score -9660160 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89761 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -9660540.000000 Penalty: 3750.650391
	Iteration 17Q: 3 clusters Score -9660540 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90632 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -9660862.000000 Penalty: 3750.650391
	Iteration 18Q: 3 clusters Score -9660862 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91430 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -9661178.000000 Penalty: 3750.650391
	Iteration 19Q: 3 clusters Score -9661178 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92232 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -9661421.000000 Penalty: 3750.650391
	Iteration 20F: 3 clusters Score -9661421 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92973 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -9661721.000000 Penalty: 3750.650391
	Iteration 21Q: 3 clusters Score -9661721 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93695 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -9662011.000000 Penalty: 3750.650391
	Iteration 22Q: 3 clusters Score -9662011 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94394 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -9662263.000000 Penalty: 3750.650391
	Iteration 23Q: 3 clusters Score -9662263 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -9662501.000000 Penalty: 3750.650391
	Iteration 24Q: 3 clusters Score -9662501 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95699 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -9662678.000000 Penalty: 3750.650391
	Iteration 25Q: 3 clusters Score -9662678 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -9662912.000000 Penalty: 3750.650391
	Iteration 26Q: 3 clusters Score -9662912 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -9663069.000000 Penalty: 3750.650391
	Iteration 27Q: 3 clusters Score -9663069 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97548 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -9663248.000000 Penalty: 3750.650391
	Iteration 28Q: 3 clusters Score -9663248 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98051 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -9663397.000000 Penalty: 3750.650391
	Iteration 29Q: 3 clusters Score -9663397 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98567 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -9663554.000000 Penalty: 3750.650391
	Iteration 30Q: 3 clusters Score -9663554 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99037 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -9663726.000000 Penalty: 3750.650391
	Iteration 31Q: 3 clusters Score -9663726 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99435 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -9663885.000000 Penalty: 3750.650391
	Iteration 32Q: 3 clusters Score -9663885 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99776 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -9663970.000000 Penalty: 3750.650391
	Iteration 33Q: 3 clusters Score -9663970 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100053 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -9664083.000000 Penalty: 3750.650391
	Iteration 34Q: 3 clusters Score -9664083 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100293 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -9664196.000000 Penalty: 3750.650391
	Iteration 35Q: 3 clusters Score -9664196 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100541 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9664272.000000 Penalty: 3750.650391
	Iteration 36Q: 3 clusters Score -9664272 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100731 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9664298.000000 Penalty: 3750.650391
	Iteration 37Q: 3 clusters Score -9664298 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100912 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9664382.000000 Penalty: 3750.650391
	Iteration 38Q: 3 clusters Score -9664382 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101060 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9664436.000000 Penalty: 3750.650391
	Iteration 39Q: 3 clusters Score -9664436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9664451.000000 Penalty: 3750.650391
	Iteration 40F: 3 clusters Score -9664451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101288 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9664489.000000 Penalty: 3750.650391
	Iteration 41Q: 3 clusters Score -9664489 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101371 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9664501.000000 Penalty: 3750.650391
	Iteration 42Q: 3 clusters Score -9664501 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101448 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9664520.000000 Penalty: 3750.650391
	Iteration 43Q: 3 clusters Score -9664520 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101519 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9664585.000000 Penalty: 3750.650391
	Iteration 44Q: 3 clusters Score -9664585 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101576 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9664618.000000 Penalty: 3750.650391
	Iteration 45Q: 3 clusters Score -9664618 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9664637.000000 Penalty: 3750.650391
	Iteration 46Q: 3 clusters Score -9664637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101693 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -9664657.000000 Penalty: 3750.650391
	Iteration 47Q: 3 clusters Score -9664657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101734 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9664675.000000 Penalty: 3750.650391
	Iteration 48Q: 3 clusters Score -9664675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9664704.000000 Penalty: 3750.650391
	Iteration 49Q: 3 clusters Score -9664704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101794 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9664683.000000 Penalty: 3750.650391
	Iteration 50Q: 3 clusters Score -9664683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9664711.000000 Penalty: 3750.650391
	Iteration 51Q: 3 clusters Score -9664711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101847 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9664717.000000 Penalty: 3750.650391
	Iteration 52Q: 3 clusters Score -9664717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101864 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9664708.000000 Penalty: 3750.650391
	Iteration 53Q: 3 clusters Score -9664708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101878 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9664703.000000 Penalty: 3750.650391
	Iteration 54Q: 3 clusters Score -9664703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101889 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9664704.000000 Penalty: 3750.650391
	Iteration 55Q: 3 clusters Score -9664704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101898 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9664728.000000 Penalty: 3750.650391
	Iteration 56Q: 3 clusters Score -9664728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101908 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -9664720.000000 Penalty: 3750.650391
	Iteration 57Q: 3 clusters Score -9664720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101917 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9664723.000000 Penalty: 3750.650391
	Iteration 58Q: 3 clusters Score -9664723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9664739.000000 Penalty: 3750.650391
	Iteration 59Q: 3 clusters Score -9664739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101940 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9664747.000000 Penalty: 3750.650391
	Iteration 60F: 3 clusters Score -9664747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101951 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9664762.000000 Penalty: 3750.650391
	Iteration 61Q: 3 clusters Score -9664762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101958 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9664747.000000 Penalty: 3750.650391
	Iteration 62Q: 3 clusters Score -9664747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9664753.000000 Penalty: 3750.650391
	Iteration 63Q: 3 clusters Score -9664753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101968 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9664759.000000 Penalty: 3750.650391
	Iteration 64Q: 3 clusters Score -9664759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101974 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9664756.000000 Penalty: 3750.650391
	Iteration 65Q: 3 clusters Score -9664756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9664760.000000 Penalty: 3750.650391
	Iteration 66Q: 3 clusters Score -9664760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9664760.000000 Penalty: 3750.650391
	Iteration 67Q: 3 clusters Score -9664760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101992 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9664746.000000 Penalty: 3750.650391
	Iteration 68Q: 3 clusters Score -9664746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101999 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9664756.000000 Penalty: 3750.650391
	Iteration 69Q: 3 clusters Score -9664756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102006 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9664760.000000 Penalty: 3750.650391
	Iteration 70Q: 3 clusters Score -9664760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102010 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9664764.000000 Penalty: 3750.650391
	Iteration 71Q: 3 clusters Score -9664764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9664768.000000 Penalty: 3750.650391
	Iteration 72Q: 3 clusters Score -9664768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102014 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9664766.000000 Penalty: 3750.650391
	Iteration 73Q: 3 clusters Score -9664766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102018 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9664779.000000 Penalty: 3750.650391
	Iteration 74Q: 3 clusters Score -9664779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102023 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9664775.000000 Penalty: 3750.650391
	Iteration 75Q: 3 clusters Score -9664775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9664786.000000 Penalty: 3750.650391
	Iteration 76Q: 3 clusters Score -9664786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102034 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9664781.000000 Penalty: 3750.650391
	Iteration 77Q: 3 clusters Score -9664781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102036 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9664781.000000 Penalty: 3750.650391
	Iteration 78Q: 3 clusters Score -9664781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102040 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9664783.000000 Penalty: 3750.650391
	Iteration 79Q: 3 clusters Score -9664783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102043 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9664786.000000 Penalty: 3750.650391
	Iteration 80F: 3 clusters Score -9664786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102044 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9664783.000000 Penalty: 3750.650391
	Iteration 81Q: 3 clusters Score -9664783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102044 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9664783.000000 Penalty: 3750.650391
	Iteration 82F: 3 clusters Score -9664783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -101183.562500 Penalty: 1150.230469
	Iteration 0F: 2 clusters Score -101183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -99629.976562 Penalty: 2300.460938
	Iteration 0F: 3 clusters Score -99629.98 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -99938.187500 Penalty: 2300.460938
	Iteration 1F: 3 clusters Score -99938.19 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100044.820312 Penalty: 2300.460938
	Iteration 2F: 3 clusters Score -100044.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -100117.218750 Penalty: 2300.460938
	Iteration 3F: 3 clusters Score -100117.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100215.445312 Penalty: 2300.460938
	Iteration 4Q: 3 clusters Score -100215.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100305.234375 Penalty: 2300.460938
	Iteration 5Q: 3 clusters Score -100305.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100385.492188 Penalty: 2300.460938
	Iteration 6Q: 3 clusters Score -100385.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100441.234375 Penalty: 2300.460938
	Iteration 7Q: 3 clusters Score -100441.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100471.210938 Penalty: 2300.460938
	Iteration 8Q: 3 clusters Score -100471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100486.953125 Penalty: 2300.460938
	Iteration 9Q: 3 clusters Score -100487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -100502.046875 Penalty: 2300.460938
	Iteration 10Q: 3 clusters Score -100502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100518.023438 Penalty: 2300.460938
	Iteration 11Q: 3 clusters Score -100518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100535.171875 Penalty: 2300.460938
	Iteration 12Q: 3 clusters Score -100535.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -100549.562500 Penalty: 2300.460938
	Iteration 13Q: 3 clusters Score -100549.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -100556.320312 Penalty: 2300.460938
	Iteration 14Q: 3 clusters Score -100556.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -100563.265625 Penalty: 2300.460938
	Iteration 15Q: 3 clusters Score -100563.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100568.398438 Penalty: 2300.460938
	Iteration 16Q: 3 clusters Score -100568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -100570.710938 Penalty: 2300.460938
	Iteration 17Q: 3 clusters Score -100570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -100572.312500 Penalty: 2300.460938
	Iteration 18Q: 3 clusters Score -100572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -100574.062500 Penalty: 2300.460938
	Iteration 19Q: 3 clusters Score -100574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100578.640625 Penalty: 2300.460938
	Iteration 20F: 3 clusters Score -100578.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -100586.789062 Penalty: 2300.460938
	Iteration 21Q: 3 clusters Score -100586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -100590.382812 Penalty: 2300.460938
	Iteration 22Q: 3 clusters Score -100590.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -100593.492188 Penalty: 2300.460938
	Iteration 23Q: 3 clusters Score -100593.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -100593.492188 Penalty: 2300.460938
	Iteration 24F: 3 clusters Score -100593.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -59221.488281 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -59221.49 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 351 members 
Entering Unmasked Estep 
Score: -58051.207031 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -58051.21 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58258.113281 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -58258.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58342.257812 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -58342.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58396.984375 Penalty: 2115.349854
	Iteration 3F: 3 clusters Score -58396.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58419.355469 Penalty: 2115.349854
	Iteration 4Q: 3 clusters Score -58419.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58431.792969 Penalty: 2115.349854
	Iteration 5Q: 3 clusters Score -58431.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58436.343750 Penalty: 2115.349854
	Iteration 6Q: 3 clusters Score -58436.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58439.222656 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -58439.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58441.683594 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -58441.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58444.484375 Penalty: 2115.349854
	Iteration 9Q: 3 clusters Score -58444.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58446.289062 Penalty: 2115.349854
	Iteration 10Q: 3 clusters Score -58446.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58446.289062 Penalty: 2115.349854
	Iteration 11F: 3 clusters Score -58446.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Entering Unmasked Estep 
Score: -2413418.500000 Penalty: 1647.695679
	Iteration 0F: 2 clusters Score -2413418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2396083.000000 Penalty: 3295.391357
	Iteration 0F: 3 clusters Score -2396083 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2402858.000000 Penalty: 3295.391357
	Iteration 1F: 3 clusters Score -2402858 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -2403490.500000 Penalty: 3295.391357
	Iteration 2F: 3 clusters Score -2403490 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2404336.500000 Penalty: 3295.391357
	Iteration 3F: 3 clusters Score -2404336 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2405375.500000 Penalty: 3295.391357
	Iteration 4F: 3 clusters Score -2405376 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2406483.750000 Penalty: 3295.391357
	Iteration 5F: 3 clusters Score -2406484 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2407536.000000 Penalty: 3295.391357
	Iteration 6F: 3 clusters Score -2407536 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2408482.500000 Penalty: 3295.391357
	Iteration 7F: 3 clusters Score -2408482 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2409218.750000 Penalty: 3295.391357
	Iteration 8Q: 3 clusters Score -2409219 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2409734.000000 Penalty: 3295.391357
	Iteration 9Q: 3 clusters Score -2409734 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2410096.000000 Penalty: 3295.391357
	Iteration 10Q: 3 clusters Score -2410096 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2410345.000000 Penalty: 3295.391357
	Iteration 11Q: 3 clusters Score -2410345 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2410493.250000 Penalty: 3295.391357
	Iteration 12Q: 3 clusters Score -2410493 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2410592.750000 Penalty: 3295.391357
	Iteration 13Q: 3 clusters Score -2410593 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2410656.500000 Penalty: 3295.391357
	Iteration 14Q: 3 clusters Score -2410656 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2410701.750000 Penalty: 3295.391357
	Iteration 15Q: 3 clusters Score -2410702 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2410709.500000 Penalty: 3295.391357
	Iteration 16Q: 3 clusters Score -2410710 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2410736.750000 Penalty: 3295.391357
	Iteration 17Q: 3 clusters Score -2410737 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2410767.250000 Penalty: 3295.391357
	Iteration 18Q: 3 clusters Score -2410767 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2410777.750000 Penalty: 3295.391357
	Iteration 19Q: 3 clusters Score -2410778 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2410787.250000 Penalty: 3295.391357
	Iteration 20F: 3 clusters Score -2410787 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2410802.000000 Penalty: 3295.391357
	Iteration 21Q: 3 clusters Score -2410802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2410807.250000 Penalty: 3295.391357
	Iteration 22Q: 3 clusters Score -2410807 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2410811 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2410826 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -2410831 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2410854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2410859 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2410863 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2410865 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2410870 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2410866 nChanged 27
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Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2410875 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2410872 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2410876 nChanged 26
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Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2410873 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2410872 nChanged 30
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Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2410882 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2410886 nChanged 34
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Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2410883 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2410886 nChanged 28
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Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2410890 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2410892 nChanged 24
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Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2410892 nChanged 24
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Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2410896 nChanged 36
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Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2410894 nChanged 29
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Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2410896 nChanged 30
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Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2410900 nChanged 29
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Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2410900 nChanged 19
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Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2410903 nChanged 14
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Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2410904 nChanged 11
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Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2410908 nChanged 11
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Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2410914 nChanged 11
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Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 10151 members 
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	Iteration 53Q: 3 clusters Score -2410915 nChanged 19
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Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2410920 nChanged 19
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Mstep: Class 1 contains 15215 members 
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	Iteration 55Q: 3 clusters Score -2410920 nChanged 16
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Mstep: Class 1 contains 15231 members 
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	Iteration 56Q: 3 clusters Score -2410919 nChanged 16
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	Iteration 57Q: 3 clusters Score -2410928 nChanged 17
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Mstep: Class 1 contains 15260 members 
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	Iteration 58Q: 3 clusters Score -2410927 nChanged 17
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2410921 nChanged 11
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Mstep: Class 1 contains 15300 members 
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	Iteration 61Q: 3 clusters Score -2410921 nChanged 12
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2410923 nChanged 10
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Mstep: Class 1 contains 15320 members 
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	Iteration 63Q: 3 clusters Score -2410924 nChanged 10
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Mstep: Class 1 contains 15330 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2410919 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2410923 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2410919 nChanged 9
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Mstep: Class 1 contains 15355 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2410918 nChanged 10
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	Iteration 68Q: 3 clusters Score -2410919 nChanged 7
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -2410915 nChanged 8
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	Iteration 70Q: 3 clusters Score -2410919 nChanged 9
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Mstep: Class 1 contains 15387 members 
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	Iteration 71Q: 3 clusters Score -2410914 nChanged 6
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Mstep: Class 1 contains 15393 members 
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	Iteration 72Q: 3 clusters Score -2410915 nChanged 10
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Mstep: Class 1 contains 15403 members 
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	Iteration 73Q: 3 clusters Score -2410920 nChanged 14
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Mstep: Class 1 contains 15417 members 
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	Iteration 74Q: 3 clusters Score -2410925 nChanged 7
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Mstep: Class 1 contains 15424 members 
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	Iteration 75Q: 3 clusters Score -2410925 nChanged 10
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2410924 nChanged 11
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Mstep: Class 1 contains 15443 members 
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	Iteration 78Q: 3 clusters Score -2410924 nChanged 14
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	Iteration 79Q: 3 clusters Score -2410926 nChanged 15
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Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2410924 nChanged 13
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	Iteration 81Q: 3 clusters Score -2410924 nChanged 11
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Mstep: Class 2 contains 9820 members 
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	Iteration 82Q: 3 clusters Score -2410930 nChanged 17
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Mstep: Class 1 contains 15521 members 
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	Iteration 83Q: 3 clusters Score -2410934 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2410933 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2410932 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 9762 members 
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	Iteration 86Q: 3 clusters Score -2410937 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 9750 members 
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	Iteration 87Q: 3 clusters Score -2410937 nChanged 8
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Mstep: Class 1 contains 15586 members 
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	Iteration 88Q: 3 clusters Score -2410930 nChanged 5
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Mstep: Class 1 contains 15591 members 
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	Iteration 89Q: 3 clusters Score -2410930 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15597 members 
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	Iteration 90Q: 3 clusters Score -2410934 nChanged 9
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Mstep: Class 1 contains 15606 members 
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	Iteration 91Q: 3 clusters Score -2410935 nChanged 11
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Mstep: Class 1 contains 15617 members 
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	Iteration 92Q: 3 clusters Score -2410938 nChanged 12
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Mstep: Class 1 contains 15629 members 
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	Iteration 93Q: 3 clusters Score -2410936 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15640 members 
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	Iteration 94Q: 3 clusters Score -2410937 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15651 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2410934 nChanged 8
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Mstep: Class 1 contains 15659 members 
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	Iteration 96Q: 3 clusters Score -2410932 nChanged 15
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	Iteration 97Q: 3 clusters Score -2410934 nChanged 16
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	Iteration 98Q: 3 clusters Score -2410935 nChanged 20
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	Iteration 99Q: 3 clusters Score -2410932 nChanged 18
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Mstep: Class 1 contains 15714 members 
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	Iteration 100F: 3 clusters Score -2410938 nChanged 18
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	Iteration 101Q: 3 clusters Score -2410939 nChanged 13
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	Iteration 102Q: 3 clusters Score -2410947 nChanged 15
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2410952 nChanged 18
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	Iteration 104Q: 3 clusters Score -2410952 nChanged 13
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Mstep: Class 1 contains 15783 members 
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	Iteration 105Q: 3 clusters Score -2410951 nChanged 16
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	Iteration 106Q: 3 clusters Score -2410950 nChanged 12
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	Iteration 107Q: 3 clusters Score -2410947 nChanged 9
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	Iteration 108Q: 3 clusters Score -2410950 nChanged 4
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	Iteration 109Q: 3 clusters Score -2410948 nChanged 6
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	Iteration 110Q: 3 clusters Score -2410947 nChanged 4
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2410944 nChanged 5
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2410946 nChanged 4
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2410946 nChanged 3
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2410946 nChanged 6
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Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -2410948 nChanged 4
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Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2410946 nChanged 2
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Mstep: Class 2 contains 9466 members 
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Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 9465 members 
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	Iteration 120F: 3 clusters Score -2410949 nChanged 4
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Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 9461 members 
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Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 9452 members 
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Mstep: Class 2 contains 9430 members 
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	Iteration 125Q: 3 clusters Score -2410957 nChanged 6
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9371 members 
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	Iteration 131Q: 3 clusters Score -2410957 nChanged 8
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Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 9327 members 
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Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 9318 members 
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	Iteration 137Q: 3 clusters Score -2410961 nChanged 11
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Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 9309 members 
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Mstep: Class 2 contains 9290 members 
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Mstep: Class 2 contains 9277 members 
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Mstep: Class 2 contains 9192 members 
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	Iteration 160F: 3 clusters Score -2410973 nChanged 11
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Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2411033.750000 Penalty: 3295.391357
	Iteration 208Q: 3 clusters Score -2411034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2411030.250000 Penalty: 3295.391357
	Iteration 209Q: 3 clusters Score -2411030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2411036.000000 Penalty: 3295.391357
	Iteration 210Q: 3 clusters Score -2411036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2411039.000000 Penalty: 3295.391357
	Iteration 211Q: 3 clusters Score -2411039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2411038.250000 Penalty: 3295.391357
	Iteration 212Q: 3 clusters Score -2411038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2411035.000000 Penalty: 3295.391357
	Iteration 213Q: 3 clusters Score -2411035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2411036.750000 Penalty: 3295.391357
	Iteration 214Q: 3 clusters Score -2411037 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2411034.750000 Penalty: 3295.391357
	Iteration 215Q: 3 clusters Score -2411035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2411035.500000 Penalty: 3295.391357
	Iteration 216Q: 3 clusters Score -2411036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2411039.250000 Penalty: 3295.391357
	Iteration 217Q: 3 clusters Score -2411039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2411036.000000 Penalty: 3295.391357
	Iteration 218Q: 3 clusters Score -2411036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2411036.500000 Penalty: 3295.391357
	Iteration 219Q: 3 clusters Score -2411036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2411035.250000 Penalty: 3295.391357
	Iteration 220F: 3 clusters Score -2411035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2411041.000000 Penalty: 3295.391357
	Iteration 221Q: 3 clusters Score -2411041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2411047.000000 Penalty: 3295.391357
	Iteration 222Q: 3 clusters Score -2411047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2411041.750000 Penalty: 3295.391357
	Iteration 223Q: 3 clusters Score -2411042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -2411047.500000 Penalty: 3295.391357
	Iteration 224Q: 3 clusters Score -2411048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2411049.000000 Penalty: 3295.391357
	Iteration 225Q: 3 clusters Score -2411049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2411051.000000 Penalty: 3295.391357
	Iteration 226Q: 3 clusters Score -2411051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2411044.250000 Penalty: 3295.391357
	Iteration 227Q: 3 clusters Score -2411044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2411047.750000 Penalty: 3295.391357
	Iteration 228Q: 3 clusters Score -2411048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2411048.250000 Penalty: 3295.391357
	Iteration 229Q: 3 clusters Score -2411048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2411047.500000 Penalty: 3295.391357
	Iteration 230Q: 3 clusters Score -2411048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2411047.500000 Penalty: 3295.391357
	Iteration 231Q: 3 clusters Score -2411048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2411053.000000 Penalty: 3295.391357
	Iteration 232Q: 3 clusters Score -2411053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2411052.250000 Penalty: 3295.391357
	Iteration 233Q: 3 clusters Score -2411052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2411046.500000 Penalty: 3295.391357
	Iteration 234Q: 3 clusters Score -2411046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2411048.750000 Penalty: 3295.391357
	Iteration 235Q: 3 clusters Score -2411049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2411047.000000 Penalty: 3295.391357
	Iteration 236Q: 3 clusters Score -2411047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2411048.750000 Penalty: 3295.391357
	Iteration 237Q: 3 clusters Score -2411049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2411047.000000 Penalty: 3295.391357
	Iteration 238Q: 3 clusters Score -2411047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2411050.500000 Penalty: 3295.391357
	Iteration 239Q: 3 clusters Score -2411050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2411052.250000 Penalty: 3295.391357
	Iteration 240F: 3 clusters Score -2411052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2411055.250000 Penalty: 3295.391357
	Iteration 241Q: 3 clusters Score -2411055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2411056.250000 Penalty: 3295.391357
	Iteration 242Q: 3 clusters Score -2411056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2411056.250000 Penalty: 3295.391357
	Iteration 243F: 3 clusters Score -2411056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Entering Unmasked Estep 
Score: -389773.031250 Penalty: 1350.402466
	Iteration 0F: 2 clusters Score -389773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -386368.937500 Penalty: 2700.804932
	Iteration 0F: 3 clusters Score -386368.9 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -387226.656250 Penalty: 2700.804932
	Iteration 1F: 3 clusters Score -387226.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -387372.406250 Penalty: 2700.804932
	Iteration 2F: 3 clusters Score -387372.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -387454.500000 Penalty: 2700.804932
	Iteration 3Q: 3 clusters Score -387454.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -387515.250000 Penalty: 2700.804932
	Iteration 4Q: 3 clusters Score -387515.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -387554.375000 Penalty: 2700.804932
	Iteration 5Q: 3 clusters Score -387554.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -387578.750000 Penalty: 2700.804932
	Iteration 6Q: 3 clusters Score -387578.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -387601.500000 Penalty: 2700.804932
	Iteration 7Q: 3 clusters Score -387601.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -387620.187500 Penalty: 2700.804932
	Iteration 8Q: 3 clusters Score -387620.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -387636.437500 Penalty: 2700.804932
	Iteration 9Q: 3 clusters Score -387636.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -387653.250000 Penalty: 2700.804932
	Iteration 10Q: 3 clusters Score -387653.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -387670.406250 Penalty: 2700.804932
	Iteration 11Q: 3 clusters Score -387670.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -387686.562500 Penalty: 2700.804932
	Iteration 12Q: 3 clusters Score -387686.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -387702.531250 Penalty: 2700.804932
	Iteration 13Q: 3 clusters Score -387702.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -387719.531250 Penalty: 2700.804932
	Iteration 14Q: 3 clusters Score -387719.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -387732.406250 Penalty: 2700.804932
	Iteration 15Q: 3 clusters Score -387732.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -387742.468750 Penalty: 2700.804932
	Iteration 16Q: 3 clusters Score -387742.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -387750.812500 Penalty: 2700.804932
	Iteration 17Q: 3 clusters Score -387750.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -387759.531250 Penalty: 2700.804932
	Iteration 18Q: 3 clusters Score -387759.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -387770.031250 Penalty: 2700.804932
	Iteration 19Q: 3 clusters Score -387770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -387776.718750 Penalty: 2700.804932
	Iteration 20F: 3 clusters Score -387776.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -387779.781250 Penalty: 2700.804932
	Iteration 21Q: 3 clusters Score -387779.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -387783.093750 Penalty: 2700.804932
	Iteration 22Q: 3 clusters Score -387783.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -387786.375000 Penalty: 2700.804932
	Iteration 23Q: 3 clusters Score -387786.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -387789.937500 Penalty: 2700.804932
	Iteration 24Q: 3 clusters Score -387789.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -387793.343750 Penalty: 2700.804932
	Iteration 25Q: 3 clusters Score -387793.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -387797.125000 Penalty: 2700.804932
	Iteration 26Q: 3 clusters Score -387797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -387800.718750 Penalty: 2700.804932
	Iteration 27Q: 3 clusters Score -387800.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -387802.750000 Penalty: 2700.804932
	Iteration 28Q: 3 clusters Score -387802.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -387806.968750 Penalty: 2700.804932
	Iteration 29Q: 3 clusters Score -387807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -387813.312500 Penalty: 2700.804932
	Iteration 30Q: 3 clusters Score -387813.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -387821.468750 Penalty: 2700.804932
	Iteration 31Q: 3 clusters Score -387821.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -387828.625000 Penalty: 2700.804932
	Iteration 32Q: 3 clusters Score -387828.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -387835.500000 Penalty: 2700.804932
	Iteration 33Q: 3 clusters Score -387835.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -387842.781250 Penalty: 2700.804932
	Iteration 34Q: 3 clusters Score -387842.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -387852.093750 Penalty: 2700.804932
	Iteration 35Q: 3 clusters Score -387852.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -387860.156250 Penalty: 2700.804932
	Iteration 36Q: 3 clusters Score -387860.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -387870.656250 Penalty: 2700.804932
	Iteration 37Q: 3 clusters Score -387870.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -387882.093750 Penalty: 2700.804932
	Iteration 38Q: 3 clusters Score -387882.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -387894.687500 Penalty: 2700.804932
	Iteration 39Q: 3 clusters Score -387894.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -387908.656250 Penalty: 2700.804932
	Iteration 40F: 3 clusters Score -387908.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -387925.218750 Penalty: 2700.804932
	Iteration 41Q: 3 clusters Score -387925.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -387942.031250 Penalty: 2700.804932
	Iteration 42Q: 3 clusters Score -387942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -387960.281250 Penalty: 2700.804932
	Iteration 43Q: 3 clusters Score -387960.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -387988.906250 Penalty: 2700.804932
	Iteration 44Q: 3 clusters Score -387988.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -388019.218750 Penalty: 2700.804932
	Iteration 45Q: 3 clusters Score -388019.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -388043.968750 Penalty: 2700.804932
	Iteration 46Q: 3 clusters Score -388044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -388070.437500 Penalty: 2700.804932
	Iteration 47Q: 3 clusters Score -388070.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -388102.781250 Penalty: 2700.804932
	Iteration 48Q: 3 clusters Score -388102.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -388132.312500 Penalty: 2700.804932
	Iteration 49Q: 3 clusters Score -388132.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -388167.750000 Penalty: 2700.804932
	Iteration 50Q: 3 clusters Score -388167.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -388211.687500 Penalty: 2700.804932
	Iteration 51Q: 3 clusters Score -388211.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -388247.718750 Penalty: 2700.804932
	Iteration 52Q: 3 clusters Score -388247.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -388295.031250 Penalty: 2700.804932
	Iteration 53Q: 3 clusters Score -388295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -388334.125000 Penalty: 2700.804932
	Iteration 54Q: 3 clusters Score -388334.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -388363.000000 Penalty: 2700.804932
	Iteration 55Q: 3 clusters Score -388363 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -388390.031250 Penalty: 2700.804932
	Iteration 56Q: 3 clusters Score -388390 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -388407.312500 Penalty: 2700.804932
	Iteration 57Q: 3 clusters Score -388407.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -388424.687500 Penalty: 2700.804932
	Iteration 58Q: 3 clusters Score -388424.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -388448.781250 Penalty: 2700.804932
	Iteration 59Q: 3 clusters Score -388448.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -388468.437500 Penalty: 2700.804932
	Iteration 60F: 3 clusters Score -388468.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -388484.281250 Penalty: 2700.804932
	Iteration 61Q: 3 clusters Score -388484.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -388499.562500 Penalty: 2700.804932
	Iteration 62Q: 3 clusters Score -388499.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -388512.531250 Penalty: 2700.804932
	Iteration 63Q: 3 clusters Score -388512.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -388520.187500 Penalty: 2700.804932
	Iteration 64Q: 3 clusters Score -388520.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -388526.343750 Penalty: 2700.804932
	Iteration 65Q: 3 clusters Score -388526.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -388531.093750 Penalty: 2700.804932
	Iteration 66Q: 3 clusters Score -388531.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -388534.812500 Penalty: 2700.804932
	Iteration 67Q: 3 clusters Score -388534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -388536.218750 Penalty: 2700.804932
	Iteration 68Q: 3 clusters Score -388536.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -388539.062500 Penalty: 2700.804932
	Iteration 69Q: 3 clusters Score -388539.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -388540.312500 Penalty: 2700.804932
	Iteration 70Q: 3 clusters Score -388540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -388543.406250 Penalty: 2700.804932
	Iteration 71Q: 3 clusters Score -388543.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -388545.281250 Penalty: 2700.804932
	Iteration 72Q: 3 clusters Score -388545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -388546.968750 Penalty: 2700.804932
	Iteration 73Q: 3 clusters Score -388547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -388549.250000 Penalty: 2700.804932
	Iteration 74Q: 3 clusters Score -388549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -388550.218750 Penalty: 2700.804932
	Iteration 75Q: 3 clusters Score -388550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -388550.625000 Penalty: 2700.804932
	Iteration 76Q: 3 clusters Score -388550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -388550.625000 Penalty: 2700.804932
	Iteration 77Q: 3 clusters Score -388550.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -388552.875000 Penalty: 2700.804932
	Iteration 78Q: 3 clusters Score -388552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -388553.312500 Penalty: 2700.804932
	Iteration 79Q: 3 clusters Score -388553.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -388554.531250 Penalty: 2700.804932
	Iteration 80F: 3 clusters Score -388554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -388554.968750 Penalty: 2700.804932
	Iteration 81Q: 3 clusters Score -388555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -388556.687500 Penalty: 2700.804932
	Iteration 82Q: 3 clusters Score -388556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -388557.406250 Penalty: 2700.804932
	Iteration 83Q: 3 clusters Score -388557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -388557.781250 Penalty: 2700.804932
	Iteration 84Q: 3 clusters Score -388557.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -388558.625000 Penalty: 2700.804932
	Iteration 85Q: 3 clusters Score -388558.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -388558.562500 Penalty: 2700.804932
	Iteration 86Q: 3 clusters Score -388558.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -388558.562500 Penalty: 2700.804932
	Iteration 87F: 3 clusters Score -388558.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Entering Unmasked Estep 
Score: -949313.687500 Penalty: 1501.246704
	Iteration 0F: 2 clusters Score -949313.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -941923.250000 Penalty: 3002.493408
	Iteration 0F: 3 clusters Score -941923.2 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -944271.687500 Penalty: 3002.493408
	Iteration 1F: 3 clusters Score -944271.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -944511.062500 Penalty: 3002.493408
	Iteration 2F: 3 clusters Score -944511.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -944724.125000 Penalty: 3002.493408
	Iteration 3Q: 3 clusters Score -944724.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -944939.187500 Penalty: 3002.493408
	Iteration 4Q: 3 clusters Score -944939.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -945157.687500 Penalty: 3002.493408
	Iteration 5Q: 3 clusters Score -945157.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -945406.187500 Penalty: 3002.493408
	Iteration 6Q: 3 clusters Score -945406.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -945694.812500 Penalty: 3002.493408
	Iteration 7Q: 3 clusters Score -945694.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -946056.000000 Penalty: 3002.493408
	Iteration 8F: 3 clusters Score -946056 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -946479.750000 Penalty: 3002.493408
	Iteration 9F: 3 clusters Score -946479.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -946897.687500 Penalty: 3002.493408
	Iteration 10F: 3 clusters Score -946897.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -947288.062500 Penalty: 3002.493408
	Iteration 11Q: 3 clusters Score -947288.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -947652.625000 Penalty: 3002.493408
	Iteration 12Q: 3 clusters Score -947652.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -947946.187500 Penalty: 3002.493408
	Iteration 13Q: 3 clusters Score -947946.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -948119.312500 Penalty: 3002.493408
	Iteration 14Q: 3 clusters Score -948119.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -948186.875000 Penalty: 3002.493408
	Iteration 15Q: 3 clusters Score -948186.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -948234.500000 Penalty: 3002.493408
	Iteration 16Q: 3 clusters Score -948234.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -948270.875000 Penalty: 3002.493408
	Iteration 17Q: 3 clusters Score -948270.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -948295.687500 Penalty: 3002.493408
	Iteration 18Q: 3 clusters Score -948295.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -948303.375000 Penalty: 3002.493408
	Iteration 19Q: 3 clusters Score -948303.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -948308.500000 Penalty: 3002.493408
	Iteration 20F: 3 clusters Score -948308.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -948315.062500 Penalty: 3002.493408
	Iteration 21Q: 3 clusters Score -948315.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -948322.687500 Penalty: 3002.493408
	Iteration 22Q: 3 clusters Score -948322.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -948324.875000 Penalty: 3002.493408
	Iteration 23Q: 3 clusters Score -948324.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -948328.375000 Penalty: 3002.493408
	Iteration 24Q: 3 clusters Score -948328.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -948331.000000 Penalty: 3002.493408
	Iteration 25Q: 3 clusters Score -948331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -948331.875000 Penalty: 3002.493408
	Iteration 26Q: 3 clusters Score -948331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -948333.062500 Penalty: 3002.493408
	Iteration 27Q: 3 clusters Score -948333.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -948334.312500 Penalty: 3002.493408
	Iteration 28Q: 3 clusters Score -948334.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -948333.750000 Penalty: 3002.493408
	Iteration 29Q: 3 clusters Score -948333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -948335.125000 Penalty: 3002.493408
	Iteration 30Q: 3 clusters Score -948335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -948335.625000 Penalty: 3002.493408
	Iteration 31Q: 3 clusters Score -948335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -948336.812500 Penalty: 3002.493408
	Iteration 32Q: 3 clusters Score -948336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -948335.750000 Penalty: 3002.493408
	Iteration 33Q: 3 clusters Score -948335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -948337.250000 Penalty: 3002.493408
	Iteration 34Q: 3 clusters Score -948337.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -948340.437500 Penalty: 3002.493408
	Iteration 35Q: 3 clusters Score -948340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -948341.437500 Penalty: 3002.493408
	Iteration 36Q: 3 clusters Score -948341.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -948340.437500 Penalty: 3002.493408
	Iteration 37Q: 3 clusters Score -948340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -948340.437500 Penalty: 3002.493408
	Iteration 38F: 3 clusters Score -948340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77760 members 
Entering Unmasked Estep 
Score: -7460408.000000 Penalty: 1829.974609
	Iteration 0F: 2 clusters Score -7460408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -7408258.000000 Penalty: 3659.949219
	Iteration 0F: 3 clusters Score -7408258 nChanged 36775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -7429994.500000 Penalty: 3659.949219
	Iteration 1F: 3 clusters Score -7429994 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -7431018.500000 Penalty: 3659.949219
	Iteration 2Q: 3 clusters Score -7431018 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -7432456.500000 Penalty: 3659.949219
	Iteration 3Q: 3 clusters Score -7432456 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -7434612.500000 Penalty: 3659.949219
	Iteration 4F: 3 clusters Score -7434612 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53724 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -7437756.000000 Penalty: 3659.949219
	Iteration 5F: 3 clusters Score -7437756 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -7442234.500000 Penalty: 3659.949219
	Iteration 6F: 3 clusters Score -7442234 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64894 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -7447355.500000 Penalty: 3659.949219
	Iteration 7F: 3 clusters Score -7447356 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70039 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -7452225.000000 Penalty: 3659.949219
	Iteration 8F: 3 clusters Score -7452225 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -7455487.500000 Penalty: 3659.949219
	Iteration 9Q: 3 clusters Score -7455488 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75798 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7457282.000000 Penalty: 3659.949219
	Iteration 10Q: 3 clusters Score -7457282 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76784 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7458093.000000 Penalty: 3659.949219
	Iteration 11Q: 3 clusters Score -7458093 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7458415.500000 Penalty: 3659.949219
	Iteration 12Q: 3 clusters Score -7458416 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77347 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7458538.000000 Penalty: 3659.949219
	Iteration 13Q: 3 clusters Score -7458538 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77416 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7458619.000000 Penalty: 3659.949219
	Iteration 14Q: 3 clusters Score -7458619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77457 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7458656.500000 Penalty: 3659.949219
	Iteration 15Q: 3 clusters Score -7458656 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77484 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7458703.500000 Penalty: 3659.949219
	Iteration 16Q: 3 clusters Score -7458704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77504 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7458745.000000 Penalty: 3659.949219
	Iteration 17Q: 3 clusters Score -7458745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7458771.000000 Penalty: 3659.949219
	Iteration 18Q: 3 clusters Score -7458771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77506 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7458782.500000 Penalty: 3659.949219
	Iteration 19Q: 3 clusters Score -7458782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7458782.500000 Penalty: 3659.949219
	Iteration 20F: 3 clusters Score -7458782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7458789.500000 Penalty: 3659.949219
	Iteration 21Q: 3 clusters Score -7458790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7458790.500000 Penalty: 3659.949219
	Iteration 22Q: 3 clusters Score -7458790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7458790.500000 Penalty: 3659.949219
	Iteration 23F: 3 clusters Score -7458790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (151976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151976 members 
Entering Unmasked Estep 
Score: -14411818.000000 Penalty: 1938.865112
	Iteration 0F: 2 clusters Score -1.441182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76201 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -14310720.000000 Penalty: 3877.730225
	Iteration 0F: 3 clusters Score -1.431072e+07 nChanged 73543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 69560 members 
Entering Unmasked Estep 
Score: -14355320.000000 Penalty: 3877.730225
	Iteration 1F: 3 clusters Score -1.435532e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86282 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -14357681.000000 Penalty: 3877.730225
	Iteration 2Q: 3 clusters Score -1.435768e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92214 members 
Mstep: Class 2 contains 59762 members 
Entering Unmasked Estep 
Score: -14361692.000000 Penalty: 3877.730225
	Iteration 3F: 3 clusters Score -1.436169e+07 nChanged 10561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100485 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -14368318.000000 Penalty: 3877.730225
	Iteration 4F: 3 clusters Score -1.436832e+07 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110554 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -14377020.000000 Penalty: 3877.730225
	Iteration 5F: 3 clusters Score -1.437702e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120918 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -14386353.000000 Penalty: 3877.730225
	Iteration 6F: 3 clusters Score -1.438635e+07 nChanged 9941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130057 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -14394109.000000 Penalty: 3877.730225
	Iteration 7F: 3 clusters Score -1.439411e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137123 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -14399615.000000 Penalty: 3877.730225
	Iteration 8Q: 3 clusters Score -1.439962e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142404 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -14403483.000000 Penalty: 3877.730225
	Iteration 9Q: 3 clusters Score -1.440348e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146274 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -14406335.000000 Penalty: 3877.730225
	Iteration 10Q: 3 clusters Score -1.440634e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148765 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -14408035.000000 Penalty: 3877.730225
	Iteration 11Q: 3 clusters Score -1.440804e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150218 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -14409076.000000 Penalty: 3877.730225
	Iteration 12Q: 3 clusters Score -1.440908e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150946 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -14409747.000000 Penalty: 3877.730225
	Iteration 13Q: 3 clusters Score -1.440975e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151265 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14410044.000000 Penalty: 3877.730225
	Iteration 14Q: 3 clusters Score -1.441004e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -14410187.000000 Penalty: 3877.730225
	Iteration 15Q: 3 clusters Score -1.441019e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151440 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -14410266.000000 Penalty: 3877.730225
	Iteration 16Q: 3 clusters Score -1.441027e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151455 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -14410301.000000 Penalty: 3877.730225
	Iteration 17Q: 3 clusters Score -1.44103e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151463 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -14410322.000000 Penalty: 3877.730225
	Iteration 18Q: 3 clusters Score -1.441032e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151464 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14410369.000000 Penalty: 3877.730225
	Iteration 19Q: 3 clusters Score -1.441037e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -14410399.000000 Penalty: 3877.730225
	Iteration 20F: 3 clusters Score -1.44104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151480 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -14410410.000000 Penalty: 3877.730225
	Iteration 21Q: 3 clusters Score -1.441041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151481 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -14410432.000000 Penalty: 3877.730225
	Iteration 22Q: 3 clusters Score -1.441043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151482 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -14410452.000000 Penalty: 3877.730225
	Iteration 23Q: 3 clusters Score -1.441045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151492 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -14410474.000000 Penalty: 3877.730225
	Iteration 24Q: 3 clusters Score -1.441047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151490 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -14410484.000000 Penalty: 3877.730225
	Iteration 25Q: 3 clusters Score -1.441048e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151488 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14410515.000000 Penalty: 3877.730225
	Iteration 26Q: 3 clusters Score -1.441052e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151489 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -14410530.000000 Penalty: 3877.730225
	Iteration 27Q: 3 clusters Score -1.441053e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -14410541.000000 Penalty: 3877.730225
	Iteration 28Q: 3 clusters Score -1.441054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151507 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -14410559.000000 Penalty: 3877.730225
	Iteration 29Q: 3 clusters Score -1.441056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151517 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -14410584.000000 Penalty: 3877.730225
	Iteration 30Q: 3 clusters Score -1.441058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151517 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -14410592.000000 Penalty: 3877.730225
	Iteration 31Q: 3 clusters Score -1.441059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151515 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -14410606.000000 Penalty: 3877.730225
	Iteration 32Q: 3 clusters Score -1.441061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -14410605.000000 Penalty: 3877.730225
	Iteration 33Q: 3 clusters Score -1.44106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151514 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -14410605.000000 Penalty: 3877.730225
	Iteration 34F: 3 clusters Score -1.44106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -311791.812500 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -311791.8 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 1715 members 
Entering Unmasked Estep 
Score: -308825.125000 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -308825.1 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -309633.125000 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -309633.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -309851.375000 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -309851.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -310088.406250 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -310088.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -310306.500000 Penalty: 2640.445312
	Iteration 4F: 3 clusters Score -310306.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -310517.812500 Penalty: 2640.445312
	Iteration 5F: 3 clusters Score -310517.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -310672.031250 Penalty: 2640.445312
	Iteration 6F: 3 clusters Score -310672 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -310785.156250 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -310785.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -310869.250000 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -310869.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -310929.500000 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -310929.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -310963.125000 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -310963.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -310984.312500 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -310984.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -310996.687500 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -310996.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -311009.687500 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -311009.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -311019.843750 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -311019.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -311025.687500 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -311025.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -311030.031250 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -311030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -311034.281250 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -311034.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -311041.437500 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -311041.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -311048.843750 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -311048.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -311055.656250 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -311055.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -311060.968750 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -311061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -311068.843750 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -311068.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -311074.968750 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -311075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -311083.281250 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -311083.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -311094.562500 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -311094.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -311108.437500 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -311108.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -311117.593750 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -311117.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -311125.500000 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -311125.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -311133.406250 Penalty: 2640.445312
	Iteration 29Q: 3 clusters Score -311133.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -311142.187500 Penalty: 2640.445312
	Iteration 30Q: 3 clusters Score -311142.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -311148.250000 Penalty: 2640.445312
	Iteration 31Q: 3 clusters Score -311148.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -311153.500000 Penalty: 2640.445312
	Iteration 32Q: 3 clusters Score -311153.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -311158.562500 Penalty: 2640.445312
	Iteration 33Q: 3 clusters Score -311158.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -311164.656250 Penalty: 2640.445312
	Iteration 34Q: 3 clusters Score -311164.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -311168.187500 Penalty: 2640.445312
	Iteration 35Q: 3 clusters Score -311168.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -311170.531250 Penalty: 2640.445312
	Iteration 36Q: 3 clusters Score -311170.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -311173.687500 Penalty: 2640.445312
	Iteration 37Q: 3 clusters Score -311173.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -311180.000000 Penalty: 2640.445312
	Iteration 38Q: 3 clusters Score -311180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -311187.000000 Penalty: 2640.445312
	Iteration 39Q: 3 clusters Score -311187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -311189.406250 Penalty: 2640.445312
	Iteration 40F: 3 clusters Score -311189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -311191.750000 Penalty: 2640.445312
	Iteration 41Q: 3 clusters Score -311191.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -311193.593750 Penalty: 2640.445312
	Iteration 42Q: 3 clusters Score -311193.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -311198.312500 Penalty: 2640.445312
	Iteration 43Q: 3 clusters Score -311198.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -311201.468750 Penalty: 2640.445312
	Iteration 44Q: 3 clusters Score -311201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -311205.000000 Penalty: 2640.445312
	Iteration 45Q: 3 clusters Score -311205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -311207.625000 Penalty: 2640.445312
	Iteration 46Q: 3 clusters Score -311207.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -311210.093750 Penalty: 2640.445312
	Iteration 47Q: 3 clusters Score -311210.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -311214.687500 Penalty: 2640.445312
	Iteration 48Q: 3 clusters Score -311214.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -311216.500000 Penalty: 2640.445312
	Iteration 49Q: 3 clusters Score -311216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -311217.187500 Penalty: 2640.445312
	Iteration 50Q: 3 clusters Score -311217.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -311217.187500 Penalty: 2640.445312
	Iteration 51F: 3 clusters Score -311217.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -483541.812500 Penalty: 1383.261963
	Iteration 0F: 2 clusters Score -483541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -479580.906250 Penalty: 2766.523926
	Iteration 0F: 3 clusters Score -479580.9 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -480643.062500 Penalty: 2766.523926
	Iteration 1F: 3 clusters Score -480643.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -480800.906250 Penalty: 2766.523926
	Iteration 2F: 3 clusters Score -480800.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -480896.687500 Penalty: 2766.523926
	Iteration 3Q: 3 clusters Score -480896.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -480964.531250 Penalty: 2766.523926
	Iteration 4Q: 3 clusters Score -480964.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -481016.187500 Penalty: 2766.523926
	Iteration 5Q: 3 clusters Score -481016.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -481063.562500 Penalty: 2766.523926
	Iteration 6Q: 3 clusters Score -481063.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -481128.625000 Penalty: 2766.523926
	Iteration 7Q: 3 clusters Score -481128.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -481193.625000 Penalty: 2766.523926
	Iteration 8Q: 3 clusters Score -481193.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -481253.031250 Penalty: 2766.523926
	Iteration 9Q: 3 clusters Score -481253 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -481309.375000 Penalty: 2766.523926
	Iteration 10Q: 3 clusters Score -481309.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -481370.750000 Penalty: 2766.523926
	Iteration 11Q: 3 clusters Score -481370.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -481426.593750 Penalty: 2766.523926
	Iteration 12Q: 3 clusters Score -481426.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -481483.968750 Penalty: 2766.523926
	Iteration 13Q: 3 clusters Score -481484 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -481541.531250 Penalty: 2766.523926
	Iteration 14Q: 3 clusters Score -481541.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -481606.343750 Penalty: 2766.523926
	Iteration 15Q: 3 clusters Score -481606.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -481679.812500 Penalty: 2766.523926
	Iteration 16Q: 3 clusters Score -481679.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -481735.500000 Penalty: 2766.523926
	Iteration 17Q: 3 clusters Score -481735.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -481793.062500 Penalty: 2766.523926
	Iteration 18Q: 3 clusters Score -481793.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -481852.843750 Penalty: 2766.523926
	Iteration 19Q: 3 clusters Score -481852.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -481909.156250 Penalty: 2766.523926
	Iteration 20F: 3 clusters Score -481909.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -481956.375000 Penalty: 2766.523926
	Iteration 21Q: 3 clusters Score -481956.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -481989.156250 Penalty: 2766.523926
	Iteration 22Q: 3 clusters Score -481989.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -482013.406250 Penalty: 2766.523926
	Iteration 23Q: 3 clusters Score -482013.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -482032.781250 Penalty: 2766.523926
	Iteration 24Q: 3 clusters Score -482032.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -482048.343750 Penalty: 2766.523926
	Iteration 25Q: 3 clusters Score -482048.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -482060.843750 Penalty: 2766.523926
	Iteration 26Q: 3 clusters Score -482060.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -482071.500000 Penalty: 2766.523926
	Iteration 27Q: 3 clusters Score -482071.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -482079.687500 Penalty: 2766.523926
	Iteration 28Q: 3 clusters Score -482079.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -482092.000000 Penalty: 2766.523926
	Iteration 29Q: 3 clusters Score -482092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -482104.218750 Penalty: 2766.523926
	Iteration 30Q: 3 clusters Score -482104.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -482110.625000 Penalty: 2766.523926
	Iteration 31Q: 3 clusters Score -482110.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -482118.125000 Penalty: 2766.523926
	Iteration 32Q: 3 clusters Score -482118.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -482124.218750 Penalty: 2766.523926
	Iteration 33Q: 3 clusters Score -482124.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -482131.062500 Penalty: 2766.523926
	Iteration 34Q: 3 clusters Score -482131.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -482135.656250 Penalty: 2766.523926
	Iteration 35Q: 3 clusters Score -482135.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -482137.468750 Penalty: 2766.523926
	Iteration 36Q: 3 clusters Score -482137.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -482139.250000 Penalty: 2766.523926
	Iteration 37Q: 3 clusters Score -482139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -482141.687500 Penalty: 2766.523926
	Iteration 38Q: 3 clusters Score -482141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -482144.500000 Penalty: 2766.523926
	Iteration 39Q: 3 clusters Score -482144.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -482147.656250 Penalty: 2766.523926
	Iteration 40F: 3 clusters Score -482147.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -482151.031250 Penalty: 2766.523926
	Iteration 41Q: 3 clusters Score -482151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -482152.000000 Penalty: 2766.523926
	Iteration 42Q: 3 clusters Score -482152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -482154.125000 Penalty: 2766.523926
	Iteration 43Q: 3 clusters Score -482154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -482156.156250 Penalty: 2766.523926
	Iteration 44Q: 3 clusters Score -482156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -482158.406250 Penalty: 2766.523926
	Iteration 45Q: 3 clusters Score -482158.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -482161.031250 Penalty: 2766.523926
	Iteration 46Q: 3 clusters Score -482161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -482162.843750 Penalty: 2766.523926
	Iteration 47Q: 3 clusters Score -482162.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -482163.906250 Penalty: 2766.523926
	Iteration 48Q: 3 clusters Score -482163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -482165.312500 Penalty: 2766.523926
	Iteration 49Q: 3 clusters Score -482165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -482166.125000 Penalty: 2766.523926
	Iteration 50Q: 3 clusters Score -482166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -482166.593750 Penalty: 2766.523926
	Iteration 51Q: 3 clusters Score -482166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -482167.031250 Penalty: 2766.523926
	Iteration 52Q: 3 clusters Score -482167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -482167.406250 Penalty: 2766.523926
	Iteration 53Q: 3 clusters Score -482167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -482168.250000 Penalty: 2766.523926
	Iteration 54Q: 3 clusters Score -482168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -482168.562500 Penalty: 2766.523926
	Iteration 55Q: 3 clusters Score -482168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -482168.968750 Penalty: 2766.523926
	Iteration 56Q: 3 clusters Score -482169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -482170.312500 Penalty: 2766.523926
	Iteration 57Q: 3 clusters Score -482170.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -482172.093750 Penalty: 2766.523926
	Iteration 58Q: 3 clusters Score -482172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -482173.750000 Penalty: 2766.523926
	Iteration 59Q: 3 clusters Score -482173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -482176.375000 Penalty: 2766.523926
	Iteration 60F: 3 clusters Score -482176.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -482177.968750 Penalty: 2766.523926
	Iteration 61Q: 3 clusters Score -482178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -482180.968750 Penalty: 2766.523926
	Iteration 62Q: 3 clusters Score -482181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -482184.000000 Penalty: 2766.523926
	Iteration 63Q: 3 clusters Score -482184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -482187.031250 Penalty: 2766.523926
	Iteration 64Q: 3 clusters Score -482187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -482190.062500 Penalty: 2766.523926
	Iteration 65Q: 3 clusters Score -482190.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -482192.468750 Penalty: 2766.523926
	Iteration 66Q: 3 clusters Score -482192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -482194.093750 Penalty: 2766.523926
	Iteration 67Q: 3 clusters Score -482194.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -482194.437500 Penalty: 2766.523926
	Iteration 68Q: 3 clusters Score -482194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -482194.500000 Penalty: 2766.523926
	Iteration 69Q: 3 clusters Score -482194.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -482194.687500 Penalty: 2766.523926
	Iteration 70Q: 3 clusters Score -482194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -482195.156250 Penalty: 2766.523926
	Iteration 71Q: 3 clusters Score -482195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -482195.656250 Penalty: 2766.523926
	Iteration 72Q: 3 clusters Score -482195.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -482195.656250 Penalty: 2766.523926
	Iteration 73F: 3 clusters Score -482195.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -305612.406250 Penalty: 1312.383179
	Iteration 0F: 2 clusters Score -305612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -302759.125000 Penalty: 2624.766357
	Iteration 0F: 3 clusters Score -302759.1 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -303418.718750 Penalty: 2624.766357
	Iteration 1F: 3 clusters Score -303418.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -303563.312500 Penalty: 2624.766357
	Iteration 2F: 3 clusters Score -303563.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -303649.406250 Penalty: 2624.766357
	Iteration 3F: 3 clusters Score -303649.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -303706.843750 Penalty: 2624.766357
	Iteration 4Q: 3 clusters Score -303706.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -303755.281250 Penalty: 2624.766357
	Iteration 5Q: 3 clusters Score -303755.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -303798.062500 Penalty: 2624.766357
	Iteration 6Q: 3 clusters Score -303798.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -303837.250000 Penalty: 2624.766357
	Iteration 7Q: 3 clusters Score -303837.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -303872.218750 Penalty: 2624.766357
	Iteration 8Q: 3 clusters Score -303872.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -303904.500000 Penalty: 2624.766357
	Iteration 9Q: 3 clusters Score -303904.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -303932.281250 Penalty: 2624.766357
	Iteration 10Q: 3 clusters Score -303932.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -303957.125000 Penalty: 2624.766357
	Iteration 11Q: 3 clusters Score -303957.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -303988.625000 Penalty: 2624.766357
	Iteration 12Q: 3 clusters Score -303988.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -304024.375000 Penalty: 2624.766357
	Iteration 13Q: 3 clusters Score -304024.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -304058.062500 Penalty: 2624.766357
	Iteration 14Q: 3 clusters Score -304058.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -304091.687500 Penalty: 2624.766357
	Iteration 15Q: 3 clusters Score -304091.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -304125.937500 Penalty: 2624.766357
	Iteration 16Q: 3 clusters Score -304125.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -304160.000000 Penalty: 2624.766357
	Iteration 17Q: 3 clusters Score -304160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -304184.625000 Penalty: 2624.766357
	Iteration 18Q: 3 clusters Score -304184.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -304207.312500 Penalty: 2624.766357
	Iteration 19Q: 3 clusters Score -304207.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -304236.031250 Penalty: 2624.766357
	Iteration 20F: 3 clusters Score -304236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -304264.000000 Penalty: 2624.766357
	Iteration 21Q: 3 clusters Score -304264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -304291.312500 Penalty: 2624.766357
	Iteration 22Q: 3 clusters Score -304291.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -304314.406250 Penalty: 2624.766357
	Iteration 23Q: 3 clusters Score -304314.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -304335.937500 Penalty: 2624.766357
	Iteration 24Q: 3 clusters Score -304335.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -304361.406250 Penalty: 2624.766357
	Iteration 25Q: 3 clusters Score -304361.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -304384.875000 Penalty: 2624.766357
	Iteration 26Q: 3 clusters Score -304384.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -304407.906250 Penalty: 2624.766357
	Iteration 27Q: 3 clusters Score -304407.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -304434.000000 Penalty: 2624.766357
	Iteration 28Q: 3 clusters Score -304434 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -304461.593750 Penalty: 2624.766357
	Iteration 29Q: 3 clusters Score -304461.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -304486.750000 Penalty: 2624.766357
	Iteration 30Q: 3 clusters Score -304486.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -304498.562500 Penalty: 2624.766357
	Iteration 31Q: 3 clusters Score -304498.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -304508.468750 Penalty: 2624.766357
	Iteration 32Q: 3 clusters Score -304508.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -304516.312500 Penalty: 2624.766357
	Iteration 33Q: 3 clusters Score -304516.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -304520.968750 Penalty: 2624.766357
	Iteration 34Q: 3 clusters Score -304521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -304523.750000 Penalty: 2624.766357
	Iteration 35Q: 3 clusters Score -304523.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -304525.906250 Penalty: 2624.766357
	Iteration 36Q: 3 clusters Score -304525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -304526.062500 Penalty: 2624.766357
	Iteration 37Q: 3 clusters Score -304526.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -304526.468750 Penalty: 2624.766357
	Iteration 38Q: 3 clusters Score -304526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -304529.031250 Penalty: 2624.766357
	Iteration 39Q: 3 clusters Score -304529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -304531.250000 Penalty: 2624.766357
	Iteration 40F: 3 clusters Score -304531.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -304533.062500 Penalty: 2624.766357
	Iteration 41Q: 3 clusters Score -304533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -304533.312500 Penalty: 2624.766357
	Iteration 42Q: 3 clusters Score -304533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -304535.343750 Penalty: 2624.766357
	Iteration 43Q: 3 clusters Score -304535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -304535.437500 Penalty: 2624.766357
	Iteration 44Q: 3 clusters Score -304535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -304535.562500 Penalty: 2624.766357
	Iteration 45Q: 3 clusters Score -304535.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -304536.468750 Penalty: 2624.766357
	Iteration 46Q: 3 clusters Score -304536.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -304536.750000 Penalty: 2624.766357
	Iteration 47Q: 3 clusters Score -304536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -304536.750000 Penalty: 2624.766357
	Iteration 48F: 3 clusters Score -304536.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30416 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107320 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10285 members 
Mstep: Class 17 contains 77760 members 
Mstep: Class 18 contains 151976 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386000.000000 Penalty: 45213.089844
Iteration 119Q: 22 clusters Score -5.2386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30416 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107321 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 77760 members 
Mstep: Class 18 contains 151975 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 4977 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386008.000000 Penalty: 45213.089844
Iteration 120F: 22 clusters Score -5.238601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30416 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107320 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 77759 members 
Mstep: Class 18 contains 151975 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 4979 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386000.000000 Penalty: 45213.089844
Iteration 121Q: 22 clusters Score -5.2386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30417 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107318 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 151975 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 4981 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385984.000000 Penalty: 45213.089844
Iteration 122Q: 22 clusters Score -5.238598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30417 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107317 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 151975 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 4981 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385988.000000 Penalty: 45213.089844
Iteration 123Q: 22 clusters Score -5.238599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30417 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107315 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 6749 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 151975 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 4982 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385980.000000 Penalty: 45213.089844
Iteration 124Q: 22 clusters Score -5.238598e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30417 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107315 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 151975 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385980.000000 Penalty: 45213.089844
Iteration 125Q: 22 clusters Score -5.238598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 30417 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107315 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 151975 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385980.000000 Penalty: 45213.089844
Iteration 126F: 22 clusters Score -5.238598e+07 nChanged 0
Entering ConstructFrom: 
Score: -52385980.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -180638.984375 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -180639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -178489.375000 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -178489.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -179002.671875 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -179002.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -179112.984375 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -179113 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -179174.375000 Penalty: 2484.443115
	Iteration 3Q: 3 clusters Score -179174.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -179201.640625 Penalty: 2484.443115
	Iteration 4Q: 3 clusters Score -179201.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -179221.421875 Penalty: 2484.443115
	Iteration 5Q: 3 clusters Score -179221.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -179244.437500 Penalty: 2484.443115
	Iteration 6Q: 3 clusters Score -179244.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -179272.984375 Penalty: 2484.443115
	Iteration 7Q: 3 clusters Score -179273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -179292.546875 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -179292.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -179306.343750 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -179306.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -179317.093750 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -179317.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -179323.000000 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -179323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -179328.281250 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -179328.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -179334.609375 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -179334.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -179341.078125 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -179341.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -179352.968750 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -179353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -179361.437500 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -179361.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -179369.937500 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -179369.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -179379.453125 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -179379.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -179387.453125 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -179387.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -179394.265625 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -179394.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -179397.625000 Penalty: 2484.443115
	Iteration 21Q: 3 clusters Score -179397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -179401.218750 Penalty: 2484.443115
	Iteration 22Q: 3 clusters Score -179401.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -179403.203125 Penalty: 2484.443115
	Iteration 23Q: 3 clusters Score -179403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -179406.062500 Penalty: 2484.443115
	Iteration 24Q: 3 clusters Score -179406.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -179410.343750 Penalty: 2484.443115
	Iteration 25Q: 3 clusters Score -179410.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -179413.609375 Penalty: 2484.443115
	Iteration 26Q: 3 clusters Score -179413.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -179418.156250 Penalty: 2484.443115
	Iteration 27Q: 3 clusters Score -179418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -179420.671875 Penalty: 2484.443115
	Iteration 28Q: 3 clusters Score -179420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -179423.375000 Penalty: 2484.443115
	Iteration 29Q: 3 clusters Score -179423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -179426.375000 Penalty: 2484.443115
	Iteration 30Q: 3 clusters Score -179426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -179428.171875 Penalty: 2484.443115
	Iteration 31Q: 3 clusters Score -179428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -179428.484375 Penalty: 2484.443115
	Iteration 32Q: 3 clusters Score -179428.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -179429.687500 Penalty: 2484.443115
	Iteration 33Q: 3 clusters Score -179429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -179430.406250 Penalty: 2484.443115
	Iteration 34Q: 3 clusters Score -179430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -179430.406250 Penalty: 2484.443115
	Iteration 35F: 3 clusters Score -179430.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Entering Unmasked Estep 
Score: -2920864.500000 Penalty: 1677.447998
	Iteration 0F: 2 clusters Score -2920864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2900343.750000 Penalty: 3354.895996
	Iteration 0F: 3 clusters Score -2900344 nChanged 13999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -2908222.000000 Penalty: 3354.895996
	Iteration 1F: 3 clusters Score -2908222 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2908651.250000 Penalty: 3354.895996
	Iteration 2Q: 3 clusters Score -2908651 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2909119.250000 Penalty: 3354.895996
	Iteration 3Q: 3 clusters Score -2909119 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2909634.750000 Penalty: 3354.895996
	Iteration 4Q: 3 clusters Score -2909635 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2910249.250000 Penalty: 3354.895996
	Iteration 5Q: 3 clusters Score -2910249 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2910911.000000 Penalty: 3354.895996
	Iteration 6Q: 3 clusters Score -2910911 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2911754.000000 Penalty: 3354.895996
	Iteration 7Q: 3 clusters Score -2911754 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2912704.750000 Penalty: 3354.895996
	Iteration 8F: 3 clusters Score -2912705 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2913692.000000 Penalty: 3354.895996
	Iteration 9F: 3 clusters Score -2913692 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2914578.500000 Penalty: 3354.895996
	Iteration 10Q: 3 clusters Score -2914578 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2915208.000000 Penalty: 3354.895996
	Iteration 11Q: 3 clusters Score -2915208 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2915601.000000 Penalty: 3354.895996
	Iteration 12Q: 3 clusters Score -2915601 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2915846.750000 Penalty: 3354.895996
	Iteration 13Q: 3 clusters Score -2915847 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2916015.750000 Penalty: 3354.895996
	Iteration 14Q: 3 clusters Score -2916016 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2916141.000000 Penalty: 3354.895996
	Iteration 15Q: 3 clusters Score -2916141 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2916265.500000 Penalty: 3354.895996
	Iteration 16Q: 3 clusters Score -2916266 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2916407.250000 Penalty: 3354.895996
	Iteration 17Q: 3 clusters Score -2916407 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2916565.750000 Penalty: 3354.895996
	Iteration 18Q: 3 clusters Score -2916566 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2916721.250000 Penalty: 3354.895996
	Iteration 19Q: 3 clusters Score -2916721 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -2916943.750000 Penalty: 3354.895996
	Iteration 20F: 3 clusters Score -2916944 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -2917219.000000 Penalty: 3354.895996
	Iteration 21Q: 3 clusters Score -2917219 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2917592.750000 Penalty: 3354.895996
	Iteration 22Q: 3 clusters Score -2917593 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -2918123.750000 Penalty: 3354.895996
	Iteration 23Q: 3 clusters Score -2918124 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -2918754.250000 Penalty: 3354.895996
	Iteration 24Q: 3 clusters Score -2918754 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2919494.750000 Penalty: 3354.895996
	Iteration 25Q: 3 clusters Score -2919495 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -2920215.250000 Penalty: 3354.895996
	Iteration 26Q: 3 clusters Score -2920215 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -2920649.250000 Penalty: 3354.895996
	Iteration 27Q: 3 clusters Score -2920649 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -2920844.000000 Penalty: 3354.895996
	Iteration 28Q: 3 clusters Score -2920844 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2920952.000000 Penalty: 3354.895996
	Iteration 29Q: 3 clusters Score -2920952 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2920964.500000 Penalty: 3354.895996
	Iteration 30Q: 3 clusters Score -2920964 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -2920985.750000 Penalty: 3354.895996
	Iteration 31Q: 3 clusters Score -2920986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2920988.000000 Penalty: 3354.895996
	Iteration 32Q: 3 clusters Score -2920988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -2920987.500000 Penalty: 3354.895996
	Iteration 33Q: 3 clusters Score -2920988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2920989.750000 Penalty: 3354.895996
	Iteration 34Q: 3 clusters Score -2920990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2920994.750000 Penalty: 3354.895996
	Iteration 35Q: 3 clusters Score -2920995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2920992.500000 Penalty: 3354.895996
	Iteration 36Q: 3 clusters Score -2920992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2920989.750000 Penalty: 3354.895996
	Iteration 37Q: 3 clusters Score -2920990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2921042.750000 Penalty: 3354.895996
	Iteration 38F: 3 clusters Score -2921043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -2921059.000000 Penalty: 3354.895996
	Iteration 39Q: 3 clusters Score -2921059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -2921068.750000 Penalty: 3354.895996
	Iteration 40F: 3 clusters Score -2921069 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -2921064.750000 Penalty: 3354.895996
	Iteration 41Q: 3 clusters Score -2921065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2921063.750000 Penalty: 3354.895996
	Iteration 42Q: 3 clusters Score -2921064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2921066.000000 Penalty: 3354.895996
	Iteration 43Q: 3 clusters Score -2921066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2921072.500000 Penalty: 3354.895996
	Iteration 44Q: 3 clusters Score -2921072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2921073.000000 Penalty: 3354.895996
	Iteration 45Q: 3 clusters Score -2921073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -2921069.750000 Penalty: 3354.895996
	Iteration 46Q: 3 clusters Score -2921070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2921075.000000 Penalty: 3354.895996
	Iteration 47Q: 3 clusters Score -2921075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2921075.000000 Penalty: 3354.895996
	Iteration 48F: 3 clusters Score -2921075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7203 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 6705 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 3188 members 
Mstep: Class 7 contains 107315 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 10 contains 4002 members 
Mstep: Class 11 contains 102792 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 671 members 
Mstep: Class 14 contains 25328 members 
Mstep: Class 15 contains 4065 members 
Mstep: Class 16 contains 10284 members 
Mstep: Class 17 contains 77758 members 
Mstep: Class 18 contains 151975 members 
Mstep: Class 19 contains 3376 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 3217 members 
Mstep: Class 22 contains 23214 members 
Entering Unmasked Estep 
Score: -52385768.000000 Penalty: 47366.093750
Splitting cluster 2 changes total score from -52385980.000000 to -52385768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (8709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Entering Unmasked Estep 
Score: -784668.812500 Penalty: 1474.218262
	Iteration 0F: 2 clusters Score -784668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -778383.937500 Penalty: 2948.436523
	Iteration 0F: 3 clusters Score -778383.9 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -780388.375000 Penalty: 2948.436523
	Iteration 1F: 3 clusters Score -780388.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -780676.750000 Penalty: 2948.436523
	Iteration 2F: 3 clusters Score -780676.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -780991.125000 Penalty: 2948.436523
	Iteration 3F: 3 clusters Score -780991.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -781322.625000 Penalty: 2948.436523
	Iteration 4F: 3 clusters Score -781322.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -781696.687500 Penalty: 2948.436523
	Iteration 5F: 3 clusters Score -781696.7 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -782104.937500 Penalty: 2948.436523
	Iteration 6F: 3 clusters Score -782104.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -782536.625000 Penalty: 2948.436523
	Iteration 7F: 3 clusters Score -782536.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -783003.312500 Penalty: 2948.436523
	Iteration 8F: 3 clusters Score -783003.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -783441.812500 Penalty: 2948.436523
	Iteration 9F: 3 clusters Score -783441.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -783762.375000 Penalty: 2948.436523
	Iteration 10Q: 3 clusters Score -783762.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -783971.750000 Penalty: 2948.436523
	Iteration 11Q: 3 clusters Score -783971.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -784107.062500 Penalty: 2948.436523
	Iteration 12Q: 3 clusters Score -784107.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -784214.187500 Penalty: 2948.436523
	Iteration 13Q: 3 clusters Score -784214.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -784275.812500 Penalty: 2948.436523
	Iteration 14Q: 3 clusters Score -784275.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -784312.125000 Penalty: 2948.436523
	Iteration 15Q: 3 clusters Score -784312.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -784348.000000 Penalty: 2948.436523
	Iteration 16Q: 3 clusters Score -784348 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -784376.625000 Penalty: 2948.436523
	Iteration 17Q: 3 clusters Score -784376.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -784401.625000 Penalty: 2948.436523
	Iteration 18Q: 3 clusters Score -784401.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -784415.562500 Penalty: 2948.436523
	Iteration 19Q: 3 clusters Score -784415.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -784422.312500 Penalty: 2948.436523
	Iteration 20F: 3 clusters Score -784422.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -784430.375000 Penalty: 2948.436523
	Iteration 21Q: 3 clusters Score -784430.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -784433.937500 Penalty: 2948.436523
	Iteration 22Q: 3 clusters Score -784433.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -784436.687500 Penalty: 2948.436523
	Iteration 23Q: 3 clusters Score -784436.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -784442.437500 Penalty: 2948.436523
	Iteration 24Q: 3 clusters Score -784442.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -784445.562500 Penalty: 2948.436523
	Iteration 25Q: 3 clusters Score -784445.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -784448.687500 Penalty: 2948.436523
	Iteration 26Q: 3 clusters Score -784448.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -784457.312500 Penalty: 2948.436523
	Iteration 27Q: 3 clusters Score -784457.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -784464.562500 Penalty: 2948.436523
	Iteration 28Q: 3 clusters Score -784464.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -784469.625000 Penalty: 2948.436523
	Iteration 29Q: 3 clusters Score -784469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -784473.875000 Penalty: 2948.436523
	Iteration 30Q: 3 clusters Score -784473.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -784477.187500 Penalty: 2948.436523
	Iteration 31Q: 3 clusters Score -784477.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -784482.062500 Penalty: 2948.436523
	Iteration 32Q: 3 clusters Score -784482.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -784482.062500 Penalty: 2948.436523
	Iteration 33Q: 3 clusters Score -784482.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -784484.375000 Penalty: 2948.436523
	Iteration 34Q: 3 clusters Score -784484.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -784483.562500 Penalty: 2948.436523
	Iteration 35Q: 3 clusters Score -784483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -784483.750000 Penalty: 2948.436523
	Iteration 36Q: 3 clusters Score -784483.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -784483.625000 Penalty: 2948.436523
	Iteration 37Q: 3 clusters Score -784483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -784483.625000 Penalty: 2948.436523
	Iteration 38F: 3 clusters Score -784483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -644768.875000 Penalty: 1431.723999
	Iteration 0F: 2 clusters Score -644768.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -639721.812500 Penalty: 2863.447998
	Iteration 0F: 3 clusters Score -639721.8 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -641184.812500 Penalty: 2863.447998
	Iteration 1F: 3 clusters Score -641184.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -641398.875000 Penalty: 2863.447998
	Iteration 2F: 3 clusters Score -641398.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -641587.000000 Penalty: 2863.447998
	Iteration 3F: 3 clusters Score -641587 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -641744.687500 Penalty: 2863.447998
	Iteration 4Q: 3 clusters Score -641744.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -641887.250000 Penalty: 2863.447998
	Iteration 5Q: 3 clusters Score -641887.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -642030.937500 Penalty: 2863.447998
	Iteration 6Q: 3 clusters Score -642030.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -642162.562500 Penalty: 2863.447998
	Iteration 7Q: 3 clusters Score -642162.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -642275.062500 Penalty: 2863.447998
	Iteration 8Q: 3 clusters Score -642275.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -642374.562500 Penalty: 2863.447998
	Iteration 9Q: 3 clusters Score -642374.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -642462.562500 Penalty: 2863.447998
	Iteration 10Q: 3 clusters Score -642462.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -642552.000000 Penalty: 2863.447998
	Iteration 11Q: 3 clusters Score -642552 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -642639.500000 Penalty: 2863.447998
	Iteration 12Q: 3 clusters Score -642639.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -642715.937500 Penalty: 2863.447998
	Iteration 13Q: 3 clusters Score -642715.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -642785.937500 Penalty: 2863.447998
	Iteration 14Q: 3 clusters Score -642785.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -642844.750000 Penalty: 2863.447998
	Iteration 15Q: 3 clusters Score -642844.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -642897.687500 Penalty: 2863.447998
	Iteration 16Q: 3 clusters Score -642897.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -642948.375000 Penalty: 2863.447998
	Iteration 17Q: 3 clusters Score -642948.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -642986.562500 Penalty: 2863.447998
	Iteration 18Q: 3 clusters Score -642986.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -643023.812500 Penalty: 2863.447998
	Iteration 19Q: 3 clusters Score -643023.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -643065.687500 Penalty: 2863.447998
	Iteration 20F: 3 clusters Score -643065.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -643124.500000 Penalty: 2863.447998
	Iteration 21Q: 3 clusters Score -643124.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -643186.187500 Penalty: 2863.447998
	Iteration 22Q: 3 clusters Score -643186.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -643240.562500 Penalty: 2863.447998
	Iteration 23Q: 3 clusters Score -643240.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -643291.937500 Penalty: 2863.447998
	Iteration 24Q: 3 clusters Score -643291.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -643338.250000 Penalty: 2863.447998
	Iteration 25Q: 3 clusters Score -643338.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -643393.625000 Penalty: 2863.447998
	Iteration 26Q: 3 clusters Score -643393.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -643441.062500 Penalty: 2863.447998
	Iteration 27Q: 3 clusters Score -643441.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -643470.750000 Penalty: 2863.447998
	Iteration 28Q: 3 clusters Score -643470.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -643497.937500 Penalty: 2863.447998
	Iteration 29Q: 3 clusters Score -643497.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -643527.687500 Penalty: 2863.447998
	Iteration 30Q: 3 clusters Score -643527.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -643545.875000 Penalty: 2863.447998
	Iteration 31Q: 3 clusters Score -643545.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -643558.437500 Penalty: 2863.447998
	Iteration 32Q: 3 clusters Score -643558.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -643568.562500 Penalty: 2863.447998
	Iteration 33Q: 3 clusters Score -643568.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -643571.750000 Penalty: 2863.447998
	Iteration 34Q: 3 clusters Score -643571.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -643579.062500 Penalty: 2863.447998
	Iteration 35Q: 3 clusters Score -643579.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -643582.625000 Penalty: 2863.447998
	Iteration 36Q: 3 clusters Score -643582.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -643586.750000 Penalty: 2863.447998
	Iteration 37Q: 3 clusters Score -643586.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -643592.875000 Penalty: 2863.447998
	Iteration 38Q: 3 clusters Score -643592.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -643601.062500 Penalty: 2863.447998
	Iteration 39Q: 3 clusters Score -643601.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -643608.062500 Penalty: 2863.447998
	Iteration 40F: 3 clusters Score -643608.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -643614.062500 Penalty: 2863.447998
	Iteration 41Q: 3 clusters Score -643614.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -643618.812500 Penalty: 2863.447998
	Iteration 42Q: 3 clusters Score -643618.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -643623.750000 Penalty: 2863.447998
	Iteration 43Q: 3 clusters Score -643623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -643625.750000 Penalty: 2863.447998
	Iteration 44Q: 3 clusters Score -643625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -643627.187500 Penalty: 2863.447998
	Iteration 45Q: 3 clusters Score -643627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -643628.562500 Penalty: 2863.447998
	Iteration 46Q: 3 clusters Score -643628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -643629.875000 Penalty: 2863.447998
	Iteration 47Q: 3 clusters Score -643629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -643629.187500 Penalty: 2863.447998
	Iteration 48Q: 3 clusters Score -643629.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -643629.187500 Penalty: 2863.447998
	Iteration 49F: 3 clusters Score -643629.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Entering Unmasked Estep 
Score: -395967.250000 Penalty: 1367.031128
	Iteration 0F: 2 clusters Score -395967.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -392282.000000 Penalty: 2734.062256
	Iteration 0F: 3 clusters Score -392282 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -393306.625000 Penalty: 2734.062256
	Iteration 1F: 3 clusters Score -393306.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -393609.156250 Penalty: 2734.062256
	Iteration 2F: 3 clusters Score -393609.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -393881.468750 Penalty: 2734.062256
	Iteration 3F: 3 clusters Score -393881.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -394107.375000 Penalty: 2734.062256
	Iteration 4F: 3 clusters Score -394107.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -394298.093750 Penalty: 2734.062256
	Iteration 5F: 3 clusters Score -394298.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -394450.843750 Penalty: 2734.062256
	Iteration 6Q: 3 clusters Score -394450.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -394582.406250 Penalty: 2734.062256
	Iteration 7Q: 3 clusters Score -394582.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -394689.437500 Penalty: 2734.062256
	Iteration 8Q: 3 clusters Score -394689.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -394778.906250 Penalty: 2734.062256
	Iteration 9Q: 3 clusters Score -394778.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -394850.125000 Penalty: 2734.062256
	Iteration 10Q: 3 clusters Score -394850.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -394898.593750 Penalty: 2734.062256
	Iteration 11Q: 3 clusters Score -394898.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -394948.843750 Penalty: 2734.062256
	Iteration 12Q: 3 clusters Score -394948.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -394995.031250 Penalty: 2734.062256
	Iteration 13Q: 3 clusters Score -394995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -395031.625000 Penalty: 2734.062256
	Iteration 14Q: 3 clusters Score -395031.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -395058.718750 Penalty: 2734.062256
	Iteration 15Q: 3 clusters Score -395058.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -395071.968750 Penalty: 2734.062256
	Iteration 16Q: 3 clusters Score -395072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -395086.125000 Penalty: 2734.062256
	Iteration 17Q: 3 clusters Score -395086.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -395095.562500 Penalty: 2734.062256
	Iteration 18Q: 3 clusters Score -395095.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -395109.531250 Penalty: 2734.062256
	Iteration 19Q: 3 clusters Score -395109.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -395114.906250 Penalty: 2734.062256
	Iteration 20F: 3 clusters Score -395114.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -395121.406250 Penalty: 2734.062256
	Iteration 21Q: 3 clusters Score -395121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -395125.156250 Penalty: 2734.062256
	Iteration 22Q: 3 clusters Score -395125.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -395127.812500 Penalty: 2734.062256
	Iteration 23Q: 3 clusters Score -395127.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -395133.093750 Penalty: 2734.062256
	Iteration 24Q: 3 clusters Score -395133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -395139.500000 Penalty: 2734.062256
	Iteration 25Q: 3 clusters Score -395139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -395141.593750 Penalty: 2734.062256
	Iteration 26Q: 3 clusters Score -395141.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -395143.593750 Penalty: 2734.062256
	Iteration 27Q: 3 clusters Score -395143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -395143.906250 Penalty: 2734.062256
	Iteration 28Q: 3 clusters Score -395143.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -395143.906250 Penalty: 2734.062256
	Iteration 29F: 3 clusters Score -395143.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -289303.250000 Penalty: 1310.911743
	Iteration 0F: 2 clusters Score -289303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -286447.156250 Penalty: 2621.823486
	Iteration 0F: 3 clusters Score -286447.2 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -287108.093750 Penalty: 2621.823486
	Iteration 1F: 3 clusters Score -287108.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -287264.406250 Penalty: 2621.823486
	Iteration 2F: 3 clusters Score -287264.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -287358.031250 Penalty: 2621.823486
	Iteration 3F: 3 clusters Score -287358 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -287422.093750 Penalty: 2621.823486
	Iteration 4Q: 3 clusters Score -287422.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -287492.125000 Penalty: 2621.823486
	Iteration 5Q: 3 clusters Score -287492.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -287561.500000 Penalty: 2621.823486
	Iteration 6Q: 3 clusters Score -287561.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -287611.281250 Penalty: 2621.823486
	Iteration 7Q: 3 clusters Score -287611.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -287648.656250 Penalty: 2621.823486
	Iteration 8Q: 3 clusters Score -287648.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -287681.593750 Penalty: 2621.823486
	Iteration 9Q: 3 clusters Score -287681.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -287714.593750 Penalty: 2621.823486
	Iteration 10Q: 3 clusters Score -287714.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -287749.937500 Penalty: 2621.823486
	Iteration 11Q: 3 clusters Score -287749.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -287792.656250 Penalty: 2621.823486
	Iteration 12Q: 3 clusters Score -287792.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -287840.250000 Penalty: 2621.823486
	Iteration 13Q: 3 clusters Score -287840.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -287894.312500 Penalty: 2621.823486
	Iteration 14Q: 3 clusters Score -287894.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -287959.968750 Penalty: 2621.823486
	Iteration 15Q: 3 clusters Score -287960 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -288028.031250 Penalty: 2621.823486
	Iteration 16Q: 3 clusters Score -288028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -288095.281250 Penalty: 2621.823486
	Iteration 17Q: 3 clusters Score -288095.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -288159.750000 Penalty: 2621.823486
	Iteration 18Q: 3 clusters Score -288159.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -288235.437500 Penalty: 2621.823486
	Iteration 19Q: 3 clusters Score -288235.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -288310.281250 Penalty: 2621.823486
	Iteration 20F: 3 clusters Score -288310.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -288362.906250 Penalty: 2621.823486
	Iteration 21Q: 3 clusters Score -288362.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -288389.718750 Penalty: 2621.823486
	Iteration 22Q: 3 clusters Score -288389.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -288399.343750 Penalty: 2621.823486
	Iteration 23Q: 3 clusters Score -288399.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -288404.187500 Penalty: 2621.823486
	Iteration 24Q: 3 clusters Score -288404.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -288407.500000 Penalty: 2621.823486
	Iteration 25Q: 3 clusters Score -288407.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -288410.312500 Penalty: 2621.823486
	Iteration 26Q: 3 clusters Score -288410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -288411.250000 Penalty: 2621.823486
	Iteration 27Q: 3 clusters Score -288411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -288412.156250 Penalty: 2621.823486
	Iteration 28Q: 3 clusters Score -288412.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -288413.718750 Penalty: 2621.823486
	Iteration 29Q: 3 clusters Score -288413.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -288413.406250 Penalty: 2621.823486
	Iteration 30Q: 3 clusters Score -288413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -288413.437500 Penalty: 2621.823486
	Iteration 31Q: 3 clusters Score -288413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -288413.625000 Penalty: 2621.823486
	Iteration 32Q: 3 clusters Score -288413.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -288413.625000 Penalty: 2621.823486
	Iteration 33F: 3 clusters Score -288413.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (107315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107315 members 
Entering Unmasked Estep 
Score: -10093434.000000 Penalty: 1882.322632
	Iteration 0F: 2 clusters Score -1.009343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -10021458.000000 Penalty: 3764.645264
	Iteration 0F: 3 clusters Score -1.002146e+07 nChanged 51391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -10051322.000000 Penalty: 3764.645264
	Iteration 1F: 3 clusters Score -1.005132e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -10052399.000000 Penalty: 3764.645264
	Iteration 2Q: 3 clusters Score -1.00524e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -10053758.000000 Penalty: 3764.645264
	Iteration 3Q: 3 clusters Score -1.005376e+07 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -10056487.000000 Penalty: 3764.645264
	Iteration 4Q: 3 clusters Score -1.005649e+07 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74152 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -10061205.000000 Penalty: 3764.645264
	Iteration 5F: 3 clusters Score -1.00612e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -10068735.000000 Penalty: 3764.645264
	Iteration 6F: 3 clusters Score -1.006874e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92295 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -10077854.000000 Penalty: 3764.645264
	Iteration 7F: 3 clusters Score -1.007785e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99683 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -10085206.000000 Penalty: 3764.645264
	Iteration 8F: 3 clusters Score -1.008521e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103814 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -10089286.000000 Penalty: 3764.645264
	Iteration 9Q: 3 clusters Score -1.008929e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105584 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -10090940.000000 Penalty: 3764.645264
	Iteration 10Q: 3 clusters Score -1.009094e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106297 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -10091581.000000 Penalty: 3764.645264
	Iteration 11Q: 3 clusters Score -1.009158e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106550 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10091865.000000 Penalty: 3764.645264
	Iteration 12Q: 3 clusters Score -1.009186e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10092018.000000 Penalty: 3764.645264
	Iteration 13Q: 3 clusters Score -1.009202e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106685 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10092081.000000 Penalty: 3764.645264
	Iteration 14Q: 3 clusters Score -1.009208e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106705 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10092108.000000 Penalty: 3764.645264
	Iteration 15Q: 3 clusters Score -1.009211e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10092156.000000 Penalty: 3764.645264
	Iteration 16Q: 3 clusters Score -1.009216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -10092189.000000 Penalty: 3764.645264
	Iteration 17Q: 3 clusters Score -1.009219e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106749 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10092246.000000 Penalty: 3764.645264
	Iteration 18Q: 3 clusters Score -1.009225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -10092269.000000 Penalty: 3764.645264
	Iteration 19Q: 3 clusters Score -1.009227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10092314.000000 Penalty: 3764.645264
	Iteration 20F: 3 clusters Score -1.009231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10092340.000000 Penalty: 3764.645264
	Iteration 21Q: 3 clusters Score -1.009234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10092368.000000 Penalty: 3764.645264
	Iteration 22Q: 3 clusters Score -1.009237e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10092406.000000 Penalty: 3764.645264
	Iteration 23Q: 3 clusters Score -1.009241e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -10092433.000000 Penalty: 3764.645264
	Iteration 24Q: 3 clusters Score -1.009243e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106712 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -10092451.000000 Penalty: 3764.645264
	Iteration 25Q: 3 clusters Score -1.009245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106698 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -10092470.000000 Penalty: 3764.645264
	Iteration 26Q: 3 clusters Score -1.009247e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106687 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10092488.000000 Penalty: 3764.645264
	Iteration 27Q: 3 clusters Score -1.009249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10092501.000000 Penalty: 3764.645264
	Iteration 28Q: 3 clusters Score -1.00925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10092494.000000 Penalty: 3764.645264
	Iteration 29Q: 3 clusters Score -1.009249e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106658 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -10092501.000000 Penalty: 3764.645264
	Iteration 30Q: 3 clusters Score -1.00925e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106645 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10092517.000000 Penalty: 3764.645264
	Iteration 31Q: 3 clusters Score -1.009252e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106632 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10092521.000000 Penalty: 3764.645264
	Iteration 32Q: 3 clusters Score -1.009252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106622 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10092523.000000 Penalty: 3764.645264
	Iteration 33Q: 3 clusters Score -1.009252e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106614 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -10092521.000000 Penalty: 3764.645264
	Iteration 34Q: 3 clusters Score -1.009252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106609 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10092525.000000 Penalty: 3764.645264
	Iteration 35Q: 3 clusters Score -1.009252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106607 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10092532.000000 Penalty: 3764.645264
	Iteration 36Q: 3 clusters Score -1.009253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106605 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10092535.000000 Penalty: 3764.645264
	Iteration 37Q: 3 clusters Score -1.009254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106602 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10092540.000000 Penalty: 3764.645264
	Iteration 38Q: 3 clusters Score -1.009254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106602 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10092540.000000 Penalty: 3764.645264
	Iteration 39Q: 3 clusters Score -1.009254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10092543.000000 Penalty: 3764.645264
	Iteration 40F: 3 clusters Score -1.009254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10092547.000000 Penalty: 3764.645264
	Iteration 41Q: 3 clusters Score -1.009255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10092547.000000 Penalty: 3764.645264
	Iteration 42F: 3 clusters Score -1.009255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Entering Unmasked Estep 
Score: -719575.437500 Penalty: 1466.949097
	Iteration 0F: 2 clusters Score -719575.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -713577.750000 Penalty: 2933.898193
	Iteration 0F: 3 clusters Score -713577.8 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -715675.750000 Penalty: 2933.898193
	Iteration 1F: 3 clusters Score -715675.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -716174.062500 Penalty: 2933.898193
	Iteration 2F: 3 clusters Score -716174.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -716632.250000 Penalty: 2933.898193
	Iteration 3F: 3 clusters Score -716632.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -717044.625000 Penalty: 2933.898193
	Iteration 4F: 3 clusters Score -717044.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -717366.312500 Penalty: 2933.898193
	Iteration 5F: 3 clusters Score -717366.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -717587.062500 Penalty: 2933.898193
	Iteration 6Q: 3 clusters Score -717587.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -717774.500000 Penalty: 2933.898193
	Iteration 7Q: 3 clusters Score -717774.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -717942.812500 Penalty: 2933.898193
	Iteration 8Q: 3 clusters Score -717942.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -718084.562500 Penalty: 2933.898193
	Iteration 9Q: 3 clusters Score -718084.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -718192.437500 Penalty: 2933.898193
	Iteration 10Q: 3 clusters Score -718192.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -718261.625000 Penalty: 2933.898193
	Iteration 11Q: 3 clusters Score -718261.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -718327.937500 Penalty: 2933.898193
	Iteration 12Q: 3 clusters Score -718327.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -718374.687500 Penalty: 2933.898193
	Iteration 13Q: 3 clusters Score -718374.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -718417.000000 Penalty: 2933.898193
	Iteration 14Q: 3 clusters Score -718417 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -718451.312500 Penalty: 2933.898193
	Iteration 15Q: 3 clusters Score -718451.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -718472.812500 Penalty: 2933.898193
	Iteration 16Q: 3 clusters Score -718472.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -718484.875000 Penalty: 2933.898193
	Iteration 17Q: 3 clusters Score -718484.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -718495.375000 Penalty: 2933.898193
	Iteration 18Q: 3 clusters Score -718495.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -718500.187500 Penalty: 2933.898193
	Iteration 19Q: 3 clusters Score -718500.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -718506.437500 Penalty: 2933.898193
	Iteration 20F: 3 clusters Score -718506.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -718512.187500 Penalty: 2933.898193
	Iteration 21Q: 3 clusters Score -718512.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -718515.625000 Penalty: 2933.898193
	Iteration 22Q: 3 clusters Score -718515.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -718519.750000 Penalty: 2933.898193
	Iteration 23Q: 3 clusters Score -718519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -718521.000000 Penalty: 2933.898193
	Iteration 24Q: 3 clusters Score -718521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -718527.812500 Penalty: 2933.898193
	Iteration 25Q: 3 clusters Score -718527.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -718534.250000 Penalty: 2933.898193
	Iteration 26Q: 3 clusters Score -718534.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -718538.500000 Penalty: 2933.898193
	Iteration 27Q: 3 clusters Score -718538.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -718544.312500 Penalty: 2933.898193
	Iteration 28Q: 3 clusters Score -718544.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -718549.250000 Penalty: 2933.898193
	Iteration 29Q: 3 clusters Score -718549.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -718556.062500 Penalty: 2933.898193
	Iteration 30Q: 3 clusters Score -718556.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -718563.437500 Penalty: 2933.898193
	Iteration 31Q: 3 clusters Score -718563.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -718569.812500 Penalty: 2933.898193
	Iteration 32Q: 3 clusters Score -718569.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -718574.375000 Penalty: 2933.898193
	Iteration 33Q: 3 clusters Score -718574.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -718579.312500 Penalty: 2933.898193
	Iteration 34Q: 3 clusters Score -718579.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -718585.375000 Penalty: 2933.898193
	Iteration 35Q: 3 clusters Score -718585.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -718591.875000 Penalty: 2933.898193
	Iteration 36Q: 3 clusters Score -718591.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -718599.375000 Penalty: 2933.898193
	Iteration 37Q: 3 clusters Score -718599.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -718608.625000 Penalty: 2933.898193
	Iteration 38Q: 3 clusters Score -718608.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -718620.875000 Penalty: 2933.898193
	Iteration 39Q: 3 clusters Score -718620.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -718627.250000 Penalty: 2933.898193
	Iteration 40F: 3 clusters Score -718627.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -718638.812500 Penalty: 2933.898193
	Iteration 41Q: 3 clusters Score -718638.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -718650.812500 Penalty: 2933.898193
	Iteration 42Q: 3 clusters Score -718650.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -718663.750000 Penalty: 2933.898193
	Iteration 43Q: 3 clusters Score -718663.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -718684.875000 Penalty: 2933.898193
	Iteration 44Q: 3 clusters Score -718684.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -718694.312500 Penalty: 2933.898193
	Iteration 45Q: 3 clusters Score -718694.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -718703.250000 Penalty: 2933.898193
	Iteration 46Q: 3 clusters Score -718703.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -718712.875000 Penalty: 2933.898193
	Iteration 47Q: 3 clusters Score -718712.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -718722.937500 Penalty: 2933.898193
	Iteration 48Q: 3 clusters Score -718722.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -718732.687500 Penalty: 2933.898193
	Iteration 49Q: 3 clusters Score -718732.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -718737.250000 Penalty: 2933.898193
	Iteration 50Q: 3 clusters Score -718737.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -718742.812500 Penalty: 2933.898193
	Iteration 51Q: 3 clusters Score -718742.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -718744.750000 Penalty: 2933.898193
	Iteration 52Q: 3 clusters Score -718744.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -718747.312500 Penalty: 2933.898193
	Iteration 53Q: 3 clusters Score -718747.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -718752.875000 Penalty: 2933.898193
	Iteration 54Q: 3 clusters Score -718752.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -718755.562500 Penalty: 2933.898193
	Iteration 55Q: 3 clusters Score -718755.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -718757.812500 Penalty: 2933.898193
	Iteration 56Q: 3 clusters Score -718757.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -718758.062500 Penalty: 2933.898193
	Iteration 57Q: 3 clusters Score -718758.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -718761.812500 Penalty: 2933.898193
	Iteration 58Q: 3 clusters Score -718761.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -718766.250000 Penalty: 2933.898193
	Iteration 59Q: 3 clusters Score -718766.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -718769.312500 Penalty: 2933.898193
	Iteration 60F: 3 clusters Score -718769.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -718774.750000 Penalty: 2933.898193
	Iteration 61Q: 3 clusters Score -718774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -718776.937500 Penalty: 2933.898193
	Iteration 62Q: 3 clusters Score -718776.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -718779.312500 Penalty: 2933.898193
	Iteration 63Q: 3 clusters Score -718779.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -718780.375000 Penalty: 2933.898193
	Iteration 64Q: 3 clusters Score -718780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -718779.375000 Penalty: 2933.898193
	Iteration 65Q: 3 clusters Score -718779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -718781.062500 Penalty: 2933.898193
	Iteration 66Q: 3 clusters Score -718781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -718781.125000 Penalty: 2933.898193
	Iteration 67Q: 3 clusters Score -718781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -718781.250000 Penalty: 2933.898193
	Iteration 68Q: 3 clusters Score -718781.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -718781.250000 Penalty: 2933.898193
	Iteration 69F: 3 clusters Score -718781.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Entering Unmasked Estep 
Score: -654349.687500 Penalty: 1432.762695
	Iteration 0F: 2 clusters Score -654349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -649258.875000 Penalty: 2865.525391
	Iteration 0F: 3 clusters Score -649258.9 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -650690.062500 Penalty: 2865.525391
	Iteration 1F: 3 clusters Score -650690.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -650848.062500 Penalty: 2865.525391
	Iteration 2F: 3 clusters Score -650848.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -650970.500000 Penalty: 2865.525391
	Iteration 3Q: 3 clusters Score -650970.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -651075.125000 Penalty: 2865.525391
	Iteration 4Q: 3 clusters Score -651075.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -651169.250000 Penalty: 2865.525391
	Iteration 5Q: 3 clusters Score -651169.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -651248.937500 Penalty: 2865.525391
	Iteration 6Q: 3 clusters Score -651248.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -651304.937500 Penalty: 2865.525391
	Iteration 7Q: 3 clusters Score -651304.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -651355.687500 Penalty: 2865.525391
	Iteration 8Q: 3 clusters Score -651355.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -651410.875000 Penalty: 2865.525391
	Iteration 9Q: 3 clusters Score -651410.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -651461.937500 Penalty: 2865.525391
	Iteration 10Q: 3 clusters Score -651461.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -651516.562500 Penalty: 2865.525391
	Iteration 11Q: 3 clusters Score -651516.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -651563.375000 Penalty: 2865.525391
	Iteration 12Q: 3 clusters Score -651563.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -651623.125000 Penalty: 2865.525391
	Iteration 13Q: 3 clusters Score -651623.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -651700.312500 Penalty: 2865.525391
	Iteration 14Q: 3 clusters Score -651700.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -651787.812500 Penalty: 2865.525391
	Iteration 15Q: 3 clusters Score -651787.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -651879.937500 Penalty: 2865.525391
	Iteration 16Q: 3 clusters Score -651879.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -651999.437500 Penalty: 2865.525391
	Iteration 17Q: 3 clusters Score -651999.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -652173.812500 Penalty: 2865.525391
	Iteration 18Q: 3 clusters Score -652173.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -652407.812500 Penalty: 2865.525391
	Iteration 19Q: 3 clusters Score -652407.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -652625.500000 Penalty: 2865.525391
	Iteration 20F: 3 clusters Score -652625.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -652785.812500 Penalty: 2865.525391
	Iteration 21Q: 3 clusters Score -652785.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -652901.125000 Penalty: 2865.525391
	Iteration 22Q: 3 clusters Score -652901.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -652975.250000 Penalty: 2865.525391
	Iteration 23Q: 3 clusters Score -652975.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -653036.687500 Penalty: 2865.525391
	Iteration 24Q: 3 clusters Score -653036.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -653071.937500 Penalty: 2865.525391
	Iteration 25Q: 3 clusters Score -653071.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -653093.937500 Penalty: 2865.525391
	Iteration 26Q: 3 clusters Score -653093.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -653108.250000 Penalty: 2865.525391
	Iteration 27Q: 3 clusters Score -653108.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -653121.437500 Penalty: 2865.525391
	Iteration 28Q: 3 clusters Score -653121.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -653126.937500 Penalty: 2865.525391
	Iteration 29Q: 3 clusters Score -653126.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -653131.687500 Penalty: 2865.525391
	Iteration 30Q: 3 clusters Score -653131.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -653133.062500 Penalty: 2865.525391
	Iteration 31Q: 3 clusters Score -653133.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -653134.750000 Penalty: 2865.525391
	Iteration 32Q: 3 clusters Score -653134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -653137.437500 Penalty: 2865.525391
	Iteration 33Q: 3 clusters Score -653137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -653140.625000 Penalty: 2865.525391
	Iteration 34Q: 3 clusters Score -653140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -653140.937500 Penalty: 2865.525391
	Iteration 35Q: 3 clusters Score -653140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -653140.937500 Penalty: 2865.525391
	Iteration 36F: 3 clusters Score -653140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Entering Unmasked Estep 
Score: -373363.406250 Penalty: 1347.864380
	Iteration 0F: 2 clusters Score -373363.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -370022.437500 Penalty: 2695.728760
	Iteration 0F: 3 clusters Score -370022.4 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -370890.937500 Penalty: 2695.728760
	Iteration 1F: 3 clusters Score -370890.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -371014.781250 Penalty: 2695.728760
	Iteration 2F: 3 clusters Score -371014.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -371099.562500 Penalty: 2695.728760
	Iteration 3Q: 3 clusters Score -371099.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -371151.156250 Penalty: 2695.728760
	Iteration 4Q: 3 clusters Score -371151.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -371196.718750 Penalty: 2695.728760
	Iteration 5Q: 3 clusters Score -371196.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -371230.468750 Penalty: 2695.728760
	Iteration 6Q: 3 clusters Score -371230.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -371267.093750 Penalty: 2695.728760
	Iteration 7Q: 3 clusters Score -371267.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -371309.812500 Penalty: 2695.728760
	Iteration 8Q: 3 clusters Score -371309.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -371349.656250 Penalty: 2695.728760
	Iteration 9Q: 3 clusters Score -371349.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -371383.406250 Penalty: 2695.728760
	Iteration 10Q: 3 clusters Score -371383.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -371421.468750 Penalty: 2695.728760
	Iteration 11Q: 3 clusters Score -371421.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -371469.375000 Penalty: 2695.728760
	Iteration 12Q: 3 clusters Score -371469.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -371528.093750 Penalty: 2695.728760
	Iteration 13Q: 3 clusters Score -371528.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -371597.593750 Penalty: 2695.728760
	Iteration 14Q: 3 clusters Score -371597.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -371686.875000 Penalty: 2695.728760
	Iteration 15Q: 3 clusters Score -371686.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -371785.937500 Penalty: 2695.728760
	Iteration 16Q: 3 clusters Score -371785.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -371894.250000 Penalty: 2695.728760
	Iteration 17Q: 3 clusters Score -371894.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -372030.250000 Penalty: 2695.728760
	Iteration 18Q: 3 clusters Score -372030.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -372146.875000 Penalty: 2695.728760
	Iteration 19Q: 3 clusters Score -372146.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -372270.468750 Penalty: 2695.728760
	Iteration 20F: 3 clusters Score -372270.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -372359.968750 Penalty: 2695.728760
	Iteration 21Q: 3 clusters Score -372360 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -372427.000000 Penalty: 2695.728760
	Iteration 22Q: 3 clusters Score -372427 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -372479.250000 Penalty: 2695.728760
	Iteration 23Q: 3 clusters Score -372479.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -372526.593750 Penalty: 2695.728760
	Iteration 24Q: 3 clusters Score -372526.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -372557.031250 Penalty: 2695.728760
	Iteration 25Q: 3 clusters Score -372557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -372586.312500 Penalty: 2695.728760
	Iteration 26Q: 3 clusters Score -372586.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -372608.187500 Penalty: 2695.728760
	Iteration 27Q: 3 clusters Score -372608.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -372628.687500 Penalty: 2695.728760
	Iteration 28Q: 3 clusters Score -372628.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -372642.281250 Penalty: 2695.728760
	Iteration 29Q: 3 clusters Score -372642.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -372650.906250 Penalty: 2695.728760
	Iteration 30Q: 3 clusters Score -372650.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -372663.062500 Penalty: 2695.728760
	Iteration 31Q: 3 clusters Score -372663.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -372674.250000 Penalty: 2695.728760
	Iteration 32Q: 3 clusters Score -372674.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -372679.812500 Penalty: 2695.728760
	Iteration 33Q: 3 clusters Score -372679.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -372684.281250 Penalty: 2695.728760
	Iteration 34Q: 3 clusters Score -372684.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -372691.625000 Penalty: 2695.728760
	Iteration 35Q: 3 clusters Score -372691.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -372696.593750 Penalty: 2695.728760
	Iteration 36Q: 3 clusters Score -372696.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -372698.500000 Penalty: 2695.728760
	Iteration 37Q: 3 clusters Score -372698.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -372699.531250 Penalty: 2695.728760
	Iteration 38Q: 3 clusters Score -372699.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -372699.500000 Penalty: 2695.728760
	Iteration 39Q: 3 clusters Score -372699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -372700.281250 Penalty: 2695.728760
	Iteration 40F: 3 clusters Score -372700.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -372700.531250 Penalty: 2695.728760
	Iteration 41Q: 3 clusters Score -372700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -372700.500000 Penalty: 2695.728760
	Iteration 42Q: 3 clusters Score -372700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -372700.500000 Penalty: 2695.728760
	Iteration 43F: 3 clusters Score -372700.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Entering Unmasked Estep 
Score: -9666260.000000 Penalty: 1875.325195
	Iteration 0F: 2 clusters Score -9666260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -9597571.000000 Penalty: 3750.650391
	Iteration 0F: 3 clusters Score -9597571 nChanged 49227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -9626261.000000 Penalty: 3750.650391
	Iteration 1F: 3 clusters Score -9626261 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -9627453.000000 Penalty: 3750.650391
	Iteration 2Q: 3 clusters Score -9627453 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -9629254.000000 Penalty: 3750.650391
	Iteration 3Q: 3 clusters Score -9629254 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 64410 members 
Entering Unmasked Estep 
Score: -9632318.000000 Penalty: 3750.650391
	Iteration 4F: 3 clusters Score -9632318 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 71118 members 
Entering Unmasked Estep 
Score: -9637440.000000 Penalty: 3750.650391
	Iteration 5F: 3 clusters Score -9637440 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 79089 members 
Entering Unmasked Estep 
Score: -9644379.000000 Penalty: 3750.650391
	Iteration 6F: 3 clusters Score -9644379 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -9651523.000000 Penalty: 3750.650391
	Iteration 7F: 3 clusters Score -9651523 nChanged 6452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -9657025.000000 Penalty: 3750.650391
	Iteration 8F: 3 clusters Score -9657025 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -9660590.000000 Penalty: 3750.650391
	Iteration 9Q: 3 clusters Score -9660590 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 99910 members 
Entering Unmasked Estep 
Score: -9662519.000000 Penalty: 3750.650391
	Iteration 10Q: 3 clusters Score -9662519 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 101227 members 
Entering Unmasked Estep 
Score: -9663556.000000 Penalty: 3750.650391
	Iteration 11Q: 3 clusters Score -9663556 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 101862 members 
Entering Unmasked Estep 
Score: -9664049.000000 Penalty: 3750.650391
	Iteration 12Q: 3 clusters Score -9664049 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -9664312.000000 Penalty: 3750.650391
	Iteration 13Q: 3 clusters Score -9664312 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -9664452.000000 Penalty: 3750.650391
	Iteration 14Q: 3 clusters Score -9664452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 102404 members 
Entering Unmasked Estep 
Score: -9664491.000000 Penalty: 3750.650391
	Iteration 15Q: 3 clusters Score -9664491 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 102445 members 
Entering Unmasked Estep 
Score: -9664540.000000 Penalty: 3750.650391
	Iteration 16Q: 3 clusters Score -9664540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 102468 members 
Entering Unmasked Estep 
Score: -9664563.000000 Penalty: 3750.650391
	Iteration 17Q: 3 clusters Score -9664563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 102472 members 
Entering Unmasked Estep 
Score: -9664577.000000 Penalty: 3750.650391
	Iteration 18Q: 3 clusters Score -9664577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 102478 members 
Entering Unmasked Estep 
Score: -9664582.000000 Penalty: 3750.650391
	Iteration 19Q: 3 clusters Score -9664582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 102480 members 
Entering Unmasked Estep 
Score: -9664596.000000 Penalty: 3750.650391
	Iteration 20F: 3 clusters Score -9664596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -9664598.000000 Penalty: 3750.650391
	Iteration 21Q: 3 clusters Score -9664598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 102486 members 
Entering Unmasked Estep 
Score: -9664606.000000 Penalty: 3750.650391
	Iteration 22Q: 3 clusters Score -9664606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 102490 members 
Entering Unmasked Estep 
Score: -9664615.000000 Penalty: 3750.650391
	Iteration 23Q: 3 clusters Score -9664615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 102494 members 
Entering Unmasked Estep 
Score: -9664624.000000 Penalty: 3750.650391
	Iteration 24Q: 3 clusters Score -9664624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 102496 members 
Entering Unmasked Estep 
Score: -9664612.000000 Penalty: 3750.650391
	Iteration 25Q: 3 clusters Score -9664612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 102497 members 
Entering Unmasked Estep 
Score: -9664628.000000 Penalty: 3750.650391
	Iteration 26Q: 3 clusters Score -9664628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -9664627.000000 Penalty: 3750.650391
	Iteration 27Q: 3 clusters Score -9664627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 102501 members 
Entering Unmasked Estep 
Score: -9664629.000000 Penalty: 3750.650391
	Iteration 28Q: 3 clusters Score -9664629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 102502 members 
Entering Unmasked Estep 
Score: -9664628.000000 Penalty: 3750.650391
	Iteration 29Q: 3 clusters Score -9664628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 102504 members 
Entering Unmasked Estep 
Score: -9664634.000000 Penalty: 3750.650391
	Iteration 30Q: 3 clusters Score -9664634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 102507 members 
Entering Unmasked Estep 
Score: -9664635.000000 Penalty: 3750.650391
	Iteration 31Q: 3 clusters Score -9664635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 102508 members 
Entering Unmasked Estep 
Score: -9664640.000000 Penalty: 3750.650391
	Iteration 32Q: 3 clusters Score -9664640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 102508 members 
Entering Unmasked Estep 
Score: -9664640.000000 Penalty: 3750.650391
	Iteration 33F: 3 clusters Score -9664640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -101183.562500 Penalty: 1150.230469
	Iteration 0F: 2 clusters Score -101183.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -99646.921875 Penalty: 2300.460938
	Iteration 0F: 3 clusters Score -99646.92 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99919.992188 Penalty: 2300.460938
	Iteration 1F: 3 clusters Score -99919.99 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100018.593750 Penalty: 2300.460938
	Iteration 2F: 3 clusters Score -100018.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -100127.453125 Penalty: 2300.460938
	Iteration 3F: 3 clusters Score -100127.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -100217.585938 Penalty: 2300.460938
	Iteration 4F: 3 clusters Score -100217.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -100300.398438 Penalty: 2300.460938
	Iteration 5F: 3 clusters Score -100300.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -100373.625000 Penalty: 2300.460938
	Iteration 6Q: 3 clusters Score -100373.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -100449.687500 Penalty: 2300.460938
	Iteration 7Q: 3 clusters Score -100449.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -100510.625000 Penalty: 2300.460938
	Iteration 8Q: 3 clusters Score -100510.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -100556.218750 Penalty: 2300.460938
	Iteration 9Q: 3 clusters Score -100556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -100582.070312 Penalty: 2300.460938
	Iteration 10Q: 3 clusters Score -100582.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -100595.921875 Penalty: 2300.460938
	Iteration 11Q: 3 clusters Score -100595.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -100600.304688 Penalty: 2300.460938
	Iteration 12Q: 3 clusters Score -100600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -100603.484375 Penalty: 2300.460938
	Iteration 13Q: 3 clusters Score -100603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -100604.671875 Penalty: 2300.460938
	Iteration 14Q: 3 clusters Score -100604.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -100610.007812 Penalty: 2300.460938
	Iteration 15F: 3 clusters Score -100610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -100629.648438 Penalty: 2300.460938
	Iteration 16Q: 3 clusters Score -100629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -100669.601562 Penalty: 2300.460938
	Iteration 17Q: 3 clusters Score -100669.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -100685.679688 Penalty: 2300.460938
	Iteration 18Q: 3 clusters Score -100685.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -100696.187500 Penalty: 2300.460938
	Iteration 19Q: 3 clusters Score -100696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -100707.109375 Penalty: 2300.460938
	Iteration 20F: 3 clusters Score -100707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -100713.703125 Penalty: 2300.460938
	Iteration 21Q: 3 clusters Score -100713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -100714.656250 Penalty: 2300.460938
	Iteration 22Q: 3 clusters Score -100714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -100716.226562 Penalty: 2300.460938
	Iteration 23Q: 3 clusters Score -100716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -100717.757812 Penalty: 2300.460938
	Iteration 24Q: 3 clusters Score -100717.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -100717.757812 Penalty: 2300.460938
	Iteration 25F: 3 clusters Score -100717.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -59221.488281 Penalty: 1057.674927
	Iteration 0F: 2 clusters Score -59221.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58036.718750 Penalty: 2115.349854
	Iteration 0F: 3 clusters Score -58036.72 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -58214.968750 Penalty: 2115.349854
	Iteration 1F: 3 clusters Score -58214.97 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58275.734375 Penalty: 2115.349854
	Iteration 2F: 3 clusters Score -58275.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -58302.492188 Penalty: 2115.349854
	Iteration 3Q: 3 clusters Score -58302.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58320.078125 Penalty: 2115.349854
	Iteration 4Q: 3 clusters Score -58320.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58329.132812 Penalty: 2115.349854
	Iteration 5Q: 3 clusters Score -58329.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58336.605469 Penalty: 2115.349854
	Iteration 6Q: 3 clusters Score -58336.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58339.500000 Penalty: 2115.349854
	Iteration 7Q: 3 clusters Score -58339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58342.023438 Penalty: 2115.349854
	Iteration 8Q: 3 clusters Score -58342.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58342.023438 Penalty: 2115.349854
	Iteration 9F: 3 clusters Score -58342.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Entering Unmasked Estep 
Score: -2413418.500000 Penalty: 1647.695679
	Iteration 0F: 2 clusters Score -2413418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -2396370.750000 Penalty: 3295.391357
	Iteration 0F: 3 clusters Score -2396371 nChanged 11477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2402824.750000 Penalty: 3295.391357
	Iteration 1F: 3 clusters Score -2402825 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2403333.000000 Penalty: 3295.391357
	Iteration 2F: 3 clusters Score -2403333 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2403873.250000 Penalty: 3295.391357
	Iteration 3F: 3 clusters Score -2403873 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2404471.500000 Penalty: 3295.391357
	Iteration 4F: 3 clusters Score -2404472 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2405170.750000 Penalty: 3295.391357
	Iteration 5F: 3 clusters Score -2405171 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2405831.250000 Penalty: 3295.391357
	Iteration 6F: 3 clusters Score -2405831 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2406467.500000 Penalty: 3295.391357
	Iteration 7Q: 3 clusters Score -2406468 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2407126.250000 Penalty: 3295.391357
	Iteration 8Q: 3 clusters Score -2407126 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2407756.750000 Penalty: 3295.391357
	Iteration 9Q: 3 clusters Score -2407757 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2408441.000000 Penalty: 3295.391357
	Iteration 10Q: 3 clusters Score -2408441 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2409081.250000 Penalty: 3295.391357
	Iteration 11Q: 3 clusters Score -2409081 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2409640.250000 Penalty: 3295.391357
	Iteration 12Q: 3 clusters Score -2409640 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2410082.000000 Penalty: 3295.391357
	Iteration 13Q: 3 clusters Score -2410082 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2410388.750000 Penalty: 3295.391357
	Iteration 14Q: 3 clusters Score -2410389 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2410622.500000 Penalty: 3295.391357
	Iteration 15Q: 3 clusters Score -2410622 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2410798.000000 Penalty: 3295.391357
	Iteration 16Q: 3 clusters Score -2410798 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -2410950.500000 Penalty: 3295.391357
	Iteration 17Q: 3 clusters Score -2410950 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -2411128.500000 Penalty: 3295.391357
	Iteration 18Q: 3 clusters Score -2411128 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -2411275.250000 Penalty: 3295.391357
	Iteration 19Q: 3 clusters Score -2411275 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -2411435.000000 Penalty: 3295.391357
	Iteration 20F: 3 clusters Score -2411435 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2411530.000000 Penalty: 3295.391357
	Iteration 21Q: 3 clusters Score -2411530 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2411625.250000 Penalty: 3295.391357
	Iteration 22Q: 3 clusters Score -2411625 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -2411707.000000 Penalty: 3295.391357
	Iteration 23Q: 3 clusters Score -2411707 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2411779.250000 Penalty: 3295.391357
	Iteration 24Q: 3 clusters Score -2411779 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -2411837.750000 Penalty: 3295.391357
	Iteration 25Q: 3 clusters Score -2411838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -2411901.500000 Penalty: 3295.391357
	Iteration 26Q: 3 clusters Score -2411902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2411939.750000 Penalty: 3295.391357
	Iteration 27Q: 3 clusters Score -2411940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -2411963.250000 Penalty: 3295.391357
	Iteration 28Q: 3 clusters Score -2411963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2411973.250000 Penalty: 3295.391357
	Iteration 29Q: 3 clusters Score -2411973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -2411994.250000 Penalty: 3295.391357
	Iteration 30Q: 3 clusters Score -2411994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -2412013.250000 Penalty: 3295.391357
	Iteration 31Q: 3 clusters Score -2412013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2412030.250000 Penalty: 3295.391357
	Iteration 32Q: 3 clusters Score -2412030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -2412038.000000 Penalty: 3295.391357
	Iteration 33Q: 3 clusters Score -2412038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -2412049.750000 Penalty: 3295.391357
	Iteration 34Q: 3 clusters Score -2412050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -2412053.250000 Penalty: 3295.391357
	Iteration 35Q: 3 clusters Score -2412053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -2412057.500000 Penalty: 3295.391357
	Iteration 36Q: 3 clusters Score -2412058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -2412066.000000 Penalty: 3295.391357
	Iteration 37Q: 3 clusters Score -2412066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2412074.000000 Penalty: 3295.391357
	Iteration 38Q: 3 clusters Score -2412074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2412074.250000 Penalty: 3295.391357
	Iteration 39Q: 3 clusters Score -2412074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -2412075.750000 Penalty: 3295.391357
	Iteration 40F: 3 clusters Score -2412076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Entering Unmasked Estep 
Score: -389773.031250 Penalty: 1350.402466
	Iteration 0F: 2 clusters Score -389773 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 2044 members 
Entering Unmasked Estep 
Score: -386403.406250 Penalty: 2700.804932
	Iteration 0F: 3 clusters Score -386403.4 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -387261.531250 Penalty: 2700.804932
	Iteration 1F: 3 clusters Score -387261.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -387386.093750 Penalty: 2700.804932
	Iteration 2F: 3 clusters Score -387386.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -387454.968750 Penalty: 2700.804932
	Iteration 3Q: 3 clusters Score -387455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -387499.281250 Penalty: 2700.804932
	Iteration 4Q: 3 clusters Score -387499.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -387537.468750 Penalty: 2700.804932
	Iteration 5Q: 3 clusters Score -387537.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -387565.875000 Penalty: 2700.804932
	Iteration 6Q: 3 clusters Score -387565.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -387585.093750 Penalty: 2700.804932
	Iteration 7Q: 3 clusters Score -387585.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -387603.437500 Penalty: 2700.804932
	Iteration 8Q: 3 clusters Score -387603.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -387621.250000 Penalty: 2700.804932
	Iteration 9Q: 3 clusters Score -387621.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -387636.781250 Penalty: 2700.804932
	Iteration 10Q: 3 clusters Score -387636.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -387651.031250 Penalty: 2700.804932
	Iteration 11Q: 3 clusters Score -387651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -387663.687500 Penalty: 2700.804932
	Iteration 12Q: 3 clusters Score -387663.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -387676.875000 Penalty: 2700.804932
	Iteration 13Q: 3 clusters Score -387676.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -387686.750000 Penalty: 2700.804932
	Iteration 14Q: 3 clusters Score -387686.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -387693.906250 Penalty: 2700.804932
	Iteration 15Q: 3 clusters Score -387693.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -387701.281250 Penalty: 2700.804932
	Iteration 16Q: 3 clusters Score -387701.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -387705.906250 Penalty: 2700.804932
	Iteration 17Q: 3 clusters Score -387705.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -387710.250000 Penalty: 2700.804932
	Iteration 18Q: 3 clusters Score -387710.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -387714.687500 Penalty: 2700.804932
	Iteration 19Q: 3 clusters Score -387714.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -387718.031250 Penalty: 2700.804932
	Iteration 20F: 3 clusters Score -387718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -387722.000000 Penalty: 2700.804932
	Iteration 21Q: 3 clusters Score -387722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -387728.750000 Penalty: 2700.804932
	Iteration 22Q: 3 clusters Score -387728.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -387733.312500 Penalty: 2700.804932
	Iteration 23Q: 3 clusters Score -387733.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -387739.000000 Penalty: 2700.804932
	Iteration 24Q: 3 clusters Score -387739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -387745.875000 Penalty: 2700.804932
	Iteration 25Q: 3 clusters Score -387745.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -387754.531250 Penalty: 2700.804932
	Iteration 26Q: 3 clusters Score -387754.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -387761.343750 Penalty: 2700.804932
	Iteration 27Q: 3 clusters Score -387761.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -387769.937500 Penalty: 2700.804932
	Iteration 28Q: 3 clusters Score -387769.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -387781.875000 Penalty: 2700.804932
	Iteration 29Q: 3 clusters Score -387781.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -387794.906250 Penalty: 2700.804932
	Iteration 30Q: 3 clusters Score -387794.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -387813.312500 Penalty: 2700.804932
	Iteration 31Q: 3 clusters Score -387813.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -387838.656250 Penalty: 2700.804932
	Iteration 32Q: 3 clusters Score -387838.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -387862.218750 Penalty: 2700.804932
	Iteration 33Q: 3 clusters Score -387862.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -387890.656250 Penalty: 2700.804932
	Iteration 34Q: 3 clusters Score -387890.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -387925.531250 Penalty: 2700.804932
	Iteration 35Q: 3 clusters Score -387925.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -387969.562500 Penalty: 2700.804932
	Iteration 36Q: 3 clusters Score -387969.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -388029.437500 Penalty: 2700.804932
	Iteration 37Q: 3 clusters Score -388029.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -388080.125000 Penalty: 2700.804932
	Iteration 38Q: 3 clusters Score -388080.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -388112.843750 Penalty: 2700.804932
	Iteration 39Q: 3 clusters Score -388112.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -388158.250000 Penalty: 2700.804932
	Iteration 40F: 3 clusters Score -388158.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -388203.406250 Penalty: 2700.804932
	Iteration 41Q: 3 clusters Score -388203.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -388247.906250 Penalty: 2700.804932
	Iteration 42Q: 3 clusters Score -388247.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -388297.968750 Penalty: 2700.804932
	Iteration 43Q: 3 clusters Score -388298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -388339.250000 Penalty: 2700.804932
	Iteration 44Q: 3 clusters Score -388339.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -388374.750000 Penalty: 2700.804932
	Iteration 45Q: 3 clusters Score -388374.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -388403.968750 Penalty: 2700.804932
	Iteration 46Q: 3 clusters Score -388404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -388432.562500 Penalty: 2700.804932
	Iteration 47Q: 3 clusters Score -388432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -388447.875000 Penalty: 2700.804932
	Iteration 48Q: 3 clusters Score -388447.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -388457.812500 Penalty: 2700.804932
	Iteration 49Q: 3 clusters Score -388457.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -388469.250000 Penalty: 2700.804932
	Iteration 50Q: 3 clusters Score -388469.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -388479.218750 Penalty: 2700.804932
	Iteration 51Q: 3 clusters Score -388479.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -388484.750000 Penalty: 2700.804932
	Iteration 52Q: 3 clusters Score -388484.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -388492.312500 Penalty: 2700.804932
	Iteration 53Q: 3 clusters Score -388492.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -388497.125000 Penalty: 2700.804932
	Iteration 54Q: 3 clusters Score -388497.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -388507.218750 Penalty: 2700.804932
	Iteration 55Q: 3 clusters Score -388507.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -388518.031250 Penalty: 2700.804932
	Iteration 56Q: 3 clusters Score -388518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -388528.281250 Penalty: 2700.804932
	Iteration 57Q: 3 clusters Score -388528.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -388541.625000 Penalty: 2700.804932
	Iteration 58Q: 3 clusters Score -388541.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -388558.250000 Penalty: 2700.804932
	Iteration 59Q: 3 clusters Score -388558.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -388569.250000 Penalty: 2700.804932
	Iteration 60F: 3 clusters Score -388569.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -388579.125000 Penalty: 2700.804932
	Iteration 61Q: 3 clusters Score -388579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -388586.281250 Penalty: 2700.804932
	Iteration 62Q: 3 clusters Score -388586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -388588.375000 Penalty: 2700.804932
	Iteration 63Q: 3 clusters Score -388588.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -388590.781250 Penalty: 2700.804932
	Iteration 64Q: 3 clusters Score -388590.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -388592.593750 Penalty: 2700.804932
	Iteration 65Q: 3 clusters Score -388592.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -388595.031250 Penalty: 2700.804932
	Iteration 66Q: 3 clusters Score -388595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -388598.781250 Penalty: 2700.804932
	Iteration 67Q: 3 clusters Score -388598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -388600.437500 Penalty: 2700.804932
	Iteration 68Q: 3 clusters Score -388600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -388601.093750 Penalty: 2700.804932
	Iteration 69Q: 3 clusters Score -388601.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -388601.093750 Penalty: 2700.804932
	Iteration 70F: 3 clusters Score -388601.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Entering Unmasked Estep 
Score: -949217.625000 Penalty: 1501.230957
	Iteration 0F: 2 clusters Score -949217.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -941852.937500 Penalty: 3002.461914
	Iteration 0F: 3 clusters Score -941852.9 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -944240.562500 Penalty: 3002.461914
	Iteration 1F: 3 clusters Score -944240.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -944471.937500 Penalty: 3002.461914
	Iteration 2F: 3 clusters Score -944471.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -944682.000000 Penalty: 3002.461914
	Iteration 3Q: 3 clusters Score -944682 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -944873.000000 Penalty: 3002.461914
	Iteration 4Q: 3 clusters Score -944873 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -945086.750000 Penalty: 3002.461914
	Iteration 5Q: 3 clusters Score -945086.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -945341.687500 Penalty: 3002.461914
	Iteration 6Q: 3 clusters Score -945341.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -945628.125000 Penalty: 3002.461914
	Iteration 7Q: 3 clusters Score -945628.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -945940.625000 Penalty: 3002.461914
	Iteration 8Q: 3 clusters Score -945940.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -946303.875000 Penalty: 3002.461914
	Iteration 9F: 3 clusters Score -946303.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -946648.312500 Penalty: 3002.461914
	Iteration 10F: 3 clusters Score -946648.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -947001.250000 Penalty: 3002.461914
	Iteration 11Q: 3 clusters Score -947001.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -947278.562500 Penalty: 3002.461914
	Iteration 12Q: 3 clusters Score -947278.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -947486.687500 Penalty: 3002.461914
	Iteration 13Q: 3 clusters Score -947486.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -947663.125000 Penalty: 3002.461914
	Iteration 14Q: 3 clusters Score -947663.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -947854.437500 Penalty: 3002.461914
	Iteration 15Q: 3 clusters Score -947854.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -948023.500000 Penalty: 3002.461914
	Iteration 16Q: 3 clusters Score -948023.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -948090.375000 Penalty: 3002.461914
	Iteration 17Q: 3 clusters Score -948090.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -948120.625000 Penalty: 3002.461914
	Iteration 18Q: 3 clusters Score -948120.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -948144.687500 Penalty: 3002.461914
	Iteration 19Q: 3 clusters Score -948144.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -948160.562500 Penalty: 3002.461914
	Iteration 20F: 3 clusters Score -948160.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -948170.750000 Penalty: 3002.461914
	Iteration 21Q: 3 clusters Score -948170.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -948178.000000 Penalty: 3002.461914
	Iteration 22Q: 3 clusters Score -948178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -948182.125000 Penalty: 3002.461914
	Iteration 23Q: 3 clusters Score -948182.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -948188.750000 Penalty: 3002.461914
	Iteration 24Q: 3 clusters Score -948188.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -948196.687500 Penalty: 3002.461914
	Iteration 25Q: 3 clusters Score -948196.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -948197.562500 Penalty: 3002.461914
	Iteration 26Q: 3 clusters Score -948197.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -948202.437500 Penalty: 3002.461914
	Iteration 27Q: 3 clusters Score -948202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -948205.750000 Penalty: 3002.461914
	Iteration 28Q: 3 clusters Score -948205.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -948206.500000 Penalty: 3002.461914
	Iteration 29Q: 3 clusters Score -948206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -948210.812500 Penalty: 3002.461914
	Iteration 30Q: 3 clusters Score -948210.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -948211.250000 Penalty: 3002.461914
	Iteration 31Q: 3 clusters Score -948211.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -948211.625000 Penalty: 3002.461914
	Iteration 32Q: 3 clusters Score -948211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -948211.562500 Penalty: 3002.461914
	Iteration 33Q: 3 clusters Score -948211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -948212.937500 Penalty: 3002.461914
	Iteration 34Q: 3 clusters Score -948212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -948212.000000 Penalty: 3002.461914
	Iteration 35Q: 3 clusters Score -948212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -948213.375000 Penalty: 3002.461914
	Iteration 36Q: 3 clusters Score -948213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -948215.187500 Penalty: 3002.461914
	Iteration 37Q: 3 clusters Score -948215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -948214.812500 Penalty: 3002.461914
	Iteration 38Q: 3 clusters Score -948214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -948214.562500 Penalty: 3002.461914
	Iteration 39Q: 3 clusters Score -948214.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -948215.562500 Penalty: 3002.461914
	Iteration 40F: 3 clusters Score -948215.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -948216.375000 Penalty: 3002.461914
	Iteration 41Q: 3 clusters Score -948216.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -948217.062500 Penalty: 3002.461914
	Iteration 42Q: 3 clusters Score -948217.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -948215.000000 Penalty: 3002.461914
	Iteration 43Q: 3 clusters Score -948215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -948216.187500 Penalty: 3002.461914
	Iteration 44Q: 3 clusters Score -948216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -948216.687500 Penalty: 3002.461914
	Iteration 45Q: 3 clusters Score -948216.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -948217.687500 Penalty: 3002.461914
	Iteration 46Q: 3 clusters Score -948217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -948217.812500 Penalty: 3002.461914
	Iteration 47Q: 3 clusters Score -948217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -948219.687500 Penalty: 3002.461914
	Iteration 48Q: 3 clusters Score -948219.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -948222.812500 Penalty: 3002.461914
	Iteration 49Q: 3 clusters Score -948222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -948221.562500 Penalty: 3002.461914
	Iteration 50Q: 3 clusters Score -948221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -948223.250000 Penalty: 3002.461914
	Iteration 51Q: 3 clusters Score -948223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -948226.250000 Penalty: 3002.461914
	Iteration 52Q: 3 clusters Score -948226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -948229.000000 Penalty: 3002.461914
	Iteration 53Q: 3 clusters Score -948229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -948230.187500 Penalty: 3002.461914
	Iteration 54Q: 3 clusters Score -948230.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -948233.000000 Penalty: 3002.461914
	Iteration 55Q: 3 clusters Score -948233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -948232.312500 Penalty: 3002.461914
	Iteration 56Q: 3 clusters Score -948232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -948234.812500 Penalty: 3002.461914
	Iteration 57Q: 3 clusters Score -948234.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -948235.687500 Penalty: 3002.461914
	Iteration 58Q: 3 clusters Score -948235.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -948239.937500 Penalty: 3002.461914
	Iteration 59Q: 3 clusters Score -948239.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -948239.375000 Penalty: 3002.461914
	Iteration 60F: 3 clusters Score -948239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -948243.562500 Penalty: 3002.461914
	Iteration 61Q: 3 clusters Score -948243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -948243.500000 Penalty: 3002.461914
	Iteration 62Q: 3 clusters Score -948243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -948242.812500 Penalty: 3002.461914
	Iteration 63Q: 3 clusters Score -948242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -948245.187500 Penalty: 3002.461914
	Iteration 64Q: 3 clusters Score -948245.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -948245.187500 Penalty: 3002.461914
	Iteration 65F: 3 clusters Score -948245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (77758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Entering Unmasked Estep 
Score: -7460222.000000 Penalty: 1829.970459
	Iteration 0F: 2 clusters Score -7460222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -7408332.500000 Penalty: 3659.940918
	Iteration 0F: 3 clusters Score -7408332 nChanged 36946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7429779.500000 Penalty: 3659.940918
	Iteration 1F: 3 clusters Score -7429780 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -7430482.000000 Penalty: 3659.940918
	Iteration 2Q: 3 clusters Score -7430482 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -7431274.500000 Penalty: 3659.940918
	Iteration 3Q: 3 clusters Score -7431274 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -7432124.000000 Penalty: 3659.940918
	Iteration 4Q: 3 clusters Score -7432124 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -7433144.500000 Penalty: 3659.940918
	Iteration 5Q: 3 clusters Score -7433144 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -7434473.500000 Penalty: 3659.940918
	Iteration 6Q: 3 clusters Score -7434474 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -7436329.000000 Penalty: 3659.940918
	Iteration 7Q: 3 clusters Score -7436329 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -7438703.000000 Penalty: 3659.940918
	Iteration 8F: 3 clusters Score -7438703 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -7441606.500000 Penalty: 3659.940918
	Iteration 9F: 3 clusters Score -7441606 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 50949 members 
Entering Unmasked Estep 
Score: -7444529.500000 Penalty: 3659.940918
	Iteration 10F: 3 clusters Score -7444530 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 53059 members 
Entering Unmasked Estep 
Score: -7446701.500000 Penalty: 3659.940918
	Iteration 11Q: 3 clusters Score -7446702 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -7448016.500000 Penalty: 3659.940918
	Iteration 12Q: 3 clusters Score -7448016 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -7448971.500000 Penalty: 3659.940918
	Iteration 13Q: 3 clusters Score -7448972 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 57953 members 
Entering Unmasked Estep 
Score: -7449743.500000 Penalty: 3659.940918
	Iteration 14Q: 3 clusters Score -7449744 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 59412 members 
Entering Unmasked Estep 
Score: -7450516.000000 Penalty: 3659.940918
	Iteration 15Q: 3 clusters Score -7450516 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -7451240.500000 Penalty: 3659.940918
	Iteration 16Q: 3 clusters Score -7451240 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -7451961.000000 Penalty: 3659.940918
	Iteration 17Q: 3 clusters Score -7451961 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -7452555.000000 Penalty: 3659.940918
	Iteration 18Q: 3 clusters Score -7452555 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -7453054.500000 Penalty: 3659.940918
	Iteration 19Q: 3 clusters Score -7453054 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 65644 members 
Entering Unmasked Estep 
Score: -7453510.500000 Penalty: 3659.940918
	Iteration 20F: 3 clusters Score -7453510 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -7453903.000000 Penalty: 3659.940918
	Iteration 21Q: 3 clusters Score -7453903 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -7454386.500000 Penalty: 3659.940918
	Iteration 22Q: 3 clusters Score -7454386 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 68746 members 
Entering Unmasked Estep 
Score: -7454821.500000 Penalty: 3659.940918
	Iteration 23Q: 3 clusters Score -7454822 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -7455318.500000 Penalty: 3659.940918
	Iteration 24Q: 3 clusters Score -7455318 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 70690 members 
Entering Unmasked Estep 
Score: -7455796.000000 Penalty: 3659.940918
	Iteration 25Q: 3 clusters Score -7455796 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -7456155.000000 Penalty: 3659.940918
	Iteration 26Q: 3 clusters Score -7456155 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 72319 members 
Entering Unmasked Estep 
Score: -7456505.500000 Penalty: 3659.940918
	Iteration 27Q: 3 clusters Score -7456506 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -7456818.500000 Penalty: 3659.940918
	Iteration 28Q: 3 clusters Score -7456818 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 73597 members 
Entering Unmasked Estep 
Score: -7457106.500000 Penalty: 3659.940918
	Iteration 29Q: 3 clusters Score -7457106 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 74162 members 
Entering Unmasked Estep 
Score: -7457424.500000 Penalty: 3659.940918
	Iteration 30Q: 3 clusters Score -7457424 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 74649 members 
Entering Unmasked Estep 
Score: -7457642.500000 Penalty: 3659.940918
	Iteration 31Q: 3 clusters Score -7457642 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -7457862.000000 Penalty: 3659.940918
	Iteration 32Q: 3 clusters Score -7457862 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 75352 members 
Entering Unmasked Estep 
Score: -7458009.000000 Penalty: 3659.940918
	Iteration 33Q: 3 clusters Score -7458009 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 75612 members 
Entering Unmasked Estep 
Score: -7458135.000000 Penalty: 3659.940918
	Iteration 34Q: 3 clusters Score -7458135 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -7458217.500000 Penalty: 3659.940918
	Iteration 35Q: 3 clusters Score -7458218 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 76003 members 
Entering Unmasked Estep 
Score: -7458321.500000 Penalty: 3659.940918
	Iteration 36Q: 3 clusters Score -7458322 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -7458389.500000 Penalty: 3659.940918
	Iteration 37Q: 3 clusters Score -7458390 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 76265 members 
Entering Unmasked Estep 
Score: -7458442.000000 Penalty: 3659.940918
	Iteration 38Q: 3 clusters Score -7458442 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -7458464.000000 Penalty: 3659.940918
	Iteration 39Q: 3 clusters Score -7458464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 76450 members 
Entering Unmasked Estep 
Score: -7458493.000000 Penalty: 3659.940918
	Iteration 40F: 3 clusters Score -7458493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -7458508.500000 Penalty: 3659.940918
	Iteration 41Q: 3 clusters Score -7458508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 76581 members 
Entering Unmasked Estep 
Score: -7458518.500000 Penalty: 3659.940918
	Iteration 42Q: 3 clusters Score -7458518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -7458537.000000 Penalty: 3659.940918
	Iteration 43Q: 3 clusters Score -7458537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 76692 members 
Entering Unmasked Estep 
Score: -7458567.000000 Penalty: 3659.940918
	Iteration 44Q: 3 clusters Score -7458567 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 76731 members 
Entering Unmasked Estep 
Score: -7458562.000000 Penalty: 3659.940918
	Iteration 45Q: 3 clusters Score -7458562 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 76769 members 
Entering Unmasked Estep 
Score: -7458585.500000 Penalty: 3659.940918
	Iteration 46Q: 3 clusters Score -7458586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -7458596.000000 Penalty: 3659.940918
	Iteration 47Q: 3 clusters Score -7458596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 76814 members 
Entering Unmasked Estep 
Score: -7458598.000000 Penalty: 3659.940918
	Iteration 48Q: 3 clusters Score -7458598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 76834 members 
Entering Unmasked Estep 
Score: -7458591.000000 Penalty: 3659.940918
	Iteration 49Q: 3 clusters Score -7458591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -7458607.000000 Penalty: 3659.940918
	Iteration 50Q: 3 clusters Score -7458607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 76876 members 
Entering Unmasked Estep 
Score: -7458631.000000 Penalty: 3659.940918
	Iteration 51Q: 3 clusters Score -7458631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 76896 members 
Entering Unmasked Estep 
Score: -7458637.500000 Penalty: 3659.940918
	Iteration 52Q: 3 clusters Score -7458638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 76910 members 
Entering Unmasked Estep 
Score: -7458656.500000 Penalty: 3659.940918
	Iteration 53Q: 3 clusters Score -7458656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -7458656.500000 Penalty: 3659.940918
	Iteration 54Q: 3 clusters Score -7458656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -7458669.000000 Penalty: 3659.940918
	Iteration 55Q: 3 clusters Score -7458669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -7458676.000000 Penalty: 3659.940918
	Iteration 56Q: 3 clusters Score -7458676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 76969 members 
Entering Unmasked Estep 
Score: -7458687.500000 Penalty: 3659.940918
	Iteration 57Q: 3 clusters Score -7458688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -7458691.500000 Penalty: 3659.940918
	Iteration 58Q: 3 clusters Score -7458692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 76992 members 
Entering Unmasked Estep 
Score: -7458690.000000 Penalty: 3659.940918
	Iteration 59Q: 3 clusters Score -7458690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -7458705.500000 Penalty: 3659.940918
	Iteration 60F: 3 clusters Score -7458706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -7458705.500000 Penalty: 3659.940918
	Iteration 61Q: 3 clusters Score -7458706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 77021 members 
Entering Unmasked Estep 
Score: -7458719.000000 Penalty: 3659.940918
	Iteration 62Q: 3 clusters Score -7458719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 77029 members 
Entering Unmasked Estep 
Score: -7458724.000000 Penalty: 3659.940918
	Iteration 63Q: 3 clusters Score -7458724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -7458724.500000 Penalty: 3659.940918
	Iteration 64Q: 3 clusters Score -7458724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -7458740.500000 Penalty: 3659.940918
	Iteration 65Q: 3 clusters Score -7458740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 77049 members 
Entering Unmasked Estep 
Score: -7458736.500000 Penalty: 3659.940918
	Iteration 66Q: 3 clusters Score -7458736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -7458734.500000 Penalty: 3659.940918
	Iteration 67Q: 3 clusters Score -7458734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 77050 members 
Entering Unmasked Estep 
Score: -7458733.000000 Penalty: 3659.940918
	Iteration 68Q: 3 clusters Score -7458733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -7458736.000000 Penalty: 3659.940918
	Iteration 69Q: 3 clusters Score -7458736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 77051 members 
Entering Unmasked Estep 
Score: -7458736.000000 Penalty: 3659.940918
	Iteration 70F: 3 clusters Score -7458736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (151975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151975 members 
Entering Unmasked Estep 
Score: -14411721.000000 Penalty: 1938.864014
	Iteration 0F: 2 clusters Score -1.441172e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75463 members 
Mstep: Class 2 contains 76512 members 
Entering Unmasked Estep 
Score: -14310570.000000 Penalty: 3877.728027
	Iteration 0F: 3 clusters Score -1.431057e+07 nChanged 73310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63505 members 
Mstep: Class 2 contains 88470 members 
Entering Unmasked Estep 
Score: -14356157.000000 Penalty: 3877.728027
	Iteration 1F: 3 clusters Score -1.435616e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 96389 members 
Entering Unmasked Estep 
Score: -14361369.000000 Penalty: 3877.728027
	Iteration 2F: 3 clusters Score -1.436137e+07 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 107620 members 
Entering Unmasked Estep 
Score: -14370153.000000 Penalty: 3877.728027
	Iteration 3F: 3 clusters Score -1.437015e+07 nChanged 13692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 120570 members 
Entering Unmasked Estep 
Score: -14382116.000000 Penalty: 3877.728027
	Iteration 4F: 3 clusters Score -1.438212e+07 nChanged 12458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 132510 members 
Entering Unmasked Estep 
Score: -14393673.000000 Penalty: 3877.728027
	Iteration 5F: 3 clusters Score -1.439367e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 141022 members 
Entering Unmasked Estep 
Score: -14401198.000000 Penalty: 3877.728027
	Iteration 6F: 3 clusters Score -1.44012e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 146209 members 
Entering Unmasked Estep 
Score: -14405524.000000 Penalty: 3877.728027
	Iteration 7Q: 3 clusters Score -1.440552e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 149203 members 
Entering Unmasked Estep 
Score: -14407865.000000 Penalty: 3877.728027
	Iteration 8Q: 3 clusters Score -1.440786e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 150692 members 
Entering Unmasked Estep 
Score: -14409093.000000 Penalty: 3877.728027
	Iteration 9Q: 3 clusters Score -1.440909e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 151338 members 
Entering Unmasked Estep 
Score: -14409638.000000 Penalty: 3877.728027
	Iteration 10Q: 3 clusters Score -1.440964e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 151565 members 
Entering Unmasked Estep 
Score: -14409816.000000 Penalty: 3877.728027
	Iteration 11Q: 3 clusters Score -1.440982e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 151656 members 
Entering Unmasked Estep 
Score: -14409931.000000 Penalty: 3877.728027
	Iteration 12Q: 3 clusters Score -1.440993e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 151695 members 
Entering Unmasked Estep 
Score: -14409993.000000 Penalty: 3877.728027
	Iteration 13Q: 3 clusters Score -1.440999e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 151714 members 
Entering Unmasked Estep 
Score: -14410030.000000 Penalty: 3877.728027
	Iteration 14Q: 3 clusters Score -1.441003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 151720 members 
Entering Unmasked Estep 
Score: -14410073.000000 Penalty: 3877.728027
	Iteration 15Q: 3 clusters Score -1.441007e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 151725 members 
Entering Unmasked Estep 
Score: -14410092.000000 Penalty: 3877.728027
	Iteration 16Q: 3 clusters Score -1.441009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 151726 members 
Entering Unmasked Estep 
Score: -14410117.000000 Penalty: 3877.728027
	Iteration 17Q: 3 clusters Score -1.441012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 151728 members 
Entering Unmasked Estep 
Score: -14410137.000000 Penalty: 3877.728027
	Iteration 18Q: 3 clusters Score -1.441014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 151727 members 
Entering Unmasked Estep 
Score: -14410145.000000 Penalty: 3877.728027
	Iteration 19Q: 3 clusters Score -1.441014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 151731 members 
Entering Unmasked Estep 
Score: -14410169.000000 Penalty: 3877.728027
	Iteration 20F: 3 clusters Score -1.441017e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 151722 members 
Entering Unmasked Estep 
Score: -14410187.000000 Penalty: 3877.728027
	Iteration 21Q: 3 clusters Score -1.441019e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 151719 members 
Entering Unmasked Estep 
Score: -14410216.000000 Penalty: 3877.728027
	Iteration 22Q: 3 clusters Score -1.441022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 151713 members 
Entering Unmasked Estep 
Score: -14410227.000000 Penalty: 3877.728027
	Iteration 23Q: 3 clusters Score -1.441023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 151708 members 
Entering Unmasked Estep 
Score: -14410231.000000 Penalty: 3877.728027
	Iteration 24Q: 3 clusters Score -1.441023e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 151705 members 
Entering Unmasked Estep 
Score: -14410242.000000 Penalty: 3877.728027
	Iteration 25Q: 3 clusters Score -1.441024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 151703 members 
Entering Unmasked Estep 
Score: -14410248.000000 Penalty: 3877.728027
	Iteration 26Q: 3 clusters Score -1.441025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 151701 members 
Entering Unmasked Estep 
Score: -14410251.000000 Penalty: 3877.728027
	Iteration 27Q: 3 clusters Score -1.441025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 151705 members 
Entering Unmasked Estep 
Score: -14410260.000000 Penalty: 3877.728027
	Iteration 28Q: 3 clusters Score -1.441026e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 151703 members 
Entering Unmasked Estep 
Score: -14410265.000000 Penalty: 3877.728027
	Iteration 29Q: 3 clusters Score -1.441026e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 151702 members 
Entering Unmasked Estep 
Score: -14410275.000000 Penalty: 3877.728027
	Iteration 30Q: 3 clusters Score -1.441028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 151700 members 
Entering Unmasked Estep 
Score: -14410281.000000 Penalty: 3877.728027
	Iteration 31Q: 3 clusters Score -1.441028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 151699 members 
Entering Unmasked Estep 
Score: -14410270.000000 Penalty: 3877.728027
	Iteration 32Q: 3 clusters Score -1.441027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 151698 members 
Entering Unmasked Estep 
Score: -14410274.000000 Penalty: 3877.728027
	Iteration 33Q: 3 clusters Score -1.441027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 151698 members 
Entering Unmasked Estep 
Score: -14410280.000000 Penalty: 3877.728027
	Iteration 34Q: 3 clusters Score -1.441028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 151696 members 
Entering Unmasked Estep 
Score: -14410272.000000 Penalty: 3877.728027
	Iteration 35Q: 3 clusters Score -1.441027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 151694 members 
Entering Unmasked Estep 
Score: -14410269.000000 Penalty: 3877.728027
	Iteration 36Q: 3 clusters Score -1.441027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 151693 members 
Entering Unmasked Estep 
Score: -14410277.000000 Penalty: 3877.728027
	Iteration 37Q: 3 clusters Score -1.441028e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 151692 members 
Entering Unmasked Estep 
Score: -14410282.000000 Penalty: 3877.728027
	Iteration 38Q: 3 clusters Score -1.441028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 151692 members 
Entering Unmasked Estep 
Score: -14410282.000000 Penalty: 3877.728027
	Iteration 39F: 3 clusters Score -1.441028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -311791.812500 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -311791.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -308833.906250 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -308833.9 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -309657.031250 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -309657 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -309858.625000 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -309858.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -310023.750000 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -310023.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -310157.406250 Penalty: 2640.445312
	Iteration 4F: 3 clusters Score -310157.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -310278.812500 Penalty: 2640.445312
	Iteration 5Q: 3 clusters Score -310278.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -310401.500000 Penalty: 2640.445312
	Iteration 6Q: 3 clusters Score -310401.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -310538.093750 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -310538.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -310668.937500 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -310668.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -310772.156250 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -310772.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -310864.218750 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -310864.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -310976.687500 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -310976.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -311097.312500 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -311097.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -311235.093750 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -311235.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -311355.500000 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -311355.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -311428.562500 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -311428.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -311465.812500 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -311465.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -311485.593750 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -311485.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -311495.375000 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -311495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -311499.562500 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -311499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -311503.468750 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -311503.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -311505.906250 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -311505.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -311510.062500 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -311510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -311511.656250 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -311511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -311511.937500 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -311511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -311513.093750 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -311513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -311513.531250 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -311513.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -311513.937500 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -311513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -311514.250000 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -311514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -311514.250000 Penalty: 2640.445312
	Iteration 29F: 3 clusters Score -311514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Entering Unmasked Estep 
Score: -484221.125000 Penalty: 1383.490479
	Iteration 0F: 2 clusters Score -484221.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -480220.125000 Penalty: 2766.980957
	Iteration 0F: 3 clusters Score -480220.1 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -481326.968750 Penalty: 2766.980957
	Iteration 1F: 3 clusters Score -481327 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -481482.312500 Penalty: 2766.980957
	Iteration 2F: 3 clusters Score -481482.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -481573.968750 Penalty: 2766.980957
	Iteration 3Q: 3 clusters Score -481574 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -481654.218750 Penalty: 2766.980957
	Iteration 4Q: 3 clusters Score -481654.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -481714.406250 Penalty: 2766.980957
	Iteration 5Q: 3 clusters Score -481714.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -481760.468750 Penalty: 2766.980957
	Iteration 6Q: 3 clusters Score -481760.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -481790.375000 Penalty: 2766.980957
	Iteration 7Q: 3 clusters Score -481790.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -481812.625000 Penalty: 2766.980957
	Iteration 8Q: 3 clusters Score -481812.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -481836.593750 Penalty: 2766.980957
	Iteration 9Q: 3 clusters Score -481836.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -481857.687500 Penalty: 2766.980957
	Iteration 10Q: 3 clusters Score -481857.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -481873.906250 Penalty: 2766.980957
	Iteration 11Q: 3 clusters Score -481873.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -481889.250000 Penalty: 2766.980957
	Iteration 12Q: 3 clusters Score -481889.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -481903.437500 Penalty: 2766.980957
	Iteration 13Q: 3 clusters Score -481903.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -481921.562500 Penalty: 2766.980957
	Iteration 14Q: 3 clusters Score -481921.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -481936.812500 Penalty: 2766.980957
	Iteration 15Q: 3 clusters Score -481936.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -481954.718750 Penalty: 2766.980957
	Iteration 16Q: 3 clusters Score -481954.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -481973.375000 Penalty: 2766.980957
	Iteration 17Q: 3 clusters Score -481973.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -481990.562500 Penalty: 2766.980957
	Iteration 18Q: 3 clusters Score -481990.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -482016.593750 Penalty: 2766.980957
	Iteration 19Q: 3 clusters Score -482016.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -482049.156250 Penalty: 2766.980957
	Iteration 20F: 3 clusters Score -482049.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -482084.187500 Penalty: 2766.980957
	Iteration 21Q: 3 clusters Score -482084.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -482138.062500 Penalty: 2766.980957
	Iteration 22Q: 3 clusters Score -482138.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -482204.468750 Penalty: 2766.980957
	Iteration 23Q: 3 clusters Score -482204.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -482287.468750 Penalty: 2766.980957
	Iteration 24Q: 3 clusters Score -482287.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -482374.593750 Penalty: 2766.980957
	Iteration 25Q: 3 clusters Score -482374.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -482470.000000 Penalty: 2766.980957
	Iteration 26Q: 3 clusters Score -482470 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -482569.218750 Penalty: 2766.980957
	Iteration 27Q: 3 clusters Score -482569.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -482676.125000 Penalty: 2766.980957
	Iteration 28Q: 3 clusters Score -482676.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -482762.968750 Penalty: 2766.980957
	Iteration 29Q: 3 clusters Score -482763 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -482831.562500 Penalty: 2766.980957
	Iteration 30Q: 3 clusters Score -482831.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -482889.437500 Penalty: 2766.980957
	Iteration 31Q: 3 clusters Score -482889.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -482946.500000 Penalty: 2766.980957
	Iteration 32Q: 3 clusters Score -482946.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -482974.812500 Penalty: 2766.980957
	Iteration 33Q: 3 clusters Score -482974.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -482993.187500 Penalty: 2766.980957
	Iteration 34Q: 3 clusters Score -482993.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -483008.125000 Penalty: 2766.980957
	Iteration 35Q: 3 clusters Score -483008.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -483022.593750 Penalty: 2766.980957
	Iteration 36Q: 3 clusters Score -483022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -483029.718750 Penalty: 2766.980957
	Iteration 37Q: 3 clusters Score -483029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -483036.875000 Penalty: 2766.980957
	Iteration 38Q: 3 clusters Score -483036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -483046.500000 Penalty: 2766.980957
	Iteration 39Q: 3 clusters Score -483046.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -483050.718750 Penalty: 2766.980957
	Iteration 40F: 3 clusters Score -483050.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -483051.875000 Penalty: 2766.980957
	Iteration 41Q: 3 clusters Score -483051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -483051.875000 Penalty: 2766.980957
	Iteration 42F: 3 clusters Score -483051.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -305612.406250 Penalty: 1312.383179
	Iteration 0F: 2 clusters Score -305612.4 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 1573 members 
Entering Unmasked Estep 
Score: -302735.406250 Penalty: 2624.766357
	Iteration 0F: 3 clusters Score -302735.4 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -303424.968750 Penalty: 2624.766357
	Iteration 1F: 3 clusters Score -303425 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -303570.562500 Penalty: 2624.766357
	Iteration 2F: 3 clusters Score -303570.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -303657.906250 Penalty: 2624.766357
	Iteration 3Q: 3 clusters Score -303657.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -303712.593750 Penalty: 2624.766357
	Iteration 4Q: 3 clusters Score -303712.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -303750.593750 Penalty: 2624.766357
	Iteration 5Q: 3 clusters Score -303750.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -303789.593750 Penalty: 2624.766357
	Iteration 6Q: 3 clusters Score -303789.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -303819.156250 Penalty: 2624.766357
	Iteration 7Q: 3 clusters Score -303819.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -303837.843750 Penalty: 2624.766357
	Iteration 8Q: 3 clusters Score -303837.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -303854.937500 Penalty: 2624.766357
	Iteration 9Q: 3 clusters Score -303854.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -303875.937500 Penalty: 2624.766357
	Iteration 10Q: 3 clusters Score -303875.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -303898.906250 Penalty: 2624.766357
	Iteration 11Q: 3 clusters Score -303898.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -303932.281250 Penalty: 2624.766357
	Iteration 12Q: 3 clusters Score -303932.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -303978.218750 Penalty: 2624.766357
	Iteration 13Q: 3 clusters Score -303978.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -304017.656250 Penalty: 2624.766357
	Iteration 14Q: 3 clusters Score -304017.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -304056.687500 Penalty: 2624.766357
	Iteration 15Q: 3 clusters Score -304056.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -304113.156250 Penalty: 2624.766357
	Iteration 16Q: 3 clusters Score -304113.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -304186.000000 Penalty: 2624.766357
	Iteration 17Q: 3 clusters Score -304186 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -304265.062500 Penalty: 2624.766357
	Iteration 18Q: 3 clusters Score -304265.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -304321.281250 Penalty: 2624.766357
	Iteration 19Q: 3 clusters Score -304321.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -304356.875000 Penalty: 2624.766357
	Iteration 20F: 3 clusters Score -304356.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -304382.343750 Penalty: 2624.766357
	Iteration 21Q: 3 clusters Score -304382.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -304404.281250 Penalty: 2624.766357
	Iteration 22Q: 3 clusters Score -304404.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -304420.625000 Penalty: 2624.766357
	Iteration 23Q: 3 clusters Score -304420.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -304432.312500 Penalty: 2624.766357
	Iteration 24Q: 3 clusters Score -304432.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -304445.875000 Penalty: 2624.766357
	Iteration 25Q: 3 clusters Score -304445.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -304455.937500 Penalty: 2624.766357
	Iteration 26Q: 3 clusters Score -304455.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -304463.031250 Penalty: 2624.766357
	Iteration 27Q: 3 clusters Score -304463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -304467.187500 Penalty: 2624.766357
	Iteration 28Q: 3 clusters Score -304467.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -304467.875000 Penalty: 2624.766357
	Iteration 29Q: 3 clusters Score -304467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -304470.250000 Penalty: 2624.766357
	Iteration 30Q: 3 clusters Score -304470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -304472.343750 Penalty: 2624.766357
	Iteration 31Q: 3 clusters Score -304472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -304474.031250 Penalty: 2624.766357
	Iteration 32Q: 3 clusters Score -304474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -304474.062500 Penalty: 2624.766357
	Iteration 33Q: 3 clusters Score -304474.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -304476.156250 Penalty: 2624.766357
	Iteration 34Q: 3 clusters Score -304476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -304479.250000 Penalty: 2624.766357
	Iteration 35Q: 3 clusters Score -304479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -304482.218750 Penalty: 2624.766357
	Iteration 36Q: 3 clusters Score -304482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -304485.937500 Penalty: 2624.766357
	Iteration 37Q: 3 clusters Score -304485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -304487.593750 Penalty: 2624.766357
	Iteration 38Q: 3 clusters Score -304487.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -304490.875000 Penalty: 2624.766357
	Iteration 39Q: 3 clusters Score -304490.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -304495.343750 Penalty: 2624.766357
	Iteration 40F: 3 clusters Score -304495.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -304498.593750 Penalty: 2624.766357
	Iteration 41Q: 3 clusters Score -304498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -304502.343750 Penalty: 2624.766357
	Iteration 42Q: 3 clusters Score -304502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -304505.937500 Penalty: 2624.766357
	Iteration 43Q: 3 clusters Score -304505.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -304510.750000 Penalty: 2624.766357
	Iteration 44Q: 3 clusters Score -304510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -304513.656250 Penalty: 2624.766357
	Iteration 45Q: 3 clusters Score -304513.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -304516.968750 Penalty: 2624.766357
	Iteration 46Q: 3 clusters Score -304517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -304519.343750 Penalty: 2624.766357
	Iteration 47Q: 3 clusters Score -304519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -304520.312500 Penalty: 2624.766357
	Iteration 48Q: 3 clusters Score -304520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -304520.500000 Penalty: 2624.766357
	Iteration 49Q: 3 clusters Score -304520.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -304521.156250 Penalty: 2624.766357
	Iteration 50Q: 3 clusters Score -304521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -304521.156250 Penalty: 2624.766357
	Iteration 51F: 3 clusters Score -304521.2 nChanged 0
--- Evaluating fit on full set of 1702945 points ---
Entering Unmasked Estep 
Score: -157536016.000000 Penalty: 48962.105469
21->22 Clusters: Score -157536016.000000, best is -157551952.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 567648 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 26855 members 
Mstep: Class 3 contains 27016 members 
Mstep: Class 4 contains 27143 members 
Mstep: Class 5 contains 27204 members 
Mstep: Class 6 contains 26893 members 
Mstep: Class 7 contains 27074 members 
Mstep: Class 8 contains 27073 members 
Mstep: Class 9 contains 26936 members 
Mstep: Class 10 contains 26878 members 
Mstep: Class 11 contains 27014 members 
Mstep: Class 12 contains 27163 members 
Mstep: Class 13 contains 26895 members 
Mstep: Class 14 contains 26909 members 
Mstep: Class 15 contains 27141 members 
Mstep: Class 16 contains 27043 members 
Mstep: Class 17 contains 26928 members 
Mstep: Class 18 contains 27260 members 
Mstep: Class 19 contains 27029 members 
Mstep: Class 20 contains 27034 members 
Mstep: Class 21 contains 27241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 616.331421 but Gain 2153.003906
Score: -49670024.000000 Penalty: 43060.085938
Iteration 0F: 21 clusters Score -4.967002e+07 nChanged 536363
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 27430 members 
Mstep: Class 3 contains 27250 members 
Mstep: Class 4 contains 18437 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 19861 members 
Mstep: Class 7 contains 30625 members 
Mstep: Class 8 contains 46548 members 
Mstep: Class 9 contains 20694 members 
Mstep: Class 10 contains 40739 members 
Mstep: Class 11 contains 45619 members 
Mstep: Class 12 contains 14312 members 
Mstep: Class 13 contains 16306 members 
Mstep: Class 14 contains 16913 members 
Mstep: Class 15 contains 23442 members 
Mstep: Class 16 contains 43837 members 
Mstep: Class 18 contains 27889 members 
Mstep: Class 19 contains 18920 members 
Mstep: Class 20 contains 19173 members 
Mstep: Class 21 contains 30912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51063032.000000 Penalty: 43060.085938
Iteration 1F: 21 clusters Score -5.106303e+07 nChanged 190410
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 27942 members 
Mstep: Class 3 contains 26719 members 
Mstep: Class 4 contains 21817 members 
Mstep: Class 5 contains 53262 members 
Mstep: Class 6 contains 15507 members 
Mstep: Class 7 contains 33027 members 
Mstep: Class 8 contains 59463 members 
Mstep: Class 9 contains 16754 members 
Mstep: Class 10 contains 38873 members 
Mstep: Class 11 contains 42552 members 
Mstep: Class 12 contains 12124 members 
Mstep: Class 13 contains 12857 members 
Mstep: Class 14 contains 18057 members 
Mstep: Class 15 contains 16299 members 
Mstep: Class 16 contains 53348 members 
Mstep: Class 18 contains 22696 members 
Mstep: Class 19 contains 17210 members 
Mstep: Class 20 contains 14433 members 
Mstep: Class 21 contains 28327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51390596.000000 Penalty: 43060.085938
Iteration 2F: 21 clusters Score -5.13906e+07 nChanged 146383
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 25734 members 
Mstep: Class 3 contains 26907 members 
Mstep: Class 4 contains 29175 members 
Mstep: Class 5 contains 61457 members 
Mstep: Class 6 contains 11677 members 
Mstep: Class 7 contains 33392 members 
Mstep: Class 8 contains 65464 members 
Mstep: Class 9 contains 12619 members 
Mstep: Class 10 contains 35509 members 
Mstep: Class 11 contains 39764 members 
Mstep: Class 12 contains 13187 members 
Mstep: Class 13 contains 11380 members 
Mstep: Class 14 contains 23716 members 
Mstep: Class 15 contains 10184 members 
Mstep: Class 16 contains 59762 members 
Mstep: Class 18 contains 18118 members 
Mstep: Class 19 contains 15791 members 
Mstep: Class 20 contains 12342 members 
Mstep: Class 21 contains 20669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51643236.000000 Penalty: 43060.085938
Iteration 3F: 21 clusters Score -5.164324e+07 nChanged 123525
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 19929 members 
Mstep: Class 3 contains 28179 members 
Mstep: Class 4 contains 34830 members 
Mstep: Class 5 contains 70677 members 
Mstep: Class 6 contains 8516 members 
Mstep: Class 7 contains 31931 members 
Mstep: Class 8 contains 65588 members 
Mstep: Class 9 contains 9226 members 
Mstep: Class 10 contains 30437 members 
Mstep: Class 11 contains 34941 members 
Mstep: Class 12 contains 14401 members 
Mstep: Class 13 contains 9821 members 
Mstep: Class 14 contains 28623 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 64175 members 
Mstep: Class 18 contains 16014 members 
Mstep: Class 19 contains 13901 members 
Mstep: Class 20 contains 13502 members 
Mstep: Class 21 contains 13391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51820280.000000 Penalty: 43060.085938
Iteration 4F: 21 clusters Score -5.182028e+07 nChanged 104341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 14463 members 
Mstep: Class 3 contains 26444 members 
Mstep: Class 4 contains 41613 members 
Mstep: Class 5 contains 76498 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 28701 members 
Mstep: Class 8 contains 65600 members 
Mstep: Class 9 contains 7515 members 
Mstep: Class 10 contains 26008 members 
Mstep: Class 11 contains 28575 members 
Mstep: Class 12 contains 13648 members 
Mstep: Class 13 contains 8217 members 
Mstep: Class 14 contains 30096 members 
Mstep: Class 15 contains 4141 members 
Mstep: Class 16 contains 69676 members 
Mstep: Class 18 contains 16263 members 
Mstep: Class 19 contains 10189 members 
Mstep: Class 20 contains 17413 members 
Mstep: Class 21 contains 8989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51954140.000000 Penalty: 43060.085938
Iteration 5F: 21 clusters Score -5.195414e+07 nChanged 91826
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 79942 members 
Mstep: Class 2 contains 10902 members 
Mstep: Class 3 contains 21652 members 
Mstep: Class 4 contains 55766 members 
Mstep: Class 5 contains 78816 members 
Mstep: Class 6 contains 4971 members 
Mstep: Class 7 contains 24010 members 
Mstep: Class 8 contains 62775 members 
Mstep: Class 9 contains 7038 members 
Mstep: Class 10 contains 22302 members 
Mstep: Class 11 contains 21686 members 
Mstep: Class 12 contains 10378 members 
Mstep: Class 13 contains 7107 members 
Mstep: Class 14 contains 29536 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 79510 members 
Mstep: Class 18 contains 16253 members 
Mstep: Class 19 contains 5799 members 
Mstep: Class 20 contains 19550 members 
Mstep: Class 21 contains 6577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52069952.000000 Penalty: 43060.085938
Iteration 6F: 21 clusters Score -5.206995e+07 nChanged 79806
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 8664 members 
Mstep: Class 3 contains 16499 members 
Mstep: Class 4 contains 71918 members 
Mstep: Class 5 contains 79308 members 
Mstep: Class 6 contains 3661 members 
Mstep: Class 7 contains 19453 members 
Mstep: Class 8 contains 54244 members 
Mstep: Class 9 contains 7013 members 
Mstep: Class 10 contains 19186 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 6343 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 28405 members 
Mstep: Class 15 contains 2696 members 
Mstep: Class 16 contains 95747 members 
Mstep: Class 18 contains 15907 members 
Mstep: Class 19 contains 2658 members 
Mstep: Class 20 contains 18439 members 
Mstep: Class 21 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1120.507568 but Gain 2153.003906
Score: -52166968.000000 Penalty: 40907.082031
Iteration 7F: 20 clusters Score -5.216697e+07 nChanged 64027
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 95679 members 
Mstep: Class 2 contains 7360 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 86580 members 
Mstep: Class 5 contains 79416 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 17125 members 
Mstep: Class 8 contains 42670 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 16507 members 
Mstep: Class 11 contains 11070 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 5573 members 
Mstep: Class 14 contains 27115 members 
Mstep: Class 15 contains 2670 members 
Mstep: Class 16 contains 113920 members 
Mstep: Class 18 contains 15211 members 
Mstep: Class 20 contains 15568 members 
Mstep: Class 21 contains 5222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52234828.000000 Penalty: 40907.082031
Iteration 8F: 20 clusters Score -5.223483e+07 nChanged 44584
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 98718 members 
Mstep: Class 2 contains 6525 members 
Mstep: Class 3 contains 10793 members 
Mstep: Class 4 contains 96391 members 
Mstep: Class 5 contains 79294 members 
Mstep: Class 6 contains 1718 members 
Mstep: Class 7 contains 16643 members 
Mstep: Class 8 contains 31777 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 13936 members 
Mstep: Class 11 contains 7957 members 
Mstep: Class 12 contains 2109 members 
Mstep: Class 13 contains 5236 members 
Mstep: Class 14 contains 25710 members 
Mstep: Class 15 contains 2800 members 
Mstep: Class 16 contains 128422 members 
Mstep: Class 18 contains 14476 members 
Mstep: Class 20 contains 13190 members 
Mstep: Class 21 contains 4896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52275104.000000 Penalty: 40907.082031
Iteration 9F: 20 clusters Score -5.22751e+07 nChanged 30972
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 100188 members 
Mstep: Class 2 contains 6126 members 
Mstep: Class 3 contains 9594 members 
Mstep: Class 4 contains 102927 members 
Mstep: Class 5 contains 79066 members 
Mstep: Class 6 contains 1197 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 24541 members 
Mstep: Class 9 contains 6900 members 
Mstep: Class 10 contains 11710 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 1490 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 24317 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 138130 members 
Mstep: Class 18 contains 13763 members 
Mstep: Class 20 contains 11873 members 
Mstep: Class 21 contains 4976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1956.754395 but Gain 2153.003906
Score: -52301980.000000 Penalty: 38754.078125
Iteration 10F: 19 clusters Score -5.230198e+07 nChanged 22330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 100866 members 
Mstep: Class 2 contains 5999 members 
Mstep: Class 3 contains 8778 members 
Mstep: Class 4 contains 107272 members 
Mstep: Class 5 contains 78548 members 
Mstep: Class 7 contains 16213 members 
Mstep: Class 8 contains 21304 members 
Mstep: Class 9 contains 6854 members 
Mstep: Class 10 contains 10058 members 
Mstep: Class 11 contains 5013 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 23025 members 
Mstep: Class 15 contains 3179 members 
Mstep: Class 16 contains 143876 members 
Mstep: Class 18 contains 13114 members 
Mstep: Class 20 contains 11478 members 
Mstep: Class 21 contains 5505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52322472.000000 Penalty: 38754.078125
Iteration 11Q: 19 clusters Score -5.232247e+07 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 5902 members 
Mstep: Class 3 contains 8176 members 
Mstep: Class 4 contains 110000 members 
Mstep: Class 5 contains 77376 members 
Mstep: Class 7 contains 15280 members 
Mstep: Class 8 contains 21207 members 
Mstep: Class 9 contains 6685 members 
Mstep: Class 10 contains 8854 members 
Mstep: Class 11 contains 4216 members 
Mstep: Class 12 contains 1092 members 
Mstep: Class 13 contains 5506 members 
Mstep: Class 14 contains 21886 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 147110 members 
Mstep: Class 18 contains 12475 members 
Mstep: Class 20 contains 11306 members 
Mstep: Class 21 contains 6199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52334592.000000 Penalty: 38754.078125
Iteration 12Q: 19 clusters Score -5.233459e+07 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 101084 members 
Mstep: Class 2 contains 5787 members 
Mstep: Class 3 contains 7729 members 
Mstep: Class 4 contains 111889 members 
Mstep: Class 5 contains 76054 members 
Mstep: Class 7 contains 14017 members 
Mstep: Class 8 contains 22799 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 8035 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 1040 members 
Mstep: Class 13 contains 5692 members 
Mstep: Class 14 contains 21157 members 
Mstep: Class 15 contains 3421 members 
Mstep: Class 16 contains 148718 members 
Mstep: Class 18 contains 11792 members 
Mstep: Class 20 contains 11225 members 
Mstep: Class 21 contains 6887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52341956.000000 Penalty: 38754.078125
Iteration 13Q: 19 clusters Score -5.234196e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 101202 members 
Mstep: Class 2 contains 5671 members 
Mstep: Class 3 contains 7376 members 
Mstep: Class 4 contains 113191 members 
Mstep: Class 5 contains 74744 members 
Mstep: Class 7 contains 12675 members 
Mstep: Class 8 contains 24772 members 
Mstep: Class 9 contains 6518 members 
Mstep: Class 10 contains 7436 members 
Mstep: Class 11 contains 3416 members 
Mstep: Class 12 contains 1021 members 
Mstep: Class 13 contains 5865 members 
Mstep: Class 14 contains 20973 members 
Mstep: Class 15 contains 3496 members 
Mstep: Class 16 contains 149584 members 
Mstep: Class 18 contains 11117 members 
Mstep: Class 20 contains 11180 members 
Mstep: Class 21 contains 7403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52345672.000000 Penalty: 38754.078125
Iteration 14Q: 19 clusters Score -5.234567e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 5544 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 114109 members 
Mstep: Class 5 contains 73464 members 
Mstep: Class 7 contains 11302 members 
Mstep: Class 8 contains 26839 members 
Mstep: Class 9 contains 6488 members 
Mstep: Class 10 contains 7058 members 
Mstep: Class 11 contains 3189 members 
Mstep: Class 12 contains 1004 members 
Mstep: Class 13 contains 6051 members 
Mstep: Class 14 contains 21044 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 150059 members 
Mstep: Class 18 contains 10481 members 
Mstep: Class 20 contains 11137 members 
Mstep: Class 21 contains 7849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52348628.000000 Penalty: 38754.078125
Iteration 15Q: 19 clusters Score -5.234863e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 101498 members 
Mstep: Class 2 contains 5445 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 114817 members 
Mstep: Class 5 contains 72192 members 
Mstep: Class 7 contains 10042 members 
Mstep: Class 8 contains 28788 members 
Mstep: Class 9 contains 6486 members 
Mstep: Class 10 contains 6797 members 
Mstep: Class 11 contains 3029 members 
Mstep: Class 12 contains 995 members 
Mstep: Class 13 contains 6193 members 
Mstep: Class 14 contains 21222 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 150350 members 
Mstep: Class 18 contains 9950 members 
Mstep: Class 20 contains 11065 members 
Mstep: Class 21 contains 8269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52350820.000000 Penalty: 38754.078125
Iteration 16Q: 19 clusters Score -5.235082e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 115257 members 
Mstep: Class 5 contains 70933 members 
Mstep: Class 7 contains 8881 members 
Mstep: Class 8 contains 30633 members 
Mstep: Class 9 contains 6492 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 2906 members 
Mstep: Class 12 contains 979 members 
Mstep: Class 13 contains 6331 members 
Mstep: Class 14 contains 21415 members 
Mstep: Class 15 contains 3709 members 
Mstep: Class 16 contains 150537 members 
Mstep: Class 18 contains 9504 members 
Mstep: Class 20 contains 11031 members 
Mstep: Class 21 contains 8741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52353092.000000 Penalty: 38754.078125
Iteration 17Q: 19 clusters Score -5.235309e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 101763 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 6475 members 
Mstep: Class 4 contains 115555 members 
Mstep: Class 5 contains 69658 members 
Mstep: Class 7 contains 7917 members 
Mstep: Class 8 contains 32268 members 
Mstep: Class 9 contains 6501 members 
Mstep: Class 10 contains 6518 members 
Mstep: Class 11 contains 2797 members 
Mstep: Class 12 contains 973 members 
Mstep: Class 13 contains 6417 members 
Mstep: Class 14 contains 21582 members 
Mstep: Class 15 contains 3762 members 
Mstep: Class 16 contains 150680 members 
Mstep: Class 18 contains 9144 members 
Mstep: Class 20 contains 11042 members 
Mstep: Class 21 contains 9284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52355056.000000 Penalty: 38754.078125
Iteration 18Q: 19 clusters Score -5.235506e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 101834 members 
Mstep: Class 2 contains 5256 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 4 contains 115786 members 
Mstep: Class 5 contains 68380 members 
Mstep: Class 7 contains 7156 members 
Mstep: Class 8 contains 33745 members 
Mstep: Class 9 contains 6494 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 2701 members 
Mstep: Class 12 contains 973 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 21716 members 
Mstep: Class 15 contains 3788 members 
Mstep: Class 16 contains 150781 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 20 contains 11050 members 
Mstep: Class 21 contains 9838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52356476.000000 Penalty: 38754.078125
Iteration 19Q: 19 clusters Score -5.235648e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 101888 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 6219 members 
Mstep: Class 4 contains 115912 members 
Mstep: Class 5 contains 67177 members 
Mstep: Class 7 contains 6635 members 
Mstep: Class 8 contains 35032 members 
Mstep: Class 9 contains 6496 members 
Mstep: Class 10 contains 6382 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 973 members 
Mstep: Class 13 contains 6587 members 
Mstep: Class 14 contains 21843 members 
Mstep: Class 15 contains 3828 members 
Mstep: Class 16 contains 150826 members 
Mstep: Class 18 contains 8558 members 
Mstep: Class 20 contains 11027 members 
Mstep: Class 21 contains 10404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52358076.000000 Penalty: 38754.078125
Iteration 20F: 19 clusters Score -5.235808e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 101923 members 
Mstep: Class 2 contains 5194 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 116037 members 
Mstep: Class 5 contains 65709 members 
Mstep: Class 7 contains 6248 members 
Mstep: Class 8 contains 36173 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 10 contains 6306 members 
Mstep: Class 11 contains 2569 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 6650 members 
Mstep: Class 14 contains 21958 members 
Mstep: Class 15 contains 3866 members 
Mstep: Class 16 contains 150890 members 
Mstep: Class 18 contains 8276 members 
Mstep: Class 20 contains 11014 members 
Mstep: Class 21 contains 11242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52359680.000000 Penalty: 38754.078125
Iteration 21Q: 19 clusters Score -5.235968e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 101987 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 6005 members 
Mstep: Class 4 contains 116122 members 
Mstep: Class 5 contains 64139 members 
Mstep: Class 7 contains 6061 members 
Mstep: Class 8 contains 37117 members 
Mstep: Class 9 contains 6518 members 
Mstep: Class 10 contains 6257 members 
Mstep: Class 11 contains 2498 members 
Mstep: Class 12 contains 974 members 
Mstep: Class 13 contains 6674 members 
Mstep: Class 14 contains 22045 members 
Mstep: Class 15 contains 3891 members 
Mstep: Class 16 contains 150940 members 
Mstep: Class 18 contains 8019 members 
Mstep: Class 20 contains 11020 members 
Mstep: Class 21 contains 12188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52361080.000000 Penalty: 38754.078125
Iteration 22Q: 19 clusters Score -5.236108e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102031 members 
Mstep: Class 2 contains 5175 members 
Mstep: Class 3 contains 5923 members 
Mstep: Class 4 contains 116261 members 
Mstep: Class 5 contains 62470 members 
Mstep: Class 7 contains 5938 members 
Mstep: Class 8 contains 37897 members 
Mstep: Class 9 contains 6529 members 
Mstep: Class 10 contains 6211 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 12 contains 971 members 
Mstep: Class 13 contains 6679 members 
Mstep: Class 14 contains 22130 members 
Mstep: Class 15 contains 3920 members 
Mstep: Class 16 contains 151006 members 
Mstep: Class 18 contains 7778 members 
Mstep: Class 20 contains 11033 members 
Mstep: Class 21 contains 13272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52362536.000000 Penalty: 38754.078125
Iteration 23Q: 19 clusters Score -5.236254e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102063 members 
Mstep: Class 2 contains 5169 members 
Mstep: Class 3 contains 5849 members 
Mstep: Class 4 contains 116425 members 
Mstep: Class 5 contains 60789 members 
Mstep: Class 7 contains 5867 members 
Mstep: Class 8 contains 38488 members 
Mstep: Class 9 contains 6532 members 
Mstep: Class 10 contains 6165 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 22182 members 
Mstep: Class 15 contains 3939 members 
Mstep: Class 16 contains 151053 members 
Mstep: Class 18 contains 7584 members 
Mstep: Class 20 contains 11057 members 
Mstep: Class 21 contains 14475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52364240.000000 Penalty: 38754.078125
Iteration 24Q: 19 clusters Score -5.236424e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102110 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 5770 members 
Mstep: Class 4 contains 116561 members 
Mstep: Class 5 contains 59117 members 
Mstep: Class 7 contains 5806 members 
Mstep: Class 8 contains 38949 members 
Mstep: Class 9 contains 6533 members 
Mstep: Class 10 contains 6114 members 
Mstep: Class 11 contains 2270 members 
Mstep: Class 12 contains 962 members 
Mstep: Class 13 contains 6714 members 
Mstep: Class 14 contains 22249 members 
Mstep: Class 15 contains 3955 members 
Mstep: Class 16 contains 151107 members 
Mstep: Class 18 contains 7396 members 
Mstep: Class 20 contains 11068 members 
Mstep: Class 21 contains 15788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365984.000000 Penalty: 38754.078125
Iteration 25Q: 19 clusters Score -5.236598e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102150 members 
Mstep: Class 2 contains 5170 members 
Mstep: Class 3 contains 5698 members 
Mstep: Class 4 contains 116710 members 
Mstep: Class 5 contains 57431 members 
Mstep: Class 7 contains 5777 members 
Mstep: Class 8 contains 39308 members 
Mstep: Class 9 contains 6542 members 
Mstep: Class 10 contains 6075 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 6757 members 
Mstep: Class 14 contains 22288 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 151159 members 
Mstep: Class 18 contains 7211 members 
Mstep: Class 20 contains 11070 members 
Mstep: Class 21 contains 17159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52367748.000000 Penalty: 38754.078125
Iteration 26Q: 19 clusters Score -5.236775e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102182 members 
Mstep: Class 2 contains 5176 members 
Mstep: Class 3 contains 5643 members 
Mstep: Class 4 contains 116869 members 
Mstep: Class 5 contains 55817 members 
Mstep: Class 7 contains 5752 members 
Mstep: Class 8 contains 39583 members 
Mstep: Class 9 contains 6549 members 
Mstep: Class 10 contains 6016 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 6777 members 
Mstep: Class 14 contains 22315 members 
Mstep: Class 15 contains 3974 members 
Mstep: Class 16 contains 151206 members 
Mstep: Class 18 contains 7035 members 
Mstep: Class 20 contains 11086 members 
Mstep: Class 21 contains 18556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52369332.000000 Penalty: 38754.078125
Iteration 27Q: 19 clusters Score -5.236933e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102207 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 5594 members 
Mstep: Class 4 contains 117019 members 
Mstep: Class 5 contains 54454 members 
Mstep: Class 7 contains 5759 members 
Mstep: Class 8 contains 39782 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 5961 members 
Mstep: Class 11 contains 2096 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 6811 members 
Mstep: Class 14 contains 22358 members 
Mstep: Class 15 contains 3981 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 18 contains 6835 members 
Mstep: Class 20 contains 11096 members 
Mstep: Class 21 contains 19770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371040.000000 Penalty: 38754.078125
Iteration 28Q: 19 clusters Score -5.237104e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102234 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 5545 members 
Mstep: Class 4 contains 117109 members 
Mstep: Class 5 contains 53404 members 
Mstep: Class 7 contains 5803 members 
Mstep: Class 8 contains 39923 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 5911 members 
Mstep: Class 11 contains 2055 members 
Mstep: Class 12 contains 947 members 
Mstep: Class 13 contains 6839 members 
Mstep: Class 14 contains 22382 members 
Mstep: Class 15 contains 3997 members 
Mstep: Class 16 contains 151244 members 
Mstep: Class 18 contains 6663 members 
Mstep: Class 20 contains 11091 members 
Mstep: Class 21 contains 20757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372472.000000 Penalty: 38754.078125
Iteration 29Q: 19 clusters Score -5.237247e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102249 members 
Mstep: Class 2 contains 5187 members 
Mstep: Class 3 contains 5502 members 
Mstep: Class 4 contains 117093 members 
Mstep: Class 5 contains 52645 members 
Mstep: Class 7 contains 5855 members 
Mstep: Class 8 contains 40043 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 5876 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 951 members 
Mstep: Class 13 contains 6843 members 
Mstep: Class 14 contains 22405 members 
Mstep: Class 15 contains 4013 members 
Mstep: Class 16 contains 151256 members 
Mstep: Class 18 contains 6532 members 
Mstep: Class 20 contains 11086 members 
Mstep: Class 21 contains 21543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373512.000000 Penalty: 38754.078125
Iteration 30Q: 19 clusters Score -5.237351e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 5453 members 
Mstep: Class 4 contains 117022 members 
Mstep: Class 5 contains 52100 members 
Mstep: Class 7 contains 5974 members 
Mstep: Class 8 contains 40146 members 
Mstep: Class 9 contains 6537 members 
Mstep: Class 10 contains 5856 members 
Mstep: Class 11 contains 1999 members 
Mstep: Class 12 contains 958 members 
Mstep: Class 13 contains 6849 members 
Mstep: Class 14 contains 22434 members 
Mstep: Class 15 contains 4016 members 
Mstep: Class 16 contains 151244 members 
Mstep: Class 18 contains 6401 members 
Mstep: Class 20 contains 11077 members 
Mstep: Class 21 contains 22107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52374300.000000 Penalty: 38754.078125
Iteration 31Q: 19 clusters Score -5.23743e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102279 members 
Mstep: Class 2 contains 5186 members 
Mstep: Class 3 contains 5415 members 
Mstep: Class 4 contains 116843 members 
Mstep: Class 5 contains 51751 members 
Mstep: Class 7 contains 6185 members 
Mstep: Class 8 contains 40223 members 
Mstep: Class 9 contains 6536 members 
Mstep: Class 10 contains 5850 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 967 members 
Mstep: Class 13 contains 6848 members 
Mstep: Class 14 contains 22461 members 
Mstep: Class 15 contains 4038 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6325 members 
Mstep: Class 20 contains 11074 members 
Mstep: Class 21 contains 22458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52375084.000000 Penalty: 38754.078125
Iteration 32Q: 19 clusters Score -5.237508e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 5188 members 
Mstep: Class 3 contains 5373 members 
Mstep: Class 4 contains 116633 members 
Mstep: Class 5 contains 51487 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 40271 members 
Mstep: Class 9 contains 6535 members 
Mstep: Class 10 contains 5830 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 985 members 
Mstep: Class 13 contains 6865 members 
Mstep: Class 14 contains 22465 members 
Mstep: Class 15 contains 4056 members 
Mstep: Class 16 contains 151223 members 
Mstep: Class 18 contains 6280 members 
Mstep: Class 20 contains 11088 members 
Mstep: Class 21 contains 22693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52375548.000000 Penalty: 38754.078125
Iteration 33Q: 19 clusters Score -5.237555e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 5192 members 
Mstep: Class 3 contains 5342 members 
Mstep: Class 4 contains 116447 members 
Mstep: Class 5 contains 51254 members 
Mstep: Class 7 contains 6717 members 
Mstep: Class 8 contains 40284 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 5815 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 1015 members 
Mstep: Class 13 contains 6891 members 
Mstep: Class 14 contains 22460 members 
Mstep: Class 15 contains 4066 members 
Mstep: Class 16 contains 151207 members 
Mstep: Class 18 contains 6237 members 
Mstep: Class 20 contains 11079 members 
Mstep: Class 21 contains 22868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52375944.000000 Penalty: 38754.078125
Iteration 34Q: 19 clusters Score -5.237594e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102336 members 
Mstep: Class 2 contains 5202 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 116244 members 
Mstep: Class 5 contains 51056 members 
Mstep: Class 7 contains 7024 members 
Mstep: Class 8 contains 40287 members 
Mstep: Class 9 contains 6524 members 
Mstep: Class 10 contains 5791 members 
Mstep: Class 11 contains 1906 members 
Mstep: Class 12 contains 1062 members 
Mstep: Class 13 contains 6923 members 
Mstep: Class 14 contains 22451 members 
Mstep: Class 15 contains 4076 members 
Mstep: Class 16 contains 151192 members 
Mstep: Class 18 contains 6209 members 
Mstep: Class 20 contains 11059 members 
Mstep: Class 21 contains 22993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52376260.000000 Penalty: 38754.078125
Iteration 35Q: 19 clusters Score -5.237626e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102357 members 
Mstep: Class 2 contains 5204 members 
Mstep: Class 3 contains 5279 members 
Mstep: Class 4 contains 116087 members 
Mstep: Class 5 contains 50915 members 
Mstep: Class 7 contains 7302 members 
Mstep: Class 8 contains 40261 members 
Mstep: Class 9 contains 6528 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 1894 members 
Mstep: Class 12 contains 1093 members 
Mstep: Class 13 contains 6944 members 
Mstep: Class 14 contains 22448 members 
Mstep: Class 15 contains 4081 members 
Mstep: Class 16 contains 151180 members 
Mstep: Class 18 contains 6190 members 
Mstep: Class 20 contains 11040 members 
Mstep: Class 21 contains 23074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52376564.000000 Penalty: 38754.078125
Iteration 36Q: 19 clusters Score -5.237656e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 5209 members 
Mstep: Class 3 contains 5252 members 
Mstep: Class 4 contains 115946 members 
Mstep: Class 5 contains 50806 members 
Mstep: Class 7 contains 7549 members 
Mstep: Class 8 contains 40252 members 
Mstep: Class 9 contains 6528 members 
Mstep: Class 10 contains 5746 members 
Mstep: Class 11 contains 1879 members 
Mstep: Class 12 contains 1116 members 
Mstep: Class 13 contains 6974 members 
Mstep: Class 14 contains 22443 members 
Mstep: Class 15 contains 4091 members 
Mstep: Class 16 contains 151155 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 20 contains 11026 members 
Mstep: Class 21 contains 23129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52376720.000000 Penalty: 38754.078125
Iteration 37Q: 19 clusters Score -5.237672e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102393 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 5224 members 
Mstep: Class 4 contains 115796 members 
Mstep: Class 5 contains 50708 members 
Mstep: Class 7 contains 7782 members 
Mstep: Class 8 contains 40230 members 
Mstep: Class 9 contains 6527 members 
Mstep: Class 10 contains 5739 members 
Mstep: Class 11 contains 1874 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 22443 members 
Mstep: Class 15 contains 4099 members 
Mstep: Class 16 contains 151131 members 
Mstep: Class 18 contains 6158 members 
Mstep: Class 20 contains 11009 members 
Mstep: Class 21 contains 23170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52376932.000000 Penalty: 38754.078125
Iteration 38Q: 19 clusters Score -5.237693e+07 nChanged 604
Entering ConstructFrom: 
Score: -52376932.000000 Penalty: 38754.078125
Entering ConstructFrom: 
Trying to split cluster 1 (102411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102411 members 
Entering Unmasked Estep 
Score: -9630079.000000 Penalty: 1874.721802
	Iteration 0F: 2 clusters Score -9630079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -9561947.000000 Penalty: 3749.443604
	Iteration 0F: 3 clusters Score -9561947 nChanged 48846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -9590414.000000 Penalty: 3749.443604
	Iteration 1F: 3 clusters Score -9590414 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 54147 members 
Entering Unmasked Estep 
Score: -9591526.000000 Penalty: 3749.443604
	Iteration 2Q: 3 clusters Score -9591526 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 56097 members 
Entering Unmasked Estep 
Score: -9592930.000000 Penalty: 3749.443604
	Iteration 3Q: 3 clusters Score -9592930 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -9594797.000000 Penalty: 3749.443604
	Iteration 4Q: 3 clusters Score -9594797 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -9597501.000000 Penalty: 3749.443604
	Iteration 5F: 3 clusters Score -9597501 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -9601182.000000 Penalty: 3749.443604
	Iteration 6F: 3 clusters Score -9601182 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -9606022.000000 Penalty: 3749.443604
	Iteration 7F: 3 clusters Score -9606022 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -9611619.000000 Penalty: 3749.443604
	Iteration 8F: 3 clusters Score -9611619 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 89398 members 
Entering Unmasked Estep 
Score: -9617380.000000 Penalty: 3749.443604
	Iteration 9F: 3 clusters Score -9617380 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 94899 members 
Entering Unmasked Estep 
Score: -9622140.000000 Penalty: 3749.443604
	Iteration 10F: 3 clusters Score -9622140 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 98554 members 
Entering Unmasked Estep 
Score: -9625223.000000 Penalty: 3749.443604
	Iteration 11Q: 3 clusters Score -9625223 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -9626968.000000 Penalty: 3749.443604
	Iteration 12Q: 3 clusters Score -9626968 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 101520 members 
Entering Unmasked Estep 
Score: -9627835.000000 Penalty: 3749.443604
	Iteration 13Q: 3 clusters Score -9627835 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 101913 members 
Entering Unmasked Estep 
Score: -9628192.000000 Penalty: 3749.443604
	Iteration 14Q: 3 clusters Score -9628192 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 102062 members 
Entering Unmasked Estep 
Score: -9628320.000000 Penalty: 3749.443604
	Iteration 15Q: 3 clusters Score -9628320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 102125 members 
Entering Unmasked Estep 
Score: -9628364.000000 Penalty: 3749.443604
	Iteration 16Q: 3 clusters Score -9628364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 102143 members 
Entering Unmasked Estep 
Score: -9628396.000000 Penalty: 3749.443604
	Iteration 17Q: 3 clusters Score -9628396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 102153 members 
Entering Unmasked Estep 
Score: -9628427.000000 Penalty: 3749.443604
	Iteration 18Q: 3 clusters Score -9628427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -9628451.000000 Penalty: 3749.443604
	Iteration 19Q: 3 clusters Score -9628451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -9628454.000000 Penalty: 3749.443604
	Iteration 20F: 3 clusters Score -9628454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 102181 members 
Entering Unmasked Estep 
Score: -9628462.000000 Penalty: 3749.443604
	Iteration 21Q: 3 clusters Score -9628462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 102188 members 
Entering Unmasked Estep 
Score: -9628472.000000 Penalty: 3749.443604
	Iteration 22Q: 3 clusters Score -9628472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 102191 members 
Entering Unmasked Estep 
Score: -9628469.000000 Penalty: 3749.443604
	Iteration 23Q: 3 clusters Score -9628469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -9628470.000000 Penalty: 3749.443604
	Iteration 24Q: 3 clusters Score -9628470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 102199 members 
Entering Unmasked Estep 
Score: -9628479.000000 Penalty: 3749.443604
	Iteration 25Q: 3 clusters Score -9628479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 102199 members 
Entering Unmasked Estep 
Score: -9628479.000000 Penalty: 3749.443604
	Iteration 26Q: 3 clusters Score -9628479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
Score: -9628482.000000 Penalty: 3749.443604
	Iteration 27Q: 3 clusters Score -9628482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 102200 members 
Entering Unmasked Estep 
Score: -9628482.000000 Penalty: 3749.443604
	Iteration 28F: 3 clusters Score -9628482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -467892.625000 Penalty: 1391.010010
	Iteration 0F: 2 clusters Score -467892.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -463806.531250 Penalty: 2782.020020
	Iteration 0F: 3 clusters Score -463806.5 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -465051.468750 Penalty: 2782.020020
	Iteration 1F: 3 clusters Score -465051.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -465338.406250 Penalty: 2782.020020
	Iteration 2F: 3 clusters Score -465338.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -465612.875000 Penalty: 2782.020020
	Iteration 3F: 3 clusters Score -465612.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -465867.093750 Penalty: 2782.020020
	Iteration 4F: 3 clusters Score -465867.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -466113.156250 Penalty: 2782.020020
	Iteration 5F: 3 clusters Score -466113.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -466337.312500 Penalty: 2782.020020
	Iteration 6F: 3 clusters Score -466337.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -466561.156250 Penalty: 2782.020020
	Iteration 7Q: 3 clusters Score -466561.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -466780.781250 Penalty: 2782.020020
	Iteration 8Q: 3 clusters Score -466780.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -466971.468750 Penalty: 2782.020020
	Iteration 9Q: 3 clusters Score -466971.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -467069.593750 Penalty: 2782.020020
	Iteration 10Q: 3 clusters Score -467069.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -467105.000000 Penalty: 2782.020020
	Iteration 11Q: 3 clusters Score -467105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -467122.281250 Penalty: 2782.020020
	Iteration 12Q: 3 clusters Score -467122.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -467132.937500 Penalty: 2782.020020
	Iteration 13Q: 3 clusters Score -467132.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -467138.500000 Penalty: 2782.020020
	Iteration 14Q: 3 clusters Score -467138.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -467142.250000 Penalty: 2782.020020
	Iteration 15Q: 3 clusters Score -467142.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -467144.593750 Penalty: 2782.020020
	Iteration 16Q: 3 clusters Score -467144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -467145.343750 Penalty: 2782.020020
	Iteration 17Q: 3 clusters Score -467145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -467147.218750 Penalty: 2782.020020
	Iteration 18Q: 3 clusters Score -467147.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -467149.093750 Penalty: 2782.020020
	Iteration 19Q: 3 clusters Score -467149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -467150.625000 Penalty: 2782.020020
	Iteration 20F: 3 clusters Score -467150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -467152.468750 Penalty: 2782.020020
	Iteration 21Q: 3 clusters Score -467152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -467152.968750 Penalty: 2782.020020
	Iteration 22Q: 3 clusters Score -467153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -467152.968750 Penalty: 2782.020020
	Iteration 23F: 3 clusters Score -467153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Entering Unmasked Estep 
Score: -493100.593750 Penalty: 1390.635864
	Iteration 0F: 2 clusters Score -493100.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -488941.187500 Penalty: 2781.271729
	Iteration 0F: 3 clusters Score -488941.2 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -490122.531250 Penalty: 2781.271729
	Iteration 1F: 3 clusters Score -490122.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -490278.312500 Penalty: 2781.271729
	Iteration 2F: 3 clusters Score -490278.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -490376.187500 Penalty: 2781.271729
	Iteration 3Q: 3 clusters Score -490376.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -490472.875000 Penalty: 2781.271729
	Iteration 4Q: 3 clusters Score -490472.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -490556.156250 Penalty: 2781.271729
	Iteration 5Q: 3 clusters Score -490556.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -490635.312500 Penalty: 2781.271729
	Iteration 6Q: 3 clusters Score -490635.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -490718.906250 Penalty: 2781.271729
	Iteration 7Q: 3 clusters Score -490718.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -490813.312500 Penalty: 2781.271729
	Iteration 8Q: 3 clusters Score -490813.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -490920.156250 Penalty: 2781.271729
	Iteration 9Q: 3 clusters Score -490920.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -491023.500000 Penalty: 2781.271729
	Iteration 10Q: 3 clusters Score -491023.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -491123.531250 Penalty: 2781.271729
	Iteration 11Q: 3 clusters Score -491123.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -491207.343750 Penalty: 2781.271729
	Iteration 12Q: 3 clusters Score -491207.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -491283.093750 Penalty: 2781.271729
	Iteration 13Q: 3 clusters Score -491283.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -491365.593750 Penalty: 2781.271729
	Iteration 14Q: 3 clusters Score -491365.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -491454.218750 Penalty: 2781.271729
	Iteration 15Q: 3 clusters Score -491454.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -491521.375000 Penalty: 2781.271729
	Iteration 16Q: 3 clusters Score -491521.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -491572.093750 Penalty: 2781.271729
	Iteration 17Q: 3 clusters Score -491572.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -491623.593750 Penalty: 2781.271729
	Iteration 18Q: 3 clusters Score -491623.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -491671.375000 Penalty: 2781.271729
	Iteration 19Q: 3 clusters Score -491671.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -491715.937500 Penalty: 2781.271729
	Iteration 20F: 3 clusters Score -491715.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -491749.687500 Penalty: 2781.271729
	Iteration 21Q: 3 clusters Score -491749.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -491778.062500 Penalty: 2781.271729
	Iteration 22Q: 3 clusters Score -491778.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -491806.062500 Penalty: 2781.271729
	Iteration 23Q: 3 clusters Score -491806.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -491824.312500 Penalty: 2781.271729
	Iteration 24Q: 3 clusters Score -491824.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -491840.562500 Penalty: 2781.271729
	Iteration 25Q: 3 clusters Score -491840.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -491850.906250 Penalty: 2781.271729
	Iteration 26Q: 3 clusters Score -491850.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -491860.625000 Penalty: 2781.271729
	Iteration 27Q: 3 clusters Score -491860.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -491867.906250 Penalty: 2781.271729
	Iteration 28Q: 3 clusters Score -491867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -491873.781250 Penalty: 2781.271729
	Iteration 29Q: 3 clusters Score -491873.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -491878.531250 Penalty: 2781.271729
	Iteration 30Q: 3 clusters Score -491878.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -491881.250000 Penalty: 2781.271729
	Iteration 31Q: 3 clusters Score -491881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -491883.687500 Penalty: 2781.271729
	Iteration 32Q: 3 clusters Score -491883.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -491886.062500 Penalty: 2781.271729
	Iteration 33Q: 3 clusters Score -491886.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -491886.906250 Penalty: 2781.271729
	Iteration 34Q: 3 clusters Score -491886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -491886.906250 Penalty: 2781.271729
	Iteration 35F: 3 clusters Score -491886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115652 members 
Entering Unmasked Estep 
Score: -10861184.000000 Penalty: 1894.480469
	Iteration 0F: 2 clusters Score -1.086118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -10784116.000000 Penalty: 3788.960938
	Iteration 0F: 3 clusters Score -1.078412e+07 nChanged 55385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55757 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -10816725.000000 Penalty: 3788.960938
	Iteration 1F: 3 clusters Score -1.081672e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54801 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -10818251.000000 Penalty: 3788.960938
	Iteration 2Q: 3 clusters Score -1.081825e+07 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 62167 members 
Entering Unmasked Estep 
Score: -10820302.000000 Penalty: 3788.960938
	Iteration 3Q: 3 clusters Score -1.08203e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 63624 members 
Entering Unmasked Estep 
Score: -10822988.000000 Penalty: 3788.960938
	Iteration 4Q: 3 clusters Score -1.082299e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -10825863.000000 Penalty: 3788.960938
	Iteration 5F: 3 clusters Score -1.082586e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -10829253.000000 Penalty: 3788.960938
	Iteration 6F: 3 clusters Score -1.082925e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 69582 members 
Entering Unmasked Estep 
Score: -10833023.000000 Penalty: 3788.960938
	Iteration 7F: 3 clusters Score -1.083302e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 71869 members 
Entering Unmasked Estep 
Score: -10837128.000000 Penalty: 3788.960938
	Iteration 8F: 3 clusters Score -1.083713e+07 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -10841147.000000 Penalty: 3788.960938
	Iteration 9F: 3 clusters Score -1.084115e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 75364 members 
Entering Unmasked Estep 
Score: -10843890.000000 Penalty: 3788.960938
	Iteration 10Q: 3 clusters Score -1.084389e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 76660 members 
Entering Unmasked Estep 
Score: -10845216.000000 Penalty: 3788.960938
	Iteration 11Q: 3 clusters Score -1.084522e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -10845734.000000 Penalty: 3788.960938
	Iteration 12Q: 3 clusters Score -1.084573e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 79056 members 
Entering Unmasked Estep 
Score: -10846099.000000 Penalty: 3788.960938
	Iteration 13Q: 3 clusters Score -1.08461e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -10846450.000000 Penalty: 3788.960938
	Iteration 14Q: 3 clusters Score -1.084645e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -10846720.000000 Penalty: 3788.960938
	Iteration 15Q: 3 clusters Score -1.084672e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -10847071.000000 Penalty: 3788.960938
	Iteration 16Q: 3 clusters Score -1.084707e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -10847401.000000 Penalty: 3788.960938
	Iteration 17Q: 3 clusters Score -1.08474e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 86246 members 
Entering Unmasked Estep 
Score: -10847860.000000 Penalty: 3788.960938
	Iteration 18Q: 3 clusters Score -1.084786e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 87979 members 
Entering Unmasked Estep 
Score: -10848374.000000 Penalty: 3788.960938
	Iteration 19Q: 3 clusters Score -1.084837e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 89794 members 
Entering Unmasked Estep 
Score: -10848835.000000 Penalty: 3788.960938
	Iteration 20F: 3 clusters Score -1.084884e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 91698 members 
Entering Unmasked Estep 
Score: -10849537.000000 Penalty: 3788.960938
	Iteration 21Q: 3 clusters Score -1.084954e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 93614 members 
Entering Unmasked Estep 
Score: -10850149.000000 Penalty: 3788.960938
	Iteration 22Q: 3 clusters Score -1.085015e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 95585 members 
Entering Unmasked Estep 
Score: -10850913.000000 Penalty: 3788.960938
	Iteration 23Q: 3 clusters Score -1.085091e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 97561 members 
Entering Unmasked Estep 
Score: -10851687.000000 Penalty: 3788.960938
	Iteration 24Q: 3 clusters Score -1.085169e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -10852530.000000 Penalty: 3788.960938
	Iteration 25Q: 3 clusters Score -1.085253e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 101434 members 
Entering Unmasked Estep 
Score: -10853468.000000 Penalty: 3788.960938
	Iteration 26Q: 3 clusters Score -1.085347e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -10854500.000000 Penalty: 3788.960938
	Iteration 27Q: 3 clusters Score -1.08545e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 105144 members 
Entering Unmasked Estep 
Score: -10855489.000000 Penalty: 3788.960938
	Iteration 28Q: 3 clusters Score -1.085549e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 106831 members 
Entering Unmasked Estep 
Score: -10856553.000000 Penalty: 3788.960938
	Iteration 29Q: 3 clusters Score -1.085655e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 108368 members 
Entering Unmasked Estep 
Score: -10857545.000000 Penalty: 3788.960938
	Iteration 30Q: 3 clusters Score -1.085754e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 109660 members 
Entering Unmasked Estep 
Score: -10858400.000000 Penalty: 3788.960938
	Iteration 31Q: 3 clusters Score -1.08584e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 110710 members 
Entering Unmasked Estep 
Score: -10859049.000000 Penalty: 3788.960938
	Iteration 32Q: 3 clusters Score -1.085905e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 111468 members 
Entering Unmasked Estep 
Score: -10859546.000000 Penalty: 3788.960938
	Iteration 33Q: 3 clusters Score -1.085955e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 112029 members 
Entering Unmasked Estep 
Score: -10859877.000000 Penalty: 3788.960938
	Iteration 34Q: 3 clusters Score -1.085988e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 112445 members 
Entering Unmasked Estep 
Score: -10860120.000000 Penalty: 3788.960938
	Iteration 35Q: 3 clusters Score -1.086012e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 112775 members 
Entering Unmasked Estep 
Score: -10860299.000000 Penalty: 3788.960938
	Iteration 36Q: 3 clusters Score -1.08603e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 112997 members 
Entering Unmasked Estep 
Score: -10860396.000000 Penalty: 3788.960938
	Iteration 37Q: 3 clusters Score -1.08604e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 113183 members 
Entering Unmasked Estep 
Score: -10860486.000000 Penalty: 3788.960938
	Iteration 38Q: 3 clusters Score -1.086049e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 113330 members 
Entering Unmasked Estep 
Score: -10860589.000000 Penalty: 3788.960938
	Iteration 39Q: 3 clusters Score -1.086059e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 113434 members 
Entering Unmasked Estep 
Score: -10860583.000000 Penalty: 3788.960938
	Iteration 40F: 3 clusters Score -1.086058e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 113501 members 
Entering Unmasked Estep 
Score: -10860602.000000 Penalty: 3788.960938
	Iteration 41Q: 3 clusters Score -1.08606e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 113555 members 
Entering Unmasked Estep 
Score: -10860598.000000 Penalty: 3788.960938
	Iteration 42Q: 3 clusters Score -1.08606e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 113591 members 
Entering Unmasked Estep 
Score: -10860613.000000 Penalty: 3788.960938
	Iteration 43Q: 3 clusters Score -1.086061e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 113624 members 
Entering Unmasked Estep 
Score: -10860630.000000 Penalty: 3788.960938
	Iteration 44Q: 3 clusters Score -1.086063e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 113655 members 
Entering Unmasked Estep 
Score: -10860623.000000 Penalty: 3788.960938
	Iteration 45Q: 3 clusters Score -1.086062e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 113679 members 
Entering Unmasked Estep 
Score: -10860643.000000 Penalty: 3788.960938
	Iteration 46Q: 3 clusters Score -1.086064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 113691 members 
Entering Unmasked Estep 
Score: -10860643.000000 Penalty: 3788.960938
	Iteration 47Q: 3 clusters Score -1.086064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 113703 members 
Entering Unmasked Estep 
Score: -10860641.000000 Penalty: 3788.960938
	Iteration 48Q: 3 clusters Score -1.086064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 113715 members 
Entering Unmasked Estep 
Score: -10860646.000000 Penalty: 3788.960938
	Iteration 49Q: 3 clusters Score -1.086065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 113718 members 
Entering Unmasked Estep 
Score: -10860646.000000 Penalty: 3788.960938
	Iteration 50Q: 3 clusters Score -1.086065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 113725 members 
Entering Unmasked Estep 
Score: -10860641.000000 Penalty: 3788.960938
	Iteration 51Q: 3 clusters Score -1.086064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 113729 members 
Entering Unmasked Estep 
Score: -10860639.000000 Penalty: 3788.960938
	Iteration 52Q: 3 clusters Score -1.086064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 113732 members 
Entering Unmasked Estep 
Score: -10860646.000000 Penalty: 3788.960938
	Iteration 53Q: 3 clusters Score -1.086065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 113735 members 
Entering Unmasked Estep 
Score: -10860652.000000 Penalty: 3788.960938
	Iteration 54Q: 3 clusters Score -1.086065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 113739 members 
Entering Unmasked Estep 
Score: -10860654.000000 Penalty: 3788.960938
	Iteration 55Q: 3 clusters Score -1.086065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 113744 members 
Entering Unmasked Estep 
Score: -10860649.000000 Penalty: 3788.960938
	Iteration 56Q: 3 clusters Score -1.086065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 113744 members 
Entering Unmasked Estep 
Score: -10860654.000000 Penalty: 3788.960938
	Iteration 57Q: 3 clusters Score -1.086065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -10860640.000000 Penalty: 3788.960938
	Iteration 58Q: 3 clusters Score -1.086064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 113747 members 
Entering Unmasked Estep 
Score: -10860640.000000 Penalty: 3788.960938
	Iteration 59Q: 3 clusters Score -1.086064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 113749 members 
Entering Unmasked Estep 
Score: -10860635.000000 Penalty: 3788.960938
	Iteration 60F: 3 clusters Score -1.086064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 113748 members 
Entering Unmasked Estep 
Score: -10860641.000000 Penalty: 3788.960938
	Iteration 61Q: 3 clusters Score -1.086064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 113750 members 
Entering Unmasked Estep 
Score: -10860644.000000 Penalty: 3788.960938
	Iteration 62Q: 3 clusters Score -1.086064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -10860645.000000 Penalty: 3788.960938
	Iteration 63Q: 3 clusters Score -1.086064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 113752 members 
Entering Unmasked Estep 
Score: -10860653.000000 Penalty: 3788.960938
	Iteration 64Q: 3 clusters Score -1.086065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 113752 members 
Entering Unmasked Estep 
Score: -10860653.000000 Penalty: 3788.960938
	Iteration 65F: 3 clusters Score -1.086065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Entering Unmasked Estep 
Score: -4839495.500000 Penalty: 1760.206909
	Iteration 0F: 2 clusters Score -4839496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -4805622.500000 Penalty: 3520.413818
	Iteration 0F: 3 clusters Score -4805622 nChanged 23877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -4819187.000000 Penalty: 3520.413818
	Iteration 1F: 3 clusters Score -4819187 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -4819999.500000 Penalty: 3520.413818
	Iteration 2Q: 3 clusters Score -4820000 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -4821128.000000 Penalty: 3520.413818
	Iteration 3Q: 3 clusters Score -4821128 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4822648.500000 Penalty: 3520.413818
	Iteration 4F: 3 clusters Score -4822648 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4824641.000000 Penalty: 3520.413818
	Iteration 5F: 3 clusters Score -4824641 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4827106.000000 Penalty: 3520.413818
	Iteration 6F: 3 clusters Score -4827106 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -4829595.000000 Penalty: 3520.413818
	Iteration 7F: 3 clusters Score -4829595 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -4831615.500000 Penalty: 3520.413818
	Iteration 8F: 3 clusters Score -4831616 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -4833015.500000 Penalty: 3520.413818
	Iteration 9Q: 3 clusters Score -4833016 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -4833952.500000 Penalty: 3520.413818
	Iteration 10Q: 3 clusters Score -4833952 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -4834658.500000 Penalty: 3520.413818
	Iteration 11Q: 3 clusters Score -4834658 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -4835215.000000 Penalty: 3520.413818
	Iteration 12Q: 3 clusters Score -4835215 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -4835751.000000 Penalty: 3520.413818
	Iteration 13Q: 3 clusters Score -4835751 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -4836217.000000 Penalty: 3520.413818
	Iteration 14Q: 3 clusters Score -4836217 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -4836537.000000 Penalty: 3520.413818
	Iteration 15Q: 3 clusters Score -4836537 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -4836807.500000 Penalty: 3520.413818
	Iteration 16Q: 3 clusters Score -4836808 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -4837070.000000 Penalty: 3520.413818
	Iteration 17Q: 3 clusters Score -4837070 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -4837273.500000 Penalty: 3520.413818
	Iteration 18Q: 3 clusters Score -4837274 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -4837427.500000 Penalty: 3520.413818
	Iteration 19Q: 3 clusters Score -4837428 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -4837564.500000 Penalty: 3520.413818
	Iteration 20F: 3 clusters Score -4837564 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -4837657.000000 Penalty: 3520.413818
	Iteration 21Q: 3 clusters Score -4837657 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -4837736.500000 Penalty: 3520.413818
	Iteration 22Q: 3 clusters Score -4837736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -4837782.500000 Penalty: 3520.413818
	Iteration 23Q: 3 clusters Score -4837782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -4837825.500000 Penalty: 3520.413818
	Iteration 24Q: 3 clusters Score -4837826 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 49766 members 
Entering Unmasked Estep 
Score: -4837845.000000 Penalty: 3520.413818
	Iteration 25Q: 3 clusters Score -4837845 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 49803 members 
Entering Unmasked Estep 
Score: -4837874.500000 Penalty: 3520.413818
	Iteration 26Q: 3 clusters Score -4837874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -4837885.500000 Penalty: 3520.413818
	Iteration 27Q: 3 clusters Score -4837886 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -4837895.500000 Penalty: 3520.413818
	Iteration 28Q: 3 clusters Score -4837896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -4837906.000000 Penalty: 3520.413818
	Iteration 29Q: 3 clusters Score -4837906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -4837924.500000 Penalty: 3520.413818
	Iteration 30Q: 3 clusters Score -4837924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -4837934.500000 Penalty: 3520.413818
	Iteration 31Q: 3 clusters Score -4837934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -4837950.500000 Penalty: 3520.413818
	Iteration 32Q: 3 clusters Score -4837950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -4837963.000000 Penalty: 3520.413818
	Iteration 33Q: 3 clusters Score -4837963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -4837970.500000 Penalty: 3520.413818
	Iteration 34Q: 3 clusters Score -4837970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 50021 members 
Entering Unmasked Estep 
Score: -4837976.000000 Penalty: 3520.413818
	Iteration 35Q: 3 clusters Score -4837976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 50029 members 
Entering Unmasked Estep 
Score: -4837976.500000 Penalty: 3520.413818
	Iteration 36Q: 3 clusters Score -4837976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -4837982.000000 Penalty: 3520.413818
	Iteration 37Q: 3 clusters Score -4837982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -4837980.000000 Penalty: 3520.413818
	Iteration 38Q: 3 clusters Score -4837980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 50048 members 
Entering Unmasked Estep 
Score: -4837981.000000 Penalty: 3520.413818
	Iteration 39Q: 3 clusters Score -4837981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -4837986.500000 Penalty: 3520.413818
	Iteration 40F: 3 clusters Score -4837986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -4837989.500000 Penalty: 3520.413818
	Iteration 41Q: 3 clusters Score -4837990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -4837988.500000 Penalty: 3520.413818
	Iteration 42Q: 3 clusters Score -4837988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -4837989.000000 Penalty: 3520.413818
	Iteration 43Q: 3 clusters Score -4837989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -4837987.000000 Penalty: 3520.413818
	Iteration 44Q: 3 clusters Score -4837987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -4837984.000000 Penalty: 3520.413818
	Iteration 45Q: 3 clusters Score -4837984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -4837984.000000 Penalty: 3520.413818
	Iteration 46F: 3 clusters Score -4837984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Entering Unmasked Estep 
Score: -773482.437500 Penalty: 1460.317871
	Iteration 0F: 2 clusters Score -773482.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -767571.125000 Penalty: 2920.635742
	Iteration 0F: 3 clusters Score -767571.1 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -769346.750000 Penalty: 2920.635742
	Iteration 1F: 3 clusters Score -769346.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -769554.062500 Penalty: 2920.635742
	Iteration 2F: 3 clusters Score -769554.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -769717.937500 Penalty: 2920.635742
	Iteration 3Q: 3 clusters Score -769717.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -769862.812500 Penalty: 2920.635742
	Iteration 4Q: 3 clusters Score -769862.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -769981.937500 Penalty: 2920.635742
	Iteration 5Q: 3 clusters Score -769981.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -770115.312500 Penalty: 2920.635742
	Iteration 6Q: 3 clusters Score -770115.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -770247.062500 Penalty: 2920.635742
	Iteration 7Q: 3 clusters Score -770247.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -770370.875000 Penalty: 2920.635742
	Iteration 8Q: 3 clusters Score -770370.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -770522.750000 Penalty: 2920.635742
	Iteration 9Q: 3 clusters Score -770522.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -770693.000000 Penalty: 2920.635742
	Iteration 10Q: 3 clusters Score -770693 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -770851.187500 Penalty: 2920.635742
	Iteration 11Q: 3 clusters Score -770851.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -770992.875000 Penalty: 2920.635742
	Iteration 12Q: 3 clusters Score -770992.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -771123.000000 Penalty: 2920.635742
	Iteration 13Q: 3 clusters Score -771123 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -771195.687500 Penalty: 2920.635742
	Iteration 14Q: 3 clusters Score -771195.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -771253.375000 Penalty: 2920.635742
	Iteration 15Q: 3 clusters Score -771253.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -771290.750000 Penalty: 2920.635742
	Iteration 16Q: 3 clusters Score -771290.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -771325.687500 Penalty: 2920.635742
	Iteration 17Q: 3 clusters Score -771325.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -771354.625000 Penalty: 2920.635742
	Iteration 18Q: 3 clusters Score -771354.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -771375.562500 Penalty: 2920.635742
	Iteration 19Q: 3 clusters Score -771375.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -771390.437500 Penalty: 2920.635742
	Iteration 20F: 3 clusters Score -771390.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -771404.625000 Penalty: 2920.635742
	Iteration 21Q: 3 clusters Score -771404.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -771416.625000 Penalty: 2920.635742
	Iteration 22Q: 3 clusters Score -771416.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -771422.500000 Penalty: 2920.635742
	Iteration 23Q: 3 clusters Score -771422.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -771427.250000 Penalty: 2920.635742
	Iteration 24Q: 3 clusters Score -771427.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -771439.250000 Penalty: 2920.635742
	Iteration 25Q: 3 clusters Score -771439.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -771447.750000 Penalty: 2920.635742
	Iteration 26Q: 3 clusters Score -771447.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -771457.000000 Penalty: 2920.635742
	Iteration 27Q: 3 clusters Score -771457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -771465.125000 Penalty: 2920.635742
	Iteration 28Q: 3 clusters Score -771465.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -771475.125000 Penalty: 2920.635742
	Iteration 29Q: 3 clusters Score -771475.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -771480.750000 Penalty: 2920.635742
	Iteration 30Q: 3 clusters Score -771480.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -771483.562500 Penalty: 2920.635742
	Iteration 31Q: 3 clusters Score -771483.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -771485.812500 Penalty: 2920.635742
	Iteration 32Q: 3 clusters Score -771485.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -771489.937500 Penalty: 2920.635742
	Iteration 33Q: 3 clusters Score -771489.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -771492.500000 Penalty: 2920.635742
	Iteration 34Q: 3 clusters Score -771492.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -771498.375000 Penalty: 2920.635742
	Iteration 35Q: 3 clusters Score -771498.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -771503.000000 Penalty: 2920.635742
	Iteration 36Q: 3 clusters Score -771503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -771506.125000 Penalty: 2920.635742
	Iteration 37Q: 3 clusters Score -771506.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -771510.187500 Penalty: 2920.635742
	Iteration 38Q: 3 clusters Score -771510.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -771512.625000 Penalty: 2920.635742
	Iteration 39Q: 3 clusters Score -771512.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -771517.875000 Penalty: 2920.635742
	Iteration 40F: 3 clusters Score -771517.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -771524.500000 Penalty: 2920.635742
	Iteration 41Q: 3 clusters Score -771524.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -771528.687500 Penalty: 2920.635742
	Iteration 42Q: 3 clusters Score -771528.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -771530.312500 Penalty: 2920.635742
	Iteration 43Q: 3 clusters Score -771530.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -771532.062500 Penalty: 2920.635742
	Iteration 44Q: 3 clusters Score -771532.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -771535.312500 Penalty: 2920.635742
	Iteration 45Q: 3 clusters Score -771535.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -771536.375000 Penalty: 2920.635742
	Iteration 46Q: 3 clusters Score -771536.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -771538.375000 Penalty: 2920.635742
	Iteration 47Q: 3 clusters Score -771538.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -771539.312500 Penalty: 2920.635742
	Iteration 48Q: 3 clusters Score -771539.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -771542.875000 Penalty: 2920.635742
	Iteration 49Q: 3 clusters Score -771542.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -771543.062500 Penalty: 2920.635742
	Iteration 50Q: 3 clusters Score -771543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -771543.625000 Penalty: 2920.635742
	Iteration 51Q: 3 clusters Score -771543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -771546.125000 Penalty: 2920.635742
	Iteration 52Q: 3 clusters Score -771546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -771544.437500 Penalty: 2920.635742
	Iteration 53Q: 3 clusters Score -771544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -771543.625000 Penalty: 2920.635742
	Iteration 54Q: 3 clusters Score -771543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -771544.437500 Penalty: 2920.635742
	Iteration 55Q: 3 clusters Score -771544.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -771544.437500 Penalty: 2920.635742
	Iteration 56F: 3 clusters Score -771544.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Entering Unmasked Estep 
Score: -3888871.000000 Penalty: 1722.824219
	Iteration 0F: 2 clusters Score -3888871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -3861848.250000 Penalty: 3445.648438
	Iteration 0F: 3 clusters Score -3861848 nChanged 18760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3872648.250000 Penalty: 3445.648438
	Iteration 1F: 3 clusters Score -3872648 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3873263.000000 Penalty: 3445.648438
	Iteration 2Q: 3 clusters Score -3873263 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3873942.750000 Penalty: 3445.648438
	Iteration 3Q: 3 clusters Score -3873943 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -3874719.000000 Penalty: 3445.648438
	Iteration 4Q: 3 clusters Score -3874719 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -3875667.750000 Penalty: 3445.648438
	Iteration 5Q: 3 clusters Score -3875668 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3876840.500000 Penalty: 3445.648438
	Iteration 6F: 3 clusters Score -3876840 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3878213.500000 Penalty: 3445.648438
	Iteration 7F: 3 clusters Score -3878214 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3879647.500000 Penalty: 3445.648438
	Iteration 8F: 3 clusters Score -3879648 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -3880920.750000 Penalty: 3445.648438
	Iteration 9Q: 3 clusters Score -3880921 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3881938.500000 Penalty: 3445.648438
	Iteration 10Q: 3 clusters Score -3881938 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3882669.750000 Penalty: 3445.648438
	Iteration 11Q: 3 clusters Score -3882670 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -3883151.500000 Penalty: 3445.648438
	Iteration 12Q: 3 clusters Score -3883152 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3883567.750000 Penalty: 3445.648438
	Iteration 13Q: 3 clusters Score -3883568 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -3883988.250000 Penalty: 3445.648438
	Iteration 14Q: 3 clusters Score -3883988 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -3884373.500000 Penalty: 3445.648438
	Iteration 15Q: 3 clusters Score -3884374 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -3884707.250000 Penalty: 3445.648438
	Iteration 16Q: 3 clusters Score -3884707 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -3885061.750000 Penalty: 3445.648438
	Iteration 17Q: 3 clusters Score -3885062 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -3885395.750000 Penalty: 3445.648438
	Iteration 18Q: 3 clusters Score -3885396 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -3885760.000000 Penalty: 3445.648438
	Iteration 19Q: 3 clusters Score -3885760 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -3886089.000000 Penalty: 3445.648438
	Iteration 20F: 3 clusters Score -3886089 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -3886424.500000 Penalty: 3445.648438
	Iteration 21Q: 3 clusters Score -3886424 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -3886682.500000 Penalty: 3445.648438
	Iteration 22Q: 3 clusters Score -3886682 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -3886881.500000 Penalty: 3445.648438
	Iteration 23Q: 3 clusters Score -3886882 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -3887039.000000 Penalty: 3445.648438
	Iteration 24Q: 3 clusters Score -3887039 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -3887147.750000 Penalty: 3445.648438
	Iteration 25Q: 3 clusters Score -3887148 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -3887221.750000 Penalty: 3445.648438
	Iteration 26Q: 3 clusters Score -3887222 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -3887274.250000 Penalty: 3445.648438
	Iteration 27Q: 3 clusters Score -3887274 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -3887324.750000 Penalty: 3445.648438
	Iteration 28Q: 3 clusters Score -3887325 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -3887366.000000 Penalty: 3445.648438
	Iteration 29Q: 3 clusters Score -3887366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -3887383.750000 Penalty: 3445.648438
	Iteration 30Q: 3 clusters Score -3887384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -3887406.250000 Penalty: 3445.648438
	Iteration 31Q: 3 clusters Score -3887406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -3887422.250000 Penalty: 3445.648438
	Iteration 32Q: 3 clusters Score -3887422 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -3887441.250000 Penalty: 3445.648438
	Iteration 33Q: 3 clusters Score -3887441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -3887450.500000 Penalty: 3445.648438
	Iteration 34Q: 3 clusters Score -3887450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -3887458.750000 Penalty: 3445.648438
	Iteration 35Q: 3 clusters Score -3887459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -3887460.250000 Penalty: 3445.648438
	Iteration 36Q: 3 clusters Score -3887460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -3887461.750000 Penalty: 3445.648438
	Iteration 37Q: 3 clusters Score -3887462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -3887468.250000 Penalty: 3445.648438
	Iteration 38Q: 3 clusters Score -3887468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -3887481.500000 Penalty: 3445.648438
	Iteration 39Q: 3 clusters Score -3887482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -3887489.250000 Penalty: 3445.648438
	Iteration 40F: 3 clusters Score -3887489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -3887498.000000 Penalty: 3445.648438
	Iteration 41Q: 3 clusters Score -3887498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -3887501.000000 Penalty: 3445.648438
	Iteration 42Q: 3 clusters Score -3887501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -3887507.000000 Penalty: 3445.648438
	Iteration 43Q: 3 clusters Score -3887507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -3887509.500000 Penalty: 3445.648438
	Iteration 44Q: 3 clusters Score -3887510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -3887516.750000 Penalty: 3445.648438
	Iteration 45Q: 3 clusters Score -3887517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -3887524.750000 Penalty: 3445.648438
	Iteration 46Q: 3 clusters Score -3887525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -3887529.750000 Penalty: 3445.648438
	Iteration 47Q: 3 clusters Score -3887530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -3887528.750000 Penalty: 3445.648438
	Iteration 48Q: 3 clusters Score -3887529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -3887533.000000 Penalty: 3445.648438
	Iteration 49Q: 3 clusters Score -3887533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -3887537.000000 Penalty: 3445.648438
	Iteration 50Q: 3 clusters Score -3887537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -3887536.750000 Penalty: 3445.648438
	Iteration 51Q: 3 clusters Score -3887537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -3887541.500000 Penalty: 3445.648438
	Iteration 52Q: 3 clusters Score -3887542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -3887541.000000 Penalty: 3445.648438
	Iteration 53Q: 3 clusters Score -3887541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -3887546.750000 Penalty: 3445.648438
	Iteration 54Q: 3 clusters Score -3887547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -3887553.250000 Penalty: 3445.648438
	Iteration 55Q: 3 clusters Score -3887553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -3887555.250000 Penalty: 3445.648438
	Iteration 56Q: 3 clusters Score -3887555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -3887556.250000 Penalty: 3445.648438
	Iteration 57Q: 3 clusters Score -3887556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -3887557.250000 Penalty: 3445.648438
	Iteration 58Q: 3 clusters Score -3887557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -3887560.750000 Penalty: 3445.648438
	Iteration 59Q: 3 clusters Score -3887561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -3887565.500000 Penalty: 3445.648438
	Iteration 60F: 3 clusters Score -3887566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -3887571.000000 Penalty: 3445.648438
	Iteration 61Q: 3 clusters Score -3887571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -3887568.000000 Penalty: 3445.648438
	Iteration 62Q: 3 clusters Score -3887568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -3887569.750000 Penalty: 3445.648438
	Iteration 63Q: 3 clusters Score -3887570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -3887569.750000 Penalty: 3445.648438
	Iteration 64F: 3 clusters Score -3887570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Entering Unmasked Estep 
Score: -591880.750000 Penalty: 1427.401489
	Iteration 0F: 2 clusters Score -591880.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -586977.250000 Penalty: 2854.802979
	Iteration 0F: 3 clusters Score -586977.2 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -588443.625000 Penalty: 2854.802979
	Iteration 1F: 3 clusters Score -588443.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -588715.187500 Penalty: 2854.802979
	Iteration 2F: 3 clusters Score -588715.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -588978.312500 Penalty: 2854.802979
	Iteration 3F: 3 clusters Score -588978.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -589207.187500 Penalty: 2854.802979
	Iteration 4F: 3 clusters Score -589207.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -589380.875000 Penalty: 2854.802979
	Iteration 5Q: 3 clusters Score -589380.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -589518.625000 Penalty: 2854.802979
	Iteration 6Q: 3 clusters Score -589518.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -589663.812500 Penalty: 2854.802979
	Iteration 7Q: 3 clusters Score -589663.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -589801.562500 Penalty: 2854.802979
	Iteration 8Q: 3 clusters Score -589801.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -589936.375000 Penalty: 2854.802979
	Iteration 9Q: 3 clusters Score -589936.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -590068.000000 Penalty: 2854.802979
	Iteration 10Q: 3 clusters Score -590068 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -590197.687500 Penalty: 2854.802979
	Iteration 11Q: 3 clusters Score -590197.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -590318.062500 Penalty: 2854.802979
	Iteration 12Q: 3 clusters Score -590318.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -590417.187500 Penalty: 2854.802979
	Iteration 13Q: 3 clusters Score -590417.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -590484.062500 Penalty: 2854.802979
	Iteration 14Q: 3 clusters Score -590484.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -590544.250000 Penalty: 2854.802979
	Iteration 15Q: 3 clusters Score -590544.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -590598.812500 Penalty: 2854.802979
	Iteration 16Q: 3 clusters Score -590598.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -590644.687500 Penalty: 2854.802979
	Iteration 17Q: 3 clusters Score -590644.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -590679.750000 Penalty: 2854.802979
	Iteration 18Q: 3 clusters Score -590679.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -590713.562500 Penalty: 2854.802979
	Iteration 19Q: 3 clusters Score -590713.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -590742.437500 Penalty: 2854.802979
	Iteration 20F: 3 clusters Score -590742.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -590770.125000 Penalty: 2854.802979
	Iteration 21Q: 3 clusters Score -590770.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -590788.437500 Penalty: 2854.802979
	Iteration 22Q: 3 clusters Score -590788.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -590805.750000 Penalty: 2854.802979
	Iteration 23Q: 3 clusters Score -590805.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -590813.500000 Penalty: 2854.802979
	Iteration 24Q: 3 clusters Score -590813.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -590826.187500 Penalty: 2854.802979
	Iteration 25Q: 3 clusters Score -590826.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -590835.875000 Penalty: 2854.802979
	Iteration 26Q: 3 clusters Score -590835.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -590845.625000 Penalty: 2854.802979
	Iteration 27Q: 3 clusters Score -590845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -590849.500000 Penalty: 2854.802979
	Iteration 28Q: 3 clusters Score -590849.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -590855.812500 Penalty: 2854.802979
	Iteration 29Q: 3 clusters Score -590855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -590860.750000 Penalty: 2854.802979
	Iteration 30Q: 3 clusters Score -590860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -590861.812500 Penalty: 2854.802979
	Iteration 31Q: 3 clusters Score -590861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -590864.062500 Penalty: 2854.802979
	Iteration 32Q: 3 clusters Score -590864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -590863.187500 Penalty: 2854.802979
	Iteration 33Q: 3 clusters Score -590863.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -590863.062500 Penalty: 2854.802979
	Iteration 34Q: 3 clusters Score -590863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -590864.125000 Penalty: 2854.802979
	Iteration 35Q: 3 clusters Score -590864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -590865.187500 Penalty: 2854.802979
	Iteration 36Q: 3 clusters Score -590865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -590866.250000 Penalty: 2854.802979
	Iteration 37Q: 3 clusters Score -590866.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -590866.250000 Penalty: 2854.802979
	Iteration 38F: 3 clusters Score -590866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Entering Unmasked Estep 
Score: -498618.093750 Penalty: 1405.962036
	Iteration 0F: 2 clusters Score -498618.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -494192.093750 Penalty: 2811.924072
	Iteration 0F: 3 clusters Score -494192.1 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -495474.656250 Penalty: 2811.924072
	Iteration 1F: 3 clusters Score -495474.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -495768.937500 Penalty: 2811.924072
	Iteration 2F: 3 clusters Score -495768.9 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -496067.406250 Penalty: 2811.924072
	Iteration 3F: 3 clusters Score -496067.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -496385.187500 Penalty: 2811.924072
	Iteration 4F: 3 clusters Score -496385.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -496794.500000 Penalty: 2811.924072
	Iteration 5F: 3 clusters Score -496794.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -497264.750000 Penalty: 2811.924072
	Iteration 6F: 3 clusters Score -497264.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -497645.968750 Penalty: 2811.924072
	Iteration 7F: 3 clusters Score -497646 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -497892.250000 Penalty: 2811.924072
	Iteration 8F: 3 clusters Score -497892.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -498048.031250 Penalty: 2811.924072
	Iteration 9Q: 3 clusters Score -498048 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -498216.625000 Penalty: 2811.924072
	Iteration 10Q: 3 clusters Score -498216.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -498377.562500 Penalty: 2811.924072
	Iteration 11Q: 3 clusters Score -498377.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -498453.125000 Penalty: 2811.924072
	Iteration 12Q: 3 clusters Score -498453.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -498487.875000 Penalty: 2811.924072
	Iteration 13Q: 3 clusters Score -498487.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -498507.625000 Penalty: 2811.924072
	Iteration 14Q: 3 clusters Score -498507.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -498515.781250 Penalty: 2811.924072
	Iteration 15Q: 3 clusters Score -498515.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -498519.375000 Penalty: 2811.924072
	Iteration 16Q: 3 clusters Score -498519.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -498521.000000 Penalty: 2811.924072
	Iteration 17Q: 3 clusters Score -498521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -498523.281250 Penalty: 2811.924072
	Iteration 18Q: 3 clusters Score -498523.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -498523.531250 Penalty: 2811.924072
	Iteration 19Q: 3 clusters Score -498523.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -498525.437500 Penalty: 2811.924072
	Iteration 20F: 3 clusters Score -498525.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -498525.625000 Penalty: 2811.924072
	Iteration 21Q: 3 clusters Score -498525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -498527.468750 Penalty: 2811.924072
	Iteration 22Q: 3 clusters Score -498527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -498527.343750 Penalty: 2811.924072
	Iteration 23Q: 3 clusters Score -498527.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -498528.875000 Penalty: 2811.924072
	Iteration 24Q: 3 clusters Score -498528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -498529.531250 Penalty: 2811.924072
	Iteration 25Q: 3 clusters Score -498529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -498529.750000 Penalty: 2811.924072
	Iteration 26Q: 3 clusters Score -498529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -498530.281250 Penalty: 2811.924072
	Iteration 27Q: 3 clusters Score -498530.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -498530.375000 Penalty: 2811.924072
	Iteration 28Q: 3 clusters Score -498530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -498531.687500 Penalty: 2811.924072
	Iteration 29Q: 3 clusters Score -498531.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -498531.687500 Penalty: 2811.924072
	Iteration 30F: 3 clusters Score -498531.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -159372.359375 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -159372.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -157419.109375 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -157419.1 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -158160.187500 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -158160.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -158409.578125 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -158409.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -158547.781250 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -158547.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -158644.500000 Penalty: 2447.754395
	Iteration 4F: 3 clusters Score -158644.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -158711.718750 Penalty: 2447.754395
	Iteration 5Q: 3 clusters Score -158711.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -158766.078125 Penalty: 2447.754395
	Iteration 6Q: 3 clusters Score -158766.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -158806.031250 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -158806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -158827.781250 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -158827.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -158838.218750 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -158838.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -158846.625000 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -158846.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -158851.828125 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -158851.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -158858.843750 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -158858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -158865.968750 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -158866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -158871.671875 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -158871.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -158874.531250 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -158874.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -158875.750000 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -158875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -158875.750000 Penalty: 2447.754395
	Iteration 17F: 3 clusters Score -158875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -98635.000000 Penalty: 1144.797119
	Iteration 0F: 2 clusters Score -98635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -97152.921875 Penalty: 2289.594238
	Iteration 0F: 3 clusters Score -97152.92 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97659.093750 Penalty: 2289.594238
	Iteration 1F: 3 clusters Score -97659.09 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97849.601562 Penalty: 2289.594238
	Iteration 2F: 3 clusters Score -97849.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97955.328125 Penalty: 2289.594238
	Iteration 3F: 3 clusters Score -97955.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -98014.718750 Penalty: 2289.594238
	Iteration 4Q: 3 clusters Score -98014.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98045.867188 Penalty: 2289.594238
	Iteration 5Q: 3 clusters Score -98045.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -98077.695312 Penalty: 2289.594238
	Iteration 6Q: 3 clusters Score -98077.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -98094.648438 Penalty: 2289.594238
	Iteration 7Q: 3 clusters Score -98094.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -98106.710938 Penalty: 2289.594238
	Iteration 8Q: 3 clusters Score -98106.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -98112.515625 Penalty: 2289.594238
	Iteration 9Q: 3 clusters Score -98112.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -98119.710938 Penalty: 2289.594238
	Iteration 10Q: 3 clusters Score -98119.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -98128.718750 Penalty: 2289.594238
	Iteration 11Q: 3 clusters Score -98128.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -98143.875000 Penalty: 2289.594238
	Iteration 12Q: 3 clusters Score -98143.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -98168.078125 Penalty: 2289.594238
	Iteration 13Q: 3 clusters Score -98168.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -98192.421875 Penalty: 2289.594238
	Iteration 14Q: 3 clusters Score -98192.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -98208.742188 Penalty: 2289.594238
	Iteration 15Q: 3 clusters Score -98208.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98222.554688 Penalty: 2289.594238
	Iteration 16Q: 3 clusters Score -98222.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98230.703125 Penalty: 2289.594238
	Iteration 17Q: 3 clusters Score -98230.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -98238.031250 Penalty: 2289.594238
	Iteration 18Q: 3 clusters Score -98238.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -98245.171875 Penalty: 2289.594238
	Iteration 19Q: 3 clusters Score -98245.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -98261.093750 Penalty: 2289.594238
	Iteration 20F: 3 clusters Score -98261.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -98274.890625 Penalty: 2289.594238
	Iteration 21Q: 3 clusters Score -98274.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -98280.781250 Penalty: 2289.594238
	Iteration 22Q: 3 clusters Score -98280.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98285.414062 Penalty: 2289.594238
	Iteration 23Q: 3 clusters Score -98285.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -98286.898438 Penalty: 2289.594238
	Iteration 24Q: 3 clusters Score -98286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98287.421875 Penalty: 2289.594238
	Iteration 25Q: 3 clusters Score -98287.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -98287.421875 Penalty: 2289.594238
	Iteration 26F: 3 clusters Score -98287.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Entering Unmasked Estep 
Score: -635097.625000 Penalty: 1439.554199
	Iteration 0F: 2 clusters Score -635097.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -629799.687500 Penalty: 2879.108398
	Iteration 0F: 3 clusters Score -629799.7 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -631437.062500 Penalty: 2879.108398
	Iteration 1F: 3 clusters Score -631437.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -631706.062500 Penalty: 2879.108398
	Iteration 2F: 3 clusters Score -631706.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -631932.437500 Penalty: 2879.108398
	Iteration 3F: 3 clusters Score -631932.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -632110.375000 Penalty: 2879.108398
	Iteration 4Q: 3 clusters Score -632110.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -632282.187500 Penalty: 2879.108398
	Iteration 5Q: 3 clusters Score -632282.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -632454.000000 Penalty: 2879.108398
	Iteration 6Q: 3 clusters Score -632454 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -632651.500000 Penalty: 2879.108398
	Iteration 7Q: 3 clusters Score -632651.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -632900.937500 Penalty: 2879.108398
	Iteration 8Q: 3 clusters Score -632900.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -633141.312500 Penalty: 2879.108398
	Iteration 9Q: 3 clusters Score -633141.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -633405.937500 Penalty: 2879.108398
	Iteration 10Q: 3 clusters Score -633405.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -633625.437500 Penalty: 2879.108398
	Iteration 11Q: 3 clusters Score -633625.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -633789.375000 Penalty: 2879.108398
	Iteration 12Q: 3 clusters Score -633789.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -633928.312500 Penalty: 2879.108398
	Iteration 13Q: 3 clusters Score -633928.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -634084.437500 Penalty: 2879.108398
	Iteration 14Q: 3 clusters Score -634084.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -634190.125000 Penalty: 2879.108398
	Iteration 15Q: 3 clusters Score -634190.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -634251.125000 Penalty: 2879.108398
	Iteration 16Q: 3 clusters Score -634251.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -634294.250000 Penalty: 2879.108398
	Iteration 17Q: 3 clusters Score -634294.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -634319.375000 Penalty: 2879.108398
	Iteration 18Q: 3 clusters Score -634319.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -634342.437500 Penalty: 2879.108398
	Iteration 19Q: 3 clusters Score -634342.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -634352.437500 Penalty: 2879.108398
	Iteration 20F: 3 clusters Score -634352.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -634360.375000 Penalty: 2879.108398
	Iteration 21Q: 3 clusters Score -634360.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -634370.875000 Penalty: 2879.108398
	Iteration 22Q: 3 clusters Score -634370.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -634375.937500 Penalty: 2879.108398
	Iteration 23Q: 3 clusters Score -634375.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -634381.625000 Penalty: 2879.108398
	Iteration 24Q: 3 clusters Score -634381.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -634386.750000 Penalty: 2879.108398
	Iteration 25Q: 3 clusters Score -634386.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -634390.187500 Penalty: 2879.108398
	Iteration 26Q: 3 clusters Score -634390.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -634392.437500 Penalty: 2879.108398
	Iteration 27Q: 3 clusters Score -634392.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -634396.875000 Penalty: 2879.108398
	Iteration 28Q: 3 clusters Score -634396.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -634397.000000 Penalty: 2879.108398
	Iteration 29Q: 3 clusters Score -634397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -634399.625000 Penalty: 2879.108398
	Iteration 30Q: 3 clusters Score -634399.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -634399.687500 Penalty: 2879.108398
	Iteration 31Q: 3 clusters Score -634399.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -634401.437500 Penalty: 2879.108398
	Iteration 32Q: 3 clusters Score -634401.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -634403.500000 Penalty: 2879.108398
	Iteration 33Q: 3 clusters Score -634403.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -634403.000000 Penalty: 2879.108398
	Iteration 34Q: 3 clusters Score -634403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -634402.625000 Penalty: 2879.108398
	Iteration 35Q: 3 clusters Score -634402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -634402.937500 Penalty: 2879.108398
	Iteration 36Q: 3 clusters Score -634402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -634403.812500 Penalty: 2879.108398
	Iteration 37Q: 3 clusters Score -634403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -634404.500000 Penalty: 2879.108398
	Iteration 38Q: 3 clusters Score -634404.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -634404.437500 Penalty: 2879.108398
	Iteration 39Q: 3 clusters Score -634404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -634405.125000 Penalty: 2879.108398
	Iteration 40F: 3 clusters Score -634405.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -634405.937500 Penalty: 2879.108398
	Iteration 41Q: 3 clusters Score -634405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -634406.812500 Penalty: 2879.108398
	Iteration 42Q: 3 clusters Score -634406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -634408.687500 Penalty: 2879.108398
	Iteration 43Q: 3 clusters Score -634408.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -634409.562500 Penalty: 2879.108398
	Iteration 44Q: 3 clusters Score -634409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -634410.562500 Penalty: 2879.108398
	Iteration 45Q: 3 clusters Score -634410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -634410.812500 Penalty: 2879.108398
	Iteration 46Q: 3 clusters Score -634410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -634411.375000 Penalty: 2879.108398
	Iteration 47Q: 3 clusters Score -634411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -634411.937500 Penalty: 2879.108398
	Iteration 48Q: 3 clusters Score -634411.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -634411.375000 Penalty: 2879.108398
	Iteration 49Q: 3 clusters Score -634411.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -634413.625000 Penalty: 2879.108398
	Iteration 50Q: 3 clusters Score -634413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -634412.937500 Penalty: 2879.108398
	Iteration 51Q: 3 clusters Score -634412.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -634412.125000 Penalty: 2879.108398
	Iteration 52Q: 3 clusters Score -634412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -634413.750000 Penalty: 2879.108398
	Iteration 53Q: 3 clusters Score -634413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -634413.437500 Penalty: 2879.108398
	Iteration 54Q: 3 clusters Score -634413.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -634413.437500 Penalty: 2879.108398
	Iteration 55F: 3 clusters Score -634413.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Entering Unmasked Estep 
Score: -2167567.250000 Penalty: 1628.029907
	Iteration 0F: 2 clusters Score -2167567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2152385.750000 Penalty: 3256.059814
	Iteration 0F: 3 clusters Score -2152386 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2157880.000000 Penalty: 3256.059814
	Iteration 1F: 3 clusters Score -2157880 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2158279.250000 Penalty: 3256.059814
	Iteration 2Q: 3 clusters Score -2158279 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2158702.500000 Penalty: 3256.059814
	Iteration 3Q: 3 clusters Score -2158702 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2159297.250000 Penalty: 3256.059814
	Iteration 4F: 3 clusters Score -2159297 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -2160200.250000 Penalty: 3256.059814
	Iteration 5F: 3 clusters Score -2160200 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2161425.250000 Penalty: 3256.059814
	Iteration 6F: 3 clusters Score -2161425 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2162749.000000 Penalty: 3256.059814
	Iteration 7F: 3 clusters Score -2162749 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2163904.750000 Penalty: 3256.059814
	Iteration 8F: 3 clusters Score -2163905 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2164705.500000 Penalty: 3256.059814
	Iteration 9Q: 3 clusters Score -2164706 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2165232.750000 Penalty: 3256.059814
	Iteration 10Q: 3 clusters Score -2165233 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2165544.250000 Penalty: 3256.059814
	Iteration 11Q: 3 clusters Score -2165544 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2165727.000000 Penalty: 3256.059814
	Iteration 12Q: 3 clusters Score -2165727 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2165850.250000 Penalty: 3256.059814
	Iteration 13Q: 3 clusters Score -2165850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2165924.250000 Penalty: 3256.059814
	Iteration 14Q: 3 clusters Score -2165924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2165975.750000 Penalty: 3256.059814
	Iteration 15Q: 3 clusters Score -2165976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2166000.000000 Penalty: 3256.059814
	Iteration 16Q: 3 clusters Score -2166000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2166028.000000 Penalty: 3256.059814
	Iteration 17Q: 3 clusters Score -2166028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2166049.000000 Penalty: 3256.059814
	Iteration 18Q: 3 clusters Score -2166049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2166063.500000 Penalty: 3256.059814
	Iteration 19Q: 3 clusters Score -2166064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2166071.000000 Penalty: 3256.059814
	Iteration 20F: 3 clusters Score -2166071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2166078.500000 Penalty: 3256.059814
	Iteration 21Q: 3 clusters Score -2166078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2166087.000000 Penalty: 3256.059814
	Iteration 22Q: 3 clusters Score -2166087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2166095.250000 Penalty: 3256.059814
	Iteration 23Q: 3 clusters Score -2166095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2166100.250000 Penalty: 3256.059814
	Iteration 24Q: 3 clusters Score -2166100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2166105.750000 Penalty: 3256.059814
	Iteration 25Q: 3 clusters Score -2166106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2166114.500000 Penalty: 3256.059814
	Iteration 26Q: 3 clusters Score -2166114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2166125.500000 Penalty: 3256.059814
	Iteration 27Q: 3 clusters Score -2166126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2166125.250000 Penalty: 3256.059814
	Iteration 28Q: 3 clusters Score -2166125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2166129.000000 Penalty: 3256.059814
	Iteration 29Q: 3 clusters Score -2166129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2166133.250000 Penalty: 3256.059814
	Iteration 30Q: 3 clusters Score -2166133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2166136.750000 Penalty: 3256.059814
	Iteration 31Q: 3 clusters Score -2166137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2166137.250000 Penalty: 3256.059814
	Iteration 32Q: 3 clusters Score -2166137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2166137.500000 Penalty: 3256.059814
	Iteration 33Q: 3 clusters Score -2166138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2166139.500000 Penalty: 3256.059814
	Iteration 34Q: 3 clusters Score -2166140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2166139.000000 Penalty: 3256.059814
	Iteration 35Q: 3 clusters Score -2166139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2166143.250000 Penalty: 3256.059814
	Iteration 36Q: 3 clusters Score -2166143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2166144.750000 Penalty: 3256.059814
	Iteration 37Q: 3 clusters Score -2166145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2166143.750000 Penalty: 3256.059814
	Iteration 38Q: 3 clusters Score -2166144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2166143.750000 Penalty: 3256.059814
	Iteration 39F: 3 clusters Score -2166144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Entering Unmasked Estep 
Score: -353843.375000 Penalty: 1352.112305
	Iteration 0F: 2 clusters Score -353843.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -350419.656250 Penalty: 2704.224609
	Iteration 0F: 3 clusters Score -350419.7 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -351371.500000 Penalty: 2704.224609
	Iteration 1F: 3 clusters Score -351371.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -351573.156250 Penalty: 2704.224609
	Iteration 2F: 3 clusters Score -351573.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -351737.093750 Penalty: 2704.224609
	Iteration 3F: 3 clusters Score -351737.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -351869.000000 Penalty: 2704.224609
	Iteration 4Q: 3 clusters Score -351869 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -351973.468750 Penalty: 2704.224609
	Iteration 5Q: 3 clusters Score -351973.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -352055.000000 Penalty: 2704.224609
	Iteration 6Q: 3 clusters Score -352055 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -352117.875000 Penalty: 2704.224609
	Iteration 7Q: 3 clusters Score -352117.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -352179.562500 Penalty: 2704.224609
	Iteration 8Q: 3 clusters Score -352179.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -352273.375000 Penalty: 2704.224609
	Iteration 9Q: 3 clusters Score -352273.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -352356.500000 Penalty: 2704.224609
	Iteration 10Q: 3 clusters Score -352356.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -352442.406250 Penalty: 2704.224609
	Iteration 11Q: 3 clusters Score -352442.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -352520.093750 Penalty: 2704.224609
	Iteration 12Q: 3 clusters Score -352520.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -352585.937500 Penalty: 2704.224609
	Iteration 13Q: 3 clusters Score -352585.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -352659.468750 Penalty: 2704.224609
	Iteration 14Q: 3 clusters Score -352659.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -352743.406250 Penalty: 2704.224609
	Iteration 15Q: 3 clusters Score -352743.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -352817.718750 Penalty: 2704.224609
	Iteration 16Q: 3 clusters Score -352817.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -352890.468750 Penalty: 2704.224609
	Iteration 17Q: 3 clusters Score -352890.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -352963.000000 Penalty: 2704.224609
	Iteration 18Q: 3 clusters Score -352963 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -353053.750000 Penalty: 2704.224609
	Iteration 19Q: 3 clusters Score -353053.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -353145.968750 Penalty: 2704.224609
	Iteration 20F: 3 clusters Score -353146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -353202.031250 Penalty: 2704.224609
	Iteration 21Q: 3 clusters Score -353202 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -353245.500000 Penalty: 2704.224609
	Iteration 22Q: 3 clusters Score -353245.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -353270.875000 Penalty: 2704.224609
	Iteration 23Q: 3 clusters Score -353270.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -353294.093750 Penalty: 2704.224609
	Iteration 24Q: 3 clusters Score -353294.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -353317.375000 Penalty: 2704.224609
	Iteration 25Q: 3 clusters Score -353317.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -353347.218750 Penalty: 2704.224609
	Iteration 26Q: 3 clusters Score -353347.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -353383.250000 Penalty: 2704.224609
	Iteration 27Q: 3 clusters Score -353383.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -353406.625000 Penalty: 2704.224609
	Iteration 28Q: 3 clusters Score -353406.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -353417.906250 Penalty: 2704.224609
	Iteration 29Q: 3 clusters Score -353417.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -353422.500000 Penalty: 2704.224609
	Iteration 30Q: 3 clusters Score -353422.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -353425.031250 Penalty: 2704.224609
	Iteration 31Q: 3 clusters Score -353425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -353427.437500 Penalty: 2704.224609
	Iteration 32Q: 3 clusters Score -353427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -353428.187500 Penalty: 2704.224609
	Iteration 33Q: 3 clusters Score -353428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -353430.843750 Penalty: 2704.224609
	Iteration 34Q: 3 clusters Score -353430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -353432.031250 Penalty: 2704.224609
	Iteration 35Q: 3 clusters Score -353432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -353434.062500 Penalty: 2704.224609
	Iteration 36Q: 3 clusters Score -353434.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -353435.031250 Penalty: 2704.224609
	Iteration 37Q: 3 clusters Score -353435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -353435.187500 Penalty: 2704.224609
	Iteration 38Q: 3 clusters Score -353435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -353435.187500 Penalty: 2704.224609
	Iteration 39Q: 3 clusters Score -353435.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -353435.906250 Penalty: 2704.224609
	Iteration 40F: 3 clusters Score -353435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -353435.968750 Penalty: 2704.224609
	Iteration 41Q: 3 clusters Score -353436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -353435.968750 Penalty: 2704.224609
	Iteration 42F: 3 clusters Score -353436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151109 members 
Entering Unmasked Estep 
Score: -14339513.000000 Penalty: 1937.935425
	Iteration 0F: 2 clusters Score -1.433951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75129 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -14239153.000000 Penalty: 3875.870850
	Iteration 0F: 3 clusters Score -1.423915e+07 nChanged 73026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Mstep: Class 2 contains 84622 members 
Entering Unmasked Estep 
Score: -14282836.000000 Penalty: 3875.870850
	Iteration 1F: 3 clusters Score -1.428284e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 90566 members 
Entering Unmasked Estep 
Score: -14285731.000000 Penalty: 3875.870850
	Iteration 2Q: 3 clusters Score -1.428573e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 99350 members 
Entering Unmasked Estep 
Score: -14291362.000000 Penalty: 3875.870850
	Iteration 3F: 3 clusters Score -1.429136e+07 nChanged 12450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 111132 members 
Entering Unmasked Estep 
Score: -14300845.000000 Penalty: 3875.870850
	Iteration 4F: 3 clusters Score -1.430084e+07 nChanged 13639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 124299 members 
Entering Unmasked Estep 
Score: -14313173.000000 Penalty: 3875.870850
	Iteration 5F: 3 clusters Score -1.431317e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 135657 members 
Entering Unmasked Estep 
Score: -14324414.000000 Penalty: 3875.870850
	Iteration 6F: 3 clusters Score -1.432441e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 143180 members 
Entering Unmasked Estep 
Score: -14331453.000000 Penalty: 3875.870850
	Iteration 7F: 3 clusters Score -1.433145e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 147291 members 
Entering Unmasked Estep 
Score: -14335153.000000 Penalty: 3875.870850
	Iteration 8Q: 3 clusters Score -1.433515e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 149138 members 
Entering Unmasked Estep 
Score: -14336891.000000 Penalty: 3875.870850
	Iteration 9Q: 3 clusters Score -1.433689e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 149812 members 
Entering Unmasked Estep 
Score: -14337510.000000 Penalty: 3875.870850
	Iteration 10Q: 3 clusters Score -1.433751e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -14337829.000000 Penalty: 3875.870850
	Iteration 11Q: 3 clusters Score -1.433783e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 150151 members 
Entering Unmasked Estep 
Score: -14337972.000000 Penalty: 3875.870850
	Iteration 12Q: 3 clusters Score -1.433797e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -14338041.000000 Penalty: 3875.870850
	Iteration 13Q: 3 clusters Score -1.433804e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 150193 members 
Entering Unmasked Estep 
Score: -14338109.000000 Penalty: 3875.870850
	Iteration 14Q: 3 clusters Score -1.433811e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -14338158.000000 Penalty: 3875.870850
	Iteration 15Q: 3 clusters Score -1.433816e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -14338235.000000 Penalty: 3875.870850
	Iteration 16Q: 3 clusters Score -1.433824e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -14338271.000000 Penalty: 3875.870850
	Iteration 17Q: 3 clusters Score -1.433827e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -14338309.000000 Penalty: 3875.870850
	Iteration 18Q: 3 clusters Score -1.433831e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 150199 members 
Entering Unmasked Estep 
Score: -14338347.000000 Penalty: 3875.870850
	Iteration 19Q: 3 clusters Score -1.433835e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -14338371.000000 Penalty: 3875.870850
	Iteration 20F: 3 clusters Score -1.433837e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -14338375.000000 Penalty: 3875.870850
	Iteration 21Q: 3 clusters Score -1.433838e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 150201 members 
Entering Unmasked Estep 
Score: -14338378.000000 Penalty: 3875.870850
	Iteration 22Q: 3 clusters Score -1.433838e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 150197 members 
Entering Unmasked Estep 
Score: -14338392.000000 Penalty: 3875.870850
	Iteration 23Q: 3 clusters Score -1.433839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 150191 members 
Entering Unmasked Estep 
Score: -14338398.000000 Penalty: 3875.870850
	Iteration 24Q: 3 clusters Score -1.43384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 150187 members 
Entering Unmasked Estep 
Score: -14338391.000000 Penalty: 3875.870850
	Iteration 25Q: 3 clusters Score -1.433839e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 150187 members 
Entering Unmasked Estep 
Score: -14338399.000000 Penalty: 3875.870850
	Iteration 26Q: 3 clusters Score -1.43384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -14338398.000000 Penalty: 3875.870850
	Iteration 27Q: 3 clusters Score -1.43384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -14338406.000000 Penalty: 3875.870850
	Iteration 28Q: 3 clusters Score -1.433841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 150185 members 
Entering Unmasked Estep 
Score: -14338404.000000 Penalty: 3875.870850
	Iteration 29Q: 3 clusters Score -1.43384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 150184 members 
Entering Unmasked Estep 
Score: -14338404.000000 Penalty: 3875.870850
	Iteration 30Q: 3 clusters Score -1.43384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -14338406.000000 Penalty: 3875.870850
	Iteration 31Q: 3 clusters Score -1.433841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 150178 members 
Entering Unmasked Estep 
Score: -14338413.000000 Penalty: 3875.870850
	Iteration 32Q: 3 clusters Score -1.433841e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 150177 members 
Entering Unmasked Estep 
Score: -14338410.000000 Penalty: 3875.870850
	Iteration 33Q: 3 clusters Score -1.433841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 150174 members 
Entering Unmasked Estep 
Score: -14338406.000000 Penalty: 3875.870850
	Iteration 34Q: 3 clusters Score -1.433841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 150172 members 
Entering Unmasked Estep 
Score: -14338408.000000 Penalty: 3875.870850
	Iteration 35Q: 3 clusters Score -1.433841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 150170 members 
Entering Unmasked Estep 
Score: -14338410.000000 Penalty: 3875.870850
	Iteration 36Q: 3 clusters Score -1.433841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 150166 members 
Entering Unmasked Estep 
Score: -14338406.000000 Penalty: 3875.870850
	Iteration 37Q: 3 clusters Score -1.433841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -14338416.000000 Penalty: 3875.870850
	Iteration 38Q: 3 clusters Score -1.433842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 150162 members 
Entering Unmasked Estep 
Score: -14338433.000000 Penalty: 3875.870850
	Iteration 39Q: 3 clusters Score -1.433843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 150164 members 
Entering Unmasked Estep 
Score: -14338431.000000 Penalty: 3875.870850
	Iteration 40F: 3 clusters Score -1.433843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -14338431.000000 Penalty: 3875.870850
	Iteration 41Q: 3 clusters Score -1.433843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 150164 members 
Entering Unmasked Estep 
Score: -14338429.000000 Penalty: 3875.870850
	Iteration 42Q: 3 clusters Score -1.433843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 150164 members 
Entering Unmasked Estep 
Score: -14338426.000000 Penalty: 3875.870850
	Iteration 43Q: 3 clusters Score -1.433843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 150163 members 
Entering Unmasked Estep 
Score: -14338431.000000 Penalty: 3875.870850
	Iteration 44Q: 3 clusters Score -1.433843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 150162 members 
Entering Unmasked Estep 
Score: -14338418.000000 Penalty: 3875.870850
	Iteration 45Q: 3 clusters Score -1.433842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 150164 members 
Entering Unmasked Estep 
Score: -14338425.000000 Penalty: 3875.870850
	Iteration 46Q: 3 clusters Score -1.433842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 150168 members 
Entering Unmasked Estep 
Score: -14338425.000000 Penalty: 3875.870850
	Iteration 47Q: 3 clusters Score -1.433842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 150169 members 
Entering Unmasked Estep 
Score: -14338439.000000 Penalty: 3875.870850
	Iteration 48Q: 3 clusters Score -1.433844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 150169 members 
Entering Unmasked Estep 
Score: -14338453.000000 Penalty: 3875.870850
	Iteration 49Q: 3 clusters Score -1.433845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 150170 members 
Entering Unmasked Estep 
Score: -14338454.000000 Penalty: 3875.870850
	Iteration 50Q: 3 clusters Score -1.433845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 150170 members 
Entering Unmasked Estep 
Score: -14338453.000000 Penalty: 3875.870850
	Iteration 51Q: 3 clusters Score -1.433845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 150170 members 
Entering Unmasked Estep 
Score: -14338453.000000 Penalty: 3875.870850
	Iteration 52F: 3 clusters Score -1.433845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Entering Unmasked Estep 
Score: -572319.937500 Penalty: 1417.868530
	Iteration 0F: 2 clusters Score -572319.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -567580.000000 Penalty: 2835.737061
	Iteration 0F: 3 clusters Score -567580 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -569106.312500 Penalty: 2835.737061
	Iteration 1F: 3 clusters Score -569106.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -569404.187500 Penalty: 2835.737061
	Iteration 2F: 3 clusters Score -569404.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -569626.062500 Penalty: 2835.737061
	Iteration 3F: 3 clusters Score -569626.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -569788.125000 Penalty: 2835.737061
	Iteration 4F: 3 clusters Score -569788.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -569912.625000 Penalty: 2835.737061
	Iteration 5Q: 3 clusters Score -569912.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -570028.750000 Penalty: 2835.737061
	Iteration 6Q: 3 clusters Score -570028.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -570182.187500 Penalty: 2835.737061
	Iteration 7Q: 3 clusters Score -570182.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -570380.312500 Penalty: 2835.737061
	Iteration 8Q: 3 clusters Score -570380.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -570591.750000 Penalty: 2835.737061
	Iteration 9Q: 3 clusters Score -570591.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -570856.062500 Penalty: 2835.737061
	Iteration 10Q: 3 clusters Score -570856.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -571179.625000 Penalty: 2835.737061
	Iteration 11Q: 3 clusters Score -571179.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -571462.437500 Penalty: 2835.737061
	Iteration 12Q: 3 clusters Score -571462.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -571665.562500 Penalty: 2835.737061
	Iteration 13Q: 3 clusters Score -571665.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -571795.687500 Penalty: 2835.737061
	Iteration 14Q: 3 clusters Score -571795.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -571865.562500 Penalty: 2835.737061
	Iteration 15Q: 3 clusters Score -571865.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -571912.500000 Penalty: 2835.737061
	Iteration 16Q: 3 clusters Score -571912.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -571955.437500 Penalty: 2835.737061
	Iteration 17Q: 3 clusters Score -571955.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -571982.875000 Penalty: 2835.737061
	Iteration 18Q: 3 clusters Score -571982.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -571998.000000 Penalty: 2835.737061
	Iteration 19Q: 3 clusters Score -571998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -572011.687500 Penalty: 2835.737061
	Iteration 20F: 3 clusters Score -572011.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -572017.625000 Penalty: 2835.737061
	Iteration 21Q: 3 clusters Score -572017.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -572024.687500 Penalty: 2835.737061
	Iteration 22Q: 3 clusters Score -572024.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -572026.625000 Penalty: 2835.737061
	Iteration 23Q: 3 clusters Score -572026.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -572035.187500 Penalty: 2835.737061
	Iteration 24Q: 3 clusters Score -572035.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -572040.875000 Penalty: 2835.737061
	Iteration 25Q: 3 clusters Score -572040.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -572045.750000 Penalty: 2835.737061
	Iteration 26Q: 3 clusters Score -572045.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -572048.750000 Penalty: 2835.737061
	Iteration 27Q: 3 clusters Score -572048.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -572053.000000 Penalty: 2835.737061
	Iteration 28Q: 3 clusters Score -572053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -572058.500000 Penalty: 2835.737061
	Iteration 29Q: 3 clusters Score -572058.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -572062.375000 Penalty: 2835.737061
	Iteration 30Q: 3 clusters Score -572062.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -572064.937500 Penalty: 2835.737061
	Iteration 31Q: 3 clusters Score -572064.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -572068.062500 Penalty: 2835.737061
	Iteration 32Q: 3 clusters Score -572068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -572068.500000 Penalty: 2835.737061
	Iteration 33Q: 3 clusters Score -572068.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -572069.625000 Penalty: 2835.737061
	Iteration 34Q: 3 clusters Score -572069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -572069.625000 Penalty: 2835.737061
	Iteration 35Q: 3 clusters Score -572069.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -572070.000000 Penalty: 2835.737061
	Iteration 36Q: 3 clusters Score -572070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -572071.687500 Penalty: 2835.737061
	Iteration 37Q: 3 clusters Score -572071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -572072.250000 Penalty: 2835.737061
	Iteration 38Q: 3 clusters Score -572072.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -572073.437500 Penalty: 2835.737061
	Iteration 39Q: 3 clusters Score -572073.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -572074.250000 Penalty: 2835.737061
	Iteration 40F: 3 clusters Score -572074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -572076.562500 Penalty: 2835.737061
	Iteration 41Q: 3 clusters Score -572076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -572075.750000 Penalty: 2835.737061
	Iteration 42Q: 3 clusters Score -572075.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -572076.625000 Penalty: 2835.737061
	Iteration 43Q: 3 clusters Score -572076.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -572077.937500 Penalty: 2835.737061
	Iteration 44Q: 3 clusters Score -572077.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -572078.750000 Penalty: 2835.737061
	Iteration 45Q: 3 clusters Score -572078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -572080.625000 Penalty: 2835.737061
	Iteration 46Q: 3 clusters Score -572080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -572081.312500 Penalty: 2835.737061
	Iteration 47Q: 3 clusters Score -572081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -572083.437500 Penalty: 2835.737061
	Iteration 48Q: 3 clusters Score -572083.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -572083.437500 Penalty: 2835.737061
	Iteration 49F: 3 clusters Score -572083.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Entering Unmasked Estep 
Score: -1019522.937500 Penalty: 1512.182983
	Iteration 0F: 2 clusters Score -1019523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1011687.312500 Penalty: 3024.365967
	Iteration 0F: 3 clusters Score -1011687 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1014190.375000 Penalty: 3024.365967
	Iteration 1F: 3 clusters Score -1014190 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1014517.937500 Penalty: 3024.365967
	Iteration 2F: 3 clusters Score -1014518 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1014852.812500 Penalty: 3024.365967
	Iteration 3F: 3 clusters Score -1014853 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1015230.312500 Penalty: 3024.365967
	Iteration 4F: 3 clusters Score -1015230 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1015686.312500 Penalty: 3024.365967
	Iteration 5F: 3 clusters Score -1015686 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1016197.062500 Penalty: 3024.365967
	Iteration 6F: 3 clusters Score -1016197 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1016719.687500 Penalty: 3024.365967
	Iteration 7F: 3 clusters Score -1016720 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1017287.562500 Penalty: 3024.365967
	Iteration 8F: 3 clusters Score -1017288 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1017774.000000 Penalty: 3024.365967
	Iteration 9Q: 3 clusters Score -1017774 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1018042.312500 Penalty: 3024.365967
	Iteration 10Q: 3 clusters Score -1018042 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1018201.625000 Penalty: 3024.365967
	Iteration 11Q: 3 clusters Score -1018202 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1018292.250000 Penalty: 3024.365967
	Iteration 12Q: 3 clusters Score -1018292 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1018360.437500 Penalty: 3024.365967
	Iteration 13Q: 3 clusters Score -1018360 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1018410.937500 Penalty: 3024.365967
	Iteration 14Q: 3 clusters Score -1018411 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1018452.625000 Penalty: 3024.365967
	Iteration 15Q: 3 clusters Score -1018453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1018467.687500 Penalty: 3024.365967
	Iteration 16Q: 3 clusters Score -1018468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1018478.375000 Penalty: 3024.365967
	Iteration 17Q: 3 clusters Score -1018478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1018484.937500 Penalty: 3024.365967
	Iteration 18Q: 3 clusters Score -1018485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1018494.000000 Penalty: 3024.365967
	Iteration 19Q: 3 clusters Score -1018494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1018500.750000 Penalty: 3024.365967
	Iteration 20F: 3 clusters Score -1018501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1018506.625000 Penalty: 3024.365967
	Iteration 21Q: 3 clusters Score -1018507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1018508.312500 Penalty: 3024.365967
	Iteration 22Q: 3 clusters Score -1018508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1018512.500000 Penalty: 3024.365967
	Iteration 23Q: 3 clusters Score -1018512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1018518.375000 Penalty: 3024.365967
	Iteration 24Q: 3 clusters Score -1018518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1018523.562500 Penalty: 3024.365967
	Iteration 25Q: 3 clusters Score -1018524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1018526.312500 Penalty: 3024.365967
	Iteration 26Q: 3 clusters Score -1018526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1018526.937500 Penalty: 3024.365967
	Iteration 27Q: 3 clusters Score -1018527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1018526.875000 Penalty: 3024.365967
	Iteration 28Q: 3 clusters Score -1018527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1018526.687500 Penalty: 3024.365967
	Iteration 29Q: 3 clusters Score -1018527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1018526.687500 Penalty: 3024.365967
	Iteration 30F: 3 clusters Score -1018527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Entering Unmasked Estep 
Score: -2212373.000000 Penalty: 1633.505005
	Iteration 0F: 2 clusters Score -2212373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2196488.000000 Penalty: 3267.010010
	Iteration 0F: 3 clusters Score -2196488 nChanged 10691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2202512.750000 Penalty: 3267.010010
	Iteration 1F: 3 clusters Score -2202513 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2202971.250000 Penalty: 3267.010010
	Iteration 2F: 3 clusters Score -2202971 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2203497.500000 Penalty: 3267.010010
	Iteration 3F: 3 clusters Score -2203498 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2204090.750000 Penalty: 3267.010010
	Iteration 4F: 3 clusters Score -2204091 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -2204878.000000 Penalty: 3267.010010
	Iteration 5F: 3 clusters Score -2204878 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2205850.250000 Penalty: 3267.010010
	Iteration 6F: 3 clusters Score -2205850 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2206781.250000 Penalty: 3267.010010
	Iteration 7F: 3 clusters Score -2206781 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2207655.250000 Penalty: 3267.010010
	Iteration 8F: 3 clusters Score -2207655 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -2208309.000000 Penalty: 3267.010010
	Iteration 9Q: 3 clusters Score -2208309 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2208867.000000 Penalty: 3267.010010
	Iteration 10Q: 3 clusters Score -2208867 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2209316.000000 Penalty: 3267.010010
	Iteration 11Q: 3 clusters Score -2209316 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -2209705.250000 Penalty: 3267.010010
	Iteration 12Q: 3 clusters Score -2209705 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2210064.250000 Penalty: 3267.010010
	Iteration 13Q: 3 clusters Score -2210064 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2210367.750000 Penalty: 3267.010010
	Iteration 14Q: 3 clusters Score -2210368 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -2210596.000000 Penalty: 3267.010010
	Iteration 15Q: 3 clusters Score -2210596 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2210734.250000 Penalty: 3267.010010
	Iteration 16Q: 3 clusters Score -2210734 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2210822.250000 Penalty: 3267.010010
	Iteration 17Q: 3 clusters Score -2210822 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2210881.250000 Penalty: 3267.010010
	Iteration 18Q: 3 clusters Score -2210881 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2210931.750000 Penalty: 3267.010010
	Iteration 19Q: 3 clusters Score -2210932 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2210982.750000 Penalty: 3267.010010
	Iteration 20F: 3 clusters Score -2210983 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2211016.250000 Penalty: 3267.010010
	Iteration 21Q: 3 clusters Score -2211016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2211041.500000 Penalty: 3267.010010
	Iteration 22Q: 3 clusters Score -2211042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2211060.500000 Penalty: 3267.010010
	Iteration 23Q: 3 clusters Score -2211060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2211079.250000 Penalty: 3267.010010
	Iteration 24Q: 3 clusters Score -2211079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2211091.250000 Penalty: 3267.010010
	Iteration 25Q: 3 clusters Score -2211091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2211103.000000 Penalty: 3267.010010
	Iteration 26Q: 3 clusters Score -2211103 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2211115.500000 Penalty: 3267.010010
	Iteration 27Q: 3 clusters Score -2211116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2211125.500000 Penalty: 3267.010010
	Iteration 28Q: 3 clusters Score -2211126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2211134.500000 Penalty: 3267.010010
	Iteration 29Q: 3 clusters Score -2211134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2211144.750000 Penalty: 3267.010010
	Iteration 30Q: 3 clusters Score -2211145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2211152.500000 Penalty: 3267.010010
	Iteration 31Q: 3 clusters Score -2211152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2211164.750000 Penalty: 3267.010010
	Iteration 32Q: 3 clusters Score -2211165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2211175.250000 Penalty: 3267.010010
	Iteration 33Q: 3 clusters Score -2211175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2211179.750000 Penalty: 3267.010010
	Iteration 34Q: 3 clusters Score -2211180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2211188.000000 Penalty: 3267.010010
	Iteration 35Q: 3 clusters Score -2211188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2211197.500000 Penalty: 3267.010010
	Iteration 36Q: 3 clusters Score -2211198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2211199.750000 Penalty: 3267.010010
	Iteration 37Q: 3 clusters Score -2211200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2211205.250000 Penalty: 3267.010010
	Iteration 38Q: 3 clusters Score -2211205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2211205.000000 Penalty: 3267.010010
	Iteration 39Q: 3 clusters Score -2211205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2211209.750000 Penalty: 3267.010010
	Iteration 40F: 3 clusters Score -2211210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2211217.250000 Penalty: 3267.010010
	Iteration 41Q: 3 clusters Score -2211217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2211217.750000 Penalty: 3267.010010
	Iteration 42Q: 3 clusters Score -2211218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2211218.750000 Penalty: 3267.010010
	Iteration 43Q: 3 clusters Score -2211219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2211218.750000 Penalty: 3267.010010
	Iteration 44F: 3 clusters Score -2211219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102411 members 
Mstep: Class 2 contains 5219 members 
Mstep: Class 3 contains 5207 members 
Mstep: Class 4 contains 115652 members 
Mstep: Class 5 contains 50617 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 40215 members 
Mstep: Class 9 contains 6529 members 
Mstep: Class 10 contains 5722 members 
Mstep: Class 11 contains 1866 members 
Mstep: Class 12 contains 1147 members 
Mstep: Class 13 contains 7036 members 
Mstep: Class 14 contains 22441 members 
Mstep: Class 15 contains 4108 members 
Mstep: Class 16 contains 151109 members 
Mstep: Class 18 contains 6157 members 
Mstep: Class 20 contains 11001 members 
Mstep: Class 21 contains 23210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52377028.000000 Penalty: 38754.078125
Iteration 39Q: 19 clusters Score -5.237703e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102432 members 
Mstep: Class 2 contains 5229 members 
Mstep: Class 3 contains 5191 members 
Mstep: Class 4 contains 115543 members 
Mstep: Class 5 contains 50526 members 
Mstep: Class 7 contains 8183 members 
Mstep: Class 8 contains 40205 members 
Mstep: Class 9 contains 6528 members 
Mstep: Class 10 contains 5707 members 
Mstep: Class 11 contains 1858 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 7048 members 
Mstep: Class 14 contains 22441 members 
Mstep: Class 15 contains 4116 members 
Mstep: Class 16 contains 151089 members 
Mstep: Class 18 contains 6163 members 
Mstep: Class 20 contains 10990 members 
Mstep: Class 21 contains 23242 members 
Entering Unmasked Estep 
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Iteration 40F: 19 clusters Score -5.237835e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102442 members 
Mstep: Class 2 contains 5240 members 
Mstep: Class 3 contains 5182 members 
Mstep: Class 4 contains 115424 members 
Mstep: Class 5 contains 49655 members 
Mstep: Class 7 contains 8373 members 
Mstep: Class 8 contains 40192 members 
Mstep: Class 9 contains 6521 members 
Mstep: Class 10 contains 5698 members 
Mstep: Class 11 contains 1852 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 7048 members 
Mstep: Class 14 contains 22437 members 
Mstep: Class 15 contains 4131 members 
Mstep: Class 16 contains 151080 members 
Mstep: Class 18 contains 6162 members 
Mstep: Class 20 contains 10977 members 
Mstep: Class 21 contains 24062 members 
Entering Unmasked Estep 
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Iteration 41Q: 19 clusters Score -5.23793e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102456 members 
Mstep: Class 2 contains 5250 members 
Mstep: Class 3 contains 5170 members 
Mstep: Class 4 contains 115339 members 
Mstep: Class 5 contains 49134 members 
Mstep: Class 7 contains 8546 members 
Mstep: Class 8 contains 40099 members 
Mstep: Class 9 contains 6527 members 
Mstep: Class 10 contains 5688 members 
Mstep: Class 11 contains 1845 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 7062 members 
Mstep: Class 14 contains 22429 members 
Mstep: Class 15 contains 4141 members 
Mstep: Class 16 contains 151060 members 
Mstep: Class 18 contains 6161 members 
Mstep: Class 20 contains 10962 members 
Mstep: Class 21 contains 24589 members 
Entering Unmasked Estep 
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Iteration 42Q: 19 clusters Score -5.23795e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102471 members 
Mstep: Class 2 contains 5259 members 
Mstep: Class 3 contains 5149 members 
Mstep: Class 4 contains 115296 members 
Mstep: Class 5 contains 48846 members 
Mstep: Class 7 contains 8696 members 
Mstep: Class 8 contains 39989 members 
Mstep: Class 9 contains 6524 members 
Mstep: Class 10 contains 5683 members 
Mstep: Class 11 contains 1833 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 7080 members 
Mstep: Class 14 contains 22420 members 
Mstep: Class 15 contains 4154 members 
Mstep: Class 16 contains 151049 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 20 contains 10945 members 
Mstep: Class 21 contains 24897 members 
Entering Unmasked Estep 
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Iteration 43Q: 19 clusters Score -5.237957e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102475 members 
Mstep: Class 2 contains 5269 members 
Mstep: Class 3 contains 5139 members 
Mstep: Class 4 contains 115264 members 
Mstep: Class 5 contains 48642 members 
Mstep: Class 7 contains 8824 members 
Mstep: Class 8 contains 39889 members 
Mstep: Class 9 contains 6521 members 
Mstep: Class 10 contains 5680 members 
Mstep: Class 11 contains 1827 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 7094 members 
Mstep: Class 14 contains 22417 members 
Mstep: Class 15 contains 4165 members 
Mstep: Class 16 contains 151040 members 
Mstep: Class 18 contains 6167 members 
Mstep: Class 20 contains 10927 members 
Mstep: Class 21 contains 25115 members 
Entering Unmasked Estep 
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Iteration 44Q: 19 clusters Score -5.237972e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 5133 members 
Mstep: Class 4 contains 115246 members 
Mstep: Class 5 contains 48471 members 
Mstep: Class 7 contains 8946 members 
Mstep: Class 8 contains 39803 members 
Mstep: Class 9 contains 6524 members 
Mstep: Class 10 contains 5678 members 
Mstep: Class 11 contains 1824 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 7109 members 
Mstep: Class 14 contains 22407 members 
Mstep: Class 15 contains 4171 members 
Mstep: Class 16 contains 151036 members 
Mstep: Class 18 contains 6170 members 
Mstep: Class 20 contains 10915 members 
Mstep: Class 21 contains 25272 members 
Entering Unmasked Estep 
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Iteration 45Q: 19 clusters Score -5.237971e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 5272 members 
Mstep: Class 3 contains 5127 members 
Mstep: Class 4 contains 115217 members 
Mstep: Class 5 contains 48347 members 
Mstep: Class 7 contains 9081 members 
Mstep: Class 8 contains 39710 members 
Mstep: Class 9 contains 6525 members 
Mstep: Class 10 contains 5674 members 
Mstep: Class 11 contains 1823 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 7118 members 
Mstep: Class 14 contains 22400 members 
Mstep: Class 15 contains 4180 members 
Mstep: Class 16 contains 151031 members 
Mstep: Class 18 contains 6173 members 
Mstep: Class 20 contains 10902 members 
Mstep: Class 21 contains 25395 members 
Entering Unmasked Estep 
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Iteration 46Q: 19 clusters Score -5.237997e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 5275 members 
Mstep: Class 3 contains 5119 members 
Mstep: Class 4 contains 115180 members 
Mstep: Class 5 contains 48274 members 
Mstep: Class 7 contains 9192 members 
Mstep: Class 8 contains 39621 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 5661 members 
Mstep: Class 11 contains 1820 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 22394 members 
Mstep: Class 15 contains 4188 members 
Mstep: Class 16 contains 151032 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 20 contains 10895 members 
Mstep: Class 21 contains 25483 members 
Entering Unmasked Estep 
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Iteration 47Q: 19 clusters Score -5.237984e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102509 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 5110 members 
Mstep: Class 4 contains 115146 members 
Mstep: Class 5 contains 48222 members 
Mstep: Class 7 contains 9292 members 
Mstep: Class 8 contains 39554 members 
Mstep: Class 9 contains 6526 members 
Mstep: Class 10 contains 5649 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 7122 members 
Mstep: Class 14 contains 22391 members 
Mstep: Class 15 contains 4198 members 
Mstep: Class 16 contains 151032 members 
Mstep: Class 18 contains 6176 members 
Mstep: Class 20 contains 10897 members 
Mstep: Class 21 contains 25537 members 
Entering Unmasked Estep 
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Iteration 48Q: 19 clusters Score -5.237981e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 5107 members 
Mstep: Class 4 contains 115119 members 
Mstep: Class 5 contains 48200 members 
Mstep: Class 7 contains 9385 members 
Mstep: Class 8 contains 39486 members 
Mstep: Class 9 contains 6525 members 
Mstep: Class 10 contains 5644 members 
Mstep: Class 11 contains 1814 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 22383 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 151035 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 20 contains 10893 members 
Mstep: Class 21 contains 25565 members 
Entering Unmasked Estep 
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Iteration 49Q: 19 clusters Score -5.237979e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 5283 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 115100 members 
Mstep: Class 5 contains 48161 members 
Mstep: Class 7 contains 9464 members 
Mstep: Class 8 contains 39420 members 
Mstep: Class 9 contains 6529 members 
Mstep: Class 10 contains 5635 members 
Mstep: Class 11 contains 1810 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 22376 members 
Mstep: Class 15 contains 4223 members 
Mstep: Class 16 contains 151040 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 20 contains 10891 members 
Mstep: Class 21 contains 25604 members 
Entering Unmasked Estep 
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Iteration 50Q: 19 clusters Score -5.237979e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 5103 members 
Mstep: Class 4 contains 115080 members 
Mstep: Class 5 contains 48132 members 
Mstep: Class 7 contains 9536 members 
Mstep: Class 8 contains 39360 members 
Mstep: Class 9 contains 6527 members 
Mstep: Class 10 contains 5626 members 
Mstep: Class 11 contains 1804 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 22373 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 151043 members 
Mstep: Class 18 contains 6176 members 
Mstep: Class 20 contains 10888 members 
Mstep: Class 21 contains 25638 members 
Entering Unmasked Estep 
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Iteration 51Q: 19 clusters Score -5.237978e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102528 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 5098 members 
Mstep: Class 4 contains 115063 members 
Mstep: Class 5 contains 48108 members 
Mstep: Class 7 contains 9584 members 
Mstep: Class 8 contains 39316 members 
Mstep: Class 9 contains 6526 members 
Mstep: Class 10 contains 5616 members 
Mstep: Class 11 contains 1801 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 7129 members 
Mstep: Class 14 contains 22373 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 151047 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 20 contains 10882 members 
Mstep: Class 21 contains 25666 members 
Entering Unmasked Estep 
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Iteration 52Q: 19 clusters Score -5.237977e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 5094 members 
Mstep: Class 4 contains 115050 members 
Mstep: Class 5 contains 48078 members 
Mstep: Class 7 contains 9647 members 
Mstep: Class 8 contains 39273 members 
Mstep: Class 9 contains 6527 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 14 contains 22371 members 
Mstep: Class 15 contains 4265 members 
Mstep: Class 16 contains 151047 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 20 contains 10879 members 
Mstep: Class 21 contains 25689 members 
Entering Unmasked Estep 
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Iteration 53Q: 19 clusters Score -5.237982e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102540 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 5090 members 
Mstep: Class 4 contains 115046 members 
Mstep: Class 5 contains 48050 members 
Mstep: Class 7 contains 9705 members 
Mstep: Class 8 contains 39236 members 
Mstep: Class 9 contains 6528 members 
Mstep: Class 10 contains 5615 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 7126 members 
Mstep: Class 14 contains 22372 members 
Mstep: Class 15 contains 4272 members 
Mstep: Class 16 contains 151047 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 20 contains 10877 members 
Mstep: Class 21 contains 25707 members 
Entering Unmasked Estep 
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Iteration 54Q: 19 clusters Score -5.237981e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102548 members 
Mstep: Class 2 contains 5283 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 115039 members 
Mstep: Class 5 contains 48040 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 39200 members 
Mstep: Class 9 contains 6525 members 
Mstep: Class 10 contains 5610 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 14 contains 22368 members 
Mstep: Class 15 contains 4284 members 
Mstep: Class 16 contains 151047 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 25720 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 19 clusters Score -5.237978e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102558 members 
Mstep: Class 2 contains 5285 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 115026 members 
Mstep: Class 5 contains 48029 members 
Mstep: Class 7 contains 9782 members 
Mstep: Class 8 contains 39175 members 
Mstep: Class 9 contains 6522 members 
Mstep: Class 10 contains 5612 members 
Mstep: Class 11 contains 1762 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 7129 members 
Mstep: Class 14 contains 22362 members 
Mstep: Class 15 contains 4288 members 
Mstep: Class 16 contains 151044 members 
Mstep: Class 18 contains 6180 members 
Mstep: Class 20 contains 10875 members 
Mstep: Class 21 contains 25730 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 19 clusters Score -5.237979e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102563 members 
Mstep: Class 2 contains 5286 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 115009 members 
Mstep: Class 5 contains 48025 members 
Mstep: Class 7 contains 9817 members 
Mstep: Class 8 contains 39151 members 
Mstep: Class 9 contains 6513 members 
Mstep: Class 10 contains 5608 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 7126 members 
Mstep: Class 14 contains 22360 members 
Mstep: Class 15 contains 4306 members 
Mstep: Class 16 contains 151043 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 20 contains 10878 members 
Mstep: Class 21 contains 25742 members 
Entering Unmasked Estep 
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Iteration 57Q: 19 clusters Score -5.237986e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102569 members 
Mstep: Class 2 contains 5286 members 
Mstep: Class 3 contains 5088 members 
Mstep: Class 4 contains 114992 members 
Mstep: Class 5 contains 48023 members 
Mstep: Class 7 contains 9845 members 
Mstep: Class 8 contains 39125 members 
Mstep: Class 9 contains 6498 members 
Mstep: Class 10 contains 5600 members 
Mstep: Class 11 contains 1735 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 22357 members 
Mstep: Class 15 contains 4346 members 
Mstep: Class 16 contains 151044 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 20 contains 10880 members 
Mstep: Class 21 contains 25752 members 
Entering Unmasked Estep 
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Iteration 58Q: 19 clusters Score -5.237983e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102588 members 
Mstep: Class 2 contains 5285 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 114977 members 
Mstep: Class 5 contains 48012 members 
Mstep: Class 7 contains 9874 members 
Mstep: Class 8 contains 39100 members 
Mstep: Class 9 contains 6490 members 
Mstep: Class 10 contains 5591 members 
Mstep: Class 11 contains 1714 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 7117 members 
Mstep: Class 14 contains 22356 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 151047 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 20 contains 10883 members 
Mstep: Class 21 contains 25755 members 
Entering Unmasked Estep 
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Iteration 59Q: 19 clusters Score -5.237992e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102606 members 
Mstep: Class 2 contains 5285 members 
Mstep: Class 3 contains 5085 members 
Mstep: Class 4 contains 114971 members 
Mstep: Class 5 contains 48005 members 
Mstep: Class 7 contains 9899 members 
Mstep: Class 8 contains 39084 members 
Mstep: Class 9 contains 6480 members 
Mstep: Class 10 contains 5576 members 
Mstep: Class 11 contains 1695 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 22357 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 151048 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 20 contains 10877 members 
Mstep: Class 21 contains 25758 members 
Entering Unmasked Estep 
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Iteration 60F: 19 clusters Score -5.237994e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102628 members 
Mstep: Class 2 contains 5283 members 
Mstep: Class 3 contains 5083 members 
Mstep: Class 4 contains 114961 members 
Mstep: Class 5 contains 48005 members 
Mstep: Class 7 contains 9919 members 
Mstep: Class 8 contains 39065 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 10 contains 5564 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 7115 members 
Mstep: Class 14 contains 22358 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 151050 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 20 contains 10881 members 
Mstep: Class 21 contains 25758 members 
Entering Unmasked Estep 
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Iteration 61Q: 19 clusters Score -5.237999e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 5078 members 
Mstep: Class 4 contains 114950 members 
Mstep: Class 5 contains 48001 members 
Mstep: Class 7 contains 9944 members 
Mstep: Class 8 contains 39047 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 22356 members 
Mstep: Class 15 contains 4493 members 
Mstep: Class 16 contains 151051 members 
Mstep: Class 18 contains 6176 members 
Mstep: Class 20 contains 10881 members 
Mstep: Class 21 contains 25763 members 
Entering Unmasked Estep 
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Iteration 62Q: 19 clusters Score -5.23799e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102686 members 
Mstep: Class 2 contains 5281 members 
Mstep: Class 3 contains 5078 members 
Mstep: Class 4 contains 114943 members 
Mstep: Class 5 contains 48002 members 
Mstep: Class 7 contains 9969 members 
Mstep: Class 8 contains 39026 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 11 contains 1630 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 22355 members 
Mstep: Class 15 contains 4520 members 
Mstep: Class 16 contains 151046 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 20 contains 10873 members 
Mstep: Class 21 contains 25764 members 
Entering Unmasked Estep 
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Iteration 63Q: 19 clusters Score -5.237998e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102710 members 
Mstep: Class 2 contains 5287 members 
Mstep: Class 3 contains 5075 members 
Mstep: Class 4 contains 114923 members 
Mstep: Class 5 contains 48005 members 
Mstep: Class 7 contains 9988 members 
Mstep: Class 8 contains 39007 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 22355 members 
Mstep: Class 15 contains 4543 members 
Mstep: Class 16 contains 151056 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 20 contains 10874 members 
Mstep: Class 21 contains 25767 members 
Entering Unmasked Estep 
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Iteration 64Q: 19 clusters Score -5.238e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 5293 members 
Mstep: Class 3 contains 5073 members 
Mstep: Class 4 contains 114911 members 
Mstep: Class 5 contains 48004 members 
Mstep: Class 7 contains 10007 members 
Mstep: Class 8 contains 38991 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 5501 members 
Mstep: Class 11 contains 1620 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 22350 members 
Mstep: Class 15 contains 4563 members 
Mstep: Class 16 contains 151058 members 
Mstep: Class 18 contains 6175 members 
Mstep: Class 20 contains 10871 members 
Mstep: Class 21 contains 25767 members 
Entering Unmasked Estep 
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Iteration 65Q: 19 clusters Score -5.238001e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102764 members 
Mstep: Class 2 contains 5297 members 
Mstep: Class 3 contains 5072 members 
Mstep: Class 4 contains 114905 members 
Mstep: Class 5 contains 48011 members 
Mstep: Class 7 contains 10020 members 
Mstep: Class 8 contains 38973 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 5479 members 
Mstep: Class 11 contains 1619 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 22349 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 16 contains 151064 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 20 contains 10866 members 
Mstep: Class 21 contains 25770 members 
Entering Unmasked Estep 
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Iteration 66Q: 19 clusters Score -5.238004e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102780 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 5069 members 
Mstep: Class 4 contains 114904 members 
Mstep: Class 5 contains 48013 members 
Mstep: Class 7 contains 10034 members 
Mstep: Class 8 contains 38963 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 5458 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 22347 members 
Mstep: Class 15 contains 4573 members 
Mstep: Class 16 contains 151069 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 20 contains 10861 members 
Mstep: Class 21 contains 25773 members 
Entering Unmasked Estep 
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Iteration 67Q: 19 clusters Score -5.238009e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102794 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 5065 members 
Mstep: Class 4 contains 114900 members 
Mstep: Class 5 contains 48011 members 
Mstep: Class 7 contains 10046 members 
Mstep: Class 8 contains 38958 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 5439 members 
Mstep: Class 11 contains 1613 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 22344 members 
Mstep: Class 15 contains 4581 members 
Mstep: Class 16 contains 151074 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 20 contains 10861 members 
Mstep: Class 21 contains 25771 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -5.238014e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 5305 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 114895 members 
Mstep: Class 5 contains 48023 members 
Mstep: Class 7 contains 10053 members 
Mstep: Class 8 contains 38946 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 5420 members 
Mstep: Class 11 contains 1612 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 22341 members 
Mstep: Class 15 contains 4581 members 
Mstep: Class 16 contains 151080 members 
Mstep: Class 18 contains 6173 members 
Mstep: Class 20 contains 10860 members 
Mstep: Class 21 contains 25770 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -5.238012e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 5068 members 
Mstep: Class 4 contains 114894 members 
Mstep: Class 5 contains 48032 members 
Mstep: Class 7 contains 10055 members 
Mstep: Class 8 contains 38938 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 5406 members 
Mstep: Class 11 contains 1610 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 22336 members 
Mstep: Class 15 contains 4588 members 
Mstep: Class 16 contains 151081 members 
Mstep: Class 18 contains 6176 members 
Mstep: Class 20 contains 10858 members 
Mstep: Class 21 contains 25770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380128.000000 Penalty: 38754.078125
Iteration 70Q: 19 clusters Score -5.238013e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102821 members 
Mstep: Class 2 contains 5310 members 
Mstep: Class 3 contains 5062 members 
Mstep: Class 4 contains 114888 members 
Mstep: Class 5 contains 48044 members 
Mstep: Class 7 contains 10057 members 
Mstep: Class 8 contains 38928 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 5393 members 
Mstep: Class 11 contains 1608 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 22335 members 
Mstep: Class 15 contains 4596 members 
Mstep: Class 16 contains 151087 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 20 contains 10860 members 
Mstep: Class 21 contains 25767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380140.000000 Penalty: 38754.078125
Iteration 71Q: 19 clusters Score -5.238014e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 5055 members 
Mstep: Class 4 contains 114883 members 
Mstep: Class 5 contains 48055 members 
Mstep: Class 7 contains 10061 members 
Mstep: Class 8 contains 38919 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 5381 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 22334 members 
Mstep: Class 15 contains 4597 members 
Mstep: Class 16 contains 151089 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 20 contains 10858 members 
Mstep: Class 21 contains 25766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380148.000000 Penalty: 38754.078125
Iteration 72Q: 19 clusters Score -5.238015e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102843 members 
Mstep: Class 2 contains 5314 members 
Mstep: Class 3 contains 5050 members 
Mstep: Class 4 contains 114879 members 
Mstep: Class 5 contains 48064 members 
Mstep: Class 7 contains 10066 members 
Mstep: Class 8 contains 38912 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 5367 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 7115 members 
Mstep: Class 14 contains 22334 members 
Mstep: Class 15 contains 4604 members 
Mstep: Class 16 contains 151091 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 20 contains 10856 members 
Mstep: Class 21 contains 25766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380204.000000 Penalty: 38754.078125
Iteration 73Q: 19 clusters Score -5.23802e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102846 members 
Mstep: Class 2 contains 5318 members 
Mstep: Class 3 contains 5047 members 
Mstep: Class 4 contains 114879 members 
Mstep: Class 5 contains 48074 members 
Mstep: Class 7 contains 10068 members 
Mstep: Class 8 contains 38902 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 5359 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 22334 members 
Mstep: Class 15 contains 4610 members 
Mstep: Class 16 contains 151090 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 20 contains 10853 members 
Mstep: Class 21 contains 25768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380164.000000 Penalty: 38754.078125
Iteration 74Q: 19 clusters Score -5.238016e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102848 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 5046 members 
Mstep: Class 4 contains 114882 members 
Mstep: Class 5 contains 48080 members 
Mstep: Class 7 contains 10070 members 
Mstep: Class 8 contains 38894 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 5353 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 4613 members 
Mstep: Class 16 contains 151090 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 20 contains 10852 members 
Mstep: Class 21 contains 25768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380140.000000 Penalty: 38754.078125
Iteration 75Q: 19 clusters Score -5.238014e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102853 members 
Mstep: Class 2 contains 5317 members 
Mstep: Class 3 contains 5043 members 
Mstep: Class 4 contains 114884 members 
Mstep: Class 5 contains 48091 members 
Mstep: Class 7 contains 10071 members 
Mstep: Class 8 contains 38879 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 5349 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 1192 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 22332 members 
Mstep: Class 15 contains 4615 members 
Mstep: Class 16 contains 151092 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 20 contains 10851 members 
Mstep: Class 21 contains 25767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380140.000000 Penalty: 38754.078125
Iteration 76Q: 19 clusters Score -5.238014e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102858 members 
Mstep: Class 2 contains 5316 members 
Mstep: Class 3 contains 5040 members 
Mstep: Class 4 contains 114886 members 
Mstep: Class 5 contains 48096 members 
Mstep: Class 7 contains 10072 members 
Mstep: Class 8 contains 38868 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 5345 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 22330 members 
Mstep: Class 15 contains 4619 members 
Mstep: Class 16 contains 151095 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 20 contains 10849 members 
Mstep: Class 21 contains 25767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380088.000000 Penalty: 38754.078125
Iteration 77Q: 19 clusters Score -5.238009e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 5314 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114887 members 
Mstep: Class 5 contains 48100 members 
Mstep: Class 7 contains 10072 members 
Mstep: Class 8 contains 38862 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 5340 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 22328 members 
Mstep: Class 15 contains 4624 members 
Mstep: Class 16 contains 151098 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 25769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380096.000000 Penalty: 38754.078125
Iteration 78Q: 19 clusters Score -5.23801e+07 nChanged 43
Entering ConstructFrom: 
Score: -52380096.000000 Penalty: 38754.078125
Entering ConstructFrom: 
Trying to split cluster 1 (102866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102866 members 
Entering Unmasked Estep 
Score: -9670304.000000 Penalty: 1875.442139
	Iteration 0F: 2 clusters Score -9670304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -9601225.000000 Penalty: 3750.884277
	Iteration 0F: 3 clusters Score -9601225 nChanged 49248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -9630603.000000 Penalty: 3750.884277
	Iteration 1F: 3 clusters Score -9630603 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -9631989.000000 Penalty: 3750.884277
	Iteration 2Q: 3 clusters Score -9631989 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56802 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -9634032.000000 Penalty: 3750.884277
	Iteration 3Q: 3 clusters Score -9634032 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -9636709.000000 Penalty: 3750.884277
	Iteration 4F: 3 clusters Score -9636709 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -9640010.000000 Penalty: 3750.884277
	Iteration 5F: 3 clusters Score -9640010 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65481 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -9643626.000000 Penalty: 3750.884277
	Iteration 6F: 3 clusters Score -9643626 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70328 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -9647429.000000 Penalty: 3750.884277
	Iteration 7F: 3 clusters Score -9647429 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -9651048.000000 Penalty: 3750.884277
	Iteration 8F: 3 clusters Score -9651048 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81440 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -9654917.000000 Penalty: 3750.884277
	Iteration 9F: 3 clusters Score -9654917 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -9658825.000000 Penalty: 3750.884277
	Iteration 10F: 3 clusters Score -9658825 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92129 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -9662280.000000 Penalty: 3750.884277
	Iteration 11Q: 3 clusters Score -9662280 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95964 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -9664765.000000 Penalty: 3750.884277
	Iteration 12Q: 3 clusters Score -9664765 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98489 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -9666373.000000 Penalty: 3750.884277
	Iteration 13Q: 3 clusters Score -9666373 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100071 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -9667365.000000 Penalty: 3750.884277
	Iteration 14Q: 3 clusters Score -9667365 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101004 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9667915.000000 Penalty: 3750.884277
	Iteration 15Q: 3 clusters Score -9667915 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101510 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9668261.000000 Penalty: 3750.884277
	Iteration 16Q: 3 clusters Score -9668261 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101792 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9668439.000000 Penalty: 3750.884277
	Iteration 17Q: 3 clusters Score -9668439 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -9668522.000000 Penalty: 3750.884277
	Iteration 18Q: 3 clusters Score -9668522 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102075 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9668604.000000 Penalty: 3750.884277
	Iteration 19Q: 3 clusters Score -9668604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102127 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9668632.000000 Penalty: 3750.884277
	Iteration 20F: 3 clusters Score -9668632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102173 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -9668653.000000 Penalty: 3750.884277
	Iteration 21Q: 3 clusters Score -9668653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102199 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9668662.000000 Penalty: 3750.884277
	Iteration 22Q: 3 clusters Score -9668662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102221 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9668675.000000 Penalty: 3750.884277
	Iteration 23Q: 3 clusters Score -9668675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102236 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9668676.000000 Penalty: 3750.884277
	Iteration 24Q: 3 clusters Score -9668676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9668690.000000 Penalty: 3750.884277
	Iteration 25Q: 3 clusters Score -9668690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102265 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9668694.000000 Penalty: 3750.884277
	Iteration 26Q: 3 clusters Score -9668694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102273 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9668701.000000 Penalty: 3750.884277
	Iteration 27Q: 3 clusters Score -9668701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9668696.000000 Penalty: 3750.884277
	Iteration 28Q: 3 clusters Score -9668696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102278 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9668695.000000 Penalty: 3750.884277
	Iteration 29Q: 3 clusters Score -9668695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102277 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9668696.000000 Penalty: 3750.884277
	Iteration 30Q: 3 clusters Score -9668696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102280 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9668701.000000 Penalty: 3750.884277
	Iteration 31Q: 3 clusters Score -9668701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102284 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9668698.000000 Penalty: 3750.884277
	Iteration 32Q: 3 clusters Score -9668698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102287 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9668704.000000 Penalty: 3750.884277
	Iteration 33Q: 3 clusters Score -9668704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102289 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9668699.000000 Penalty: 3750.884277
	Iteration 34Q: 3 clusters Score -9668699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9668705.000000 Penalty: 3750.884277
	Iteration 35Q: 3 clusters Score -9668705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9668695.000000 Penalty: 3750.884277
	Iteration 36Q: 3 clusters Score -9668695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102290 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9668695.000000 Penalty: 3750.884277
	Iteration 37F: 3 clusters Score -9668695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Entering Unmasked Estep 
Score: -475709.593750 Penalty: 1393.849487
	Iteration 0F: 2 clusters Score -475709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -471531.468750 Penalty: 2787.698975
	Iteration 0F: 3 clusters Score -471531.5 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -472768.593750 Penalty: 2787.698975
	Iteration 1F: 3 clusters Score -472768.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -473036.437500 Penalty: 2787.698975
	Iteration 2F: 3 clusters Score -473036.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -473334.281250 Penalty: 2787.698975
	Iteration 3F: 3 clusters Score -473334.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -473626.281250 Penalty: 2787.698975
	Iteration 4F: 3 clusters Score -473626.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -473909.656250 Penalty: 2787.698975
	Iteration 5F: 3 clusters Score -473909.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -474181.031250 Penalty: 2787.698975
	Iteration 6F: 3 clusters Score -474181 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -474371.250000 Penalty: 2787.698975
	Iteration 7F: 3 clusters Score -474371.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -474511.562500 Penalty: 2787.698975
	Iteration 8Q: 3 clusters Score -474511.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -474620.468750 Penalty: 2787.698975
	Iteration 9Q: 3 clusters Score -474620.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -474699.093750 Penalty: 2787.698975
	Iteration 10Q: 3 clusters Score -474699.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -474757.593750 Penalty: 2787.698975
	Iteration 11Q: 3 clusters Score -474757.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -474801.031250 Penalty: 2787.698975
	Iteration 12Q: 3 clusters Score -474801 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -474840.218750 Penalty: 2787.698975
	Iteration 13Q: 3 clusters Score -474840.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -474875.437500 Penalty: 2787.698975
	Iteration 14Q: 3 clusters Score -474875.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -474899.375000 Penalty: 2787.698975
	Iteration 15Q: 3 clusters Score -474899.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -474922.187500 Penalty: 2787.698975
	Iteration 16Q: 3 clusters Score -474922.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -474940.000000 Penalty: 2787.698975
	Iteration 17Q: 3 clusters Score -474940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -474955.375000 Penalty: 2787.698975
	Iteration 18Q: 3 clusters Score -474955.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -474971.781250 Penalty: 2787.698975
	Iteration 19Q: 3 clusters Score -474971.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -474987.468750 Penalty: 2787.698975
	Iteration 20F: 3 clusters Score -474987.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -475003.031250 Penalty: 2787.698975
	Iteration 21Q: 3 clusters Score -475003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -475011.031250 Penalty: 2787.698975
	Iteration 22Q: 3 clusters Score -475011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -475019.937500 Penalty: 2787.698975
	Iteration 23Q: 3 clusters Score -475019.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -475028.875000 Penalty: 2787.698975
	Iteration 24Q: 3 clusters Score -475028.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -475034.375000 Penalty: 2787.698975
	Iteration 25Q: 3 clusters Score -475034.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -475044.437500 Penalty: 2787.698975
	Iteration 26Q: 3 clusters Score -475044.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -475052.218750 Penalty: 2787.698975
	Iteration 27Q: 3 clusters Score -475052.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -475059.250000 Penalty: 2787.698975
	Iteration 28Q: 3 clusters Score -475059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -475062.562500 Penalty: 2787.698975
	Iteration 29Q: 3 clusters Score -475062.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -475065.062500 Penalty: 2787.698975
	Iteration 30Q: 3 clusters Score -475065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -475066.468750 Penalty: 2787.698975
	Iteration 31Q: 3 clusters Score -475066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -475067.718750 Penalty: 2787.698975
	Iteration 32Q: 3 clusters Score -475067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -475071.062500 Penalty: 2787.698975
	Iteration 33Q: 3 clusters Score -475071.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -475072.968750 Penalty: 2787.698975
	Iteration 34Q: 3 clusters Score -475073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -475076.843750 Penalty: 2787.698975
	Iteration 35Q: 3 clusters Score -475076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -475081.031250 Penalty: 2787.698975
	Iteration 36Q: 3 clusters Score -475081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -475085.312500 Penalty: 2787.698975
	Iteration 37Q: 3 clusters Score -475085.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -475088.062500 Penalty: 2787.698975
	Iteration 38Q: 3 clusters Score -475088.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -475088.500000 Penalty: 2787.698975
	Iteration 39Q: 3 clusters Score -475088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -475090.218750 Penalty: 2787.698975
	Iteration 40F: 3 clusters Score -475090.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -475091.406250 Penalty: 2787.698975
	Iteration 41Q: 3 clusters Score -475091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -475092.468750 Penalty: 2787.698975
	Iteration 42Q: 3 clusters Score -475092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -475092.843750 Penalty: 2787.698975
	Iteration 43Q: 3 clusters Score -475092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -475092.843750 Penalty: 2787.698975
	Iteration 44F: 3 clusters Score -475092.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -476780.031250 Penalty: 1385.241943
	Iteration 0F: 2 clusters Score -476780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -472837.718750 Penalty: 2770.483887
	Iteration 0F: 3 clusters Score -472837.7 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -473914.343750 Penalty: 2770.483887
	Iteration 1F: 3 clusters Score -473914.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -474170.781250 Penalty: 2770.483887
	Iteration 2F: 3 clusters Score -474170.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -474393.343750 Penalty: 2770.483887
	Iteration 3F: 3 clusters Score -474393.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -474631.125000 Penalty: 2770.483887
	Iteration 4F: 3 clusters Score -474631.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -474877.500000 Penalty: 2770.483887
	Iteration 5F: 3 clusters Score -474877.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -475110.156250 Penalty: 2770.483887
	Iteration 6F: 3 clusters Score -475110.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -475296.593750 Penalty: 2770.483887
	Iteration 7Q: 3 clusters Score -475296.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -475424.281250 Penalty: 2770.483887
	Iteration 8Q: 3 clusters Score -475424.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -475517.968750 Penalty: 2770.483887
	Iteration 9Q: 3 clusters Score -475518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -475562.718750 Penalty: 2770.483887
	Iteration 10Q: 3 clusters Score -475562.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -475600.781250 Penalty: 2770.483887
	Iteration 11Q: 3 clusters Score -475600.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -475625.187500 Penalty: 2770.483887
	Iteration 12Q: 3 clusters Score -475625.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -475639.406250 Penalty: 2770.483887
	Iteration 13Q: 3 clusters Score -475639.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -475647.718750 Penalty: 2770.483887
	Iteration 14Q: 3 clusters Score -475647.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -475660.500000 Penalty: 2770.483887
	Iteration 15Q: 3 clusters Score -475660.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -475675.000000 Penalty: 2770.483887
	Iteration 16Q: 3 clusters Score -475675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -475685.125000 Penalty: 2770.483887
	Iteration 17Q: 3 clusters Score -475685.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -475692.031250 Penalty: 2770.483887
	Iteration 18Q: 3 clusters Score -475692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -475698.218750 Penalty: 2770.483887
	Iteration 19Q: 3 clusters Score -475698.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -475701.687500 Penalty: 2770.483887
	Iteration 20F: 3 clusters Score -475701.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -475706.906250 Penalty: 2770.483887
	Iteration 21Q: 3 clusters Score -475706.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -475709.156250 Penalty: 2770.483887
	Iteration 22Q: 3 clusters Score -475709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -475712.656250 Penalty: 2770.483887
	Iteration 23Q: 3 clusters Score -475712.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -475713.437500 Penalty: 2770.483887
	Iteration 24Q: 3 clusters Score -475713.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -475713.687500 Penalty: 2770.483887
	Iteration 25Q: 3 clusters Score -475713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -475714.687500 Penalty: 2770.483887
	Iteration 26Q: 3 clusters Score -475714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -475715.937500 Penalty: 2770.483887
	Iteration 27Q: 3 clusters Score -475715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -475716.500000 Penalty: 2770.483887
	Iteration 28Q: 3 clusters Score -475716.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -475716.500000 Penalty: 2770.483887
	Iteration 29F: 3 clusters Score -475716.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Entering Unmasked Estep 
Score: -10791856.000000 Penalty: 1893.406250
	Iteration 0F: 2 clusters Score -1.079186e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 57246 members 
Entering Unmasked Estep 
Score: -10715023.000000 Penalty: 3786.812500
	Iteration 0F: 3 clusters Score -1.071502e+07 nChanged 54966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59832 members 
Mstep: Class 2 contains 55058 members 
Entering Unmasked Estep 
Score: -10746585.000000 Penalty: 3786.812500
	Iteration 1F: 3 clusters Score -1.074658e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61209 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -10747540.000000 Penalty: 3786.812500
	Iteration 2Q: 3 clusters Score -1.074754e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63384 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -10748811.000000 Penalty: 3786.812500
	Iteration 3Q: 3 clusters Score -1.074881e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -10750712.000000 Penalty: 3786.812500
	Iteration 4Q: 3 clusters Score -1.075071e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -10754102.000000 Penalty: 3786.812500
	Iteration 5Q: 3 clusters Score -1.07541e+07 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -10759082.000000 Penalty: 3786.812500
	Iteration 6F: 3 clusters Score -1.075908e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -10765206.000000 Penalty: 3786.812500
	Iteration 7F: 3 clusters Score -1.076521e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -10771603.000000 Penalty: 3786.812500
	Iteration 8F: 3 clusters Score -1.07716e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97857 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -10776971.000000 Penalty: 3786.812500
	Iteration 9F: 3 clusters Score -1.077697e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102937 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -10781085.000000 Penalty: 3786.812500
	Iteration 10Q: 3 clusters Score -1.078108e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106949 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -10784248.000000 Penalty: 3786.812500
	Iteration 11Q: 3 clusters Score -1.078425e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109931 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -10786559.000000 Penalty: 3786.812500
	Iteration 12Q: 3 clusters Score -1.078656e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111996 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -10788133.000000 Penalty: 3786.812500
	Iteration 13Q: 3 clusters Score -1.078813e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113241 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -10789171.000000 Penalty: 3786.812500
	Iteration 14Q: 3 clusters Score -1.078917e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10789644.000000 Penalty: 3786.812500
	Iteration 15Q: 3 clusters Score -1.078964e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114245 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -10789874.000000 Penalty: 3786.812500
	Iteration 16Q: 3 clusters Score -1.078987e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114397 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10789993.000000 Penalty: 3786.812500
	Iteration 17Q: 3 clusters Score -1.078999e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114488 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -10790062.000000 Penalty: 3786.812500
	Iteration 18Q: 3 clusters Score -1.079006e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114537 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10790111.000000 Penalty: 3786.812500
	Iteration 19Q: 3 clusters Score -1.079011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114575 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10790139.000000 Penalty: 3786.812500
	Iteration 20F: 3 clusters Score -1.079014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114597 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10790175.000000 Penalty: 3786.812500
	Iteration 21Q: 3 clusters Score -1.079018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114610 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -10790172.000000 Penalty: 3786.812500
	Iteration 22Q: 3 clusters Score -1.079017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114627 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10790193.000000 Penalty: 3786.812500
	Iteration 23Q: 3 clusters Score -1.079019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114633 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -10790198.000000 Penalty: 3786.812500
	Iteration 24Q: 3 clusters Score -1.07902e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114642 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10790206.000000 Penalty: 3786.812500
	Iteration 25Q: 3 clusters Score -1.079021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114647 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -10790210.000000 Penalty: 3786.812500
	Iteration 26Q: 3 clusters Score -1.079021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114650 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10790217.000000 Penalty: 3786.812500
	Iteration 27Q: 3 clusters Score -1.079022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -10790219.000000 Penalty: 3786.812500
	Iteration 28Q: 3 clusters Score -1.079022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114653 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10790216.000000 Penalty: 3786.812500
	Iteration 29Q: 3 clusters Score -1.079022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114654 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10790220.000000 Penalty: 3786.812500
	Iteration 30Q: 3 clusters Score -1.079022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114655 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10790226.000000 Penalty: 3786.812500
	Iteration 31Q: 3 clusters Score -1.079023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -10790227.000000 Penalty: 3786.812500
	Iteration 32Q: 3 clusters Score -1.079023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114663 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -10790225.000000 Penalty: 3786.812500
	Iteration 33Q: 3 clusters Score -1.079022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114664 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10790220.000000 Penalty: 3786.812500
	Iteration 34Q: 3 clusters Score -1.079022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -10790232.000000 Penalty: 3786.812500
	Iteration 35Q: 3 clusters Score -1.079023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114668 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -10790237.000000 Penalty: 3786.812500
	Iteration 36Q: 3 clusters Score -1.079024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114669 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10790245.000000 Penalty: 3786.812500
	Iteration 37Q: 3 clusters Score -1.079024e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10790250.000000 Penalty: 3786.812500
	Iteration 38Q: 3 clusters Score -1.079025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -10790250.000000 Penalty: 3786.812500
	Iteration 39F: 3 clusters Score -1.079025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Entering Unmasked Estep 
Score: -4611303.000000 Penalty: 1751.928833
	Iteration 0F: 2 clusters Score -4611303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4579175.000000 Penalty: 3503.857666
	Iteration 0F: 3 clusters Score -4579175 nChanged 22550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4591738.000000 Penalty: 3503.857666
	Iteration 1F: 3 clusters Score -4591738 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -4592471.000000 Penalty: 3503.857666
	Iteration 2Q: 3 clusters Score -4592471 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -4593602.500000 Penalty: 3503.857666
	Iteration 3Q: 3 clusters Score -4593602 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4595418.000000 Penalty: 3503.857666
	Iteration 4F: 3 clusters Score -4595418 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4597917.000000 Penalty: 3503.857666
	Iteration 5F: 3 clusters Score -4597917 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4600782.500000 Penalty: 3503.857666
	Iteration 6F: 3 clusters Score -4600782 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4603571.000000 Penalty: 3503.857666
	Iteration 7F: 3 clusters Score -4603571 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -4606058.000000 Penalty: 3503.857666
	Iteration 8F: 3 clusters Score -4606058 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -4608192.000000 Penalty: 3503.857666
	Iteration 9Q: 3 clusters Score -4608192 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -4609701.500000 Penalty: 3503.857666
	Iteration 10Q: 3 clusters Score -4609702 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4610638.000000 Penalty: 3503.857666
	Iteration 11Q: 3 clusters Score -4610638 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -4611175.000000 Penalty: 3503.857666
	Iteration 12Q: 3 clusters Score -4611175 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4611546.000000 Penalty: 3503.857666
	Iteration 13Q: 3 clusters Score -4611546 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -4611755.000000 Penalty: 3503.857666
	Iteration 14Q: 3 clusters Score -4611755 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4611857.500000 Penalty: 3503.857666
	Iteration 15Q: 3 clusters Score -4611858 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -4611953.000000 Penalty: 3503.857666
	Iteration 16Q: 3 clusters Score -4611953 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4612022.000000 Penalty: 3503.857666
	Iteration 17Q: 3 clusters Score -4612022 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -4612067.500000 Penalty: 3503.857666
	Iteration 18Q: 3 clusters Score -4612068 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4612109.000000 Penalty: 3503.857666
	Iteration 19Q: 3 clusters Score -4612109 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4612139.500000 Penalty: 3503.857666
	Iteration 20F: 3 clusters Score -4612140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -4612140.000000 Penalty: 3503.857666
	Iteration 21Q: 3 clusters Score -4612140 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -4612163.000000 Penalty: 3503.857666
	Iteration 22Q: 3 clusters Score -4612163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -4612184.500000 Penalty: 3503.857666
	Iteration 23Q: 3 clusters Score -4612184 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -4612197.000000 Penalty: 3503.857666
	Iteration 24Q: 3 clusters Score -4612197 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4612200.500000 Penalty: 3503.857666
	Iteration 25Q: 3 clusters Score -4612200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4612192.000000 Penalty: 3503.857666
	Iteration 26Q: 3 clusters Score -4612192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -4612207.500000 Penalty: 3503.857666
	Iteration 27Q: 3 clusters Score -4612208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -4612200.000000 Penalty: 3503.857666
	Iteration 28Q: 3 clusters Score -4612200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4612198.500000 Penalty: 3503.857666
	Iteration 29Q: 3 clusters Score -4612198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -4612198.000000 Penalty: 3503.857666
	Iteration 30Q: 3 clusters Score -4612198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4612195.000000 Penalty: 3503.857666
	Iteration 31Q: 3 clusters Score -4612195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -4612190.500000 Penalty: 3503.857666
	Iteration 32Q: 3 clusters Score -4612190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -4612191.500000 Penalty: 3503.857666
	Iteration 33Q: 3 clusters Score -4612192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4612189.000000 Penalty: 3503.857666
	Iteration 34Q: 3 clusters Score -4612189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -4612191.000000 Penalty: 3503.857666
	Iteration 35Q: 3 clusters Score -4612191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -4612193.000000 Penalty: 3503.857666
	Iteration 36Q: 3 clusters Score -4612193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -4612192.000000 Penalty: 3503.857666
	Iteration 37Q: 3 clusters Score -4612192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4612195.500000 Penalty: 3503.857666
	Iteration 38Q: 3 clusters Score -4612196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -4612194.000000 Penalty: 3503.857666
	Iteration 39Q: 3 clusters Score -4612194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4612195.500000 Penalty: 3503.857666
	Iteration 40F: 3 clusters Score -4612196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -4612196.000000 Penalty: 3503.857666
	Iteration 41Q: 3 clusters Score -4612196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -4612196.000000 Penalty: 3503.857666
	Iteration 42F: 3 clusters Score -4612196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 5311 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114890 members 
Mstep: Class 5 contains 43457 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 10073 members 
Mstep: Class 8 contains 38853 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 22327 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 151101 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 25772 members 
Entering Unmasked Estep 
Score: -52380828.000000 Penalty: 40907.082031
Splitting cluster 5 changes total score from -52380096.000000 to -52380828.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 7 (10073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Entering Unmasked Estep 
Score: -971431.312500 Penalty: 1497.862305
	Iteration 0F: 2 clusters Score -971431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -964222.437500 Penalty: 2995.724609
	Iteration 0F: 3 clusters Score -964222.4 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -966496.000000 Penalty: 2995.724609
	Iteration 1F: 3 clusters Score -966496 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -966706.125000 Penalty: 2995.724609
	Iteration 2F: 3 clusters Score -966706.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -966877.312500 Penalty: 2995.724609
	Iteration 3Q: 3 clusters Score -966877.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -967032.937500 Penalty: 2995.724609
	Iteration 4Q: 3 clusters Score -967032.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -967189.750000 Penalty: 2995.724609
	Iteration 5Q: 3 clusters Score -967189.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -967336.687500 Penalty: 2995.724609
	Iteration 6Q: 3 clusters Score -967336.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -967475.062500 Penalty: 2995.724609
	Iteration 7Q: 3 clusters Score -967475.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -967604.687500 Penalty: 2995.724609
	Iteration 8Q: 3 clusters Score -967604.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -967750.437500 Penalty: 2995.724609
	Iteration 9Q: 3 clusters Score -967750.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -967925.812500 Penalty: 2995.724609
	Iteration 10Q: 3 clusters Score -967925.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -968135.062500 Penalty: 2995.724609
	Iteration 11Q: 3 clusters Score -968135.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -968396.562500 Penalty: 2995.724609
	Iteration 12Q: 3 clusters Score -968396.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -968687.625000 Penalty: 2995.724609
	Iteration 13Q: 3 clusters Score -968687.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -968973.437500 Penalty: 2995.724609
	Iteration 14Q: 3 clusters Score -968973.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -969234.312500 Penalty: 2995.724609
	Iteration 15Q: 3 clusters Score -969234.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -969422.062500 Penalty: 2995.724609
	Iteration 16Q: 3 clusters Score -969422.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -969579.437500 Penalty: 2995.724609
	Iteration 17Q: 3 clusters Score -969579.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -969687.250000 Penalty: 2995.724609
	Iteration 18Q: 3 clusters Score -969687.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -969753.125000 Penalty: 2995.724609
	Iteration 19Q: 3 clusters Score -969753.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -969802.375000 Penalty: 2995.724609
	Iteration 20F: 3 clusters Score -969802.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -969838.812500 Penalty: 2995.724609
	Iteration 21Q: 3 clusters Score -969838.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -969873.187500 Penalty: 2995.724609
	Iteration 22Q: 3 clusters Score -969873.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -969896.625000 Penalty: 2995.724609
	Iteration 23Q: 3 clusters Score -969896.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -969915.687500 Penalty: 2995.724609
	Iteration 24Q: 3 clusters Score -969915.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -969931.625000 Penalty: 2995.724609
	Iteration 25Q: 3 clusters Score -969931.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -969943.750000 Penalty: 2995.724609
	Iteration 26Q: 3 clusters Score -969943.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -969956.312500 Penalty: 2995.724609
	Iteration 27Q: 3 clusters Score -969956.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -969971.312500 Penalty: 2995.724609
	Iteration 28Q: 3 clusters Score -969971.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -969980.687500 Penalty: 2995.724609
	Iteration 29Q: 3 clusters Score -969980.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -969987.500000 Penalty: 2995.724609
	Iteration 30Q: 3 clusters Score -969987.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -969995.125000 Penalty: 2995.724609
	Iteration 31Q: 3 clusters Score -969995.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -970001.937500 Penalty: 2995.724609
	Iteration 32Q: 3 clusters Score -970001.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -970006.625000 Penalty: 2995.724609
	Iteration 33Q: 3 clusters Score -970006.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -970013.875000 Penalty: 2995.724609
	Iteration 34Q: 3 clusters Score -970013.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -970019.625000 Penalty: 2995.724609
	Iteration 35Q: 3 clusters Score -970019.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -970025.250000 Penalty: 2995.724609
	Iteration 36Q: 3 clusters Score -970025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -970029.125000 Penalty: 2995.724609
	Iteration 37Q: 3 clusters Score -970029.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -970035.250000 Penalty: 2995.724609
	Iteration 38Q: 3 clusters Score -970035.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -970040.625000 Penalty: 2995.724609
	Iteration 39Q: 3 clusters Score -970040.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -970043.312500 Penalty: 2995.724609
	Iteration 40F: 3 clusters Score -970043.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -970048.250000 Penalty: 2995.724609
	Iteration 41Q: 3 clusters Score -970048.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -970054.625000 Penalty: 2995.724609
	Iteration 42Q: 3 clusters Score -970054.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -970056.375000 Penalty: 2995.724609
	Iteration 43Q: 3 clusters Score -970056.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -970064.125000 Penalty: 2995.724609
	Iteration 44Q: 3 clusters Score -970064.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -970069.062500 Penalty: 2995.724609
	Iteration 45Q: 3 clusters Score -970069.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -970078.500000 Penalty: 2995.724609
	Iteration 46Q: 3 clusters Score -970078.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -970081.125000 Penalty: 2995.724609
	Iteration 47Q: 3 clusters Score -970081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -970084.750000 Penalty: 2995.724609
	Iteration 48Q: 3 clusters Score -970084.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -970090.187500 Penalty: 2995.724609
	Iteration 49Q: 3 clusters Score -970090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -970094.812500 Penalty: 2995.724609
	Iteration 50Q: 3 clusters Score -970094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -970097.062500 Penalty: 2995.724609
	Iteration 51Q: 3 clusters Score -970097.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -970100.812500 Penalty: 2995.724609
	Iteration 52Q: 3 clusters Score -970100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -970102.437500 Penalty: 2995.724609
	Iteration 53Q: 3 clusters Score -970102.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -970102.437500 Penalty: 2995.724609
	Iteration 54F: 3 clusters Score -970102.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (38853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Entering Unmasked Estep 
Score: -3757960.000000 Penalty: 1717.225220
	Iteration 0F: 2 clusters Score -3757960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3732000.500000 Penalty: 3434.450439
	Iteration 0F: 3 clusters Score -3732000 nChanged 17965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -3741826.500000 Penalty: 3434.450439
	Iteration 1F: 3 clusters Score -3741826 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -3742477.500000 Penalty: 3434.450439
	Iteration 2Q: 3 clusters Score -3742478 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3743500.250000 Penalty: 3434.450439
	Iteration 3F: 3 clusters Score -3743500 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3745194.000000 Penalty: 3434.450439
	Iteration 4F: 3 clusters Score -3745194 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3747784.000000 Penalty: 3434.450439
	Iteration 5F: 3 clusters Score -3747784 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -3750784.750000 Penalty: 3434.450439
	Iteration 6F: 3 clusters Score -3750785 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3753422.250000 Penalty: 3434.450439
	Iteration 7F: 3 clusters Score -3753422 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3755054.750000 Penalty: 3434.450439
	Iteration 8Q: 3 clusters Score -3755055 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3755825.250000 Penalty: 3434.450439
	Iteration 9Q: 3 clusters Score -3755825 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3756138.500000 Penalty: 3434.450439
	Iteration 10Q: 3 clusters Score -3756138 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3756292.000000 Penalty: 3434.450439
	Iteration 11Q: 3 clusters Score -3756292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3756351.500000 Penalty: 3434.450439
	Iteration 12Q: 3 clusters Score -3756352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3756397.000000 Penalty: 3434.450439
	Iteration 13Q: 3 clusters Score -3756397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3756433.250000 Penalty: 3434.450439
	Iteration 14Q: 3 clusters Score -3756433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3756448.250000 Penalty: 3434.450439
	Iteration 15Q: 3 clusters Score -3756448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3756461.750000 Penalty: 3434.450439
	Iteration 16Q: 3 clusters Score -3756462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3756463.750000 Penalty: 3434.450439
	Iteration 17Q: 3 clusters Score -3756464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3756463.750000 Penalty: 3434.450439
	Iteration 18Q: 3 clusters Score -3756464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3756463.750000 Penalty: 3434.450439
	Iteration 19F: 3 clusters Score -3756464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -582119.187500 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -582119.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -577268.437500 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -577268.4 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -578648.000000 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -578648 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -578921.250000 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -578921.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -579126.687500 Penalty: 2848.773926
	Iteration 3F: 3 clusters Score -579126.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -579292.812500 Penalty: 2848.773926
	Iteration 4Q: 3 clusters Score -579292.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -579452.312500 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -579452.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -579599.812500 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -579599.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -579741.437500 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -579741.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -579914.062500 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -579914.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -580107.750000 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -580107.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -580279.562500 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -580279.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -580415.125000 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -580415.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -580534.062500 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -580534.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -580644.937500 Penalty: 2848.773926
	Iteration 13Q: 3 clusters Score -580644.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -580740.312500 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -580740.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -580824.937500 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -580824.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -580891.500000 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -580891.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -580933.500000 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -580933.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -580970.625000 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -580970.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -581008.000000 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -581008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -581033.937500 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -581033.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -581052.062500 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -581052.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -581068.437500 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -581068.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -581080.562500 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -581080.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -581091.875000 Penalty: 2848.773926
	Iteration 24Q: 3 clusters Score -581091.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -581106.375000 Penalty: 2848.773926
	Iteration 25Q: 3 clusters Score -581106.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -581112.812500 Penalty: 2848.773926
	Iteration 26Q: 3 clusters Score -581112.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -581116.937500 Penalty: 2848.773926
	Iteration 27Q: 3 clusters Score -581116.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -581121.312500 Penalty: 2848.773926
	Iteration 28Q: 3 clusters Score -581121.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -581130.187500 Penalty: 2848.773926
	Iteration 29Q: 3 clusters Score -581130.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -581136.000000 Penalty: 2848.773926
	Iteration 30Q: 3 clusters Score -581136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -581141.125000 Penalty: 2848.773926
	Iteration 31Q: 3 clusters Score -581141.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -581145.250000 Penalty: 2848.773926
	Iteration 32Q: 3 clusters Score -581145.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -581149.000000 Penalty: 2848.773926
	Iteration 33Q: 3 clusters Score -581149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -581152.375000 Penalty: 2848.773926
	Iteration 34Q: 3 clusters Score -581152.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -581157.250000 Penalty: 2848.773926
	Iteration 35Q: 3 clusters Score -581157.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -581160.625000 Penalty: 2848.773926
	Iteration 36Q: 3 clusters Score -581160.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -581164.500000 Penalty: 2848.773926
	Iteration 37Q: 3 clusters Score -581164.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -581167.187500 Penalty: 2848.773926
	Iteration 38Q: 3 clusters Score -581167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -581168.500000 Penalty: 2848.773926
	Iteration 39Q: 3 clusters Score -581168.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -581169.312500 Penalty: 2848.773926
	Iteration 40F: 3 clusters Score -581169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -581170.812500 Penalty: 2848.773926
	Iteration 41Q: 3 clusters Score -581170.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -581173.687500 Penalty: 2848.773926
	Iteration 42Q: 3 clusters Score -581173.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -581175.875000 Penalty: 2848.773926
	Iteration 43Q: 3 clusters Score -581175.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -581179.562500 Penalty: 2848.773926
	Iteration 44Q: 3 clusters Score -581179.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -581184.625000 Penalty: 2848.773926
	Iteration 45Q: 3 clusters Score -581184.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -581191.000000 Penalty: 2848.773926
	Iteration 46Q: 3 clusters Score -581191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -581195.000000 Penalty: 2848.773926
	Iteration 47Q: 3 clusters Score -581195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -581196.375000 Penalty: 2848.773926
	Iteration 48Q: 3 clusters Score -581196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -581198.875000 Penalty: 2848.773926
	Iteration 49Q: 3 clusters Score -581198.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -581199.812500 Penalty: 2848.773926
	Iteration 50Q: 3 clusters Score -581199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -581201.500000 Penalty: 2848.773926
	Iteration 51Q: 3 clusters Score -581201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -581202.875000 Penalty: 2848.773926
	Iteration 52Q: 3 clusters Score -581202.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -581202.812500 Penalty: 2848.773926
	Iteration 53Q: 3 clusters Score -581202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -581202.937500 Penalty: 2848.773926
	Iteration 54Q: 3 clusters Score -581202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -581203.750000 Penalty: 2848.773926
	Iteration 55Q: 3 clusters Score -581203.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -581203.750000 Penalty: 2848.773926
	Iteration 56F: 3 clusters Score -581203.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Entering Unmasked Estep 
Score: -465246.718750 Penalty: 1394.551758
	Iteration 0F: 2 clusters Score -465246.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -461128.312500 Penalty: 2789.103516
	Iteration 0F: 3 clusters Score -461128.3 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -462441.750000 Penalty: 2789.103516
	Iteration 1F: 3 clusters Score -462441.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -462764.531250 Penalty: 2789.103516
	Iteration 2F: 3 clusters Score -462764.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -463024.156250 Penalty: 2789.103516
	Iteration 3F: 3 clusters Score -463024.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -463218.250000 Penalty: 2789.103516
	Iteration 4F: 3 clusters Score -463218.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -463380.125000 Penalty: 2789.103516
	Iteration 5Q: 3 clusters Score -463380.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -463524.218750 Penalty: 2789.103516
	Iteration 6Q: 3 clusters Score -463524.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -463640.187500 Penalty: 2789.103516
	Iteration 7Q: 3 clusters Score -463640.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -463730.500000 Penalty: 2789.103516
	Iteration 8Q: 3 clusters Score -463730.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -463812.312500 Penalty: 2789.103516
	Iteration 9Q: 3 clusters Score -463812.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -463899.343750 Penalty: 2789.103516
	Iteration 10Q: 3 clusters Score -463899.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -463988.468750 Penalty: 2789.103516
	Iteration 11Q: 3 clusters Score -463988.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -464052.875000 Penalty: 2789.103516
	Iteration 12Q: 3 clusters Score -464052.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -464118.656250 Penalty: 2789.103516
	Iteration 13Q: 3 clusters Score -464118.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -464181.406250 Penalty: 2789.103516
	Iteration 14Q: 3 clusters Score -464181.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -464242.093750 Penalty: 2789.103516
	Iteration 15Q: 3 clusters Score -464242.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -464293.875000 Penalty: 2789.103516
	Iteration 16Q: 3 clusters Score -464293.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -464324.125000 Penalty: 2789.103516
	Iteration 17Q: 3 clusters Score -464324.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -464355.343750 Penalty: 2789.103516
	Iteration 18Q: 3 clusters Score -464355.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -464384.031250 Penalty: 2789.103516
	Iteration 19Q: 3 clusters Score -464384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -464414.156250 Penalty: 2789.103516
	Iteration 20F: 3 clusters Score -464414.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -464441.593750 Penalty: 2789.103516
	Iteration 21Q: 3 clusters Score -464441.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -464466.406250 Penalty: 2789.103516
	Iteration 22Q: 3 clusters Score -464466.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -464508.406250 Penalty: 2789.103516
	Iteration 23Q: 3 clusters Score -464508.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -464586.937500 Penalty: 2789.103516
	Iteration 24Q: 3 clusters Score -464586.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -464702.468750 Penalty: 2789.103516
	Iteration 25Q: 3 clusters Score -464702.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -464798.187500 Penalty: 2789.103516
	Iteration 26Q: 3 clusters Score -464798.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -464879.937500 Penalty: 2789.103516
	Iteration 27Q: 3 clusters Score -464879.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -464971.750000 Penalty: 2789.103516
	Iteration 28Q: 3 clusters Score -464971.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -465016.718750 Penalty: 2789.103516
	Iteration 29Q: 3 clusters Score -465016.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -465035.250000 Penalty: 2789.103516
	Iteration 30Q: 3 clusters Score -465035.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -465047.093750 Penalty: 2789.103516
	Iteration 31Q: 3 clusters Score -465047.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -465057.468750 Penalty: 2789.103516
	Iteration 32Q: 3 clusters Score -465057.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -465064.968750 Penalty: 2789.103516
	Iteration 33Q: 3 clusters Score -465065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -465069.093750 Penalty: 2789.103516
	Iteration 34Q: 3 clusters Score -465069.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -465073.156250 Penalty: 2789.103516
	Iteration 35Q: 3 clusters Score -465073.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -465075.937500 Penalty: 2789.103516
	Iteration 36Q: 3 clusters Score -465075.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -465078.031250 Penalty: 2789.103516
	Iteration 37Q: 3 clusters Score -465078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -465079.406250 Penalty: 2789.103516
	Iteration 38Q: 3 clusters Score -465079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -465081.406250 Penalty: 2789.103516
	Iteration 39Q: 3 clusters Score -465081.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -465081.343750 Penalty: 2789.103516
	Iteration 40F: 3 clusters Score -465081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -465081.718750 Penalty: 2789.103516
	Iteration 41Q: 3 clusters Score -465081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -465082.718750 Penalty: 2789.103516
	Iteration 42Q: 3 clusters Score -465082.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -465084.593750 Penalty: 2789.103516
	Iteration 43Q: 3 clusters Score -465084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -465086.312500 Penalty: 2789.103516
	Iteration 44Q: 3 clusters Score -465086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -465086.500000 Penalty: 2789.103516
	Iteration 45Q: 3 clusters Score -465086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -465087.000000 Penalty: 2789.103516
	Iteration 46Q: 3 clusters Score -465087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -465087.343750 Penalty: 2789.103516
	Iteration 47Q: 3 clusters Score -465087.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -465087.343750 Penalty: 2789.103516
	Iteration 48F: 3 clusters Score -465087.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Entering Unmasked Estep 
Score: -137458.281250 Penalty: 1199.392822
	Iteration 0F: 2 clusters Score -137458.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -135662.140625 Penalty: 2398.785645
	Iteration 0F: 3 clusters Score -135662.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -136070.625000 Penalty: 2398.785645
	Iteration 1F: 3 clusters Score -136070.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -136213.796875 Penalty: 2398.785645
	Iteration 2F: 3 clusters Score -136213.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -136306.468750 Penalty: 2398.785645
	Iteration 3F: 3 clusters Score -136306.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -136375.109375 Penalty: 2398.785645
	Iteration 4Q: 3 clusters Score -136375.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -136427.093750 Penalty: 2398.785645
	Iteration 5Q: 3 clusters Score -136427.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -136485.390625 Penalty: 2398.785645
	Iteration 6Q: 3 clusters Score -136485.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -136555.531250 Penalty: 2398.785645
	Iteration 7Q: 3 clusters Score -136555.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -136631.921875 Penalty: 2398.785645
	Iteration 8Q: 3 clusters Score -136631.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -136689.281250 Penalty: 2398.785645
	Iteration 9Q: 3 clusters Score -136689.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -136745.015625 Penalty: 2398.785645
	Iteration 10Q: 3 clusters Score -136745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -136794.046875 Penalty: 2398.785645
	Iteration 11Q: 3 clusters Score -136794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -136834.046875 Penalty: 2398.785645
	Iteration 12Q: 3 clusters Score -136834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -136857.734375 Penalty: 2398.785645
	Iteration 13Q: 3 clusters Score -136857.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -136882.125000 Penalty: 2398.785645
	Iteration 14Q: 3 clusters Score -136882.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -136897.625000 Penalty: 2398.785645
	Iteration 15Q: 3 clusters Score -136897.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -136914.500000 Penalty: 2398.785645
	Iteration 16Q: 3 clusters Score -136914.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -136928.406250 Penalty: 2398.785645
	Iteration 17Q: 3 clusters Score -136928.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -136946.078125 Penalty: 2398.785645
	Iteration 18Q: 3 clusters Score -136946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -136958.312500 Penalty: 2398.785645
	Iteration 19Q: 3 clusters Score -136958.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -136963.718750 Penalty: 2398.785645
	Iteration 20F: 3 clusters Score -136963.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -136969.265625 Penalty: 2398.785645
	Iteration 21Q: 3 clusters Score -136969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -136978.109375 Penalty: 2398.785645
	Iteration 22Q: 3 clusters Score -136978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -136981.578125 Penalty: 2398.785645
	Iteration 23Q: 3 clusters Score -136981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -136985.156250 Penalty: 2398.785645
	Iteration 24Q: 3 clusters Score -136985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -136986.359375 Penalty: 2398.785645
	Iteration 25Q: 3 clusters Score -136986.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -136987.953125 Penalty: 2398.785645
	Iteration 26Q: 3 clusters Score -136988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -136988.218750 Penalty: 2398.785645
	Iteration 27Q: 3 clusters Score -136988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -136991.218750 Penalty: 2398.785645
	Iteration 28Q: 3 clusters Score -136991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -136995.421875 Penalty: 2398.785645
	Iteration 29Q: 3 clusters Score -136995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -137000.625000 Penalty: 2398.785645
	Iteration 30Q: 3 clusters Score -137000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -137004.531250 Penalty: 2398.785645
	Iteration 31Q: 3 clusters Score -137004.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -137006.734375 Penalty: 2398.785645
	Iteration 32Q: 3 clusters Score -137006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137007.328125 Penalty: 2398.785645
	Iteration 33Q: 3 clusters Score -137007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -137007.890625 Penalty: 2398.785645
	Iteration 34Q: 3 clusters Score -137007.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -137009.625000 Penalty: 2398.785645
	Iteration 35Q: 3 clusters Score -137009.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137013.375000 Penalty: 2398.785645
	Iteration 36Q: 3 clusters Score -137013.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -137017.750000 Penalty: 2398.785645
	Iteration 37Q: 3 clusters Score -137017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -137019.453125 Penalty: 2398.785645
	Iteration 38Q: 3 clusters Score -137019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -137020.718750 Penalty: 2398.785645
	Iteration 39Q: 3 clusters Score -137020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -137021.203125 Penalty: 2398.785645
	Iteration 40F: 3 clusters Score -137021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Entering Unmasked Estep 
Score: -102544.046875 Penalty: 1151.458984
	Iteration 0F: 2 clusters Score -102544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -100986.492188 Penalty: 2302.917969
	Iteration 0F: 3 clusters Score -100986.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -101278.632812 Penalty: 2302.917969
	Iteration 1F: 3 clusters Score -101278.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101444.757812 Penalty: 2302.917969
	Iteration 2F: 3 clusters Score -101444.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101567.203125 Penalty: 2302.917969
	Iteration 3F: 3 clusters Score -101567.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101658.515625 Penalty: 2302.917969
	Iteration 4Q: 3 clusters Score -101658.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101713.046875 Penalty: 2302.917969
	Iteration 5Q: 3 clusters Score -101713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -101762.515625 Penalty: 2302.917969
	Iteration 6Q: 3 clusters Score -101762.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101802.343750 Penalty: 2302.917969
	Iteration 7Q: 3 clusters Score -101802.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -101832.726562 Penalty: 2302.917969
	Iteration 8Q: 3 clusters Score -101832.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -101867.835938 Penalty: 2302.917969
	Iteration 9Q: 3 clusters Score -101867.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -101914.250000 Penalty: 2302.917969
	Iteration 10Q: 3 clusters Score -101914.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101972.906250 Penalty: 2302.917969
	Iteration 11Q: 3 clusters Score -101972.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -102016.289062 Penalty: 2302.917969
	Iteration 12Q: 3 clusters Score -102016.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -102046.531250 Penalty: 2302.917969
	Iteration 13Q: 3 clusters Score -102046.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -102091.921875 Penalty: 2302.917969
	Iteration 14Q: 3 clusters Score -102091.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102161.265625 Penalty: 2302.917969
	Iteration 15Q: 3 clusters Score -102161.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -102227.210938 Penalty: 2302.917969
	Iteration 16Q: 3 clusters Score -102227.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -102323.632812 Penalty: 2302.917969
	Iteration 17Q: 3 clusters Score -102323.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -102421.429688 Penalty: 2302.917969
	Iteration 18Q: 3 clusters Score -102421.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -102492.429688 Penalty: 2302.917969
	Iteration 19Q: 3 clusters Score -102492.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -102562.554688 Penalty: 2302.917969
	Iteration 20F: 3 clusters Score -102562.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -102632.914062 Penalty: 2302.917969
	Iteration 21Q: 3 clusters Score -102632.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102667.585938 Penalty: 2302.917969
	Iteration 22Q: 3 clusters Score -102667.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102676.468750 Penalty: 2302.917969
	Iteration 23Q: 3 clusters Score -102676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -102682.570312 Penalty: 2302.917969
	Iteration 24Q: 3 clusters Score -102682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -102684.976562 Penalty: 2302.917969
	Iteration 25Q: 3 clusters Score -102685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -102686.835938 Penalty: 2302.917969
	Iteration 26Q: 3 clusters Score -102686.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -102688.062500 Penalty: 2302.917969
	Iteration 27Q: 3 clusters Score -102688.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -102689.390625 Penalty: 2302.917969
	Iteration 28Q: 3 clusters Score -102689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -102690.343750 Penalty: 2302.917969
	Iteration 29Q: 3 clusters Score -102690.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -102692.093750 Penalty: 2302.917969
	Iteration 30Q: 3 clusters Score -102692.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -102692.093750 Penalty: 2302.917969
	Iteration 31F: 3 clusters Score -102692.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 5311 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114890 members 
Mstep: Class 5 contains 43457 members 
Mstep: Class 6 contains 4646 members 
Mstep: Class 7 contains 10073 members 
Mstep: Class 8 contains 38853 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 579 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 22327 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 151101 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 25772 members 
Entering Unmasked Estep 
Score: -52379948.000000 Penalty: 43060.085938
Splitting cluster 12 changes total score from -52380096.000000 to -52379948.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Entering Unmasked Estep 
Score: -643837.687500 Penalty: 1441.300171
	Iteration 0F: 2 clusters Score -643837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -638564.687500 Penalty: 2882.600342
	Iteration 0F: 3 clusters Score -638564.7 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -640156.062500 Penalty: 2882.600342
	Iteration 1F: 3 clusters Score -640156.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -640417.875000 Penalty: 2882.600342
	Iteration 2F: 3 clusters Score -640417.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -640676.375000 Penalty: 2882.600342
	Iteration 3F: 3 clusters Score -640676.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -640946.625000 Penalty: 2882.600342
	Iteration 4F: 3 clusters Score -640946.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -641248.062500 Penalty: 2882.600342
	Iteration 5F: 3 clusters Score -641248.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -641537.687500 Penalty: 2882.600342
	Iteration 6F: 3 clusters Score -641537.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -641820.187500 Penalty: 2882.600342
	Iteration 7F: 3 clusters Score -641820.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -642049.687500 Penalty: 2882.600342
	Iteration 8Q: 3 clusters Score -642049.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -642236.125000 Penalty: 2882.600342
	Iteration 9Q: 3 clusters Score -642236.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -642394.812500 Penalty: 2882.600342
	Iteration 10Q: 3 clusters Score -642394.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -642495.562500 Penalty: 2882.600342
	Iteration 11Q: 3 clusters Score -642495.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -642558.500000 Penalty: 2882.600342
	Iteration 12Q: 3 clusters Score -642558.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -642613.625000 Penalty: 2882.600342
	Iteration 13Q: 3 clusters Score -642613.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -642655.562500 Penalty: 2882.600342
	Iteration 14Q: 3 clusters Score -642655.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -642673.625000 Penalty: 2882.600342
	Iteration 15Q: 3 clusters Score -642673.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -642686.375000 Penalty: 2882.600342
	Iteration 16Q: 3 clusters Score -642686.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -642697.562500 Penalty: 2882.600342
	Iteration 17Q: 3 clusters Score -642697.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -642706.125000 Penalty: 2882.600342
	Iteration 18Q: 3 clusters Score -642706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -642711.875000 Penalty: 2882.600342
	Iteration 19Q: 3 clusters Score -642711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -642717.000000 Penalty: 2882.600342
	Iteration 20F: 3 clusters Score -642717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -642720.937500 Penalty: 2882.600342
	Iteration 21Q: 3 clusters Score -642720.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -642724.187500 Penalty: 2882.600342
	Iteration 22Q: 3 clusters Score -642724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -642725.000000 Penalty: 2882.600342
	Iteration 23Q: 3 clusters Score -642725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -642725.687500 Penalty: 2882.600342
	Iteration 24Q: 3 clusters Score -642725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -642725.250000 Penalty: 2882.600342
	Iteration 25Q: 3 clusters Score -642725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -642725.750000 Penalty: 2882.600342
	Iteration 26Q: 3 clusters Score -642725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -642726.437500 Penalty: 2882.600342
	Iteration 27Q: 3 clusters Score -642726.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -642730.000000 Penalty: 2882.600342
	Iteration 28Q: 3 clusters Score -642730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -642730.000000 Penalty: 2882.600342
	Iteration 29F: 3 clusters Score -642730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Entering Unmasked Estep 
Score: -2156824.000000 Penalty: 1627.202148
	Iteration 0F: 2 clusters Score -2156824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2141594.250000 Penalty: 3254.404297
	Iteration 0F: 3 clusters Score -2141594 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2147258.500000 Penalty: 3254.404297
	Iteration 1F: 3 clusters Score -2147258 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2147678.750000 Penalty: 3254.404297
	Iteration 2Q: 3 clusters Score -2147679 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2148087.000000 Penalty: 3254.404297
	Iteration 3Q: 3 clusters Score -2148087 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2148506.000000 Penalty: 3254.404297
	Iteration 4Q: 3 clusters Score -2148506 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2149002.000000 Penalty: 3254.404297
	Iteration 5Q: 3 clusters Score -2149002 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2149673.500000 Penalty: 3254.404297
	Iteration 6Q: 3 clusters Score -2149674 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2150405.000000 Penalty: 3254.404297
	Iteration 7F: 3 clusters Score -2150405 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2151155.500000 Penalty: 3254.404297
	Iteration 8F: 3 clusters Score -2151156 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2151894.250000 Penalty: 3254.404297
	Iteration 9F: 3 clusters Score -2151894 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2152574.750000 Penalty: 3254.404297
	Iteration 10Q: 3 clusters Score -2152575 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2153137.250000 Penalty: 3254.404297
	Iteration 11Q: 3 clusters Score -2153137 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2153583.000000 Penalty: 3254.404297
	Iteration 12Q: 3 clusters Score -2153583 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2153909.000000 Penalty: 3254.404297
	Iteration 13Q: 3 clusters Score -2153909 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2154129.000000 Penalty: 3254.404297
	Iteration 14Q: 3 clusters Score -2154129 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2154304.500000 Penalty: 3254.404297
	Iteration 15Q: 3 clusters Score -2154304 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2154447.250000 Penalty: 3254.404297
	Iteration 16Q: 3 clusters Score -2154447 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2154553.500000 Penalty: 3254.404297
	Iteration 17Q: 3 clusters Score -2154554 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2154659.750000 Penalty: 3254.404297
	Iteration 18Q: 3 clusters Score -2154660 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2154761.500000 Penalty: 3254.404297
	Iteration 19Q: 3 clusters Score -2154762 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2154845.250000 Penalty: 3254.404297
	Iteration 20F: 3 clusters Score -2154845 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2154935.000000 Penalty: 3254.404297
	Iteration 21Q: 3 clusters Score -2154935 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2154989.000000 Penalty: 3254.404297
	Iteration 22Q: 3 clusters Score -2154989 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2155045.250000 Penalty: 3254.404297
	Iteration 23Q: 3 clusters Score -2155045 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2155097.500000 Penalty: 3254.404297
	Iteration 24Q: 3 clusters Score -2155098 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2155145.500000 Penalty: 3254.404297
	Iteration 25Q: 3 clusters Score -2155146 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2155182.250000 Penalty: 3254.404297
	Iteration 26Q: 3 clusters Score -2155182 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2155233.500000 Penalty: 3254.404297
	Iteration 27Q: 3 clusters Score -2155234 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2155277.500000 Penalty: 3254.404297
	Iteration 28Q: 3 clusters Score -2155278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2155314.750000 Penalty: 3254.404297
	Iteration 29Q: 3 clusters Score -2155315 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2155355.500000 Penalty: 3254.404297
	Iteration 30Q: 3 clusters Score -2155356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2155388.500000 Penalty: 3254.404297
	Iteration 31Q: 3 clusters Score -2155388 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -2155414.750000 Penalty: 3254.404297
	Iteration 32Q: 3 clusters Score -2155415 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2155447.750000 Penalty: 3254.404297
	Iteration 33Q: 3 clusters Score -2155448 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2155468.750000 Penalty: 3254.404297
	Iteration 34Q: 3 clusters Score -2155469 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2155507.000000 Penalty: 3254.404297
	Iteration 35Q: 3 clusters Score -2155507 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2155533.250000 Penalty: 3254.404297
	Iteration 36Q: 3 clusters Score -2155533 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2155554.000000 Penalty: 3254.404297
	Iteration 37Q: 3 clusters Score -2155554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2155559.500000 Penalty: 3254.404297
	Iteration 38Q: 3 clusters Score -2155560 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2155568.750000 Penalty: 3254.404297
	Iteration 39Q: 3 clusters Score -2155569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2155581.500000 Penalty: 3254.404297
	Iteration 40F: 3 clusters Score -2155582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2155589.750000 Penalty: 3254.404297
	Iteration 41Q: 3 clusters Score -2155590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2155594.250000 Penalty: 3254.404297
	Iteration 42Q: 3 clusters Score -2155594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2155596.750000 Penalty: 3254.404297
	Iteration 43Q: 3 clusters Score -2155597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2155601.750000 Penalty: 3254.404297
	Iteration 44Q: 3 clusters Score -2155602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2155613.500000 Penalty: 3254.404297
	Iteration 45Q: 3 clusters Score -2155614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2155622.250000 Penalty: 3254.404297
	Iteration 46Q: 3 clusters Score -2155622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2155619.000000 Penalty: 3254.404297
	Iteration 47Q: 3 clusters Score -2155619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2155619.750000 Penalty: 3254.404297
	Iteration 48Q: 3 clusters Score -2155620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -2155621.750000 Penalty: 3254.404297
	Iteration 49Q: 3 clusters Score -2155622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2155623.750000 Penalty: 3254.404297
	Iteration 50Q: 3 clusters Score -2155624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2155623.250000 Penalty: 3254.404297
	Iteration 51Q: 3 clusters Score -2155623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2155624.250000 Penalty: 3254.404297
	Iteration 52Q: 3 clusters Score -2155624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2155621.000000 Penalty: 3254.404297
	Iteration 53Q: 3 clusters Score -2155621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2155621.000000 Penalty: 3254.404297
	Iteration 54F: 3 clusters Score -2155621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -396957.156250 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -396957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -393174.718750 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -393174.7 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -394366.562500 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -394366.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -394604.125000 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -394604.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -394814.562500 Penalty: 2742.961182
	Iteration 3F: 3 clusters Score -394814.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -395060.562500 Penalty: 2742.961182
	Iteration 4F: 3 clusters Score -395060.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -395310.312500 Penalty: 2742.961182
	Iteration 5F: 3 clusters Score -395310.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -395544.625000 Penalty: 2742.961182
	Iteration 6F: 3 clusters Score -395544.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -395756.031250 Penalty: 2742.961182
	Iteration 7F: 3 clusters Score -395756 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -395943.687500 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -395943.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -396111.875000 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -396111.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -396209.531250 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -396209.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -396265.281250 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -396265.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -396297.187500 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -396297.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -396316.500000 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -396316.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -396331.906250 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -396331.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -396343.312500 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -396343.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -396351.625000 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -396351.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -396365.031250 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -396365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -396384.500000 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -396384.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -396402.312500 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -396402.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -396410.906250 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -396410.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -396417.218750 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -396417.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -396419.875000 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -396419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -396421.812500 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -396421.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -396422.281250 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -396422.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -396424.781250 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -396424.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -396427.343750 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -396427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -396427.187500 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -396427.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -396427.187500 Penalty: 2742.961182
	Iteration 28F: 3 clusters Score -396427.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151101 members 
Entering Unmasked Estep 
Score: -14338454.000000 Penalty: 1937.926880
	Iteration 0F: 2 clusters Score -1.433845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75546 members 
Mstep: Class 2 contains 75555 members 
Entering Unmasked Estep 
Score: -14237879.000000 Penalty: 3875.853760
	Iteration 0F: 3 clusters Score -1.423788e+07 nChanged 72966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76392 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -14280897.000000 Penalty: 3875.853760
	Iteration 1F: 3 clusters Score -1.42809e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76748 members 
Mstep: Class 2 contains 74353 members 
Entering Unmasked Estep 
Score: -14281790.000000 Penalty: 3875.853760
	Iteration 2Q: 3 clusters Score -1.428179e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77345 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -14282405.000000 Penalty: 3875.853760
	Iteration 3Q: 3 clusters Score -1.42824e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78378 members 
Mstep: Class 2 contains 72723 members 
Entering Unmasked Estep 
Score: -14283205.000000 Penalty: 3875.853760
	Iteration 4Q: 3 clusters Score -1.42832e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79990 members 
Mstep: Class 2 contains 71111 members 
Entering Unmasked Estep 
Score: -14284271.000000 Penalty: 3875.853760
	Iteration 5Q: 3 clusters Score -1.428427e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82546 members 
Mstep: Class 2 contains 68555 members 
Entering Unmasked Estep 
Score: -14285393.000000 Penalty: 3875.853760
	Iteration 6Q: 3 clusters Score -1.428539e+07 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86578 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -14287378.000000 Penalty: 3875.853760
	Iteration 7Q: 3 clusters Score -1.428738e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92615 members 
Mstep: Class 2 contains 58486 members 
Entering Unmasked Estep 
Score: -14290777.000000 Penalty: 3875.853760
	Iteration 8Q: 3 clusters Score -1.429078e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100997 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -14296211.000000 Penalty: 3875.853760
	Iteration 9F: 3 clusters Score -1.429621e+07 nChanged 10980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111333 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -14303929.000000 Penalty: 3875.853760
	Iteration 10F: 3 clusters Score -1.430393e+07 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122581 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -14313452.000000 Penalty: 3875.853760
	Iteration 11F: 3 clusters Score -1.431345e+07 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132866 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -14322401.000000 Penalty: 3875.853760
	Iteration 12F: 3 clusters Score -1.43224e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140426 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -14328869.000000 Penalty: 3875.853760
	Iteration 13F: 3 clusters Score -1.432887e+07 nChanged 4816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145238 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -14332907.000000 Penalty: 3875.853760
	Iteration 14Q: 3 clusters Score -1.433291e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147888 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -14335016.000000 Penalty: 3875.853760
	Iteration 15Q: 3 clusters Score -1.433502e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149159 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -14335981.000000 Penalty: 3875.853760
	Iteration 16Q: 3 clusters Score -1.433598e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149722 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -14336420.000000 Penalty: 3875.853760
	Iteration 17Q: 3 clusters Score -1.433642e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150015 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -14336689.000000 Penalty: 3875.853760
	Iteration 18Q: 3 clusters Score -1.433669e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150166 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14336814.000000 Penalty: 3875.853760
	Iteration 19Q: 3 clusters Score -1.433681e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -14336870.000000 Penalty: 3875.853760
	Iteration 20F: 3 clusters Score -1.433687e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -14336952.000000 Penalty: 3875.853760
	Iteration 21Q: 3 clusters Score -1.433695e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150341 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -14336966.000000 Penalty: 3875.853760
	Iteration 22Q: 3 clusters Score -1.433697e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150368 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -14336978.000000 Penalty: 3875.853760
	Iteration 23Q: 3 clusters Score -1.433698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -14336998.000000 Penalty: 3875.853760
	Iteration 24Q: 3 clusters Score -1.4337e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150385 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -14337002.000000 Penalty: 3875.853760
	Iteration 25Q: 3 clusters Score -1.4337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150386 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -14337012.000000 Penalty: 3875.853760
	Iteration 26Q: 3 clusters Score -1.433701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150384 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14337002.000000 Penalty: 3875.853760
	Iteration 27Q: 3 clusters Score -1.4337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150390 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -14337006.000000 Penalty: 3875.853760
	Iteration 28Q: 3 clusters Score -1.433701e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -14337005.000000 Penalty: 3875.853760
	Iteration 29Q: 3 clusters Score -1.4337e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150408 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -14337030.000000 Penalty: 3875.853760
	Iteration 30Q: 3 clusters Score -1.433703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150420 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -14337033.000000 Penalty: 3875.853760
	Iteration 31Q: 3 clusters Score -1.433703e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150424 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -14337040.000000 Penalty: 3875.853760
	Iteration 32Q: 3 clusters Score -1.433704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150426 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -14337036.000000 Penalty: 3875.853760
	Iteration 33Q: 3 clusters Score -1.433704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150428 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14337029.000000 Penalty: 3875.853760
	Iteration 34Q: 3 clusters Score -1.433703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150431 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -14337036.000000 Penalty: 3875.853760
	Iteration 35Q: 3 clusters Score -1.433704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150434 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -14337043.000000 Penalty: 3875.853760
	Iteration 36Q: 3 clusters Score -1.433704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150439 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -14337033.000000 Penalty: 3875.853760
	Iteration 37Q: 3 clusters Score -1.433703e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150440 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14337031.000000 Penalty: 3875.853760
	Iteration 38Q: 3 clusters Score -1.433703e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150440 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14337041.000000 Penalty: 3875.853760
	Iteration 39Q: 3 clusters Score -1.433704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -14337038.000000 Penalty: 3875.853760
	Iteration 40F: 3 clusters Score -1.433704e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150446 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -14337039.000000 Penalty: 3875.853760
	Iteration 41Q: 3 clusters Score -1.433704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150449 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14337036.000000 Penalty: 3875.853760
	Iteration 42Q: 3 clusters Score -1.433704e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150453 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -14337041.000000 Penalty: 3875.853760
	Iteration 43Q: 3 clusters Score -1.433704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150454 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -14337047.000000 Penalty: 3875.853760
	Iteration 44Q: 3 clusters Score -1.433705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -14337054.000000 Penalty: 3875.853760
	Iteration 45Q: 3 clusters Score -1.433705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -14337047.000000 Penalty: 3875.853760
	Iteration 46Q: 3 clusters Score -1.433705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150465 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -14337045.000000 Penalty: 3875.853760
	Iteration 47Q: 3 clusters Score -1.433704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150466 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14337041.000000 Penalty: 3875.853760
	Iteration 48Q: 3 clusters Score -1.433704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150466 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -14337041.000000 Penalty: 3875.853760
	Iteration 49F: 3 clusters Score -1.433704e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Entering Unmasked Estep 
Score: -574368.500000 Penalty: 1418.421875
	Iteration 0F: 2 clusters Score -574368.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -569645.500000 Penalty: 2836.843750
	Iteration 0F: 3 clusters Score -569645.5 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -571180.437500 Penalty: 2836.843750
	Iteration 1F: 3 clusters Score -571180.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -571522.625000 Penalty: 2836.843750
	Iteration 2F: 3 clusters Score -571522.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -571832.687500 Penalty: 2836.843750
	Iteration 3F: 3 clusters Score -571832.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -572195.312500 Penalty: 2836.843750
	Iteration 4F: 3 clusters Score -572195.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -572623.000000 Penalty: 2836.843750
	Iteration 5F: 3 clusters Score -572623 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -572993.437500 Penalty: 2836.843750
	Iteration 6F: 3 clusters Score -572993.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -573260.000000 Penalty: 2836.843750
	Iteration 7Q: 3 clusters Score -573260 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -573491.000000 Penalty: 2836.843750
	Iteration 8Q: 3 clusters Score -573491 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -573728.937500 Penalty: 2836.843750
	Iteration 9Q: 3 clusters Score -573728.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -573937.062500 Penalty: 2836.843750
	Iteration 10Q: 3 clusters Score -573937.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -574039.562500 Penalty: 2836.843750
	Iteration 11Q: 3 clusters Score -574039.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -574079.687500 Penalty: 2836.843750
	Iteration 12Q: 3 clusters Score -574079.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -574107.812500 Penalty: 2836.843750
	Iteration 13Q: 3 clusters Score -574107.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -574126.312500 Penalty: 2836.843750
	Iteration 14Q: 3 clusters Score -574126.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -574135.062500 Penalty: 2836.843750
	Iteration 15Q: 3 clusters Score -574135.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -574135.062500 Penalty: 2836.843750
	Iteration 16Q: 3 clusters Score -574135.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -574136.000000 Penalty: 2836.843750
	Iteration 17Q: 3 clusters Score -574136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -574136.937500 Penalty: 2836.843750
	Iteration 18Q: 3 clusters Score -574136.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -574138.062500 Penalty: 2836.843750
	Iteration 19Q: 3 clusters Score -574138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -574138.250000 Penalty: 2836.843750
	Iteration 20F: 3 clusters Score -574138.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Entering Unmasked Estep 
Score: -1004572.937500 Penalty: 1509.906982
	Iteration 0F: 2 clusters Score -1004573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -996818.000000 Penalty: 3019.813965
	Iteration 0F: 3 clusters Score -996818 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -999343.500000 Penalty: 3019.813965
	Iteration 1F: 3 clusters Score -999343.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -999570.312500 Penalty: 3019.813965
	Iteration 2F: 3 clusters Score -999570.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -999756.187500 Penalty: 3019.813965
	Iteration 3Q: 3 clusters Score -999756.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -999914.562500 Penalty: 3019.813965
	Iteration 4Q: 3 clusters Score -999914.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1000044.812500 Penalty: 3019.813965
	Iteration 5Q: 3 clusters Score -1000045 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1000190.875000 Penalty: 3019.813965
	Iteration 6Q: 3 clusters Score -1000191 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1000396.125000 Penalty: 3019.813965
	Iteration 7Q: 3 clusters Score -1000396 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1000692.437500 Penalty: 3019.813965
	Iteration 8Q: 3 clusters Score -1000692 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1001008.187500 Penalty: 3019.813965
	Iteration 9Q: 3 clusters Score -1001008 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1001317.250000 Penalty: 3019.813965
	Iteration 10Q: 3 clusters Score -1001317 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1001615.625000 Penalty: 3019.813965
	Iteration 11Q: 3 clusters Score -1001616 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1001863.062500 Penalty: 3019.813965
	Iteration 12Q: 3 clusters Score -1001863 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1002061.250000 Penalty: 3019.813965
	Iteration 13Q: 3 clusters Score -1002061 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1002212.937500 Penalty: 3019.813965
	Iteration 14Q: 3 clusters Score -1002213 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1002349.375000 Penalty: 3019.813965
	Iteration 15Q: 3 clusters Score -1002349 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1002440.375000 Penalty: 3019.813965
	Iteration 16Q: 3 clusters Score -1002440 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1002505.750000 Penalty: 3019.813965
	Iteration 17Q: 3 clusters Score -1002506 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1002564.625000 Penalty: 3019.813965
	Iteration 18Q: 3 clusters Score -1002565 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1002610.187500 Penalty: 3019.813965
	Iteration 19Q: 3 clusters Score -1002610 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1002655.687500 Penalty: 3019.813965
	Iteration 20F: 3 clusters Score -1002656 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1002709.125000 Penalty: 3019.813965
	Iteration 21Q: 3 clusters Score -1002709 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1002768.187500 Penalty: 3019.813965
	Iteration 22Q: 3 clusters Score -1002768 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1002825.625000 Penalty: 3019.813965
	Iteration 23Q: 3 clusters Score -1002826 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1002874.937500 Penalty: 3019.813965
	Iteration 24Q: 3 clusters Score -1002875 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1002924.000000 Penalty: 3019.813965
	Iteration 25Q: 3 clusters Score -1002924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1002963.437500 Penalty: 3019.813965
	Iteration 26Q: 3 clusters Score -1002963 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1002993.937500 Penalty: 3019.813965
	Iteration 27Q: 3 clusters Score -1002994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1003015.750000 Penalty: 3019.813965
	Iteration 28Q: 3 clusters Score -1003016 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1003036.312500 Penalty: 3019.813965
	Iteration 29Q: 3 clusters Score -1003036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1003060.687500 Penalty: 3019.813965
	Iteration 30Q: 3 clusters Score -1003061 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1003082.625000 Penalty: 3019.813965
	Iteration 31Q: 3 clusters Score -1003083 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1003107.812500 Penalty: 3019.813965
	Iteration 32Q: 3 clusters Score -1003108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1003128.625000 Penalty: 3019.813965
	Iteration 33Q: 3 clusters Score -1003129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1003146.687500 Penalty: 3019.813965
	Iteration 34Q: 3 clusters Score -1003147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1003162.250000 Penalty: 3019.813965
	Iteration 35Q: 3 clusters Score -1003162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1003172.375000 Penalty: 3019.813965
	Iteration 36Q: 3 clusters Score -1003172 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1003183.187500 Penalty: 3019.813965
	Iteration 37Q: 3 clusters Score -1003183 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1003196.125000 Penalty: 3019.813965
	Iteration 38Q: 3 clusters Score -1003196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1003206.625000 Penalty: 3019.813965
	Iteration 39Q: 3 clusters Score -1003207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1003212.875000 Penalty: 3019.813965
	Iteration 40F: 3 clusters Score -1003213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1003219.062500 Penalty: 3019.813965
	Iteration 41Q: 3 clusters Score -1003219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1003230.375000 Penalty: 3019.813965
	Iteration 42Q: 3 clusters Score -1003230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1003235.750000 Penalty: 3019.813965
	Iteration 43Q: 3 clusters Score -1003236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1003242.500000 Penalty: 3019.813965
	Iteration 44Q: 3 clusters Score -1003242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1003248.500000 Penalty: 3019.813965
	Iteration 45Q: 3 clusters Score -1003248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1003253.687500 Penalty: 3019.813965
	Iteration 46Q: 3 clusters Score -1003254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1003263.812500 Penalty: 3019.813965
	Iteration 47Q: 3 clusters Score -1003264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1003269.250000 Penalty: 3019.813965
	Iteration 48Q: 3 clusters Score -1003269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1003272.500000 Penalty: 3019.813965
	Iteration 49Q: 3 clusters Score -1003272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1003276.062500 Penalty: 3019.813965
	Iteration 50Q: 3 clusters Score -1003276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1003278.687500 Penalty: 3019.813965
	Iteration 51Q: 3 clusters Score -1003279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1003282.937500 Penalty: 3019.813965
	Iteration 52Q: 3 clusters Score -1003283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1003287.187500 Penalty: 3019.813965
	Iteration 53Q: 3 clusters Score -1003287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1003287.062500 Penalty: 3019.813965
	Iteration 54Q: 3 clusters Score -1003287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1003291.812500 Penalty: 3019.813965
	Iteration 55Q: 3 clusters Score -1003292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1003295.375000 Penalty: 3019.813965
	Iteration 56Q: 3 clusters Score -1003295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1003301.312500 Penalty: 3019.813965
	Iteration 57Q: 3 clusters Score -1003301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1003302.937500 Penalty: 3019.813965
	Iteration 58Q: 3 clusters Score -1003303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1003303.875000 Penalty: 3019.813965
	Iteration 59Q: 3 clusters Score -1003304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1003304.937500 Penalty: 3019.813965
	Iteration 60F: 3 clusters Score -1003305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1003307.000000 Penalty: 3019.813965
	Iteration 61Q: 3 clusters Score -1003307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1003307.250000 Penalty: 3019.813965
	Iteration 62Q: 3 clusters Score -1003307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1003307.250000 Penalty: 3019.813965
	Iteration 63F: 3 clusters Score -1003307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Entering Unmasked Estep 
Score: -2453074.250000 Penalty: 1650.519531
	Iteration 0F: 2 clusters Score -2453074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2435478.000000 Penalty: 3301.039062
	Iteration 0F: 3 clusters Score -2435478 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2442381.750000 Penalty: 3301.039062
	Iteration 1F: 3 clusters Score -2442382 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2443412.750000 Penalty: 3301.039062
	Iteration 2F: 3 clusters Score -2443413 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2444829.000000 Penalty: 3301.039062
	Iteration 3F: 3 clusters Score -2444829 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2446368.250000 Penalty: 3301.039062
	Iteration 4F: 3 clusters Score -2446368 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2447596.000000 Penalty: 3301.039062
	Iteration 5F: 3 clusters Score -2447596 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2448492.750000 Penalty: 3301.039062
	Iteration 6F: 3 clusters Score -2448493 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2449132.500000 Penalty: 3301.039062
	Iteration 7Q: 3 clusters Score -2449132 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2449603.500000 Penalty: 3301.039062
	Iteration 8Q: 3 clusters Score -2449604 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2449979.750000 Penalty: 3301.039062
	Iteration 9Q: 3 clusters Score -2449980 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2450247.750000 Penalty: 3301.039062
	Iteration 10Q: 3 clusters Score -2450248 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2450430.500000 Penalty: 3301.039062
	Iteration 11Q: 3 clusters Score -2450430 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2450533.000000 Penalty: 3301.039062
	Iteration 12Q: 3 clusters Score -2450533 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2450586.000000 Penalty: 3301.039062
	Iteration 13Q: 3 clusters Score -2450586 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2450625.250000 Penalty: 3301.039062
	Iteration 14Q: 3 clusters Score -2450625 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2450670.750000 Penalty: 3301.039062
	Iteration 15Q: 3 clusters Score -2450671 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2450692.000000 Penalty: 3301.039062
	Iteration 16Q: 3 clusters Score -2450692 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2450731.750000 Penalty: 3301.039062
	Iteration 17Q: 3 clusters Score -2450732 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2450749.250000 Penalty: 3301.039062
	Iteration 18Q: 3 clusters Score -2450749 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2450778.500000 Penalty: 3301.039062
	Iteration 19Q: 3 clusters Score -2450778 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2450799.000000 Penalty: 3301.039062
	Iteration 20F: 3 clusters Score -2450799 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2450825.750000 Penalty: 3301.039062
	Iteration 21Q: 3 clusters Score -2450826 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2450839.500000 Penalty: 3301.039062
	Iteration 22Q: 3 clusters Score -2450840 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2450852.500000 Penalty: 3301.039062
	Iteration 23Q: 3 clusters Score -2450852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2450868.750000 Penalty: 3301.039062
	Iteration 24Q: 3 clusters Score -2450869 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2450885.000000 Penalty: 3301.039062
	Iteration 25Q: 3 clusters Score -2450885 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2450897.000000 Penalty: 3301.039062
	Iteration 26Q: 3 clusters Score -2450897 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2450915.500000 Penalty: 3301.039062
	Iteration 27Q: 3 clusters Score -2450916 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2450939.000000 Penalty: 3301.039062
	Iteration 28Q: 3 clusters Score -2450939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2450964.000000 Penalty: 3301.039062
	Iteration 29Q: 3 clusters Score -2450964 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2450982.000000 Penalty: 3301.039062
	Iteration 30Q: 3 clusters Score -2450982 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2451013.000000 Penalty: 3301.039062
	Iteration 31Q: 3 clusters Score -2451013 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2451036.500000 Penalty: 3301.039062
	Iteration 32Q: 3 clusters Score -2451036 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2451060.500000 Penalty: 3301.039062
	Iteration 33Q: 3 clusters Score -2451060 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2451086.500000 Penalty: 3301.039062
	Iteration 34Q: 3 clusters Score -2451086 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2451091.750000 Penalty: 3301.039062
	Iteration 35Q: 3 clusters Score -2451092 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2451112.500000 Penalty: 3301.039062
	Iteration 36Q: 3 clusters Score -2451112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2451140.500000 Penalty: 3301.039062
	Iteration 37Q: 3 clusters Score -2451140 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2451164.750000 Penalty: 3301.039062
	Iteration 38Q: 3 clusters Score -2451165 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2451191.000000 Penalty: 3301.039062
	Iteration 39Q: 3 clusters Score -2451191 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2451218.250000 Penalty: 3301.039062
	Iteration 40F: 3 clusters Score -2451218 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2451245.500000 Penalty: 3301.039062
	Iteration 41Q: 3 clusters Score -2451246 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2451264.500000 Penalty: 3301.039062
	Iteration 42Q: 3 clusters Score -2451264 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2451269.500000 Penalty: 3301.039062
	Iteration 43Q: 3 clusters Score -2451270 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2451285.250000 Penalty: 3301.039062
	Iteration 44Q: 3 clusters Score -2451285 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2451291.500000 Penalty: 3301.039062
	Iteration 45Q: 3 clusters Score -2451292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2451299.000000 Penalty: 3301.039062
	Iteration 46Q: 3 clusters Score -2451299 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2451312.750000 Penalty: 3301.039062
	Iteration 47Q: 3 clusters Score -2451313 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2451315.750000 Penalty: 3301.039062
	Iteration 48Q: 3 clusters Score -2451316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2451325.000000 Penalty: 3301.039062
	Iteration 49Q: 3 clusters Score -2451325 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2451317.750000 Penalty: 3301.039062
	Iteration 50Q: 3 clusters Score -2451318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2451329.500000 Penalty: 3301.039062
	Iteration 51Q: 3 clusters Score -2451330 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2451336.250000 Penalty: 3301.039062
	Iteration 52Q: 3 clusters Score -2451336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2451338.250000 Penalty: 3301.039062
	Iteration 53Q: 3 clusters Score -2451338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2451344.000000 Penalty: 3301.039062
	Iteration 54Q: 3 clusters Score -2451344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2451341.000000 Penalty: 3301.039062
	Iteration 55Q: 3 clusters Score -2451341 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2451348.500000 Penalty: 3301.039062
	Iteration 56Q: 3 clusters Score -2451348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2451354.750000 Penalty: 3301.039062
	Iteration 57Q: 3 clusters Score -2451355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2451359.250000 Penalty: 3301.039062
	Iteration 58Q: 3 clusters Score -2451359 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2451362.250000 Penalty: 3301.039062
	Iteration 59Q: 3 clusters Score -2451362 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -2451371.750000 Penalty: 3301.039062
	Iteration 60F: 3 clusters Score -2451372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2451367.750000 Penalty: 3301.039062
	Iteration 61Q: 3 clusters Score -2451368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2451377.000000 Penalty: 3301.039062
	Iteration 62Q: 3 clusters Score -2451377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2451368.500000 Penalty: 3301.039062
	Iteration 63Q: 3 clusters Score -2451368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2451370.500000 Penalty: 3301.039062
	Iteration 64Q: 3 clusters Score -2451370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2451369.250000 Penalty: 3301.039062
	Iteration 65Q: 3 clusters Score -2451369 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2451378.000000 Penalty: 3301.039062
	Iteration 66Q: 3 clusters Score -2451378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2451380.000000 Penalty: 3301.039062
	Iteration 67Q: 3 clusters Score -2451380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2451383.750000 Penalty: 3301.039062
	Iteration 68Q: 3 clusters Score -2451384 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2451383.000000 Penalty: 3301.039062
	Iteration 69Q: 3 clusters Score -2451383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2451386.500000 Penalty: 3301.039062
	Iteration 70Q: 3 clusters Score -2451386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2451383.500000 Penalty: 3301.039062
	Iteration 71Q: 3 clusters Score -2451384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2451389.250000 Penalty: 3301.039062
	Iteration 72Q: 3 clusters Score -2451389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2451391.750000 Penalty: 3301.039062
	Iteration 73Q: 3 clusters Score -2451392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2451400.000000 Penalty: 3301.039062
	Iteration 74Q: 3 clusters Score -2451400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2451400.500000 Penalty: 3301.039062
	Iteration 75Q: 3 clusters Score -2451400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2451397.250000 Penalty: 3301.039062
	Iteration 76Q: 3 clusters Score -2451397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2451396.500000 Penalty: 3301.039062
	Iteration 77Q: 3 clusters Score -2451396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2451394.500000 Penalty: 3301.039062
	Iteration 78Q: 3 clusters Score -2451394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2451396.000000 Penalty: 3301.039062
	Iteration 79Q: 3 clusters Score -2451396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2451398.000000 Penalty: 3301.039062
	Iteration 80F: 3 clusters Score -2451398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2451400.750000 Penalty: 3301.039062
	Iteration 81Q: 3 clusters Score -2451401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2451402.500000 Penalty: 3301.039062
	Iteration 82Q: 3 clusters Score -2451402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2451399.250000 Penalty: 3301.039062
	Iteration 83Q: 3 clusters Score -2451399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2451399.750000 Penalty: 3301.039062
	Iteration 84Q: 3 clusters Score -2451400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2451400.000000 Penalty: 3301.039062
	Iteration 85Q: 3 clusters Score -2451400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2451400.750000 Penalty: 3301.039062
	Iteration 86Q: 3 clusters Score -2451401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2451400.250000 Penalty: 3301.039062
	Iteration 87Q: 3 clusters Score -2451400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2451397.750000 Penalty: 3301.039062
	Iteration 88Q: 3 clusters Score -2451398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -2451404.000000 Penalty: 3301.039062
	Iteration 89Q: 3 clusters Score -2451404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2451403.250000 Penalty: 3301.039062
	Iteration 90Q: 3 clusters Score -2451403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2451400.250000 Penalty: 3301.039062
	Iteration 91Q: 3 clusters Score -2451400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2451397.500000 Penalty: 3301.039062
	Iteration 92Q: 3 clusters Score -2451398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2451400.250000 Penalty: 3301.039062
	Iteration 93Q: 3 clusters Score -2451400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2451401.750000 Penalty: 3301.039062
	Iteration 94Q: 3 clusters Score -2451402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2451401.500000 Penalty: 3301.039062
	Iteration 95Q: 3 clusters Score -2451402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2451402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2451406.000000 Penalty: 3301.039062
	Iteration 97Q: 3 clusters Score -2451406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
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	Iteration 98F: 3 clusters Score -2451406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 5311 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114890 members 
Mstep: Class 5 contains 43457 members 
Mstep: Class 7 contains 10073 members 
Mstep: Class 8 contains 38853 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 5334 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 22327 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 151101 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 20 contains 10848 members 
Mstep: Class 21 contains 25772 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 20 clusters Score -5.238189e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 115034 members 
Mstep: Class 5 contains 42946 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 10000 members 
Mstep: Class 8 contains 39023 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 5331 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 22326 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 151140 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 20 contains 10847 members 
Mstep: Class 21 contains 25776 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 20 clusters Score -5.238255e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102872 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 115068 members 
Mstep: Class 5 contains 42592 members 
Mstep: Class 6 contains 5109 members 
Mstep: Class 7 contains 9953 members 
Mstep: Class 8 contains 39215 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 5324 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 7136 members 
Mstep: Class 14 contains 22326 members 
Mstep: Class 15 contains 4637 members 
Mstep: Class 16 contains 151165 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 20 contains 10846 members 
Mstep: Class 21 contains 25654 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 20 clusters Score -5.238268e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102858 members 
Mstep: Class 2 contains 5313 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 115087 members 
Mstep: Class 5 contains 42307 members 
Mstep: Class 6 contains 5294 members 
Mstep: Class 7 contains 9921 members 
Mstep: Class 8 contains 39410 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 5316 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 22323 members 
Mstep: Class 15 contains 4642 members 
Mstep: Class 16 contains 151187 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 20 contains 10847 members 
Mstep: Class 21 contains 25587 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 20 clusters Score -5.238296e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 5308 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 115088 members 
Mstep: Class 5 contains 42078 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 9893 members 
Mstep: Class 8 contains 39592 members 
Mstep: Class 9 contains 6401 members 
Mstep: Class 10 contains 5308 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 14 contains 22321 members 
Mstep: Class 15 contains 4647 members 
Mstep: Class 16 contains 151205 members 
Mstep: Class 18 contains 6180 members 
Mstep: Class 20 contains 10846 members 
Mstep: Class 21 contains 25521 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 20 clusters Score -5.238315e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102835 members 
Mstep: Class 2 contains 5306 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 115097 members 
Mstep: Class 5 contains 41901 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 9856 members 
Mstep: Class 8 contains 39747 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 5300 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 22321 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 16 contains 151205 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 20 contains 10843 members 
Mstep: Class 21 contains 25464 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 20 clusters Score -5.238328e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102828 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 115095 members 
Mstep: Class 5 contains 41755 members 
Mstep: Class 6 contains 5663 members 
Mstep: Class 7 contains 9827 members 
Mstep: Class 8 contains 39890 members 
Mstep: Class 9 contains 6390 members 
Mstep: Class 10 contains 5299 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7133 members 
Mstep: Class 14 contains 22320 members 
Mstep: Class 15 contains 4651 members 
Mstep: Class 16 contains 151203 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 20 contains 10840 members 
Mstep: Class 21 contains 25424 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 20 clusters Score -5.238336e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102818 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 115081 members 
Mstep: Class 5 contains 41644 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 9802 members 
Mstep: Class 8 contains 40016 members 
Mstep: Class 9 contains 6390 members 
Mstep: Class 10 contains 5296 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7131 members 
Mstep: Class 14 contains 22318 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 151206 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 20 contains 10837 members 
Mstep: Class 21 contains 25395 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 20 clusters Score -5.238349e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 115064 members 
Mstep: Class 5 contains 41547 members 
Mstep: Class 6 contains 5789 members 
Mstep: Class 7 contains 9771 members 
Mstep: Class 8 contains 40128 members 
Mstep: Class 9 contains 6392 members 
Mstep: Class 10 contains 5295 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7135 members 
Mstep: Class 14 contains 22318 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 151209 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 20 contains 10836 members 
Mstep: Class 21 contains 25363 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 20 clusters Score -5.238345e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 115039 members 
Mstep: Class 5 contains 41479 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 9735 members 
Mstep: Class 8 contains 40234 members 
Mstep: Class 9 contains 6396 members 
Mstep: Class 10 contains 5292 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7131 members 
Mstep: Class 14 contains 22318 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 151208 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 20 contains 10835 members 
Mstep: Class 21 contains 25335 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 88Q: 20 clusters Score -5.238354e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 115023 members 
Mstep: Class 5 contains 41399 members 
Mstep: Class 6 contains 5891 members 
Mstep: Class 7 contains 9711 members 
Mstep: Class 8 contains 40329 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 5289 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7131 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 151211 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 20 contains 10835 members 
Mstep: Class 21 contains 25322 members 
Entering Unmasked Estep 
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Iteration 89Q: 20 clusters Score -5.238365e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 115005 members 
Mstep: Class 5 contains 41351 members 
Mstep: Class 6 contains 5930 members 
Mstep: Class 7 contains 9681 members 
Mstep: Class 8 contains 40407 members 
Mstep: Class 9 contains 6394 members 
Mstep: Class 10 contains 5284 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 151216 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 25307 members 
Entering Unmasked Estep 
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Iteration 90Q: 20 clusters Score -5.238373e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 114985 members 
Mstep: Class 5 contains 41315 members 
Mstep: Class 6 contains 5956 members 
Mstep: Class 7 contains 9652 members 
Mstep: Class 8 contains 40482 members 
Mstep: Class 9 contains 6394 members 
Mstep: Class 10 contains 5284 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 151214 members 
Mstep: Class 18 contains 6183 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 25297 members 
Entering Unmasked Estep 
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Iteration 91Q: 20 clusters Score -5.238374e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 114970 members 
Mstep: Class 5 contains 41285 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 9622 members 
Mstep: Class 8 contains 40546 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 5283 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7126 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 151215 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 25282 members 
Entering Unmasked Estep 
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Iteration 92Q: 20 clusters Score -5.238378e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114966 members 
Mstep: Class 5 contains 41252 members 
Mstep: Class 6 contains 6010 members 
Mstep: Class 7 contains 9589 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 5279 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7129 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 151220 members 
Mstep: Class 18 contains 6186 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 25264 members 
Entering Unmasked Estep 
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Iteration 93Q: 20 clusters Score -5.238378e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114954 members 
Mstep: Class 5 contains 41234 members 
Mstep: Class 6 contains 6035 members 
Mstep: Class 7 contains 9566 members 
Mstep: Class 8 contains 40641 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 5279 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7130 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4658 members 
Mstep: Class 16 contains 151217 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 25249 members 
Entering Unmasked Estep 
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Iteration 94Q: 20 clusters Score -5.238375e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114943 members 
Mstep: Class 5 contains 41225 members 
Mstep: Class 6 contains 6044 members 
Mstep: Class 7 contains 9544 members 
Mstep: Class 8 contains 40682 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7129 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4658 members 
Mstep: Class 16 contains 151217 members 
Mstep: Class 18 contains 6188 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 25242 members 
Entering Unmasked Estep 
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Iteration 95Q: 20 clusters Score -5.238384e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114934 members 
Mstep: Class 5 contains 41213 members 
Mstep: Class 6 contains 6059 members 
Mstep: Class 7 contains 9528 members 
Mstep: Class 8 contains 40710 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 5276 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7131 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4658 members 
Mstep: Class 16 contains 151217 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 25235 members 
Entering Unmasked Estep 
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Iteration 96Q: 20 clusters Score -5.238382e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 5303 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114932 members 
Mstep: Class 5 contains 41206 members 
Mstep: Class 6 contains 6068 members 
Mstep: Class 7 contains 9521 members 
Mstep: Class 8 contains 40725 members 
Mstep: Class 9 contains 6396 members 
Mstep: Class 10 contains 5273 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4659 members 
Mstep: Class 16 contains 151219 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10834 members 
Mstep: Class 21 contains 25227 members 
Entering Unmasked Estep 
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Iteration 97Q: 20 clusters Score -5.238379e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 5303 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114928 members 
Mstep: Class 5 contains 41190 members 
Mstep: Class 6 contains 6079 members 
Mstep: Class 7 contains 9515 members 
Mstep: Class 8 contains 40742 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 5272 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7132 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4661 members 
Mstep: Class 16 contains 151220 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25223 members 
Entering Unmasked Estep 
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Iteration 98Q: 20 clusters Score -5.238372e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102801 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114925 members 
Mstep: Class 5 contains 41176 members 
Mstep: Class 6 contains 6085 members 
Mstep: Class 7 contains 9511 members 
Mstep: Class 8 contains 40757 members 
Mstep: Class 9 contains 6396 members 
Mstep: Class 10 contains 5270 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4663 members 
Mstep: Class 16 contains 151220 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383796.000000 Penalty: 40907.082031
Iteration 99Q: 20 clusters Score -5.23838e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102800 members 
Mstep: Class 2 contains 5305 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 114926 members 
Mstep: Class 5 contains 41166 members 
Mstep: Class 6 contains 6091 members 
Mstep: Class 7 contains 9502 members 
Mstep: Class 8 contains 40770 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7135 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 151222 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383812.000000 Penalty: 40907.082031
Iteration 100F: 20 clusters Score -5.238381e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 5305 members 
Mstep: Class 3 contains 5036 members 
Mstep: Class 4 contains 114924 members 
Mstep: Class 5 contains 41158 members 
Mstep: Class 6 contains 6102 members 
Mstep: Class 7 contains 9496 members 
Mstep: Class 8 contains 40779 members 
Mstep: Class 9 contains 6395 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4664 members 
Mstep: Class 16 contains 151222 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383808.000000 Penalty: 40907.082031
Iteration 101Q: 20 clusters Score -5.238381e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102804 members 
Mstep: Class 2 contains 5306 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 114922 members 
Mstep: Class 5 contains 41146 members 
Mstep: Class 6 contains 6111 members 
Mstep: Class 7 contains 9490 members 
Mstep: Class 8 contains 40789 members 
Mstep: Class 9 contains 6396 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 151221 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383852.000000 Penalty: 40907.082031
Iteration 102Q: 20 clusters Score -5.238385e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 5305 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114917 members 
Mstep: Class 5 contains 41134 members 
Mstep: Class 6 contains 6126 members 
Mstep: Class 7 contains 9485 members 
Mstep: Class 8 contains 40800 members 
Mstep: Class 9 contains 6396 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7134 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 151223 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383800.000000 Penalty: 40907.082031
Iteration 103Q: 20 clusters Score -5.23838e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114917 members 
Mstep: Class 5 contains 41116 members 
Mstep: Class 6 contains 6139 members 
Mstep: Class 7 contains 9478 members 
Mstep: Class 8 contains 40814 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7135 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4666 members 
Mstep: Class 16 contains 151225 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383792.000000 Penalty: 40907.082031
Iteration 104Q: 20 clusters Score -5.238379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114916 members 
Mstep: Class 5 contains 41102 members 
Mstep: Class 6 contains 6157 members 
Mstep: Class 7 contains 9474 members 
Mstep: Class 8 contains 40813 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7136 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151225 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383820.000000 Penalty: 40907.082031
Iteration 105Q: 20 clusters Score -5.238382e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114913 members 
Mstep: Class 5 contains 41087 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 7 contains 9476 members 
Mstep: Class 8 contains 40815 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5269 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7136 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151226 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383828.000000 Penalty: 40907.082031
Iteration 106Q: 20 clusters Score -5.238383e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114914 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 6178 members 
Mstep: Class 7 contains 9473 members 
Mstep: Class 8 contains 40819 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5268 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7136 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151229 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383808.000000 Penalty: 40907.082031
Iteration 107Q: 20 clusters Score -5.238381e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114920 members 
Mstep: Class 5 contains 41066 members 
Mstep: Class 6 contains 6185 members 
Mstep: Class 7 contains 9471 members 
Mstep: Class 8 contains 40818 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7136 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10833 members 
Mstep: Class 21 contains 25197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383800.000000 Penalty: 40907.082031
Iteration 108Q: 20 clusters Score -5.23838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114919 members 
Mstep: Class 5 contains 41062 members 
Mstep: Class 6 contains 6190 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40818 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383808.000000 Penalty: 40907.082031
Iteration 109Q: 20 clusters Score -5.238381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114919 members 
Mstep: Class 5 contains 41060 members 
Mstep: Class 6 contains 6194 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40818 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7136 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383804.000000 Penalty: 40907.082031
Iteration 110Q: 20 clusters Score -5.23838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102807 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114918 members 
Mstep: Class 5 contains 41058 members 
Mstep: Class 6 contains 6200 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40817 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383808.000000 Penalty: 40907.082031
Iteration 111Q: 20 clusters Score -5.238381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114919 members 
Mstep: Class 5 contains 41057 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40818 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383788.000000 Penalty: 40907.082031
Iteration 112Q: 20 clusters Score -5.238379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114917 members 
Mstep: Class 5 contains 41056 members 
Mstep: Class 6 contains 6203 members 
Mstep: Class 7 contains 9473 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383788.000000 Penalty: 40907.082031
Iteration 113Q: 20 clusters Score -5.238379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114916 members 
Mstep: Class 5 contains 41056 members 
Mstep: Class 6 contains 6205 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40823 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383788.000000 Penalty: 40907.082031
Iteration 114Q: 20 clusters Score -5.238379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114916 members 
Mstep: Class 5 contains 41053 members 
Mstep: Class 6 contains 6207 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40824 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383772.000000 Penalty: 40907.082031
Iteration 115Q: 20 clusters Score -5.238377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114917 members 
Mstep: Class 5 contains 41052 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40824 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 22317 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383752.000000 Penalty: 40907.082031
Iteration 116Q: 20 clusters Score -5.238375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114918 members 
Mstep: Class 5 contains 41049 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40824 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383736.000000 Penalty: 40907.082031
Iteration 117Q: 20 clusters Score -5.238374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114918 members 
Mstep: Class 5 contains 41047 members 
Mstep: Class 6 contains 6222 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40825 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383756.000000 Penalty: 40907.082031
Iteration 118Q: 20 clusters Score -5.238376e+07 nChanged 7
Entering ConstructFrom: 
Score: -52383756.000000 Penalty: 40907.082031
Entering ConstructFrom: 
Trying to split cluster 1 (102806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Entering Unmasked Estep 
Score: -9664506.000000 Penalty: 1875.347290
	Iteration 0F: 2 clusters Score -9664506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -9596041.000000 Penalty: 3750.694580
	Iteration 0F: 3 clusters Score -9596041 nChanged 49301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -9625380.000000 Penalty: 3750.694580
	Iteration 1F: 3 clusters Score -9625380 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57728 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -9626964.000000 Penalty: 3750.694580
	Iteration 2Q: 3 clusters Score -9626964 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61248 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -9629401.000000 Penalty: 3750.694580
	Iteration 3F: 3 clusters Score -9629401 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66005 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -9632753.000000 Penalty: 3750.694580
	Iteration 4F: 3 clusters Score -9632753 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71965 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -9637446.000000 Penalty: 3750.694580
	Iteration 5F: 3 clusters Score -9637446 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -9643037.000000 Penalty: 3750.694580
	Iteration 6F: 3 clusters Score -9643037 nChanged 7274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85657 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -9648882.000000 Penalty: 3750.694580
	Iteration 7F: 3 clusters Score -9648882 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91722 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -9653981.000000 Penalty: 3750.694580
	Iteration 8F: 3 clusters Score -9653981 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96201 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -9657592.000000 Penalty: 3750.694580
	Iteration 9Q: 3 clusters Score -9657592 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99103 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -9660057.000000 Penalty: 3750.694580
	Iteration 10Q: 3 clusters Score -9660057 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100876 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9661477.000000 Penalty: 3750.694580
	Iteration 11Q: 3 clusters Score -9661477 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101751 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9662171.000000 Penalty: 3750.694580
	Iteration 12Q: 3 clusters Score -9662171 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102146 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9662525.000000 Penalty: 3750.694580
	Iteration 13Q: 3 clusters Score -9662525 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102341 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9662674.000000 Penalty: 3750.694580
	Iteration 14Q: 3 clusters Score -9662674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102426 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9662784.000000 Penalty: 3750.694580
	Iteration 15Q: 3 clusters Score -9662784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102472 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9662827.000000 Penalty: 3750.694580
	Iteration 16Q: 3 clusters Score -9662827 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9662852.000000 Penalty: 3750.694580
	Iteration 17Q: 3 clusters Score -9662852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102497 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9662876.000000 Penalty: 3750.694580
	Iteration 18Q: 3 clusters Score -9662876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9662898.000000 Penalty: 3750.694580
	Iteration 19Q: 3 clusters Score -9662898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9662912.000000 Penalty: 3750.694580
	Iteration 20F: 3 clusters Score -9662912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9662919.000000 Penalty: 3750.694580
	Iteration 21Q: 3 clusters Score -9662919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9662920.000000 Penalty: 3750.694580
	Iteration 22Q: 3 clusters Score -9662920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9662923.000000 Penalty: 3750.694580
	Iteration 23Q: 3 clusters Score -9662923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102514 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9662926.000000 Penalty: 3750.694580
	Iteration 24Q: 3 clusters Score -9662926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9662932.000000 Penalty: 3750.694580
	Iteration 25Q: 3 clusters Score -9662932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102513 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9662932.000000 Penalty: 3750.694580
	Iteration 26F: 3 clusters Score -9662932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -475013.312500 Penalty: 1393.635254
	Iteration 0F: 2 clusters Score -475013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -470846.375000 Penalty: 2787.270508
	Iteration 0F: 3 clusters Score -470846.4 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -472018.843750 Penalty: 2787.270508
	Iteration 1F: 3 clusters Score -472018.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -472268.000000 Penalty: 2787.270508
	Iteration 2F: 3 clusters Score -472268 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -472503.343750 Penalty: 2787.270508
	Iteration 3F: 3 clusters Score -472503.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -472759.187500 Penalty: 2787.270508
	Iteration 4F: 3 clusters Score -472759.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -473004.062500 Penalty: 2787.270508
	Iteration 5F: 3 clusters Score -473004.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -473276.468750 Penalty: 2787.270508
	Iteration 6F: 3 clusters Score -473276.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -473601.062500 Penalty: 2787.270508
	Iteration 7F: 3 clusters Score -473601.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -473922.687500 Penalty: 2787.270508
	Iteration 8F: 3 clusters Score -473922.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -474185.531250 Penalty: 2787.270508
	Iteration 9Q: 3 clusters Score -474185.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -474379.125000 Penalty: 2787.270508
	Iteration 10Q: 3 clusters Score -474379.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -474495.437500 Penalty: 2787.270508
	Iteration 11Q: 3 clusters Score -474495.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -474540.843750 Penalty: 2787.270508
	Iteration 12Q: 3 clusters Score -474540.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -474557.187500 Penalty: 2787.270508
	Iteration 13Q: 3 clusters Score -474557.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -474567.750000 Penalty: 2787.270508
	Iteration 14Q: 3 clusters Score -474567.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -474573.562500 Penalty: 2787.270508
	Iteration 15Q: 3 clusters Score -474573.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -474576.656250 Penalty: 2787.270508
	Iteration 16Q: 3 clusters Score -474576.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -474579.281250 Penalty: 2787.270508
	Iteration 17Q: 3 clusters Score -474579.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -474580.281250 Penalty: 2787.270508
	Iteration 18Q: 3 clusters Score -474580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -474582.031250 Penalty: 2787.270508
	Iteration 19Q: 3 clusters Score -474582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -474583.937500 Penalty: 2787.270508
	Iteration 20F: 3 clusters Score -474583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -474583.250000 Penalty: 2787.270508
	Iteration 21Q: 3 clusters Score -474583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -474585.468750 Penalty: 2787.270508
	Iteration 22Q: 3 clusters Score -474585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -474585.875000 Penalty: 2787.270508
	Iteration 23Q: 3 clusters Score -474585.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -474585.875000 Penalty: 2787.270508
	Iteration 24F: 3 clusters Score -474585.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -476476.531250 Penalty: 1385.145264
	Iteration 0F: 2 clusters Score -476476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -472503.750000 Penalty: 2770.290527
	Iteration 0F: 3 clusters Score -472503.8 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -473592.656250 Penalty: 2770.290527
	Iteration 1F: 3 clusters Score -473592.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -473746.968750 Penalty: 2770.290527
	Iteration 2F: 3 clusters Score -473747 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -473842.718750 Penalty: 2770.290527
	Iteration 3Q: 3 clusters Score -473842.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -473946.093750 Penalty: 2770.290527
	Iteration 4Q: 3 clusters Score -473946.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -474020.281250 Penalty: 2770.290527
	Iteration 5Q: 3 clusters Score -474020.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -474087.218750 Penalty: 2770.290527
	Iteration 6Q: 3 clusters Score -474087.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -474152.031250 Penalty: 2770.290527
	Iteration 7Q: 3 clusters Score -474152 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -474222.750000 Penalty: 2770.290527
	Iteration 8Q: 3 clusters Score -474222.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -474307.343750 Penalty: 2770.290527
	Iteration 9Q: 3 clusters Score -474307.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -474403.687500 Penalty: 2770.290527
	Iteration 10Q: 3 clusters Score -474403.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -474513.781250 Penalty: 2770.290527
	Iteration 11Q: 3 clusters Score -474513.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -474643.125000 Penalty: 2770.290527
	Iteration 12Q: 3 clusters Score -474643.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -474783.968750 Penalty: 2770.290527
	Iteration 13Q: 3 clusters Score -474784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -474917.437500 Penalty: 2770.290527
	Iteration 14Q: 3 clusters Score -474917.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -475044.437500 Penalty: 2770.290527
	Iteration 15Q: 3 clusters Score -475044.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -475127.687500 Penalty: 2770.290527
	Iteration 16Q: 3 clusters Score -475127.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -475197.375000 Penalty: 2770.290527
	Iteration 17Q: 3 clusters Score -475197.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -475258.468750 Penalty: 2770.290527
	Iteration 18Q: 3 clusters Score -475258.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -475298.593750 Penalty: 2770.290527
	Iteration 19Q: 3 clusters Score -475298.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -475328.531250 Penalty: 2770.290527
	Iteration 20F: 3 clusters Score -475328.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -475345.218750 Penalty: 2770.290527
	Iteration 21Q: 3 clusters Score -475345.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -475365.843750 Penalty: 2770.290527
	Iteration 22Q: 3 clusters Score -475365.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -475387.593750 Penalty: 2770.290527
	Iteration 23Q: 3 clusters Score -475387.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -475400.187500 Penalty: 2770.290527
	Iteration 24Q: 3 clusters Score -475400.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -475410.843750 Penalty: 2770.290527
	Iteration 25Q: 3 clusters Score -475410.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -475416.937500 Penalty: 2770.290527
	Iteration 26Q: 3 clusters Score -475416.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -475419.468750 Penalty: 2770.290527
	Iteration 27Q: 3 clusters Score -475419.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -475421.656250 Penalty: 2770.290527
	Iteration 28Q: 3 clusters Score -475421.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -475428.843750 Penalty: 2770.290527
	Iteration 29Q: 3 clusters Score -475428.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -475434.406250 Penalty: 2770.290527
	Iteration 30Q: 3 clusters Score -475434.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -475439.375000 Penalty: 2770.290527
	Iteration 31Q: 3 clusters Score -475439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -475440.375000 Penalty: 2770.290527
	Iteration 32Q: 3 clusters Score -475440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -475444.812500 Penalty: 2770.290527
	Iteration 33Q: 3 clusters Score -475444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -475447.468750 Penalty: 2770.290527
	Iteration 34Q: 3 clusters Score -475447.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -475451.562500 Penalty: 2770.290527
	Iteration 35Q: 3 clusters Score -475451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -475454.625000 Penalty: 2770.290527
	Iteration 36Q: 3 clusters Score -475454.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -475458.281250 Penalty: 2770.290527
	Iteration 37Q: 3 clusters Score -475458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -475457.968750 Penalty: 2770.290527
	Iteration 38Q: 3 clusters Score -475458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -475459.875000 Penalty: 2770.290527
	Iteration 39Q: 3 clusters Score -475459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -475460.937500 Penalty: 2770.290527
	Iteration 40F: 3 clusters Score -475460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -475461.593750 Penalty: 2770.290527
	Iteration 41Q: 3 clusters Score -475461.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -475461.593750 Penalty: 2770.290527
	Iteration 42F: 3 clusters Score -475461.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114919 members 
Entering Unmasked Estep 
Score: -10794150.000000 Penalty: 1893.447266
	Iteration 0F: 2 clusters Score -1.079415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57238 members 
Mstep: Class 2 contains 57681 members 
Entering Unmasked Estep 
Score: -10717161.000000 Penalty: 3786.894531
	Iteration 0F: 3 clusters Score -1.071716e+07 nChanged 55166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -10749799.000000 Penalty: 3786.894531
	Iteration 1F: 3 clusters Score -1.07498e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -10751679.000000 Penalty: 3786.894531
	Iteration 2Q: 3 clusters Score -1.075168e+07 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 69884 members 
Entering Unmasked Estep 
Score: -10754514.000000 Penalty: 3786.894531
	Iteration 3Q: 3 clusters Score -1.075451e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 75486 members 
Entering Unmasked Estep 
Score: -10758618.000000 Penalty: 3786.894531
	Iteration 4F: 3 clusters Score -1.075862e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 82350 members 
Entering Unmasked Estep 
Score: -10764028.000000 Penalty: 3786.894531
	Iteration 5F: 3 clusters Score -1.076403e+07 nChanged 8579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 90483 members 
Entering Unmasked Estep 
Score: -10771168.000000 Penalty: 3786.894531
	Iteration 6F: 3 clusters Score -1.077117e+07 nChanged 8696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 98915 members 
Entering Unmasked Estep 
Score: -10779481.000000 Penalty: 3786.894531
	Iteration 7F: 3 clusters Score -1.077948e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 105526 members 
Entering Unmasked Estep 
Score: -10786250.000000 Penalty: 3786.894531
	Iteration 8F: 3 clusters Score -1.078625e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 109385 members 
Entering Unmasked Estep 
Score: -10790041.000000 Penalty: 3786.894531
	Iteration 9Q: 3 clusters Score -1.079004e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 111203 members 
Entering Unmasked Estep 
Score: -10791613.000000 Penalty: 3786.894531
	Iteration 10Q: 3 clusters Score -1.079161e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 112013 members 
Entering Unmasked Estep 
Score: -10792375.000000 Penalty: 3786.894531
	Iteration 11Q: 3 clusters Score -1.079238e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 112448 members 
Entering Unmasked Estep 
Score: -10792742.000000 Penalty: 3786.894531
	Iteration 12Q: 3 clusters Score -1.079274e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 112699 members 
Entering Unmasked Estep 
Score: -10792908.000000 Penalty: 3786.894531
	Iteration 13Q: 3 clusters Score -1.079291e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 112863 members 
Entering Unmasked Estep 
Score: -10793021.000000 Penalty: 3786.894531
	Iteration 14Q: 3 clusters Score -1.079302e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -10793166.000000 Penalty: 3786.894531
	Iteration 15Q: 3 clusters Score -1.079317e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 113070 members 
Entering Unmasked Estep 
Score: -10793259.000000 Penalty: 3786.894531
	Iteration 16Q: 3 clusters Score -1.079326e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 113141 members 
Entering Unmasked Estep 
Score: -10793363.000000 Penalty: 3786.894531
	Iteration 17Q: 3 clusters Score -1.079336e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 113211 members 
Entering Unmasked Estep 
Score: -10793470.000000 Penalty: 3786.894531
	Iteration 18Q: 3 clusters Score -1.079347e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 113246 members 
Entering Unmasked Estep 
Score: -10793523.000000 Penalty: 3786.894531
	Iteration 19Q: 3 clusters Score -1.079352e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 113260 members 
Entering Unmasked Estep 
Score: -10793556.000000 Penalty: 3786.894531
	Iteration 20F: 3 clusters Score -1.079356e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 113266 members 
Entering Unmasked Estep 
Score: -10793556.000000 Penalty: 3786.894531
	Iteration 21Q: 3 clusters Score -1.079356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 113270 members 
Entering Unmasked Estep 
Score: -10793570.000000 Penalty: 3786.894531
	Iteration 22Q: 3 clusters Score -1.079357e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 113281 members 
Entering Unmasked Estep 
Score: -10793582.000000 Penalty: 3786.894531
	Iteration 23Q: 3 clusters Score -1.079358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 113288 members 
Entering Unmasked Estep 
Score: -10793579.000000 Penalty: 3786.894531
	Iteration 24Q: 3 clusters Score -1.079358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 113292 members 
Entering Unmasked Estep 
Score: -10793570.000000 Penalty: 3786.894531
	Iteration 25Q: 3 clusters Score -1.079357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -10793579.000000 Penalty: 3786.894531
	Iteration 26Q: 3 clusters Score -1.079358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 113296 members 
Entering Unmasked Estep 
Score: -10793580.000000 Penalty: 3786.894531
	Iteration 27Q: 3 clusters Score -1.079358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 113299 members 
Entering Unmasked Estep 
Score: -10793580.000000 Penalty: 3786.894531
	Iteration 28Q: 3 clusters Score -1.079358e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 113307 members 
Entering Unmasked Estep 
Score: -10793583.000000 Penalty: 3786.894531
	Iteration 29Q: 3 clusters Score -1.079358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -10793586.000000 Penalty: 3786.894531
	Iteration 30Q: 3 clusters Score -1.079359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 113307 members 
Entering Unmasked Estep 
Score: -10793584.000000 Penalty: 3786.894531
	Iteration 31Q: 3 clusters Score -1.079358e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 113306 members 
Entering Unmasked Estep 
Score: -10793586.000000 Penalty: 3786.894531
	Iteration 32Q: 3 clusters Score -1.079359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 113301 members 
Entering Unmasked Estep 
Score: -10793590.000000 Penalty: 3786.894531
	Iteration 33Q: 3 clusters Score -1.079359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 113301 members 
Entering Unmasked Estep 
Score: -10793592.000000 Penalty: 3786.894531
	Iteration 34Q: 3 clusters Score -1.079359e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 113301 members 
Entering Unmasked Estep 
Score: -10793593.000000 Penalty: 3786.894531
	Iteration 35Q: 3 clusters Score -1.079359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -10793594.000000 Penalty: 3786.894531
	Iteration 36Q: 3 clusters Score -1.079359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 113300 members 
Entering Unmasked Estep 
Score: -10793594.000000 Penalty: 3786.894531
	Iteration 37F: 3 clusters Score -1.079359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Entering Unmasked Estep 
Score: -3950191.750000 Penalty: 1726.140015
	Iteration 0F: 2 clusters Score -3950192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -3922646.250000 Penalty: 3452.280029
	Iteration 0F: 3 clusters Score -3922646 nChanged 19046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3933279.000000 Penalty: 3452.280029
	Iteration 1F: 3 clusters Score -3933279 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3933739.250000 Penalty: 3452.280029
	Iteration 2Q: 3 clusters Score -3933739 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3934320.250000 Penalty: 3452.280029
	Iteration 3Q: 3 clusters Score -3934320 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -3935257.750000 Penalty: 3452.280029
	Iteration 4F: 3 clusters Score -3935258 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3936720.250000 Penalty: 3452.280029
	Iteration 5F: 3 clusters Score -3936720 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3938905.250000 Penalty: 3452.280029
	Iteration 6F: 3 clusters Score -3938905 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -3941861.750000 Penalty: 3452.280029
	Iteration 7F: 3 clusters Score -3941862 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -3944778.500000 Penalty: 3452.280029
	Iteration 8F: 3 clusters Score -3944778 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -3946692.250000 Penalty: 3452.280029
	Iteration 9F: 3 clusters Score -3946692 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -3947720.000000 Penalty: 3452.280029
	Iteration 10Q: 3 clusters Score -3947720 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -3948170.250000 Penalty: 3452.280029
	Iteration 11Q: 3 clusters Score -3948170 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -3948389.000000 Penalty: 3452.280029
	Iteration 12Q: 3 clusters Score -3948389 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -3948530.500000 Penalty: 3452.280029
	Iteration 13Q: 3 clusters Score -3948530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -3948601.750000 Penalty: 3452.280029
	Iteration 14Q: 3 clusters Score -3948602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -3948643.500000 Penalty: 3452.280029
	Iteration 15Q: 3 clusters Score -3948644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -3948667.250000 Penalty: 3452.280029
	Iteration 16Q: 3 clusters Score -3948667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -3948679.500000 Penalty: 3452.280029
	Iteration 17Q: 3 clusters Score -3948680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -3948695.250000 Penalty: 3452.280029
	Iteration 18Q: 3 clusters Score -3948695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -3948696.000000 Penalty: 3452.280029
	Iteration 19Q: 3 clusters Score -3948696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -3948704.750000 Penalty: 3452.280029
	Iteration 20F: 3 clusters Score -3948705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -3948721.750000 Penalty: 3452.280029
	Iteration 21Q: 3 clusters Score -3948722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -3948727.750000 Penalty: 3452.280029
	Iteration 22Q: 3 clusters Score -3948728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -3948727.750000 Penalty: 3452.280029
	Iteration 23Q: 3 clusters Score -3948728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -3948729.250000 Penalty: 3452.280029
	Iteration 24Q: 3 clusters Score -3948729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -3948729.000000 Penalty: 3452.280029
	Iteration 25Q: 3 clusters Score -3948729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -3948732.000000 Penalty: 3452.280029
	Iteration 26Q: 3 clusters Score -3948732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -3948731.000000 Penalty: 3452.280029
	Iteration 27Q: 3 clusters Score -3948731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -3948731.250000 Penalty: 3452.280029
	Iteration 28Q: 3 clusters Score -3948731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -3948734.500000 Penalty: 3452.280029
	Iteration 29Q: 3 clusters Score -3948734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -3948742.500000 Penalty: 3452.280029
	Iteration 30Q: 3 clusters Score -3948742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -3948747.750000 Penalty: 3452.280029
	Iteration 31Q: 3 clusters Score -3948748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -3948747.750000 Penalty: 3452.280029
	Iteration 32F: 3 clusters Score -3948748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Entering Unmasked Estep 
Score: -599780.937500 Penalty: 1419.627319
	Iteration 0F: 2 clusters Score -599780.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -595032.125000 Penalty: 2839.254639
	Iteration 0F: 3 clusters Score -595032.1 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -596429.250000 Penalty: 2839.254639
	Iteration 1F: 3 clusters Score -596429.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -596615.750000 Penalty: 2839.254639
	Iteration 2F: 3 clusters Score -596615.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -596757.500000 Penalty: 2839.254639
	Iteration 3F: 3 clusters Score -596757.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -596862.000000 Penalty: 2839.254639
	Iteration 4Q: 3 clusters Score -596862 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -596944.062500 Penalty: 2839.254639
	Iteration 5Q: 3 clusters Score -596944.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -597017.375000 Penalty: 2839.254639
	Iteration 6Q: 3 clusters Score -597017.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -597086.562500 Penalty: 2839.254639
	Iteration 7Q: 3 clusters Score -597086.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -597158.375000 Penalty: 2839.254639
	Iteration 8Q: 3 clusters Score -597158.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -597232.750000 Penalty: 2839.254639
	Iteration 9Q: 3 clusters Score -597232.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -597295.500000 Penalty: 2839.254639
	Iteration 10Q: 3 clusters Score -597295.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -597371.437500 Penalty: 2839.254639
	Iteration 11Q: 3 clusters Score -597371.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -597456.437500 Penalty: 2839.254639
	Iteration 12Q: 3 clusters Score -597456.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -597543.000000 Penalty: 2839.254639
	Iteration 13Q: 3 clusters Score -597543 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -597609.500000 Penalty: 2839.254639
	Iteration 14Q: 3 clusters Score -597609.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -597678.062500 Penalty: 2839.254639
	Iteration 15Q: 3 clusters Score -597678.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -597750.562500 Penalty: 2839.254639
	Iteration 16Q: 3 clusters Score -597750.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -597809.250000 Penalty: 2839.254639
	Iteration 17Q: 3 clusters Score -597809.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -597860.062500 Penalty: 2839.254639
	Iteration 18Q: 3 clusters Score -597860.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -597890.875000 Penalty: 2839.254639
	Iteration 19Q: 3 clusters Score -597890.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -597916.875000 Penalty: 2839.254639
	Iteration 20F: 3 clusters Score -597916.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -597945.000000 Penalty: 2839.254639
	Iteration 21Q: 3 clusters Score -597945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -597962.750000 Penalty: 2839.254639
	Iteration 22Q: 3 clusters Score -597962.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -597981.250000 Penalty: 2839.254639
	Iteration 23Q: 3 clusters Score -597981.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -598000.062500 Penalty: 2839.254639
	Iteration 24Q: 3 clusters Score -598000.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -598016.625000 Penalty: 2839.254639
	Iteration 25Q: 3 clusters Score -598016.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -598028.750000 Penalty: 2839.254639
	Iteration 26Q: 3 clusters Score -598028.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -598043.625000 Penalty: 2839.254639
	Iteration 27Q: 3 clusters Score -598043.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -598057.000000 Penalty: 2839.254639
	Iteration 28Q: 3 clusters Score -598057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -598068.500000 Penalty: 2839.254639
	Iteration 29Q: 3 clusters Score -598068.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -598080.250000 Penalty: 2839.254639
	Iteration 30Q: 3 clusters Score -598080.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -598087.312500 Penalty: 2839.254639
	Iteration 31Q: 3 clusters Score -598087.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -598095.687500 Penalty: 2839.254639
	Iteration 32Q: 3 clusters Score -598095.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -598109.812500 Penalty: 2839.254639
	Iteration 33Q: 3 clusters Score -598109.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -598127.187500 Penalty: 2839.254639
	Iteration 34Q: 3 clusters Score -598127.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -598138.250000 Penalty: 2839.254639
	Iteration 35Q: 3 clusters Score -598138.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -598146.000000 Penalty: 2839.254639
	Iteration 36Q: 3 clusters Score -598146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -598153.375000 Penalty: 2839.254639
	Iteration 37Q: 3 clusters Score -598153.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -598160.250000 Penalty: 2839.254639
	Iteration 38Q: 3 clusters Score -598160.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -598166.000000 Penalty: 2839.254639
	Iteration 39Q: 3 clusters Score -598166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -598168.125000 Penalty: 2839.254639
	Iteration 40F: 3 clusters Score -598168.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -598172.750000 Penalty: 2839.254639
	Iteration 41Q: 3 clusters Score -598172.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -598180.500000 Penalty: 2839.254639
	Iteration 42Q: 3 clusters Score -598180.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -598187.312500 Penalty: 2839.254639
	Iteration 43Q: 3 clusters Score -598187.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -598195.625000 Penalty: 2839.254639
	Iteration 44Q: 3 clusters Score -598195.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -598204.125000 Penalty: 2839.254639
	Iteration 45Q: 3 clusters Score -598204.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -598211.375000 Penalty: 2839.254639
	Iteration 46Q: 3 clusters Score -598211.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -598217.625000 Penalty: 2839.254639
	Iteration 47Q: 3 clusters Score -598217.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -598230.062500 Penalty: 2839.254639
	Iteration 48Q: 3 clusters Score -598230.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -598242.750000 Penalty: 2839.254639
	Iteration 49Q: 3 clusters Score -598242.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -598254.625000 Penalty: 2839.254639
	Iteration 50Q: 3 clusters Score -598254.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -598271.750000 Penalty: 2839.254639
	Iteration 51Q: 3 clusters Score -598271.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -598291.187500 Penalty: 2839.254639
	Iteration 52Q: 3 clusters Score -598291.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -598308.437500 Penalty: 2839.254639
	Iteration 53Q: 3 clusters Score -598308.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -598322.187500 Penalty: 2839.254639
	Iteration 54Q: 3 clusters Score -598322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -598331.312500 Penalty: 2839.254639
	Iteration 55Q: 3 clusters Score -598331.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -598336.312500 Penalty: 2839.254639
	Iteration 56Q: 3 clusters Score -598336.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -598342.312500 Penalty: 2839.254639
	Iteration 57Q: 3 clusters Score -598342.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -598349.250000 Penalty: 2839.254639
	Iteration 58Q: 3 clusters Score -598349.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -598356.000000 Penalty: 2839.254639
	Iteration 59Q: 3 clusters Score -598356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -598364.937500 Penalty: 2839.254639
	Iteration 60F: 3 clusters Score -598364.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -598375.500000 Penalty: 2839.254639
	Iteration 61Q: 3 clusters Score -598375.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -598383.375000 Penalty: 2839.254639
	Iteration 62Q: 3 clusters Score -598383.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -598389.437500 Penalty: 2839.254639
	Iteration 63Q: 3 clusters Score -598389.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -598391.812500 Penalty: 2839.254639
	Iteration 64Q: 3 clusters Score -598391.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -598395.312500 Penalty: 2839.254639
	Iteration 65Q: 3 clusters Score -598395.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -598400.437500 Penalty: 2839.254639
	Iteration 66Q: 3 clusters Score -598400.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -598405.250000 Penalty: 2839.254639
	Iteration 67Q: 3 clusters Score -598405.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -598409.000000 Penalty: 2839.254639
	Iteration 68Q: 3 clusters Score -598409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -598409.875000 Penalty: 2839.254639
	Iteration 69Q: 3 clusters Score -598409.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -598411.312500 Penalty: 2839.254639
	Iteration 70Q: 3 clusters Score -598411.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -598415.062500 Penalty: 2839.254639
	Iteration 71Q: 3 clusters Score -598415.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -598418.750000 Penalty: 2839.254639
	Iteration 72Q: 3 clusters Score -598418.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -598421.187500 Penalty: 2839.254639
	Iteration 73Q: 3 clusters Score -598421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -598424.125000 Penalty: 2839.254639
	Iteration 74Q: 3 clusters Score -598424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -598427.187500 Penalty: 2839.254639
	Iteration 75Q: 3 clusters Score -598427.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -598434.250000 Penalty: 2839.254639
	Iteration 76Q: 3 clusters Score -598434.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -598440.187500 Penalty: 2839.254639
	Iteration 77Q: 3 clusters Score -598440.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -598450.375000 Penalty: 2839.254639
	Iteration 78Q: 3 clusters Score -598450.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -598457.687500 Penalty: 2839.254639
	Iteration 79Q: 3 clusters Score -598457.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -598462.125000 Penalty: 2839.254639
	Iteration 80F: 3 clusters Score -598462.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -598465.687500 Penalty: 2839.254639
	Iteration 81Q: 3 clusters Score -598465.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -598470.625000 Penalty: 2839.254639
	Iteration 82Q: 3 clusters Score -598470.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -598478.625000 Penalty: 2839.254639
	Iteration 83Q: 3 clusters Score -598478.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -598486.500000 Penalty: 2839.254639
	Iteration 84Q: 3 clusters Score -598486.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -598494.000000 Penalty: 2839.254639
	Iteration 85Q: 3 clusters Score -598494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -598501.875000 Penalty: 2839.254639
	Iteration 86Q: 3 clusters Score -598501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -598503.062500 Penalty: 2839.254639
	Iteration 87Q: 3 clusters Score -598503.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -598506.500000 Penalty: 2839.254639
	Iteration 88Q: 3 clusters Score -598506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -598510.625000 Penalty: 2839.254639
	Iteration 89Q: 3 clusters Score -598510.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -598511.437500 Penalty: 2839.254639
	Iteration 90Q: 3 clusters Score -598511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -598514.000000 Penalty: 2839.254639
	Iteration 91Q: 3 clusters Score -598514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -598520.687500 Penalty: 2839.254639
	Iteration 92Q: 3 clusters Score -598520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -598521.437500 Penalty: 2839.254639
	Iteration 93Q: 3 clusters Score -598521.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -598523.000000 Penalty: 2839.254639
	Iteration 94Q: 3 clusters Score -598523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -598524.125000 Penalty: 2839.254639
	Iteration 95Q: 3 clusters Score -598524.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -598525.000000 Penalty: 2839.254639
	Iteration 96Q: 3 clusters Score -598525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -598524.562500 Penalty: 2839.254639
	Iteration 97Q: 3 clusters Score -598524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -598524.937500 Penalty: 2839.254639
	Iteration 98Q: 3 clusters Score -598524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -598524.125000 Penalty: 2839.254639
	Iteration 99Q: 3 clusters Score -598524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -598525.000000 Penalty: 2839.254639
	Iteration 100F: 3 clusters Score -598525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -598525.562500 Penalty: 2839.254639
	Iteration 101Q: 3 clusters Score -598525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -598526.500000 Penalty: 2839.254639
	Iteration 102Q: 3 clusters Score -598526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -598527.250000 Penalty: 2839.254639
	Iteration 103Q: 3 clusters Score -598527.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -598527.437500 Penalty: 2839.254639
	Iteration 104Q: 3 clusters Score -598527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -598527.812500 Penalty: 2839.254639
	Iteration 105Q: 3 clusters Score -598527.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -598527.937500 Penalty: 2839.254639
	Iteration 106Q: 3 clusters Score -598527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -598528.187500 Penalty: 2839.254639
	Iteration 107Q: 3 clusters Score -598528.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -598528.625000 Penalty: 2839.254639
	Iteration 108Q: 3 clusters Score -598528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -598531.250000 Penalty: 2839.254639
	Iteration 109Q: 3 clusters Score -598531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -598532.562500 Penalty: 2839.254639
	Iteration 110Q: 3 clusters Score -598532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -598534.000000 Penalty: 2839.254639
	Iteration 111Q: 3 clusters Score -598534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -598535.000000 Penalty: 2839.254639
	Iteration 112Q: 3 clusters Score -598535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -598534.375000 Penalty: 2839.254639
	Iteration 113Q: 3 clusters Score -598534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -598534.812500 Penalty: 2839.254639
	Iteration 114Q: 3 clusters Score -598534.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -598534.812500 Penalty: 2839.254639
	Iteration 115F: 3 clusters Score -598534.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Entering Unmasked Estep 
Score: -913906.937500 Penalty: 1487.865479
	Iteration 0F: 2 clusters Score -913906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -907099.812500 Penalty: 2975.730957
	Iteration 0F: 3 clusters Score -907099.8 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -909272.687500 Penalty: 2975.730957
	Iteration 1F: 3 clusters Score -909272.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -909548.187500 Penalty: 2975.730957
	Iteration 2F: 3 clusters Score -909548.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -909761.250000 Penalty: 2975.730957
	Iteration 3F: 3 clusters Score -909761.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -909956.000000 Penalty: 2975.730957
	Iteration 4Q: 3 clusters Score -909956 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -910154.312500 Penalty: 2975.730957
	Iteration 5Q: 3 clusters Score -910154.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -910334.625000 Penalty: 2975.730957
	Iteration 6Q: 3 clusters Score -910334.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -910508.875000 Penalty: 2975.730957
	Iteration 7Q: 3 clusters Score -910508.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -910682.062500 Penalty: 2975.730957
	Iteration 8Q: 3 clusters Score -910682.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -910850.437500 Penalty: 2975.730957
	Iteration 9Q: 3 clusters Score -910850.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -911030.062500 Penalty: 2975.730957
	Iteration 10Q: 3 clusters Score -911030.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -911215.187500 Penalty: 2975.730957
	Iteration 11Q: 3 clusters Score -911215.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -911406.687500 Penalty: 2975.730957
	Iteration 12Q: 3 clusters Score -911406.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -911615.375000 Penalty: 2975.730957
	Iteration 13Q: 3 clusters Score -911615.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -911808.062500 Penalty: 2975.730957
	Iteration 14Q: 3 clusters Score -911808.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -911947.437500 Penalty: 2975.730957
	Iteration 15Q: 3 clusters Score -911947.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -912045.187500 Penalty: 2975.730957
	Iteration 16Q: 3 clusters Score -912045.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -912124.250000 Penalty: 2975.730957
	Iteration 17Q: 3 clusters Score -912124.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -912192.062500 Penalty: 2975.730957
	Iteration 18Q: 3 clusters Score -912192.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -912259.000000 Penalty: 2975.730957
	Iteration 19Q: 3 clusters Score -912259 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -912315.187500 Penalty: 2975.730957
	Iteration 20F: 3 clusters Score -912315.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -912355.937500 Penalty: 2975.730957
	Iteration 21Q: 3 clusters Score -912355.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -912385.312500 Penalty: 2975.730957
	Iteration 22Q: 3 clusters Score -912385.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -912412.125000 Penalty: 2975.730957
	Iteration 23Q: 3 clusters Score -912412.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -912437.562500 Penalty: 2975.730957
	Iteration 24Q: 3 clusters Score -912437.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -912452.312500 Penalty: 2975.730957
	Iteration 25Q: 3 clusters Score -912452.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -912470.312500 Penalty: 2975.730957
	Iteration 26Q: 3 clusters Score -912470.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -912486.062500 Penalty: 2975.730957
	Iteration 27Q: 3 clusters Score -912486.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -912505.937500 Penalty: 2975.730957
	Iteration 28Q: 3 clusters Score -912505.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -912519.000000 Penalty: 2975.730957
	Iteration 29Q: 3 clusters Score -912519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -912534.187500 Penalty: 2975.730957
	Iteration 30Q: 3 clusters Score -912534.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -912554.187500 Penalty: 2975.730957
	Iteration 31Q: 3 clusters Score -912554.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -912570.500000 Penalty: 2975.730957
	Iteration 32Q: 3 clusters Score -912570.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -912589.250000 Penalty: 2975.730957
	Iteration 33Q: 3 clusters Score -912589.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -912605.125000 Penalty: 2975.730957
	Iteration 34Q: 3 clusters Score -912605.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -912624.312500 Penalty: 2975.730957
	Iteration 35Q: 3 clusters Score -912624.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -912637.875000 Penalty: 2975.730957
	Iteration 36Q: 3 clusters Score -912637.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -912649.750000 Penalty: 2975.730957
	Iteration 37Q: 3 clusters Score -912649.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -912665.750000 Penalty: 2975.730957
	Iteration 38Q: 3 clusters Score -912665.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -912678.625000 Penalty: 2975.730957
	Iteration 39Q: 3 clusters Score -912678.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -912682.500000 Penalty: 2975.730957
	Iteration 40F: 3 clusters Score -912682.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -912687.562500 Penalty: 2975.730957
	Iteration 41Q: 3 clusters Score -912687.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -912691.250000 Penalty: 2975.730957
	Iteration 42Q: 3 clusters Score -912691.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -912694.437500 Penalty: 2975.730957
	Iteration 43Q: 3 clusters Score -912694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -912694.250000 Penalty: 2975.730957
	Iteration 44Q: 3 clusters Score -912694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -912695.187500 Penalty: 2975.730957
	Iteration 45Q: 3 clusters Score -912695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -912694.937500 Penalty: 2975.730957
	Iteration 46Q: 3 clusters Score -912694.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -912696.437500 Penalty: 2975.730957
	Iteration 47Q: 3 clusters Score -912696.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -912696.437500 Penalty: 2975.730957
	Iteration 48F: 3 clusters Score -912696.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -3949364.500000 Penalty: 1725.282593
	Iteration 0F: 2 clusters Score -3949364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -3922144.750000 Penalty: 3450.565186
	Iteration 0F: 3 clusters Score -3922145 nChanged 18947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3932612.000000 Penalty: 3450.565186
	Iteration 1F: 3 clusters Score -3932612 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3933101.250000 Penalty: 3450.565186
	Iteration 2Q: 3 clusters Score -3933101 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -3933715.500000 Penalty: 3450.565186
	Iteration 3Q: 3 clusters Score -3933716 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3934545.000000 Penalty: 3450.565186
	Iteration 4Q: 3 clusters Score -3934545 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3935706.250000 Penalty: 3450.565186
	Iteration 5F: 3 clusters Score -3935706 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -3937346.250000 Penalty: 3450.565186
	Iteration 6F: 3 clusters Score -3937346 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3939307.750000 Penalty: 3450.565186
	Iteration 7F: 3 clusters Score -3939308 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -3941329.500000 Penalty: 3450.565186
	Iteration 8F: 3 clusters Score -3941330 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -3943090.500000 Penalty: 3450.565186
	Iteration 9F: 3 clusters Score -3943090 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34837 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3944440.750000 Penalty: 3450.565186
	Iteration 10Q: 3 clusters Score -3944441 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -3945408.500000 Penalty: 3450.565186
	Iteration 11Q: 3 clusters Score -3945408 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3946198.750000 Penalty: 3450.565186
	Iteration 12Q: 3 clusters Score -3946199 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3946791.750000 Penalty: 3450.565186
	Iteration 13Q: 3 clusters Score -3946792 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3947242.000000 Penalty: 3450.565186
	Iteration 14Q: 3 clusters Score -3947242 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3947583.750000 Penalty: 3450.565186
	Iteration 15Q: 3 clusters Score -3947584 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3947807.750000 Penalty: 3450.565186
	Iteration 16Q: 3 clusters Score -3947808 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3947960.000000 Penalty: 3450.565186
	Iteration 17Q: 3 clusters Score -3947960 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3948064.500000 Penalty: 3450.565186
	Iteration 18Q: 3 clusters Score -3948064 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3948150.500000 Penalty: 3450.565186
	Iteration 19Q: 3 clusters Score -3948150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3948195.750000 Penalty: 3450.565186
	Iteration 20F: 3 clusters Score -3948196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3948233.500000 Penalty: 3450.565186
	Iteration 21Q: 3 clusters Score -3948234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3948253.500000 Penalty: 3450.565186
	Iteration 22Q: 3 clusters Score -3948254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3948262.500000 Penalty: 3450.565186
	Iteration 23Q: 3 clusters Score -3948262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3948267.750000 Penalty: 3450.565186
	Iteration 24Q: 3 clusters Score -3948268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3948282.750000 Penalty: 3450.565186
	Iteration 25Q: 3 clusters Score -3948283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3948292.750000 Penalty: 3450.565186
	Iteration 26Q: 3 clusters Score -3948293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3948297.750000 Penalty: 3450.565186
	Iteration 27Q: 3 clusters Score -3948298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3948303.250000 Penalty: 3450.565186
	Iteration 28Q: 3 clusters Score -3948303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3948296.750000 Penalty: 3450.565186
	Iteration 29Q: 3 clusters Score -3948297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3948297.750000 Penalty: 3450.565186
	Iteration 30Q: 3 clusters Score -3948298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3948304.000000 Penalty: 3450.565186
	Iteration 31Q: 3 clusters Score -3948304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3948310.500000 Penalty: 3450.565186
	Iteration 32Q: 3 clusters Score -3948310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3948306.250000 Penalty: 3450.565186
	Iteration 33Q: 3 clusters Score -3948306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3948307.500000 Penalty: 3450.565186
	Iteration 34Q: 3 clusters Score -3948308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3948306.500000 Penalty: 3450.565186
	Iteration 35Q: 3 clusters Score -3948306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3948311.250000 Penalty: 3450.565186
	Iteration 36Q: 3 clusters Score -3948311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3948310.000000 Penalty: 3450.565186
	Iteration 37Q: 3 clusters Score -3948310 nChanged 1
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: -3948311.750000 Penalty: 3450.565186
	Iteration 38Q: 3 clusters Score -3948312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3948313.500000 Penalty: 3450.565186
	Iteration 39Q: 3 clusters Score -3948314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3948316.750000 Penalty: 3450.565186
	Iteration 40F: 3 clusters Score -3948317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -581348.125000 Penalty: 1424.133301
	Iteration 0F: 2 clusters Score -581348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -576520.437500 Penalty: 2848.266602
	Iteration 0F: 3 clusters Score -576520.4 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -577890.125000 Penalty: 2848.266602
	Iteration 1F: 3 clusters Score -577890.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -578103.125000 Penalty: 2848.266602
	Iteration 2F: 3 clusters Score -578103.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -578310.562500 Penalty: 2848.266602
	Iteration 3F: 3 clusters Score -578310.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -578513.750000 Penalty: 2848.266602
	Iteration 4F: 3 clusters Score -578513.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -578743.625000 Penalty: 2848.266602
	Iteration 5F: 3 clusters Score -578743.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -578958.562500 Penalty: 2848.266602
	Iteration 6F: 3 clusters Score -578958.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -579197.062500 Penalty: 2848.266602
	Iteration 7F: 3 clusters Score -579197.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -579409.625000 Penalty: 2848.266602
	Iteration 8Q: 3 clusters Score -579409.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -579564.687500 Penalty: 2848.266602
	Iteration 9Q: 3 clusters Score -579564.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -579709.625000 Penalty: 2848.266602
	Iteration 10Q: 3 clusters Score -579709.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -579820.062500 Penalty: 2848.266602
	Iteration 11Q: 3 clusters Score -579820.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -579892.687500 Penalty: 2848.266602
	Iteration 12Q: 3 clusters Score -579892.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -579951.187500 Penalty: 2848.266602
	Iteration 13Q: 3 clusters Score -579951.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -579988.312500 Penalty: 2848.266602
	Iteration 14Q: 3 clusters Score -579988.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -580019.125000 Penalty: 2848.266602
	Iteration 15Q: 3 clusters Score -580019.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -580043.375000 Penalty: 2848.266602
	Iteration 16Q: 3 clusters Score -580043.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -580067.437500 Penalty: 2848.266602
	Iteration 17Q: 3 clusters Score -580067.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -580100.125000 Penalty: 2848.266602
	Iteration 18Q: 3 clusters Score -580100.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -580125.812500 Penalty: 2848.266602
	Iteration 19Q: 3 clusters Score -580125.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -580158.437500 Penalty: 2848.266602
	Iteration 20F: 3 clusters Score -580158.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -580184.312500 Penalty: 2848.266602
	Iteration 21Q: 3 clusters Score -580184.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -580210.125000 Penalty: 2848.266602
	Iteration 22Q: 3 clusters Score -580210.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -580221.562500 Penalty: 2848.266602
	Iteration 23Q: 3 clusters Score -580221.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -580228.375000 Penalty: 2848.266602
	Iteration 24Q: 3 clusters Score -580228.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -580235.062500 Penalty: 2848.266602
	Iteration 25Q: 3 clusters Score -580235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -580237.312500 Penalty: 2848.266602
	Iteration 26Q: 3 clusters Score -580237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -580237.875000 Penalty: 2848.266602
	Iteration 27Q: 3 clusters Score -580237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -580240.375000 Penalty: 2848.266602
	Iteration 28Q: 3 clusters Score -580240.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -580241.500000 Penalty: 2848.266602
	Iteration 29Q: 3 clusters Score -580241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -580243.187500 Penalty: 2848.266602
	Iteration 30Q: 3 clusters Score -580243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -580243.500000 Penalty: 2848.266602
	Iteration 31Q: 3 clusters Score -580243.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -580243.187500 Penalty: 2848.266602
	Iteration 32Q: 3 clusters Score -580243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -580243.187500 Penalty: 2848.266602
	Iteration 33F: 3 clusters Score -580243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -459472.000000 Penalty: 1392.497559
	Iteration 0F: 2 clusters Score -459472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -455370.656250 Penalty: 2784.995117
	Iteration 0F: 3 clusters Score -455370.7 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -456597.031250 Penalty: 2784.995117
	Iteration 1F: 3 clusters Score -456597 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -456863.093750 Penalty: 2784.995117
	Iteration 2F: 3 clusters Score -456863.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -457121.906250 Penalty: 2784.995117
	Iteration 3F: 3 clusters Score -457121.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -457401.312500 Penalty: 2784.995117
	Iteration 4F: 3 clusters Score -457401.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -457667.531250 Penalty: 2784.995117
	Iteration 5F: 3 clusters Score -457667.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -457878.031250 Penalty: 2784.995117
	Iteration 6F: 3 clusters Score -457878 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -458067.281250 Penalty: 2784.995117
	Iteration 7Q: 3 clusters Score -458067.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -458228.750000 Penalty: 2784.995117
	Iteration 8Q: 3 clusters Score -458228.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -458376.500000 Penalty: 2784.995117
	Iteration 9Q: 3 clusters Score -458376.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -458474.718750 Penalty: 2784.995117
	Iteration 10Q: 3 clusters Score -458474.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -458565.343750 Penalty: 2784.995117
	Iteration 11Q: 3 clusters Score -458565.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -458640.062500 Penalty: 2784.995117
	Iteration 12Q: 3 clusters Score -458640.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -458718.781250 Penalty: 2784.995117
	Iteration 13Q: 3 clusters Score -458718.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -458828.750000 Penalty: 2784.995117
	Iteration 14Q: 3 clusters Score -458828.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -458969.312500 Penalty: 2784.995117
	Iteration 15Q: 3 clusters Score -458969.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -459161.875000 Penalty: 2784.995117
	Iteration 16Q: 3 clusters Score -459161.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -459291.500000 Penalty: 2784.995117
	Iteration 17Q: 3 clusters Score -459291.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -459337.875000 Penalty: 2784.995117
	Iteration 18Q: 3 clusters Score -459337.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -459357.968750 Penalty: 2784.995117
	Iteration 19Q: 3 clusters Score -459358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -459366.000000 Penalty: 2784.995117
	Iteration 20F: 3 clusters Score -459366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -459371.687500 Penalty: 2784.995117
	Iteration 21Q: 3 clusters Score -459371.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -459375.031250 Penalty: 2784.995117
	Iteration 22Q: 3 clusters Score -459375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -459376.781250 Penalty: 2784.995117
	Iteration 23Q: 3 clusters Score -459376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -459378.156250 Penalty: 2784.995117
	Iteration 24Q: 3 clusters Score -459378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -459378.468750 Penalty: 2784.995117
	Iteration 25Q: 3 clusters Score -459378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -459379.312500 Penalty: 2784.995117
	Iteration 26Q: 3 clusters Score -459379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -459380.843750 Penalty: 2784.995117
	Iteration 27Q: 3 clusters Score -459380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -459380.468750 Penalty: 2784.995117
	Iteration 28Q: 3 clusters Score -459380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -459381.343750 Penalty: 2784.995117
	Iteration 29Q: 3 clusters Score -459381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -459381.343750 Penalty: 2784.995117
	Iteration 30F: 3 clusters Score -459381.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -137663.703125 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -137663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135870.703125 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -135870.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -136288.156250 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -136288.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -136424.703125 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -136424.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -136499.375000 Penalty: 2399.190430
	Iteration 3F: 3 clusters Score -136499.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -136552.625000 Penalty: 2399.190430
	Iteration 4Q: 3 clusters Score -136552.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -136617.046875 Penalty: 2399.190430
	Iteration 5Q: 3 clusters Score -136617 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -136688.390625 Penalty: 2399.190430
	Iteration 6Q: 3 clusters Score -136688.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -136752.703125 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -136752.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -136821.781250 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -136821.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -136907.140625 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -136907.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -136972.234375 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -136972.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -137012.671875 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -137012.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -137027.250000 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -137027.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -137043.843750 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -137043.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -137056.031250 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -137056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -137061.359375 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -137061.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -137064.359375 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -137064.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -137067.703125 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -137067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -137071.406250 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -137071.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -137071.406250 Penalty: 2399.190430
	Iteration 19F: 3 clusters Score -137071.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -102638.406250 Penalty: 1151.594971
	Iteration 0F: 2 clusters Score -102638.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -101068.023438 Penalty: 2303.189941
	Iteration 0F: 3 clusters Score -101068 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -101436.937500 Penalty: 2303.189941
	Iteration 1F: 3 clusters Score -101436.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -101649.273438 Penalty: 2303.189941
	Iteration 2F: 3 clusters Score -101649.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -101829.109375 Penalty: 2303.189941
	Iteration 3F: 3 clusters Score -101829.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -101929.382812 Penalty: 2303.189941
	Iteration 4F: 3 clusters Score -101929.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -101977.242188 Penalty: 2303.189941
	Iteration 5Q: 3 clusters Score -101977.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -102027.804688 Penalty: 2303.189941
	Iteration 6Q: 3 clusters Score -102027.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -102065.046875 Penalty: 2303.189941
	Iteration 7Q: 3 clusters Score -102065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -102086.132812 Penalty: 2303.189941
	Iteration 8Q: 3 clusters Score -102086.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -102114.140625 Penalty: 2303.189941
	Iteration 9Q: 3 clusters Score -102114.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -102135.023438 Penalty: 2303.189941
	Iteration 10Q: 3 clusters Score -102135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -102152.695312 Penalty: 2303.189941
	Iteration 11Q: 3 clusters Score -102152.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -102168.492188 Penalty: 2303.189941
	Iteration 12Q: 3 clusters Score -102168.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -102180.843750 Penalty: 2303.189941
	Iteration 13Q: 3 clusters Score -102180.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -102196.664062 Penalty: 2303.189941
	Iteration 14Q: 3 clusters Score -102196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -102212.257812 Penalty: 2303.189941
	Iteration 15Q: 3 clusters Score -102212.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -102226.398438 Penalty: 2303.189941
	Iteration 16Q: 3 clusters Score -102226.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -102255.226562 Penalty: 2303.189941
	Iteration 17Q: 3 clusters Score -102255.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -102293.656250 Penalty: 2303.189941
	Iteration 18Q: 3 clusters Score -102293.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -102311.656250 Penalty: 2303.189941
	Iteration 19Q: 3 clusters Score -102311.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102328.523438 Penalty: 2303.189941
	Iteration 20F: 3 clusters Score -102328.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -102342.476562 Penalty: 2303.189941
	Iteration 21Q: 3 clusters Score -102342.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -102358.273438 Penalty: 2303.189941
	Iteration 22Q: 3 clusters Score -102358.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -102372.875000 Penalty: 2303.189941
	Iteration 23Q: 3 clusters Score -102372.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -102388.187500 Penalty: 2303.189941
	Iteration 24Q: 3 clusters Score -102388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -102393.359375 Penalty: 2303.189941
	Iteration 25Q: 3 clusters Score -102393.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -102401.304688 Penalty: 2303.189941
	Iteration 26Q: 3 clusters Score -102401.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -102416.328125 Penalty: 2303.189941
	Iteration 27Q: 3 clusters Score -102416.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -102433.242188 Penalty: 2303.189941
	Iteration 28Q: 3 clusters Score -102433.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -102448.609375 Penalty: 2303.189941
	Iteration 29Q: 3 clusters Score -102448.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -102474.851562 Penalty: 2303.189941
	Iteration 30Q: 3 clusters Score -102474.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -102518.875000 Penalty: 2303.189941
	Iteration 31Q: 3 clusters Score -102518.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -102677.562500 Penalty: 2303.189941
	Iteration 32Q: 3 clusters Score -102677.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -102777.156250 Penalty: 2303.189941
	Iteration 33Q: 3 clusters Score -102777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -102795.132812 Penalty: 2303.189941
	Iteration 34Q: 3 clusters Score -102795.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -102808.828125 Penalty: 2303.189941
	Iteration 35Q: 3 clusters Score -102808.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -102811.226562 Penalty: 2303.189941
	Iteration 36Q: 3 clusters Score -102811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -102812.804688 Penalty: 2303.189941
	Iteration 37Q: 3 clusters Score -102812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -102814.062500 Penalty: 2303.189941
	Iteration 38Q: 3 clusters Score -102814.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -102815.171875 Penalty: 2303.189941
	Iteration 39Q: 3 clusters Score -102815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -102816.273438 Penalty: 2303.189941
	Iteration 40F: 3 clusters Score -102816.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114919 members 
Mstep: Class 5 contains 41044 members 
Mstep: Class 6 contains 6224 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40828 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 467 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 17 contains 729 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25171 members 
Entering Unmasked Estep 
Score: -52382916.000000 Penalty: 43060.085938
Splitting cluster 12 changes total score from -52383756.000000 to -52382916.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Entering Unmasked Estep 
Score: -646126.875000 Penalty: 1441.893066
	Iteration 0F: 2 clusters Score -646126.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -640815.062500 Penalty: 2883.786133
	Iteration 0F: 3 clusters Score -640815.1 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -642356.000000 Penalty: 2883.786133
	Iteration 1F: 3 clusters Score -642356 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -642583.500000 Penalty: 2883.786133
	Iteration 2F: 3 clusters Score -642583.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -642769.625000 Penalty: 2883.786133
	Iteration 3F: 3 clusters Score -642769.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -642926.500000 Penalty: 2883.786133
	Iteration 4Q: 3 clusters Score -642926.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -643054.000000 Penalty: 2883.786133
	Iteration 5Q: 3 clusters Score -643054 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -643179.062500 Penalty: 2883.786133
	Iteration 6Q: 3 clusters Score -643179.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -643319.562500 Penalty: 2883.786133
	Iteration 7Q: 3 clusters Score -643319.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -643472.125000 Penalty: 2883.786133
	Iteration 8Q: 3 clusters Score -643472.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -643655.187500 Penalty: 2883.786133
	Iteration 9Q: 3 clusters Score -643655.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -643827.875000 Penalty: 2883.786133
	Iteration 10Q: 3 clusters Score -643827.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -644002.812500 Penalty: 2883.786133
	Iteration 11Q: 3 clusters Score -644002.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -644179.437500 Penalty: 2883.786133
	Iteration 12Q: 3 clusters Score -644179.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -644364.000000 Penalty: 2883.786133
	Iteration 13Q: 3 clusters Score -644364 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -644574.312500 Penalty: 2883.786133
	Iteration 14Q: 3 clusters Score -644574.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -644785.875000 Penalty: 2883.786133
	Iteration 15Q: 3 clusters Score -644785.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -644969.000000 Penalty: 2883.786133
	Iteration 16Q: 3 clusters Score -644969 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -645130.750000 Penalty: 2883.786133
	Iteration 17Q: 3 clusters Score -645130.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -645280.625000 Penalty: 2883.786133
	Iteration 18Q: 3 clusters Score -645280.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -645397.562500 Penalty: 2883.786133
	Iteration 19Q: 3 clusters Score -645397.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -645462.375000 Penalty: 2883.786133
	Iteration 20F: 3 clusters Score -645462.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -645494.875000 Penalty: 2883.786133
	Iteration 21Q: 3 clusters Score -645494.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -645517.062500 Penalty: 2883.786133
	Iteration 22Q: 3 clusters Score -645517.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -645536.750000 Penalty: 2883.786133
	Iteration 23Q: 3 clusters Score -645536.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -645544.875000 Penalty: 2883.786133
	Iteration 24Q: 3 clusters Score -645544.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -645553.125000 Penalty: 2883.786133
	Iteration 25Q: 3 clusters Score -645553.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -645556.812500 Penalty: 2883.786133
	Iteration 26Q: 3 clusters Score -645556.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -645559.187500 Penalty: 2883.786133
	Iteration 27Q: 3 clusters Score -645559.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -645560.000000 Penalty: 2883.786133
	Iteration 28Q: 3 clusters Score -645560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -645559.500000 Penalty: 2883.786133
	Iteration 29Q: 3 clusters Score -645559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -645560.750000 Penalty: 2883.786133
	Iteration 30Q: 3 clusters Score -645560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -645560.750000 Penalty: 2883.786133
	Iteration 31F: 3 clusters Score -645560.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Entering Unmasked Estep 
Score: -2155748.250000 Penalty: 1627.122192
	Iteration 0F: 2 clusters Score -2155748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2140612.000000 Penalty: 3254.244385
	Iteration 0F: 3 clusters Score -2140612 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2146268.500000 Penalty: 3254.244385
	Iteration 1F: 3 clusters Score -2146268 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -2146918.000000 Penalty: 3254.244385
	Iteration 2F: 3 clusters Score -2146918 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2147805.750000 Penalty: 3254.244385
	Iteration 3F: 3 clusters Score -2147806 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2148944.000000 Penalty: 3254.244385
	Iteration 4F: 3 clusters Score -2148944 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2150294.750000 Penalty: 3254.244385
	Iteration 5F: 3 clusters Score -2150295 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2151626.000000 Penalty: 3254.244385
	Iteration 6F: 3 clusters Score -2151626 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2152675.250000 Penalty: 3254.244385
	Iteration 7F: 3 clusters Score -2152675 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2153348.750000 Penalty: 3254.244385
	Iteration 8Q: 3 clusters Score -2153349 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2153748.250000 Penalty: 3254.244385
	Iteration 9Q: 3 clusters Score -2153748 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2154026.250000 Penalty: 3254.244385
	Iteration 10Q: 3 clusters Score -2154026 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2154197.750000 Penalty: 3254.244385
	Iteration 11Q: 3 clusters Score -2154198 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2154314.000000 Penalty: 3254.244385
	Iteration 12Q: 3 clusters Score -2154314 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2154416.000000 Penalty: 3254.244385
	Iteration 13Q: 3 clusters Score -2154416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2154484.750000 Penalty: 3254.244385
	Iteration 14Q: 3 clusters Score -2154485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2154522.000000 Penalty: 3254.244385
	Iteration 15Q: 3 clusters Score -2154522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2154536.250000 Penalty: 3254.244385
	Iteration 16Q: 3 clusters Score -2154536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -2154552.250000 Penalty: 3254.244385
	Iteration 17Q: 3 clusters Score -2154552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2154567.750000 Penalty: 3254.244385
	Iteration 18Q: 3 clusters Score -2154568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2154584.250000 Penalty: 3254.244385
	Iteration 19Q: 3 clusters Score -2154584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2154599.000000 Penalty: 3254.244385
	Iteration 20F: 3 clusters Score -2154599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2154605.500000 Penalty: 3254.244385
	Iteration 21Q: 3 clusters Score -2154606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2154612.750000 Penalty: 3254.244385
	Iteration 22Q: 3 clusters Score -2154613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2154619.250000 Penalty: 3254.244385
	Iteration 23Q: 3 clusters Score -2154619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2154620.750000 Penalty: 3254.244385
	Iteration 24Q: 3 clusters Score -2154621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2154620.500000 Penalty: 3254.244385
	Iteration 25Q: 3 clusters Score -2154620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2154622.000000 Penalty: 3254.244385
	Iteration 26Q: 3 clusters Score -2154622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2154624.000000 Penalty: 3254.244385
	Iteration 27Q: 3 clusters Score -2154624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2154625.500000 Penalty: 3254.244385
	Iteration 28Q: 3 clusters Score -2154626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2154628.750000 Penalty: 3254.244385
	Iteration 29Q: 3 clusters Score -2154629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2154625.500000 Penalty: 3254.244385
	Iteration 30Q: 3 clusters Score -2154626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2154630.250000 Penalty: 3254.244385
	Iteration 31Q: 3 clusters Score -2154630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2154631.000000 Penalty: 3254.244385
	Iteration 32Q: 3 clusters Score -2154631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2154631.000000 Penalty: 3254.244385
	Iteration 33F: 3 clusters Score -2154631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -399922.062500 Penalty: 1372.774536
	Iteration 0F: 2 clusters Score -399922.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -396107.187500 Penalty: 2745.549072
	Iteration 0F: 3 clusters Score -396107.2 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -397247.250000 Penalty: 2745.549072
	Iteration 1F: 3 clusters Score -397247.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -397522.500000 Penalty: 2745.549072
	Iteration 2F: 3 clusters Score -397522.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -397721.968750 Penalty: 2745.549072
	Iteration 3F: 3 clusters Score -397722 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -397906.531250 Penalty: 2745.549072
	Iteration 4F: 3 clusters Score -397906.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -398105.531250 Penalty: 2745.549072
	Iteration 5F: 3 clusters Score -398105.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -398305.531250 Penalty: 2745.549072
	Iteration 6Q: 3 clusters Score -398305.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -398488.031250 Penalty: 2745.549072
	Iteration 7Q: 3 clusters Score -398488 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -398663.687500 Penalty: 2745.549072
	Iteration 8Q: 3 clusters Score -398663.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -398799.062500 Penalty: 2745.549072
	Iteration 9Q: 3 clusters Score -398799.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -398923.562500 Penalty: 2745.549072
	Iteration 10Q: 3 clusters Score -398923.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -399039.312500 Penalty: 2745.549072
	Iteration 11Q: 3 clusters Score -399039.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -399120.156250 Penalty: 2745.549072
	Iteration 12Q: 3 clusters Score -399120.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -399173.031250 Penalty: 2745.549072
	Iteration 13Q: 3 clusters Score -399173 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -399195.312500 Penalty: 2745.549072
	Iteration 14Q: 3 clusters Score -399195.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -399209.531250 Penalty: 2745.549072
	Iteration 15Q: 3 clusters Score -399209.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -399222.531250 Penalty: 2745.549072
	Iteration 16Q: 3 clusters Score -399222.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -399233.125000 Penalty: 2745.549072
	Iteration 17Q: 3 clusters Score -399233.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -399243.281250 Penalty: 2745.549072
	Iteration 18Q: 3 clusters Score -399243.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -399253.656250 Penalty: 2745.549072
	Iteration 19Q: 3 clusters Score -399253.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -399262.125000 Penalty: 2745.549072
	Iteration 20F: 3 clusters Score -399262.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -399267.843750 Penalty: 2745.549072
	Iteration 21Q: 3 clusters Score -399267.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -399273.031250 Penalty: 2745.549072
	Iteration 22Q: 3 clusters Score -399273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -399276.343750 Penalty: 2745.549072
	Iteration 23Q: 3 clusters Score -399276.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -399278.625000 Penalty: 2745.549072
	Iteration 24Q: 3 clusters Score -399278.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -399279.937500 Penalty: 2745.549072
	Iteration 25Q: 3 clusters Score -399279.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -399281.218750 Penalty: 2745.549072
	Iteration 26Q: 3 clusters Score -399281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -399281.500000 Penalty: 2745.549072
	Iteration 27Q: 3 clusters Score -399281.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -399282.500000 Penalty: 2745.549072
	Iteration 28Q: 3 clusters Score -399282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -399282.625000 Penalty: 2745.549072
	Iteration 29Q: 3 clusters Score -399282.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -399282.625000 Penalty: 2745.549072
	Iteration 30F: 3 clusters Score -399282.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151231 members 
Entering Unmasked Estep 
Score: -14350062.000000 Penalty: 1938.066650
	Iteration 0F: 2 clusters Score -1.435006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75713 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -14249779.000000 Penalty: 3876.133301
	Iteration 0F: 3 clusters Score -1.424978e+07 nChanged 72749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78654 members 
Mstep: Class 2 contains 72577 members 
Entering Unmasked Estep 
Score: -14292911.000000 Penalty: 3876.133301
	Iteration 1F: 3 clusters Score -1.429291e+07 nChanged 4627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 70670 members 
Entering Unmasked Estep 
Score: -14294043.000000 Penalty: 3876.133301
	Iteration 2Q: 3 clusters Score -1.429404e+07 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 67668 members 
Entering Unmasked Estep 
Score: -14295567.000000 Penalty: 3876.133301
	Iteration 3Q: 3 clusters Score -1.429557e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88251 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -14298349.000000 Penalty: 3876.133301
	Iteration 4Q: 3 clusters Score -1.429835e+07 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95054 members 
Mstep: Class 2 contains 56177 members 
Entering Unmasked Estep 
Score: -14302743.000000 Penalty: 3876.133301
	Iteration 5F: 3 clusters Score -1.430274e+07 nChanged 10627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104117 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -14309703.000000 Penalty: 3876.133301
	Iteration 6F: 3 clusters Score -1.43097e+07 nChanged 11866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114813 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -14318836.000000 Penalty: 3876.133301
	Iteration 7F: 3 clusters Score -1.431884e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125296 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -14328134.000000 Penalty: 3876.133301
	Iteration 8F: 3 clusters Score -1.432813e+07 nChanged 8899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133815 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -14335192.000000 Penalty: 3876.133301
	Iteration 9F: 3 clusters Score -1.433519e+07 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140172 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -14340316.000000 Penalty: 3876.133301
	Iteration 10Q: 3 clusters Score -1.434032e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144668 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -14343826.000000 Penalty: 3876.133301
	Iteration 11Q: 3 clusters Score -1.434383e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147581 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -14346203.000000 Penalty: 3876.133301
	Iteration 12Q: 3 clusters Score -1.43462e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149072 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -14347425.000000 Penalty: 3876.133301
	Iteration 13Q: 3 clusters Score -1.434742e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149747 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -14348015.000000 Penalty: 3876.133301
	Iteration 14Q: 3 clusters Score -1.434802e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150042 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -14348342.000000 Penalty: 3876.133301
	Iteration 15Q: 3 clusters Score -1.434834e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -14348475.000000 Penalty: 3876.133301
	Iteration 16Q: 3 clusters Score -1.434848e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150247 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -14348547.000000 Penalty: 3876.133301
	Iteration 17Q: 3 clusters Score -1.434855e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150282 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -14348631.000000 Penalty: 3876.133301
	Iteration 18Q: 3 clusters Score -1.434863e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150295 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -14348682.000000 Penalty: 3876.133301
	Iteration 19Q: 3 clusters Score -1.434868e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14348696.000000 Penalty: 3876.133301
	Iteration 20F: 3 clusters Score -1.43487e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150296 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -14348752.000000 Penalty: 3876.133301
	Iteration 21Q: 3 clusters Score -1.434875e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150308 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -14348814.000000 Penalty: 3876.133301
	Iteration 22Q: 3 clusters Score -1.434881e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -14348869.000000 Penalty: 3876.133301
	Iteration 23Q: 3 clusters Score -1.434887e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150322 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -14348885.000000 Penalty: 3876.133301
	Iteration 24Q: 3 clusters Score -1.434888e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -14348916.000000 Penalty: 3876.133301
	Iteration 25Q: 3 clusters Score -1.434892e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -14348946.000000 Penalty: 3876.133301
	Iteration 26Q: 3 clusters Score -1.434895e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -14348951.000000 Penalty: 3876.133301
	Iteration 27Q: 3 clusters Score -1.434895e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150310 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -14348978.000000 Penalty: 3876.133301
	Iteration 28Q: 3 clusters Score -1.434898e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150306 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -14348992.000000 Penalty: 3876.133301
	Iteration 29Q: 3 clusters Score -1.434899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150303 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -14348992.000000 Penalty: 3876.133301
	Iteration 30Q: 3 clusters Score -1.434899e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150291 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -14349025.000000 Penalty: 3876.133301
	Iteration 31Q: 3 clusters Score -1.434902e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150292 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -14349031.000000 Penalty: 3876.133301
	Iteration 32Q: 3 clusters Score -1.434903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -14349052.000000 Penalty: 3876.133301
	Iteration 33Q: 3 clusters Score -1.434905e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150284 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -14349065.000000 Penalty: 3876.133301
	Iteration 34Q: 3 clusters Score -1.434906e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150285 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -14349070.000000 Penalty: 3876.133301
	Iteration 35Q: 3 clusters Score -1.434907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150280 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -14349080.000000 Penalty: 3876.133301
	Iteration 36Q: 3 clusters Score -1.434908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150273 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -14349083.000000 Penalty: 3876.133301
	Iteration 37Q: 3 clusters Score -1.434908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150272 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -14349090.000000 Penalty: 3876.133301
	Iteration 38Q: 3 clusters Score -1.434909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150267 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -14349094.000000 Penalty: 3876.133301
	Iteration 39Q: 3 clusters Score -1.434909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150262 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -14349089.000000 Penalty: 3876.133301
	Iteration 40F: 3 clusters Score -1.434909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150255 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -14349094.000000 Penalty: 3876.133301
	Iteration 41Q: 3 clusters Score -1.434909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150257 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -14349098.000000 Penalty: 3876.133301
	Iteration 42Q: 3 clusters Score -1.43491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -14349113.000000 Penalty: 3876.133301
	Iteration 43Q: 3 clusters Score -1.434911e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150243 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -14349123.000000 Penalty: 3876.133301
	Iteration 44Q: 3 clusters Score -1.434912e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150240 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14349127.000000 Penalty: 3876.133301
	Iteration 45Q: 3 clusters Score -1.434913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150238 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -14349135.000000 Penalty: 3876.133301
	Iteration 46Q: 3 clusters Score -1.434914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150239 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14349133.000000 Penalty: 3876.133301
	Iteration 47Q: 3 clusters Score -1.434913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150240 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -14349125.000000 Penalty: 3876.133301
	Iteration 48Q: 3 clusters Score -1.434912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150237 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -14349131.000000 Penalty: 3876.133301
	Iteration 49Q: 3 clusters Score -1.434913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -14349132.000000 Penalty: 3876.133301
	Iteration 50Q: 3 clusters Score -1.434913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150234 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -14349136.000000 Penalty: 3876.133301
	Iteration 51Q: 3 clusters Score -1.434914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150226 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -14349137.000000 Penalty: 3876.133301
	Iteration 52Q: 3 clusters Score -1.434914e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150217 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -14349144.000000 Penalty: 3876.133301
	Iteration 53Q: 3 clusters Score -1.434914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150215 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -14349157.000000 Penalty: 3876.133301
	Iteration 54Q: 3 clusters Score -1.434916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150209 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -14349150.000000 Penalty: 3876.133301
	Iteration 55Q: 3 clusters Score -1.434915e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150204 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -14349146.000000 Penalty: 3876.133301
	Iteration 56Q: 3 clusters Score -1.434915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150198 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14349149.000000 Penalty: 3876.133301
	Iteration 57Q: 3 clusters Score -1.434915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150192 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -14349145.000000 Penalty: 3876.133301
	Iteration 58Q: 3 clusters Score -1.434914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -14349148.000000 Penalty: 3876.133301
	Iteration 59Q: 3 clusters Score -1.434915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150187 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -14349154.000000 Penalty: 3876.133301
	Iteration 60F: 3 clusters Score -1.434915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150186 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14349153.000000 Penalty: 3876.133301
	Iteration 61Q: 3 clusters Score -1.434915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150187 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -14349155.000000 Penalty: 3876.133301
	Iteration 62Q: 3 clusters Score -1.434916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -14349152.000000 Penalty: 3876.133301
	Iteration 63Q: 3 clusters Score -1.434915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150190 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -14349156.000000 Penalty: 3876.133301
	Iteration 64Q: 3 clusters Score -1.434916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150189 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -14349148.000000 Penalty: 3876.133301
	Iteration 65Q: 3 clusters Score -1.434915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150187 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -14349146.000000 Penalty: 3876.133301
	Iteration 66Q: 3 clusters Score -1.434915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150186 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14349150.000000 Penalty: 3876.133301
	Iteration 67Q: 3 clusters Score -1.434915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150186 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -14349150.000000 Penalty: 3876.133301
	Iteration 68F: 3 clusters Score -1.434915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Entering Unmasked Estep 
Score: -575398.625000 Penalty: 1418.710938
	Iteration 0F: 2 clusters Score -575398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -570704.375000 Penalty: 2837.421875
	Iteration 0F: 3 clusters Score -570704.4 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -572221.750000 Penalty: 2837.421875
	Iteration 1F: 3 clusters Score -572221.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -572553.875000 Penalty: 2837.421875
	Iteration 2F: 3 clusters Score -572553.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -572844.937500 Penalty: 2837.421875
	Iteration 3F: 3 clusters Score -572844.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -573147.187500 Penalty: 2837.421875
	Iteration 4F: 3 clusters Score -573147.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -573440.625000 Penalty: 2837.421875
	Iteration 5F: 3 clusters Score -573440.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -573739.625000 Penalty: 2837.421875
	Iteration 6F: 3 clusters Score -573739.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -573986.187500 Penalty: 2837.421875
	Iteration 7Q: 3 clusters Score -573986.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -574159.062500 Penalty: 2837.421875
	Iteration 8Q: 3 clusters Score -574159.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -574272.687500 Penalty: 2837.421875
	Iteration 9Q: 3 clusters Score -574272.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -574393.375000 Penalty: 2837.421875
	Iteration 10Q: 3 clusters Score -574393.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -574493.250000 Penalty: 2837.421875
	Iteration 11Q: 3 clusters Score -574493.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -574580.812500 Penalty: 2837.421875
	Iteration 12Q: 3 clusters Score -574580.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -574681.250000 Penalty: 2837.421875
	Iteration 13Q: 3 clusters Score -574681.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -574776.750000 Penalty: 2837.421875
	Iteration 14Q: 3 clusters Score -574776.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -574867.187500 Penalty: 2837.421875
	Iteration 15Q: 3 clusters Score -574867.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -574945.375000 Penalty: 2837.421875
	Iteration 16Q: 3 clusters Score -574945.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -575025.812500 Penalty: 2837.421875
	Iteration 17Q: 3 clusters Score -575025.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -575084.875000 Penalty: 2837.421875
	Iteration 18Q: 3 clusters Score -575084.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -575142.500000 Penalty: 2837.421875
	Iteration 19Q: 3 clusters Score -575142.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -575181.375000 Penalty: 2837.421875
	Iteration 20F: 3 clusters Score -575181.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -575221.062500 Penalty: 2837.421875
	Iteration 21Q: 3 clusters Score -575221.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -575247.750000 Penalty: 2837.421875
	Iteration 22Q: 3 clusters Score -575247.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -575259.687500 Penalty: 2837.421875
	Iteration 23Q: 3 clusters Score -575259.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -575269.062500 Penalty: 2837.421875
	Iteration 24Q: 3 clusters Score -575269.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -575274.750000 Penalty: 2837.421875
	Iteration 25Q: 3 clusters Score -575274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -575278.687500 Penalty: 2837.421875
	Iteration 26Q: 3 clusters Score -575278.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -575284.500000 Penalty: 2837.421875
	Iteration 27Q: 3 clusters Score -575284.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -575286.937500 Penalty: 2837.421875
	Iteration 28Q: 3 clusters Score -575286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -575289.000000 Penalty: 2837.421875
	Iteration 29Q: 3 clusters Score -575289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -575293.500000 Penalty: 2837.421875
	Iteration 30Q: 3 clusters Score -575293.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -575294.500000 Penalty: 2837.421875
	Iteration 31Q: 3 clusters Score -575294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -575294.937500 Penalty: 2837.421875
	Iteration 32Q: 3 clusters Score -575294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -575296.312500 Penalty: 2837.421875
	Iteration 33Q: 3 clusters Score -575296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -575295.562500 Penalty: 2837.421875
	Iteration 34Q: 3 clusters Score -575295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -575296.062500 Penalty: 2837.421875
	Iteration 35Q: 3 clusters Score -575296.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -575297.125000 Penalty: 2837.421875
	Iteration 36Q: 3 clusters Score -575297.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -575297.187500 Penalty: 2837.421875
	Iteration 37Q: 3 clusters Score -575297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -575298.687500 Penalty: 2837.421875
	Iteration 38Q: 3 clusters Score -575298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -575299.000000 Penalty: 2837.421875
	Iteration 39Q: 3 clusters Score -575299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -575299.000000 Penalty: 2837.421875
	Iteration 40F: 3 clusters Score -575299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -575299.500000 Penalty: 2837.421875
	Iteration 41Q: 3 clusters Score -575299.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -575299.500000 Penalty: 2837.421875
	Iteration 42F: 3 clusters Score -575299.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Entering Unmasked Estep 
Score: -1003152.062500 Penalty: 1509.667358
	Iteration 0F: 2 clusters Score -1003152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -995461.562500 Penalty: 3019.334717
	Iteration 0F: 3 clusters Score -995461.6 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -997934.687500 Penalty: 3019.334717
	Iteration 1F: 3 clusters Score -997934.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -998250.187500 Penalty: 3019.334717
	Iteration 2F: 3 clusters Score -998250.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -998546.875000 Penalty: 3019.334717
	Iteration 3F: 3 clusters Score -998546.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -998849.437500 Penalty: 3019.334717
	Iteration 4F: 3 clusters Score -998849.4 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -999178.500000 Penalty: 3019.334717
	Iteration 5F: 3 clusters Score -999178.5 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -999543.625000 Penalty: 3019.334717
	Iteration 6F: 3 clusters Score -999543.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -999979.000000 Penalty: 3019.334717
	Iteration 7F: 3 clusters Score -999979 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1000469.750000 Penalty: 3019.334717
	Iteration 8F: 3 clusters Score -1000470 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1001001.062500 Penalty: 3019.334717
	Iteration 9Q: 3 clusters Score -1001001 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1001482.687500 Penalty: 3019.334717
	Iteration 10Q: 3 clusters Score -1001483 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1001823.750000 Penalty: 3019.334717
	Iteration 11Q: 3 clusters Score -1001824 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1001973.812500 Penalty: 3019.334717
	Iteration 12Q: 3 clusters Score -1001974 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1002026.000000 Penalty: 3019.334717
	Iteration 13Q: 3 clusters Score -1002026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1002059.250000 Penalty: 3019.334717
	Iteration 14Q: 3 clusters Score -1002059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1002073.812500 Penalty: 3019.334717
	Iteration 15Q: 3 clusters Score -1002074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1002081.875000 Penalty: 3019.334717
	Iteration 16Q: 3 clusters Score -1002082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1002087.312500 Penalty: 3019.334717
	Iteration 17Q: 3 clusters Score -1002087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1002092.812500 Penalty: 3019.334717
	Iteration 18Q: 3 clusters Score -1002093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1002095.937500 Penalty: 3019.334717
	Iteration 19Q: 3 clusters Score -1002096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1002096.500000 Penalty: 3019.334717
	Iteration 20F: 3 clusters Score -1002096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1002101.375000 Penalty: 3019.334717
	Iteration 21Q: 3 clusters Score -1002101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1002102.062500 Penalty: 3019.334717
	Iteration 22Q: 3 clusters Score -1002102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1002106.500000 Penalty: 3019.334717
	Iteration 23Q: 3 clusters Score -1002106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1002106.687500 Penalty: 3019.334717
	Iteration 24Q: 3 clusters Score -1002107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1002109.250000 Penalty: 3019.334717
	Iteration 25Q: 3 clusters Score -1002109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1002111.625000 Penalty: 3019.334717
	Iteration 26Q: 3 clusters Score -1002112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1002110.875000 Penalty: 3019.334717
	Iteration 27Q: 3 clusters Score -1002111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1002110.875000 Penalty: 3019.334717
	Iteration 28Q: 3 clusters Score -1002111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1002110.312500 Penalty: 3019.334717
	Iteration 29Q: 3 clusters Score -1002110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1002112.625000 Penalty: 3019.334717
	Iteration 30Q: 3 clusters Score -1002113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1002113.125000 Penalty: 3019.334717
	Iteration 31Q: 3 clusters Score -1002113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1002112.000000 Penalty: 3019.334717
	Iteration 32Q: 3 clusters Score -1002112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1002112.562500 Penalty: 3019.334717
	Iteration 33Q: 3 clusters Score -1002113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1002112.812500 Penalty: 3019.334717
	Iteration 34Q: 3 clusters Score -1002113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1002112.437500 Penalty: 3019.334717
	Iteration 35Q: 3 clusters Score -1002112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1002111.687500 Penalty: 3019.334717
	Iteration 36Q: 3 clusters Score -1002112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1002113.187500 Penalty: 3019.334717
	Iteration 37Q: 3 clusters Score -1002113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1002113.000000 Penalty: 3019.334717
	Iteration 38Q: 3 clusters Score -1002113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1002113.000000 Penalty: 3019.334717
	Iteration 39F: 3 clusters Score -1002113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Entering Unmasked Estep 
Score: -2396788.750000 Penalty: 1646.685303
	Iteration 0F: 2 clusters Score -2396789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2379744.250000 Penalty: 3293.370605
	Iteration 0F: 3 clusters Score -2379744 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2386061.000000 Penalty: 3293.370605
	Iteration 1F: 3 clusters Score -2386061 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2386494.000000 Penalty: 3293.370605
	Iteration 2Q: 3 clusters Score -2386494 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2386917.000000 Penalty: 3293.370605
	Iteration 3Q: 3 clusters Score -2386917 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2387437.000000 Penalty: 3293.370605
	Iteration 4Q: 3 clusters Score -2387437 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2388116.000000 Penalty: 3293.370605
	Iteration 5Q: 3 clusters Score -2388116 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -2389078.750000 Penalty: 3293.370605
	Iteration 6F: 3 clusters Score -2389079 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2390287.000000 Penalty: 3293.370605
	Iteration 7F: 3 clusters Score -2390287 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2391552.000000 Penalty: 3293.370605
	Iteration 8F: 3 clusters Score -2391552 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2392714.250000 Penalty: 3293.370605
	Iteration 9F: 3 clusters Score -2392714 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2393517.250000 Penalty: 3293.370605
	Iteration 10Q: 3 clusters Score -2393517 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2393934.250000 Penalty: 3293.370605
	Iteration 11Q: 3 clusters Score -2393934 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2394170.250000 Penalty: 3293.370605
	Iteration 12Q: 3 clusters Score -2394170 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -2394321.500000 Penalty: 3293.370605
	Iteration 13Q: 3 clusters Score -2394322 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2394420.500000 Penalty: 3293.370605
	Iteration 14Q: 3 clusters Score -2394420 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2394507.500000 Penalty: 3293.370605
	Iteration 15Q: 3 clusters Score -2394508 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2394577.500000 Penalty: 3293.370605
	Iteration 16Q: 3 clusters Score -2394578 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2394635.750000 Penalty: 3293.370605
	Iteration 17Q: 3 clusters Score -2394636 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2394673.750000 Penalty: 3293.370605
	Iteration 18Q: 3 clusters Score -2394674 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2394725.750000 Penalty: 3293.370605
	Iteration 19Q: 3 clusters Score -2394726 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2394766.250000 Penalty: 3293.370605
	Iteration 20F: 3 clusters Score -2394766 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2394791.500000 Penalty: 3293.370605
	Iteration 21Q: 3 clusters Score -2394792 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2394821.250000 Penalty: 3293.370605
	Iteration 22Q: 3 clusters Score -2394821 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2394838.500000 Penalty: 3293.370605
	Iteration 23Q: 3 clusters Score -2394838 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2394853.750000 Penalty: 3293.370605
	Iteration 24Q: 3 clusters Score -2394854 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2394871.500000 Penalty: 3293.370605
	Iteration 25Q: 3 clusters Score -2394872 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2394897.250000 Penalty: 3293.370605
	Iteration 26Q: 3 clusters Score -2394897 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2394902.750000 Penalty: 3293.370605
	Iteration 27Q: 3 clusters Score -2394903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2394903.000000 Penalty: 3293.370605
	Iteration 28Q: 3 clusters Score -2394903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2394920.000000 Penalty: 3293.370605
	Iteration 29Q: 3 clusters Score -2394920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2394927.000000 Penalty: 3293.370605
	Iteration 30Q: 3 clusters Score -2394927 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2394923.000000 Penalty: 3293.370605
	Iteration 31Q: 3 clusters Score -2394923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2394934.000000 Penalty: 3293.370605
	Iteration 32Q: 3 clusters Score -2394934 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2394936.500000 Penalty: 3293.370605
	Iteration 33Q: 3 clusters Score -2394936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2394944.750000 Penalty: 3293.370605
	Iteration 34Q: 3 clusters Score -2394945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2394946.000000 Penalty: 3293.370605
	Iteration 35Q: 3 clusters Score -2394946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2394949.000000 Penalty: 3293.370605
	Iteration 36Q: 3 clusters Score -2394949 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2394958.250000 Penalty: 3293.370605
	Iteration 37Q: 3 clusters Score -2394958 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2394959.500000 Penalty: 3293.370605
	Iteration 38Q: 3 clusters Score -2394960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2394961.500000 Penalty: 3293.370605
	Iteration 39Q: 3 clusters Score -2394962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2394974.250000 Penalty: 3293.370605
	Iteration 40F: 3 clusters Score -2394974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2394977.250000 Penalty: 3293.370605
	Iteration 41Q: 3 clusters Score -2394977 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2394989.250000 Penalty: 3293.370605
	Iteration 42Q: 3 clusters Score -2394989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2394993.750000 Penalty: 3293.370605
	Iteration 43Q: 3 clusters Score -2394994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2394995.500000 Penalty: 3293.370605
	Iteration 44Q: 3 clusters Score -2394996 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2394999.250000 Penalty: 3293.370605
	Iteration 45Q: 3 clusters Score -2394999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2395001.000000 Penalty: 3293.370605
	Iteration 46Q: 3 clusters Score -2395001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2395002.500000 Penalty: 3293.370605
	Iteration 47Q: 3 clusters Score -2395002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2395002.750000 Penalty: 3293.370605
	Iteration 48Q: 3 clusters Score -2395003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2395004.000000 Penalty: 3293.370605
	Iteration 49Q: 3 clusters Score -2395004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2395005.250000 Penalty: 3293.370605
	Iteration 50Q: 3 clusters Score -2395005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2395007.000000 Penalty: 3293.370605
	Iteration 51Q: 3 clusters Score -2395007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2395007.250000 Penalty: 3293.370605
	Iteration 52Q: 3 clusters Score -2395007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2395008.250000 Penalty: 3293.370605
	Iteration 53Q: 3 clusters Score -2395008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2395013.000000 Penalty: 3293.370605
	Iteration 54Q: 3 clusters Score -2395013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2395018.000000 Penalty: 3293.370605
	Iteration 55Q: 3 clusters Score -2395018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2395019.000000 Penalty: 3293.370605
	Iteration 56Q: 3 clusters Score -2395019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2395018.750000 Penalty: 3293.370605
	Iteration 57Q: 3 clusters Score -2395019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2395020.500000 Penalty: 3293.370605
	Iteration 58Q: 3 clusters Score -2395020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2395023.750000 Penalty: 3293.370605
	Iteration 59Q: 3 clusters Score -2395024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2395021.250000 Penalty: 3293.370605
	Iteration 60F: 3 clusters Score -2395021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2395030.000000 Penalty: 3293.370605
	Iteration 61Q: 3 clusters Score -2395030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2395030.000000 Penalty: 3293.370605
	Iteration 62Q: 3 clusters Score -2395030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2395035.000000 Penalty: 3293.370605
	Iteration 63Q: 3 clusters Score -2395035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2395033.500000 Penalty: 3293.370605
	Iteration 64Q: 3 clusters Score -2395034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2395034.000000 Penalty: 3293.370605
	Iteration 65Q: 3 clusters Score -2395034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2395039.000000 Penalty: 3293.370605
	Iteration 66Q: 3 clusters Score -2395039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2395039.250000 Penalty: 3293.370605
	Iteration 67Q: 3 clusters Score -2395039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2395043.000000 Penalty: 3293.370605
	Iteration 68Q: 3 clusters Score -2395043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2395046.000000 Penalty: 3293.370605
	Iteration 69Q: 3 clusters Score -2395046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2395050.250000 Penalty: 3293.370605
	Iteration 70Q: 3 clusters Score -2395050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2395047.250000 Penalty: 3293.370605
	Iteration 71Q: 3 clusters Score -2395047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2395040.500000 Penalty: 3293.370605
	Iteration 72Q: 3 clusters Score -2395040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2395044.250000 Penalty: 3293.370605
	Iteration 73Q: 3 clusters Score -2395044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2395047.250000 Penalty: 3293.370605
	Iteration 74Q: 3 clusters Score -2395047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2395047.000000 Penalty: 3293.370605
	Iteration 75Q: 3 clusters Score -2395047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2395044.750000 Penalty: 3293.370605
	Iteration 76Q: 3 clusters Score -2395045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2395045.250000 Penalty: 3293.370605
	Iteration 77Q: 3 clusters Score -2395045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2395043.750000 Penalty: 3293.370605
	Iteration 78Q: 3 clusters Score -2395044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2395047.500000 Penalty: 3293.370605
	Iteration 79Q: 3 clusters Score -2395048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2395047.750000 Penalty: 3293.370605
	Iteration 80F: 3 clusters Score -2395048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2395049.000000 Penalty: 3293.370605
	Iteration 81Q: 3 clusters Score -2395049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2395049.750000 Penalty: 3293.370605
	Iteration 82Q: 3 clusters Score -2395050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2395049.000000 Penalty: 3293.370605
	Iteration 83Q: 3 clusters Score -2395049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -2395049.000000 Penalty: 3293.370605
	Iteration 84F: 3 clusters Score -2395049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114919 members 
Mstep: Class 5 contains 41044 members 
Mstep: Class 6 contains 6224 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40828 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383764.000000 Penalty: 40907.082031
Iteration 119Q: 20 clusters Score -5.238376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114922 members 
Mstep: Class 5 contains 41041 members 
Mstep: Class 6 contains 6226 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40827 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383776.000000 Penalty: 40907.082031
Iteration 120F: 20 clusters Score -5.238378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114922 members 
Mstep: Class 5 contains 41038 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40827 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383764.000000 Penalty: 40907.082031
Iteration 121Q: 20 clusters Score -5.238376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114922 members 
Mstep: Class 5 contains 41031 members 
Mstep: Class 6 contains 6236 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40831 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7139 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383768.000000 Penalty: 40907.082031
Iteration 122Q: 20 clusters Score -5.238377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114922 members 
Mstep: Class 5 contains 41027 members 
Mstep: Class 6 contains 6237 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40835 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151231 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383788.000000 Penalty: 40907.082031
Iteration 123Q: 20 clusters Score -5.238379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114923 members 
Mstep: Class 5 contains 41024 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40835 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383780.000000 Penalty: 40907.082031
Iteration 124Q: 20 clusters Score -5.238378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114924 members 
Mstep: Class 5 contains 41024 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40834 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383792.000000 Penalty: 40907.082031
Iteration 125Q: 20 clusters Score -5.238379e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 114924 members 
Mstep: Class 5 contains 41024 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40834 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383792.000000 Penalty: 40907.082031
Iteration 126F: 20 clusters Score -5.238379e+07 nChanged 0
Entering ConstructFrom: 
Score: -52383792.000000 Penalty: 40907.082031
Entering ConstructFrom: 
Trying to split cluster 1 (102806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102806 members 
Entering Unmasked Estep 
Score: -9664506.000000 Penalty: 1875.347290
	Iteration 0F: 2 clusters Score -9664506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -9596011.000000 Penalty: 3750.694580
	Iteration 0F: 3 clusters Score -9596011 nChanged 49208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -9624334.000000 Penalty: 3750.694580
	Iteration 1F: 3 clusters Score -9624334 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51698 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -9624882.000000 Penalty: 3750.694580
	Iteration 2Q: 3 clusters Score -9624882 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -9625543.000000 Penalty: 3750.694580
	Iteration 3Q: 3 clusters Score -9625543 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -9626308.000000 Penalty: 3750.694580
	Iteration 4Q: 3 clusters Score -9626308 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -9627118.000000 Penalty: 3750.694580
	Iteration 5Q: 3 clusters Score -9627118 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -9628335.000000 Penalty: 3750.694580
	Iteration 6Q: 3 clusters Score -9628335 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -9629950.000000 Penalty: 3750.694580
	Iteration 7Q: 3 clusters Score -9629950 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -9632001.000000 Penalty: 3750.694580
	Iteration 8Q: 3 clusters Score -9632001 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -9634629.000000 Penalty: 3750.694580
	Iteration 9F: 3 clusters Score -9634629 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68947 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -9637897.000000 Penalty: 3750.694580
	Iteration 10F: 3 clusters Score -9637897 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74360 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -9641546.000000 Penalty: 3750.694580
	Iteration 11F: 3 clusters Score -9641546 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80367 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -9645874.000000 Penalty: 3750.694580
	Iteration 12F: 3 clusters Score -9645874 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86383 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -9650304.000000 Penalty: 3750.694580
	Iteration 13F: 3 clusters Score -9650304 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91661 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -9654444.000000 Penalty: 3750.694580
	Iteration 14F: 3 clusters Score -9654444 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95770 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -9657571.000000 Penalty: 3750.694580
	Iteration 15Q: 3 clusters Score -9657571 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98631 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -9659695.000000 Penalty: 3750.694580
	Iteration 16Q: 3 clusters Score -9659695 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100476 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -9661191.000000 Penalty: 3750.694580
	Iteration 17Q: 3 clusters Score -9661191 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101532 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9662063.000000 Penalty: 3750.694580
	Iteration 18Q: 3 clusters Score -9662063 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9662474.000000 Penalty: 3750.694580
	Iteration 19Q: 3 clusters Score -9662474 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9662612.000000 Penalty: 3750.694580
	Iteration 20F: 3 clusters Score -9662612 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102352 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9662693.000000 Penalty: 3750.694580
	Iteration 21Q: 3 clusters Score -9662693 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9662767.000000 Penalty: 3750.694580
	Iteration 22Q: 3 clusters Score -9662767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102441 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9662811.000000 Penalty: 3750.694580
	Iteration 23Q: 3 clusters Score -9662811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102459 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9662849.000000 Penalty: 3750.694580
	Iteration 24Q: 3 clusters Score -9662849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9662882.000000 Penalty: 3750.694580
	Iteration 25Q: 3 clusters Score -9662882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9662891.000000 Penalty: 3750.694580
	Iteration 26Q: 3 clusters Score -9662891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102477 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9662893.000000 Penalty: 3750.694580
	Iteration 27Q: 3 clusters Score -9662893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9662890.000000 Penalty: 3750.694580
	Iteration 28Q: 3 clusters Score -9662890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9662904.000000 Penalty: 3750.694580
	Iteration 29Q: 3 clusters Score -9662904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9662902.000000 Penalty: 3750.694580
	Iteration 30Q: 3 clusters Score -9662902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9662899.000000 Penalty: 3750.694580
	Iteration 31Q: 3 clusters Score -9662899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9662900.000000 Penalty: 3750.694580
	Iteration 32Q: 3 clusters Score -9662900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9662917.000000 Penalty: 3750.694580
	Iteration 33Q: 3 clusters Score -9662917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9662917.000000 Penalty: 3750.694580
	Iteration 34Q: 3 clusters Score -9662917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102486 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9662914.000000 Penalty: 3750.694580
	Iteration 35Q: 3 clusters Score -9662914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9662909.000000 Penalty: 3750.694580
	Iteration 36Q: 3 clusters Score -9662909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9662915.000000 Penalty: 3750.694580
	Iteration 37Q: 3 clusters Score -9662915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102488 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9662915.000000 Penalty: 3750.694580
	Iteration 38F: 3 clusters Score -9662915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Entering Unmasked Estep 
Score: -475013.312500 Penalty: 1393.635254
	Iteration 0F: 2 clusters Score -475013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -470879.937500 Penalty: 2787.270508
	Iteration 0F: 3 clusters Score -470879.9 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -472076.750000 Penalty: 2787.270508
	Iteration 1F: 3 clusters Score -472076.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -472256.218750 Penalty: 2787.270508
	Iteration 2F: 3 clusters Score -472256.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -472398.625000 Penalty: 2787.270508
	Iteration 3Q: 3 clusters Score -472398.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -472528.531250 Penalty: 2787.270508
	Iteration 4Q: 3 clusters Score -472528.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -472656.343750 Penalty: 2787.270508
	Iteration 5Q: 3 clusters Score -472656.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -472793.468750 Penalty: 2787.270508
	Iteration 6Q: 3 clusters Score -472793.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -472969.250000 Penalty: 2787.270508
	Iteration 7Q: 3 clusters Score -472969.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -473168.437500 Penalty: 2787.270508
	Iteration 8Q: 3 clusters Score -473168.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -473367.718750 Penalty: 2787.270508
	Iteration 9Q: 3 clusters Score -473367.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -473533.812500 Penalty: 2787.270508
	Iteration 10Q: 3 clusters Score -473533.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -473668.468750 Penalty: 2787.270508
	Iteration 11Q: 3 clusters Score -473668.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -473767.000000 Penalty: 2787.270508
	Iteration 12Q: 3 clusters Score -473767 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -473845.906250 Penalty: 2787.270508
	Iteration 13Q: 3 clusters Score -473845.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -473896.281250 Penalty: 2787.270508
	Iteration 14Q: 3 clusters Score -473896.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -473927.750000 Penalty: 2787.270508
	Iteration 15Q: 3 clusters Score -473927.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -473955.343750 Penalty: 2787.270508
	Iteration 16Q: 3 clusters Score -473955.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -473986.812500 Penalty: 2787.270508
	Iteration 17Q: 3 clusters Score -473986.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -474026.843750 Penalty: 2787.270508
	Iteration 18Q: 3 clusters Score -474026.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -474074.218750 Penalty: 2787.270508
	Iteration 19Q: 3 clusters Score -474074.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -474121.250000 Penalty: 2787.270508
	Iteration 20F: 3 clusters Score -474121.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -474158.812500 Penalty: 2787.270508
	Iteration 21Q: 3 clusters Score -474158.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -474202.281250 Penalty: 2787.270508
	Iteration 22Q: 3 clusters Score -474202.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -474247.656250 Penalty: 2787.270508
	Iteration 23Q: 3 clusters Score -474247.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -474291.093750 Penalty: 2787.270508
	Iteration 24Q: 3 clusters Score -474291.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -474334.687500 Penalty: 2787.270508
	Iteration 25Q: 3 clusters Score -474334.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -474365.062500 Penalty: 2787.270508
	Iteration 26Q: 3 clusters Score -474365.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -474405.125000 Penalty: 2787.270508
	Iteration 27Q: 3 clusters Score -474405.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -474435.593750 Penalty: 2787.270508
	Iteration 28Q: 3 clusters Score -474435.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -474450.687500 Penalty: 2787.270508
	Iteration 29Q: 3 clusters Score -474450.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -474461.375000 Penalty: 2787.270508
	Iteration 30Q: 3 clusters Score -474461.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -474477.156250 Penalty: 2787.270508
	Iteration 31Q: 3 clusters Score -474477.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -474494.531250 Penalty: 2787.270508
	Iteration 32Q: 3 clusters Score -474494.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -474509.250000 Penalty: 2787.270508
	Iteration 33Q: 3 clusters Score -474509.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -474523.812500 Penalty: 2787.270508
	Iteration 34Q: 3 clusters Score -474523.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -474535.281250 Penalty: 2787.270508
	Iteration 35Q: 3 clusters Score -474535.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -474543.875000 Penalty: 2787.270508
	Iteration 36Q: 3 clusters Score -474543.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -474552.718750 Penalty: 2787.270508
	Iteration 37Q: 3 clusters Score -474552.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -474555.656250 Penalty: 2787.270508
	Iteration 38Q: 3 clusters Score -474555.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -474559.187500 Penalty: 2787.270508
	Iteration 39Q: 3 clusters Score -474559.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -474563.125000 Penalty: 2787.270508
	Iteration 40F: 3 clusters Score -474563.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -474565.187500 Penalty: 2787.270508
	Iteration 41Q: 3 clusters Score -474565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -474564.937500 Penalty: 2787.270508
	Iteration 42Q: 3 clusters Score -474564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -474565.281250 Penalty: 2787.270508
	Iteration 43Q: 3 clusters Score -474565.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -474565.281250 Penalty: 2787.270508
	Iteration 44F: 3 clusters Score -474565.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -476476.531250 Penalty: 1385.145264
	Iteration 0F: 2 clusters Score -476476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -472480.968750 Penalty: 2770.290527
	Iteration 0F: 3 clusters Score -472481 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -473594.187500 Penalty: 2770.290527
	Iteration 1F: 3 clusters Score -473594.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -473769.687500 Penalty: 2770.290527
	Iteration 2F: 3 clusters Score -473769.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -473875.000000 Penalty: 2770.290527
	Iteration 3Q: 3 clusters Score -473875 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -473963.187500 Penalty: 2770.290527
	Iteration 4Q: 3 clusters Score -473963.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -474035.093750 Penalty: 2770.290527
	Iteration 5Q: 3 clusters Score -474035.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -474096.218750 Penalty: 2770.290527
	Iteration 6Q: 3 clusters Score -474096.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -474167.375000 Penalty: 2770.290527
	Iteration 7Q: 3 clusters Score -474167.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -474241.718750 Penalty: 2770.290527
	Iteration 8Q: 3 clusters Score -474241.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -474317.343750 Penalty: 2770.290527
	Iteration 9Q: 3 clusters Score -474317.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -474394.531250 Penalty: 2770.290527
	Iteration 10Q: 3 clusters Score -474394.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -474473.406250 Penalty: 2770.290527
	Iteration 11Q: 3 clusters Score -474473.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -474554.312500 Penalty: 2770.290527
	Iteration 12Q: 3 clusters Score -474554.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -474643.093750 Penalty: 2770.290527
	Iteration 13Q: 3 clusters Score -474643.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -474753.687500 Penalty: 2770.290527
	Iteration 14Q: 3 clusters Score -474753.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -474847.375000 Penalty: 2770.290527
	Iteration 15Q: 3 clusters Score -474847.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -474933.968750 Penalty: 2770.290527
	Iteration 16Q: 3 clusters Score -474934 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -475010.093750 Penalty: 2770.290527
	Iteration 17Q: 3 clusters Score -475010.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -475077.093750 Penalty: 2770.290527
	Iteration 18Q: 3 clusters Score -475077.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -475129.031250 Penalty: 2770.290527
	Iteration 19Q: 3 clusters Score -475129 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -475168.937500 Penalty: 2770.290527
	Iteration 20F: 3 clusters Score -475168.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -475196.156250 Penalty: 2770.290527
	Iteration 21Q: 3 clusters Score -475196.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -475217.781250 Penalty: 2770.290527
	Iteration 22Q: 3 clusters Score -475217.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -475234.906250 Penalty: 2770.290527
	Iteration 23Q: 3 clusters Score -475234.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -475248.781250 Penalty: 2770.290527
	Iteration 24Q: 3 clusters Score -475248.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -475253.968750 Penalty: 2770.290527
	Iteration 25Q: 3 clusters Score -475254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -475258.437500 Penalty: 2770.290527
	Iteration 26Q: 3 clusters Score -475258.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -475264.406250 Penalty: 2770.290527
	Iteration 27Q: 3 clusters Score -475264.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -475272.593750 Penalty: 2770.290527
	Iteration 28Q: 3 clusters Score -475272.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -475277.718750 Penalty: 2770.290527
	Iteration 29Q: 3 clusters Score -475277.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -475280.406250 Penalty: 2770.290527
	Iteration 30Q: 3 clusters Score -475280.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -475282.531250 Penalty: 2770.290527
	Iteration 31Q: 3 clusters Score -475282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -475286.406250 Penalty: 2770.290527
	Iteration 32Q: 3 clusters Score -475286.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -475287.937500 Penalty: 2770.290527
	Iteration 33Q: 3 clusters Score -475287.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -475292.750000 Penalty: 2770.290527
	Iteration 34Q: 3 clusters Score -475292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -475294.875000 Penalty: 2770.290527
	Iteration 35Q: 3 clusters Score -475294.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -475297.937500 Penalty: 2770.290527
	Iteration 36Q: 3 clusters Score -475297.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -475300.218750 Penalty: 2770.290527
	Iteration 37Q: 3 clusters Score -475300.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -475303.593750 Penalty: 2770.290527
	Iteration 38Q: 3 clusters Score -475303.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -475305.937500 Penalty: 2770.290527
	Iteration 39Q: 3 clusters Score -475305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -475305.718750 Penalty: 2770.290527
	Iteration 40F: 3 clusters Score -475305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -475308.656250 Penalty: 2770.290527
	Iteration 41Q: 3 clusters Score -475308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -475309.656250 Penalty: 2770.290527
	Iteration 42Q: 3 clusters Score -475309.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -475311.562500 Penalty: 2770.290527
	Iteration 43Q: 3 clusters Score -475311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -475311.593750 Penalty: 2770.290527
	Iteration 44Q: 3 clusters Score -475311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -475311.656250 Penalty: 2770.290527
	Iteration 45Q: 3 clusters Score -475311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -475311.937500 Penalty: 2770.290527
	Iteration 46Q: 3 clusters Score -475311.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -475312.625000 Penalty: 2770.290527
	Iteration 47Q: 3 clusters Score -475312.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -475312.968750 Penalty: 2770.290527
	Iteration 48Q: 3 clusters Score -475313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -475312.968750 Penalty: 2770.290527
	Iteration 49F: 3 clusters Score -475313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (114924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114924 members 
Entering Unmasked Estep 
Score: -10794613.000000 Penalty: 1893.454224
	Iteration 0F: 2 clusters Score -1.079461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -10717741.000000 Penalty: 3786.908447
	Iteration 0F: 3 clusters Score -1.071774e+07 nChanged 55211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59550 members 
Mstep: Class 2 contains 55374 members 
Entering Unmasked Estep 
Score: -10750672.000000 Penalty: 3786.908447
	Iteration 1F: 3 clusters Score -1.075067e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60678 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -10752537.000000 Penalty: 3786.908447
	Iteration 2Q: 3 clusters Score -1.075254e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 52344 members 
Entering Unmasked Estep 
Score: -10755748.000000 Penalty: 3786.908447
	Iteration 3F: 3 clusters Score -1.075575e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -10759770.000000 Penalty: 3786.908447
	Iteration 4F: 3 clusters Score -1.075977e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69732 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -10764493.000000 Penalty: 3786.908447
	Iteration 5F: 3 clusters Score -1.076449e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -10769979.000000 Penalty: 3786.908447
	Iteration 6F: 3 clusters Score -1.076998e+07 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80082 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -10775717.000000 Penalty: 3786.908447
	Iteration 7F: 3 clusters Score -1.077572e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84724 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -10780807.000000 Penalty: 3786.908447
	Iteration 8F: 3 clusters Score -1.078081e+07 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88364 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -10784007.000000 Penalty: 3786.908447
	Iteration 9Q: 3 clusters Score -1.078401e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91473 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -10786024.000000 Penalty: 3786.908447
	Iteration 10Q: 3 clusters Score -1.078602e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94223 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -10787646.000000 Penalty: 3786.908447
	Iteration 11Q: 3 clusters Score -1.078765e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96750 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -10789215.000000 Penalty: 3786.908447
	Iteration 12Q: 3 clusters Score -1.078922e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99001 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -10790552.000000 Penalty: 3786.908447
	Iteration 13Q: 3 clusters Score -1.079055e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100956 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -10791732.000000 Penalty: 3786.908447
	Iteration 14Q: 3 clusters Score -1.079173e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102593 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -10792805.000000 Penalty: 3786.908447
	Iteration 15Q: 3 clusters Score -1.07928e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103942 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -10793572.000000 Penalty: 3786.908447
	Iteration 16Q: 3 clusters Score -1.079357e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105010 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -10794314.000000 Penalty: 3786.908447
	Iteration 17Q: 3 clusters Score -1.079431e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105923 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -10794861.000000 Penalty: 3786.908447
	Iteration 18Q: 3 clusters Score -1.079486e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106632 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -10795410.000000 Penalty: 3786.908447
	Iteration 19Q: 3 clusters Score -1.079541e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107161 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -10795726.000000 Penalty: 3786.908447
	Iteration 20F: 3 clusters Score -1.079573e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -10795888.000000 Penalty: 3786.908447
	Iteration 21Q: 3 clusters Score -1.079589e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107877 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -10795997.000000 Penalty: 3786.908447
	Iteration 22Q: 3 clusters Score -1.0796e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -10796080.000000 Penalty: 3786.908447
	Iteration 23Q: 3 clusters Score -1.079608e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108360 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -10796090.000000 Penalty: 3786.908447
	Iteration 24Q: 3 clusters Score -1.079609e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108530 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -10796117.000000 Penalty: 3786.908447
	Iteration 25Q: 3 clusters Score -1.079612e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108672 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -10796153.000000 Penalty: 3786.908447
	Iteration 26Q: 3 clusters Score -1.079615e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108784 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -10796163.000000 Penalty: 3786.908447
	Iteration 27Q: 3 clusters Score -1.079616e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108867 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -10796153.000000 Penalty: 3786.908447
	Iteration 28Q: 3 clusters Score -1.079615e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108938 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -10796154.000000 Penalty: 3786.908447
	Iteration 29Q: 3 clusters Score -1.079615e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108998 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -10796144.000000 Penalty: 3786.908447
	Iteration 30Q: 3 clusters Score -1.079614e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109049 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -10796156.000000 Penalty: 3786.908447
	Iteration 31Q: 3 clusters Score -1.079616e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109088 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -10796156.000000 Penalty: 3786.908447
	Iteration 32Q: 3 clusters Score -1.079616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109120 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -10796178.000000 Penalty: 3786.908447
	Iteration 33Q: 3 clusters Score -1.079618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109154 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -10796179.000000 Penalty: 3786.908447
	Iteration 34Q: 3 clusters Score -1.079618e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109180 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -10796170.000000 Penalty: 3786.908447
	Iteration 35Q: 3 clusters Score -1.079617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109195 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -10796172.000000 Penalty: 3786.908447
	Iteration 36Q: 3 clusters Score -1.079617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109207 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -10796167.000000 Penalty: 3786.908447
	Iteration 37Q: 3 clusters Score -1.079617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109220 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -10796163.000000 Penalty: 3786.908447
	Iteration 38Q: 3 clusters Score -1.079616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109226 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -10796169.000000 Penalty: 3786.908447
	Iteration 39Q: 3 clusters Score -1.079617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -10796170.000000 Penalty: 3786.908447
	Iteration 40F: 3 clusters Score -1.079617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109234 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -10796168.000000 Penalty: 3786.908447
	Iteration 41Q: 3 clusters Score -1.079617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109239 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -10796180.000000 Penalty: 3786.908447
	Iteration 42Q: 3 clusters Score -1.079618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -10796169.000000 Penalty: 3786.908447
	Iteration 43Q: 3 clusters Score -1.079617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -10796169.000000 Penalty: 3786.908447
	Iteration 44Q: 3 clusters Score -1.079617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109243 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -10796174.000000 Penalty: 3786.908447
	Iteration 45Q: 3 clusters Score -1.079617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -10796174.000000 Penalty: 3786.908447
	Iteration 46Q: 3 clusters Score -1.079617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109245 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -10796177.000000 Penalty: 3786.908447
	Iteration 47Q: 3 clusters Score -1.079618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109246 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -10796173.000000 Penalty: 3786.908447
	Iteration 48Q: 3 clusters Score -1.079617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109247 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -10796178.000000 Penalty: 3786.908447
	Iteration 49Q: 3 clusters Score -1.079618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109248 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -10796173.000000 Penalty: 3786.908447
	Iteration 50Q: 3 clusters Score -1.079617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109249 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -10796172.000000 Penalty: 3786.908447
	Iteration 51Q: 3 clusters Score -1.079617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109253 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -10796159.000000 Penalty: 3786.908447
	Iteration 52Q: 3 clusters Score -1.079616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109255 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -10796164.000000 Penalty: 3786.908447
	Iteration 53Q: 3 clusters Score -1.079616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109255 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -10796164.000000 Penalty: 3786.908447
	Iteration 54F: 3 clusters Score -1.079616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109255 members 
Mstep: Class 5 contains 41024 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40834 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 17 contains 5669 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25165 members 
Entering Unmasked Estep 
Score: -52385148.000000 Penalty: 43060.085938
Splitting cluster 4 changes total score from -52383792.000000 to -52385148.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 5 (41024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Entering Unmasked Estep 
Score: -3948300.250000 Penalty: 1726.060913
	Iteration 0F: 2 clusters Score -3948300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -3920744.000000 Penalty: 3452.121826
	Iteration 0F: 3 clusters Score -3920744 nChanged 19148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -3931498.750000 Penalty: 3452.121826
	Iteration 1F: 3 clusters Score -3931499 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -3931989.500000 Penalty: 3452.121826
	Iteration 2Q: 3 clusters Score -3931990 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -3932571.250000 Penalty: 3452.121826
	Iteration 3Q: 3 clusters Score -3932571 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -3933331.250000 Penalty: 3452.121826
	Iteration 4Q: 3 clusters Score -3933331 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -3934510.000000 Penalty: 3452.121826
	Iteration 5F: 3 clusters Score -3934510 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3936219.500000 Penalty: 3452.121826
	Iteration 6F: 3 clusters Score -3936220 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -3938527.500000 Penalty: 3452.121826
	Iteration 7F: 3 clusters Score -3938528 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -3941312.000000 Penalty: 3452.121826
	Iteration 8F: 3 clusters Score -3941312 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -3943805.750000 Penalty: 3452.121826
	Iteration 9F: 3 clusters Score -3943806 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -3945371.250000 Penalty: 3452.121826
	Iteration 10Q: 3 clusters Score -3945371 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -3946154.750000 Penalty: 3452.121826
	Iteration 11Q: 3 clusters Score -3946155 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -3946474.500000 Penalty: 3452.121826
	Iteration 12Q: 3 clusters Score -3946474 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -3946615.500000 Penalty: 3452.121826
	Iteration 13Q: 3 clusters Score -3946616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -3946695.250000 Penalty: 3452.121826
	Iteration 14Q: 3 clusters Score -3946695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -3946724.250000 Penalty: 3452.121826
	Iteration 15Q: 3 clusters Score -3946724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -3946748.750000 Penalty: 3452.121826
	Iteration 16Q: 3 clusters Score -3946749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -3946773.000000 Penalty: 3452.121826
	Iteration 17Q: 3 clusters Score -3946773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -3946784.750000 Penalty: 3452.121826
	Iteration 18Q: 3 clusters Score -3946785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -3946794.000000 Penalty: 3452.121826
	Iteration 19Q: 3 clusters Score -3946794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -3946792.500000 Penalty: 3452.121826
	Iteration 20F: 3 clusters Score -3946792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Entering Unmasked Estep 
Score: -601100.437500 Penalty: 1419.992432
	Iteration 0F: 2 clusters Score -601100.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -596344.375000 Penalty: 2839.984863
	Iteration 0F: 3 clusters Score -596344.4 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -597750.750000 Penalty: 2839.984863
	Iteration 1F: 3 clusters Score -597750.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -597945.437500 Penalty: 2839.984863
	Iteration 2F: 3 clusters Score -597945.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -598086.187500 Penalty: 2839.984863
	Iteration 3Q: 3 clusters Score -598086.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -598193.062500 Penalty: 2839.984863
	Iteration 4Q: 3 clusters Score -598193.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -598310.062500 Penalty: 2839.984863
	Iteration 5Q: 3 clusters Score -598310.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -598460.625000 Penalty: 2839.984863
	Iteration 6Q: 3 clusters Score -598460.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -598625.750000 Penalty: 2839.984863
	Iteration 7Q: 3 clusters Score -598625.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -598795.312500 Penalty: 2839.984863
	Iteration 8Q: 3 clusters Score -598795.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -598968.250000 Penalty: 2839.984863
	Iteration 9Q: 3 clusters Score -598968.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -599124.687500 Penalty: 2839.984863
	Iteration 10Q: 3 clusters Score -599124.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -599267.437500 Penalty: 2839.984863
	Iteration 11Q: 3 clusters Score -599267.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -599372.500000 Penalty: 2839.984863
	Iteration 12Q: 3 clusters Score -599372.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -599473.437500 Penalty: 2839.984863
	Iteration 13Q: 3 clusters Score -599473.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -599555.312500 Penalty: 2839.984863
	Iteration 14Q: 3 clusters Score -599555.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -599625.375000 Penalty: 2839.984863
	Iteration 15Q: 3 clusters Score -599625.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -599673.437500 Penalty: 2839.984863
	Iteration 16Q: 3 clusters Score -599673.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -599709.625000 Penalty: 2839.984863
	Iteration 17Q: 3 clusters Score -599709.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -599747.875000 Penalty: 2839.984863
	Iteration 18Q: 3 clusters Score -599747.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -599769.625000 Penalty: 2839.984863
	Iteration 19Q: 3 clusters Score -599769.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -599788.375000 Penalty: 2839.984863
	Iteration 20F: 3 clusters Score -599788.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -599800.687500 Penalty: 2839.984863
	Iteration 21Q: 3 clusters Score -599800.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -599814.437500 Penalty: 2839.984863
	Iteration 22Q: 3 clusters Score -599814.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -599822.125000 Penalty: 2839.984863
	Iteration 23Q: 3 clusters Score -599822.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -599829.562500 Penalty: 2839.984863
	Iteration 24Q: 3 clusters Score -599829.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -599837.625000 Penalty: 2839.984863
	Iteration 25Q: 3 clusters Score -599837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -599841.375000 Penalty: 2839.984863
	Iteration 26Q: 3 clusters Score -599841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -599846.000000 Penalty: 2839.984863
	Iteration 27Q: 3 clusters Score -599846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -599851.750000 Penalty: 2839.984863
	Iteration 28Q: 3 clusters Score -599851.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -599862.812500 Penalty: 2839.984863
	Iteration 29Q: 3 clusters Score -599862.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -599868.500000 Penalty: 2839.984863
	Iteration 30Q: 3 clusters Score -599868.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -599872.687500 Penalty: 2839.984863
	Iteration 31Q: 3 clusters Score -599872.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -599876.875000 Penalty: 2839.984863
	Iteration 32Q: 3 clusters Score -599876.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -599878.250000 Penalty: 2839.984863
	Iteration 33Q: 3 clusters Score -599878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -599877.875000 Penalty: 2839.984863
	Iteration 34Q: 3 clusters Score -599877.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -599878.625000 Penalty: 2839.984863
	Iteration 35Q: 3 clusters Score -599878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -599880.500000 Penalty: 2839.984863
	Iteration 36Q: 3 clusters Score -599880.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -599880.500000 Penalty: 2839.984863
	Iteration 37F: 3 clusters Score -599880.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Entering Unmasked Estep 
Score: -913906.937500 Penalty: 1487.865479
	Iteration 0F: 2 clusters Score -913906.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -907113.875000 Penalty: 2975.730957
	Iteration 0F: 3 clusters Score -907113.9 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -909346.562500 Penalty: 2975.730957
	Iteration 1F: 3 clusters Score -909346.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -909639.937500 Penalty: 2975.730957
	Iteration 2F: 3 clusters Score -909639.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -909887.750000 Penalty: 2975.730957
	Iteration 3F: 3 clusters Score -909887.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -910114.812500 Penalty: 2975.730957
	Iteration 4F: 3 clusters Score -910114.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -910308.375000 Penalty: 2975.730957
	Iteration 5Q: 3 clusters Score -910308.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -910530.687500 Penalty: 2975.730957
	Iteration 6Q: 3 clusters Score -910530.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -910816.812500 Penalty: 2975.730957
	Iteration 7Q: 3 clusters Score -910816.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -911150.937500 Penalty: 2975.730957
	Iteration 8Q: 3 clusters Score -911150.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -911512.187500 Penalty: 2975.730957
	Iteration 9Q: 3 clusters Score -911512.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -911826.937500 Penalty: 2975.730957
	Iteration 10Q: 3 clusters Score -911826.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -912062.687500 Penalty: 2975.730957
	Iteration 11Q: 3 clusters Score -912062.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -912233.687500 Penalty: 2975.730957
	Iteration 12Q: 3 clusters Score -912233.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -912342.312500 Penalty: 2975.730957
	Iteration 13Q: 3 clusters Score -912342.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -912400.937500 Penalty: 2975.730957
	Iteration 14Q: 3 clusters Score -912400.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -912441.937500 Penalty: 2975.730957
	Iteration 15Q: 3 clusters Score -912441.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -912471.437500 Penalty: 2975.730957
	Iteration 16Q: 3 clusters Score -912471.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -912498.125000 Penalty: 2975.730957
	Iteration 17Q: 3 clusters Score -912498.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -912518.062500 Penalty: 2975.730957
	Iteration 18Q: 3 clusters Score -912518.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -912536.937500 Penalty: 2975.730957
	Iteration 19Q: 3 clusters Score -912536.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -912557.250000 Penalty: 2975.730957
	Iteration 20F: 3 clusters Score -912557.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -912570.250000 Penalty: 2975.730957
	Iteration 21Q: 3 clusters Score -912570.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -912579.312500 Penalty: 2975.730957
	Iteration 22Q: 3 clusters Score -912579.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -912586.375000 Penalty: 2975.730957
	Iteration 23Q: 3 clusters Score -912586.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -912594.687500 Penalty: 2975.730957
	Iteration 24Q: 3 clusters Score -912594.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -912599.250000 Penalty: 2975.730957
	Iteration 25Q: 3 clusters Score -912599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -912608.000000 Penalty: 2975.730957
	Iteration 26Q: 3 clusters Score -912608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -912611.937500 Penalty: 2975.730957
	Iteration 27Q: 3 clusters Score -912611.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -912617.500000 Penalty: 2975.730957
	Iteration 28Q: 3 clusters Score -912617.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -912623.250000 Penalty: 2975.730957
	Iteration 29Q: 3 clusters Score -912623.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -912625.625000 Penalty: 2975.730957
	Iteration 30Q: 3 clusters Score -912625.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -912632.062500 Penalty: 2975.730957
	Iteration 31Q: 3 clusters Score -912632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -912637.375000 Penalty: 2975.730957
	Iteration 32Q: 3 clusters Score -912637.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -912639.812500 Penalty: 2975.730957
	Iteration 33Q: 3 clusters Score -912639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -912641.812500 Penalty: 2975.730957
	Iteration 34Q: 3 clusters Score -912641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -912643.625000 Penalty: 2975.730957
	Iteration 35Q: 3 clusters Score -912643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -912644.500000 Penalty: 2975.730957
	Iteration 36Q: 3 clusters Score -912644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -912643.062500 Penalty: 2975.730957
	Iteration 37Q: 3 clusters Score -912643.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -912644.750000 Penalty: 2975.730957
	Iteration 38Q: 3 clusters Score -912644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -912648.062500 Penalty: 2975.730957
	Iteration 39Q: 3 clusters Score -912648.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -912653.750000 Penalty: 2975.730957
	Iteration 40F: 3 clusters Score -912653.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -912668.750000 Penalty: 2975.730957
	Iteration 41Q: 3 clusters Score -912668.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -912679.062500 Penalty: 2975.730957
	Iteration 42Q: 3 clusters Score -912679.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -912685.312500 Penalty: 2975.730957
	Iteration 43Q: 3 clusters Score -912685.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -912698.062500 Penalty: 2975.730957
	Iteration 44Q: 3 clusters Score -912698.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -912709.312500 Penalty: 2975.730957
	Iteration 45Q: 3 clusters Score -912709.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -912712.750000 Penalty: 2975.730957
	Iteration 46Q: 3 clusters Score -912712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -912714.312500 Penalty: 2975.730957
	Iteration 47Q: 3 clusters Score -912714.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -912716.062500 Penalty: 2975.730957
	Iteration 48Q: 3 clusters Score -912716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -912716.875000 Penalty: 2975.730957
	Iteration 49Q: 3 clusters Score -912716.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -912716.875000 Penalty: 2975.730957
	Iteration 50F: 3 clusters Score -912716.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Entering Unmasked Estep 
Score: -3949964.750000 Penalty: 1725.306396
	Iteration 0F: 2 clusters Score -3949965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -3922436.250000 Penalty: 3450.612793
	Iteration 0F: 3 clusters Score -3922436 nChanged 19008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3932974.750000 Penalty: 3450.612793
	Iteration 1F: 3 clusters Score -3932975 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3933320.250000 Penalty: 3450.612793
	Iteration 2Q: 3 clusters Score -3933320 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3933686.000000 Penalty: 3450.612793
	Iteration 3Q: 3 clusters Score -3933686 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -3934174.000000 Penalty: 3450.612793
	Iteration 4Q: 3 clusters Score -3934174 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3934728.750000 Penalty: 3450.612793
	Iteration 5Q: 3 clusters Score -3934729 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3935458.250000 Penalty: 3450.612793
	Iteration 6Q: 3 clusters Score -3935458 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3936364.500000 Penalty: 3450.612793
	Iteration 7Q: 3 clusters Score -3936364 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -3937590.250000 Penalty: 3450.612793
	Iteration 8Q: 3 clusters Score -3937590 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3938958.000000 Penalty: 3450.612793
	Iteration 9F: 3 clusters Score -3938958 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -3940533.750000 Penalty: 3450.612793
	Iteration 10F: 3 clusters Score -3940534 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -3942269.750000 Penalty: 3450.612793
	Iteration 11F: 3 clusters Score -3942270 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -3943976.500000 Penalty: 3450.612793
	Iteration 12F: 3 clusters Score -3943976 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -3945388.000000 Penalty: 3450.612793
	Iteration 13Q: 3 clusters Score -3945388 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -3946442.500000 Penalty: 3450.612793
	Iteration 14Q: 3 clusters Score -3946442 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -3947196.250000 Penalty: 3450.612793
	Iteration 15Q: 3 clusters Score -3947196 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -3947703.500000 Penalty: 3450.612793
	Iteration 16Q: 3 clusters Score -3947704 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -3948005.000000 Penalty: 3450.612793
	Iteration 17Q: 3 clusters Score -3948005 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -3948188.000000 Penalty: 3450.612793
	Iteration 18Q: 3 clusters Score -3948188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -3948292.750000 Penalty: 3450.612793
	Iteration 19Q: 3 clusters Score -3948293 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -3948344.500000 Penalty: 3450.612793
	Iteration 20F: 3 clusters Score -3948344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -3948383.000000 Penalty: 3450.612793
	Iteration 21Q: 3 clusters Score -3948383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -3948402.750000 Penalty: 3450.612793
	Iteration 22Q: 3 clusters Score -3948403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -3948419.000000 Penalty: 3450.612793
	Iteration 23Q: 3 clusters Score -3948419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -3948431.750000 Penalty: 3450.612793
	Iteration 24Q: 3 clusters Score -3948432 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -3948443.250000 Penalty: 3450.612793
	Iteration 25Q: 3 clusters Score -3948443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -3948454.500000 Penalty: 3450.612793
	Iteration 26Q: 3 clusters Score -3948454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -3948464.500000 Penalty: 3450.612793
	Iteration 27Q: 3 clusters Score -3948464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -3948467.500000 Penalty: 3450.612793
	Iteration 28Q: 3 clusters Score -3948468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -3948470.000000 Penalty: 3450.612793
	Iteration 29Q: 3 clusters Score -3948470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -3948473.500000 Penalty: 3450.612793
	Iteration 30Q: 3 clusters Score -3948474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -3948472.250000 Penalty: 3450.612793
	Iteration 31Q: 3 clusters Score -3948472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -3948476.750000 Penalty: 3450.612793
	Iteration 32Q: 3 clusters Score -3948477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -3948476.750000 Penalty: 3450.612793
	Iteration 33Q: 3 clusters Score -3948477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -3948479.500000 Penalty: 3450.612793
	Iteration 34Q: 3 clusters Score -3948480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -3948481.250000 Penalty: 3450.612793
	Iteration 35Q: 3 clusters Score -3948481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -3948483.500000 Penalty: 3450.612793
	Iteration 36Q: 3 clusters Score -3948484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -3948483.000000 Penalty: 3450.612793
	Iteration 37Q: 3 clusters Score -3948483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -3948484.000000 Penalty: 3450.612793
	Iteration 38Q: 3 clusters Score -3948484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -3948484.000000 Penalty: 3450.612793
	Iteration 39F: 3 clusters Score -3948484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Entering Unmasked Estep 
Score: -581348.125000 Penalty: 1424.133301
	Iteration 0F: 2 clusters Score -581348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -576496.812500 Penalty: 2848.266602
	Iteration 0F: 3 clusters Score -576496.8 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -577918.750000 Penalty: 2848.266602
	Iteration 1F: 3 clusters Score -577918.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -578146.375000 Penalty: 2848.266602
	Iteration 2F: 3 clusters Score -578146.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -578303.187500 Penalty: 2848.266602
	Iteration 3F: 3 clusters Score -578303.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -578425.187500 Penalty: 2848.266602
	Iteration 4Q: 3 clusters Score -578425.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -578528.625000 Penalty: 2848.266602
	Iteration 5Q: 3 clusters Score -578528.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -578605.375000 Penalty: 2848.266602
	Iteration 6Q: 3 clusters Score -578605.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -578661.687500 Penalty: 2848.266602
	Iteration 7Q: 3 clusters Score -578661.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -578705.125000 Penalty: 2848.266602
	Iteration 8Q: 3 clusters Score -578705.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -578740.250000 Penalty: 2848.266602
	Iteration 9Q: 3 clusters Score -578740.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -578772.937500 Penalty: 2848.266602
	Iteration 10Q: 3 clusters Score -578772.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -578810.812500 Penalty: 2848.266602
	Iteration 11Q: 3 clusters Score -578810.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -578854.375000 Penalty: 2848.266602
	Iteration 12Q: 3 clusters Score -578854.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -578888.312500 Penalty: 2848.266602
	Iteration 13Q: 3 clusters Score -578888.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -578918.000000 Penalty: 2848.266602
	Iteration 14Q: 3 clusters Score -578918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -578943.312500 Penalty: 2848.266602
	Iteration 15Q: 3 clusters Score -578943.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -578973.500000 Penalty: 2848.266602
	Iteration 16Q: 3 clusters Score -578973.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -579002.562500 Penalty: 2848.266602
	Iteration 17Q: 3 clusters Score -579002.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -579046.750000 Penalty: 2848.266602
	Iteration 18Q: 3 clusters Score -579046.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -579103.125000 Penalty: 2848.266602
	Iteration 19Q: 3 clusters Score -579103.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -579169.312500 Penalty: 2848.266602
	Iteration 20F: 3 clusters Score -579169.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -579244.187500 Penalty: 2848.266602
	Iteration 21Q: 3 clusters Score -579244.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -579332.062500 Penalty: 2848.266602
	Iteration 22Q: 3 clusters Score -579332.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -579440.500000 Penalty: 2848.266602
	Iteration 23Q: 3 clusters Score -579440.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -579566.125000 Penalty: 2848.266602
	Iteration 24Q: 3 clusters Score -579566.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -579710.562500 Penalty: 2848.266602
	Iteration 25Q: 3 clusters Score -579710.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -579853.937500 Penalty: 2848.266602
	Iteration 26Q: 3 clusters Score -579853.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -579960.000000 Penalty: 2848.266602
	Iteration 27Q: 3 clusters Score -579960 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -580033.875000 Penalty: 2848.266602
	Iteration 28Q: 3 clusters Score -580033.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -580096.687500 Penalty: 2848.266602
	Iteration 29Q: 3 clusters Score -580096.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -580136.375000 Penalty: 2848.266602
	Iteration 30Q: 3 clusters Score -580136.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -580162.250000 Penalty: 2848.266602
	Iteration 31Q: 3 clusters Score -580162.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -580178.437500 Penalty: 2848.266602
	Iteration 32Q: 3 clusters Score -580178.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -580191.125000 Penalty: 2848.266602
	Iteration 33Q: 3 clusters Score -580191.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -580206.125000 Penalty: 2848.266602
	Iteration 34Q: 3 clusters Score -580206.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -580214.750000 Penalty: 2848.266602
	Iteration 35Q: 3 clusters Score -580214.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -580223.937500 Penalty: 2848.266602
	Iteration 36Q: 3 clusters Score -580223.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -580230.500000 Penalty: 2848.266602
	Iteration 37Q: 3 clusters Score -580230.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -580238.125000 Penalty: 2848.266602
	Iteration 38Q: 3 clusters Score -580238.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -580242.562500 Penalty: 2848.266602
	Iteration 39Q: 3 clusters Score -580242.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -580247.937500 Penalty: 2848.266602
	Iteration 40F: 3 clusters Score -580247.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -580251.687500 Penalty: 2848.266602
	Iteration 41Q: 3 clusters Score -580251.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -580255.250000 Penalty: 2848.266602
	Iteration 42Q: 3 clusters Score -580255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -580255.625000 Penalty: 2848.266602
	Iteration 43Q: 3 clusters Score -580255.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -580258.250000 Penalty: 2848.266602
	Iteration 44Q: 3 clusters Score -580258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -580257.875000 Penalty: 2848.266602
	Iteration 45Q: 3 clusters Score -580257.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -580262.187500 Penalty: 2848.266602
	Iteration 46Q: 3 clusters Score -580262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -580261.812500 Penalty: 2848.266602
	Iteration 47Q: 3 clusters Score -580261.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -580263.062500 Penalty: 2848.266602
	Iteration 48Q: 3 clusters Score -580263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -580264.375000 Penalty: 2848.266602
	Iteration 49Q: 3 clusters Score -580264.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -580264.375000 Penalty: 2848.266602
	Iteration 50Q: 3 clusters Score -580264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -580264.062500 Penalty: 2848.266602
	Iteration 51Q: 3 clusters Score -580264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -580265.437500 Penalty: 2848.266602
	Iteration 52Q: 3 clusters Score -580265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -580265.062500 Penalty: 2848.266602
	Iteration 53Q: 3 clusters Score -580265.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -580266.312500 Penalty: 2848.266602
	Iteration 54Q: 3 clusters Score -580266.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -580266.312500 Penalty: 2848.266602
	Iteration 55F: 3 clusters Score -580266.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -459472.000000 Penalty: 1392.497559
	Iteration 0F: 2 clusters Score -459472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -455331.062500 Penalty: 2784.995117
	Iteration 0F: 3 clusters Score -455331.1 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -456573.812500 Penalty: 2784.995117
	Iteration 1F: 3 clusters Score -456573.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -456822.781250 Penalty: 2784.995117
	Iteration 2F: 3 clusters Score -456822.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -457013.750000 Penalty: 2784.995117
	Iteration 3F: 3 clusters Score -457013.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -457189.531250 Penalty: 2784.995117
	Iteration 4F: 3 clusters Score -457189.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -457429.906250 Penalty: 2784.995117
	Iteration 5F: 3 clusters Score -457429.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -457750.593750 Penalty: 2784.995117
	Iteration 6F: 3 clusters Score -457750.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -458146.187500 Penalty: 2784.995117
	Iteration 7F: 3 clusters Score -458146.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -458478.343750 Penalty: 2784.995117
	Iteration 8F: 3 clusters Score -458478.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -458761.718750 Penalty: 2784.995117
	Iteration 9F: 3 clusters Score -458761.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -458965.125000 Penalty: 2784.995117
	Iteration 10Q: 3 clusters Score -458965.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -459101.093750 Penalty: 2784.995117
	Iteration 11Q: 3 clusters Score -459101.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -459200.625000 Penalty: 2784.995117
	Iteration 12Q: 3 clusters Score -459200.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -459261.593750 Penalty: 2784.995117
	Iteration 13Q: 3 clusters Score -459261.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -459302.593750 Penalty: 2784.995117
	Iteration 14Q: 3 clusters Score -459302.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -459320.968750 Penalty: 2784.995117
	Iteration 15Q: 3 clusters Score -459321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -459338.562500 Penalty: 2784.995117
	Iteration 16Q: 3 clusters Score -459338.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -459354.218750 Penalty: 2784.995117
	Iteration 17Q: 3 clusters Score -459354.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -459361.562500 Penalty: 2784.995117
	Iteration 18Q: 3 clusters Score -459361.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -459365.656250 Penalty: 2784.995117
	Iteration 19Q: 3 clusters Score -459365.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -459367.093750 Penalty: 2784.995117
	Iteration 20F: 3 clusters Score -459367.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -459370.562500 Penalty: 2784.995117
	Iteration 21Q: 3 clusters Score -459370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -459371.218750 Penalty: 2784.995117
	Iteration 22Q: 3 clusters Score -459371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -459371.687500 Penalty: 2784.995117
	Iteration 23Q: 3 clusters Score -459371.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -459373.218750 Penalty: 2784.995117
	Iteration 24Q: 3 clusters Score -459373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -459373.375000 Penalty: 2784.995117
	Iteration 25Q: 3 clusters Score -459373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -459375.062500 Penalty: 2784.995117
	Iteration 26Q: 3 clusters Score -459375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -459376.281250 Penalty: 2784.995117
	Iteration 27Q: 3 clusters Score -459376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -459376.500000 Penalty: 2784.995117
	Iteration 28Q: 3 clusters Score -459376.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -459377.218750 Penalty: 2784.995117
	Iteration 29Q: 3 clusters Score -459377.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -459377.218750 Penalty: 2784.995117
	Iteration 30F: 3 clusters Score -459377.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Entering Unmasked Estep 
Score: -137663.703125 Penalty: 1199.595215
	Iteration 0F: 2 clusters Score -137663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -135841.046875 Penalty: 2399.190430
	Iteration 0F: 3 clusters Score -135841 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -136272.343750 Penalty: 2399.190430
	Iteration 1F: 3 clusters Score -136272.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -136384.906250 Penalty: 2399.190430
	Iteration 2F: 3 clusters Score -136384.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -136481.734375 Penalty: 2399.190430
	Iteration 3F: 3 clusters Score -136481.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -136570.609375 Penalty: 2399.190430
	Iteration 4F: 3 clusters Score -136570.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -136686.671875 Penalty: 2399.190430
	Iteration 5F: 3 clusters Score -136686.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -136799.015625 Penalty: 2399.190430
	Iteration 6F: 3 clusters Score -136799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -136892.515625 Penalty: 2399.190430
	Iteration 7Q: 3 clusters Score -136892.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -136958.828125 Penalty: 2399.190430
	Iteration 8Q: 3 clusters Score -136958.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -137013.890625 Penalty: 2399.190430
	Iteration 9Q: 3 clusters Score -137013.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -137074.140625 Penalty: 2399.190430
	Iteration 10Q: 3 clusters Score -137074.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -137125.875000 Penalty: 2399.190430
	Iteration 11Q: 3 clusters Score -137125.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -137162.078125 Penalty: 2399.190430
	Iteration 12Q: 3 clusters Score -137162.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -137175.640625 Penalty: 2399.190430
	Iteration 13Q: 3 clusters Score -137175.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -137181.859375 Penalty: 2399.190430
	Iteration 14Q: 3 clusters Score -137181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -137186.890625 Penalty: 2399.190430
	Iteration 15Q: 3 clusters Score -137186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -137194.515625 Penalty: 2399.190430
	Iteration 16Q: 3 clusters Score -137194.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -137200.968750 Penalty: 2399.190430
	Iteration 17Q: 3 clusters Score -137201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -137206.562500 Penalty: 2399.190430
	Iteration 18Q: 3 clusters Score -137206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -137208.171875 Penalty: 2399.190430
	Iteration 19Q: 3 clusters Score -137208.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -137209.203125 Penalty: 2399.190430
	Iteration 20F: 3 clusters Score -137209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -137210.296875 Penalty: 2399.190430
	Iteration 21Q: 3 clusters Score -137210.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -137211.937500 Penalty: 2399.190430
	Iteration 22Q: 3 clusters Score -137211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -137214.093750 Penalty: 2399.190430
	Iteration 23Q: 3 clusters Score -137214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -137215.171875 Penalty: 2399.190430
	Iteration 24Q: 3 clusters Score -137215.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -137224.421875 Penalty: 2399.190430
	Iteration 25Q: 3 clusters Score -137224.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -137225.671875 Penalty: 2399.190430
	Iteration 26Q: 3 clusters Score -137225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -137227.593750 Penalty: 2399.190430
	Iteration 27Q: 3 clusters Score -137227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -137229.531250 Penalty: 2399.190430
	Iteration 28Q: 3 clusters Score -137229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -137231.812500 Penalty: 2399.190430
	Iteration 29Q: 3 clusters Score -137231.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -137232.703125 Penalty: 2399.190430
	Iteration 30Q: 3 clusters Score -137232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -137234.031250 Penalty: 2399.190430
	Iteration 31Q: 3 clusters Score -137234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -137234.031250 Penalty: 2399.190430
	Iteration 32F: 3 clusters Score -137234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -102638.406250 Penalty: 1151.594971
	Iteration 0F: 2 clusters Score -102638.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -101103.085938 Penalty: 2303.189941
	Iteration 0F: 3 clusters Score -101103.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -101425.171875 Penalty: 2303.189941
	Iteration 1F: 3 clusters Score -101425.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -101534.234375 Penalty: 2303.189941
	Iteration 2F: 3 clusters Score -101534.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -101637.625000 Penalty: 2303.189941
	Iteration 3F: 3 clusters Score -101637.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -101725.179688 Penalty: 2303.189941
	Iteration 4F: 3 clusters Score -101725.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -101819.601562 Penalty: 2303.189941
	Iteration 5F: 3 clusters Score -101819.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101897.773438 Penalty: 2303.189941
	Iteration 6Q: 3 clusters Score -101897.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102009.710938 Penalty: 2303.189941
	Iteration 7Q: 3 clusters Score -102009.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -102115.828125 Penalty: 2303.189941
	Iteration 8Q: 3 clusters Score -102115.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102197.085938 Penalty: 2303.189941
	Iteration 9Q: 3 clusters Score -102197.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102258.640625 Penalty: 2303.189941
	Iteration 10Q: 3 clusters Score -102258.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102292.585938 Penalty: 2303.189941
	Iteration 11Q: 3 clusters Score -102292.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -102310.960938 Penalty: 2303.189941
	Iteration 12Q: 3 clusters Score -102311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -102321.695312 Penalty: 2303.189941
	Iteration 13Q: 3 clusters Score -102321.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -102329.437500 Penalty: 2303.189941
	Iteration 14Q: 3 clusters Score -102329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -102334.468750 Penalty: 2303.189941
	Iteration 15Q: 3 clusters Score -102334.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -102335.734375 Penalty: 2303.189941
	Iteration 16Q: 3 clusters Score -102335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -102336.289062 Penalty: 2303.189941
	Iteration 17Q: 3 clusters Score -102336.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -102336.539062 Penalty: 2303.189941
	Iteration 18F: 3 clusters Score -102336.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -102340.140625 Penalty: 2303.189941
	Iteration 19Q: 3 clusters Score -102340.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -102343.460938 Penalty: 2303.189941
	Iteration 20F: 3 clusters Score -102343.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -102345.375000 Penalty: 2303.189941
	Iteration 21Q: 3 clusters Score -102345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -102348.953125 Penalty: 2303.189941
	Iteration 22Q: 3 clusters Score -102349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102351.117188 Penalty: 2303.189941
	Iteration 23Q: 3 clusters Score -102351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -102353.242188 Penalty: 2303.189941
	Iteration 24Q: 3 clusters Score -102353.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102354.101562 Penalty: 2303.189941
	Iteration 25Q: 3 clusters Score -102354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -102354.531250 Penalty: 2303.189941
	Iteration 26Q: 3 clusters Score -102354.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -102354.531250 Penalty: 2303.189941
	Iteration 27F: 3 clusters Score -102354.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Entering Unmasked Estep 
Score: -646118.750000 Penalty: 1441.893066
	Iteration 0F: 2 clusters Score -646118.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -640798.062500 Penalty: 2883.786133
	Iteration 0F: 3 clusters Score -640798.1 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -642417.875000 Penalty: 2883.786133
	Iteration 1F: 3 clusters Score -642417.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -642718.812500 Penalty: 2883.786133
	Iteration 2F: 3 clusters Score -642718.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -642965.750000 Penalty: 2883.786133
	Iteration 3F: 3 clusters Score -642965.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -643178.000000 Penalty: 2883.786133
	Iteration 4F: 3 clusters Score -643178 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -643372.625000 Penalty: 2883.786133
	Iteration 5Q: 3 clusters Score -643372.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -643576.562500 Penalty: 2883.786133
	Iteration 6Q: 3 clusters Score -643576.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -643799.687500 Penalty: 2883.786133
	Iteration 7Q: 3 clusters Score -643799.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -644039.500000 Penalty: 2883.786133
	Iteration 8Q: 3 clusters Score -644039.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -644239.000000 Penalty: 2883.786133
	Iteration 9Q: 3 clusters Score -644239 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -644389.500000 Penalty: 2883.786133
	Iteration 10Q: 3 clusters Score -644389.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -644494.500000 Penalty: 2883.786133
	Iteration 11Q: 3 clusters Score -644494.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -644564.875000 Penalty: 2883.786133
	Iteration 12Q: 3 clusters Score -644564.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -644627.000000 Penalty: 2883.786133
	Iteration 13Q: 3 clusters Score -644627 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -644674.687500 Penalty: 2883.786133
	Iteration 14Q: 3 clusters Score -644674.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -644706.750000 Penalty: 2883.786133
	Iteration 15Q: 3 clusters Score -644706.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -644742.312500 Penalty: 2883.786133
	Iteration 16Q: 3 clusters Score -644742.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -644764.625000 Penalty: 2883.786133
	Iteration 17Q: 3 clusters Score -644764.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -644779.375000 Penalty: 2883.786133
	Iteration 18Q: 3 clusters Score -644779.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -644793.125000 Penalty: 2883.786133
	Iteration 19Q: 3 clusters Score -644793.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -644804.375000 Penalty: 2883.786133
	Iteration 20F: 3 clusters Score -644804.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -644818.937500 Penalty: 2883.786133
	Iteration 21Q: 3 clusters Score -644818.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -644835.250000 Penalty: 2883.786133
	Iteration 22Q: 3 clusters Score -644835.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -644851.562500 Penalty: 2883.786133
	Iteration 23Q: 3 clusters Score -644851.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -644868.250000 Penalty: 2883.786133
	Iteration 24Q: 3 clusters Score -644868.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -644879.250000 Penalty: 2883.786133
	Iteration 25Q: 3 clusters Score -644879.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -644887.562500 Penalty: 2883.786133
	Iteration 26Q: 3 clusters Score -644887.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -644894.937500 Penalty: 2883.786133
	Iteration 27Q: 3 clusters Score -644894.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -644901.312500 Penalty: 2883.786133
	Iteration 28Q: 3 clusters Score -644901.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -644907.687500 Penalty: 2883.786133
	Iteration 29Q: 3 clusters Score -644907.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -644912.750000 Penalty: 2883.786133
	Iteration 30Q: 3 clusters Score -644912.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -644918.562500 Penalty: 2883.786133
	Iteration 31Q: 3 clusters Score -644918.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -644924.750000 Penalty: 2883.786133
	Iteration 32Q: 3 clusters Score -644924.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -644931.312500 Penalty: 2883.786133
	Iteration 33Q: 3 clusters Score -644931.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -644944.375000 Penalty: 2883.786133
	Iteration 34Q: 3 clusters Score -644944.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -644950.312500 Penalty: 2883.786133
	Iteration 35Q: 3 clusters Score -644950.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -644959.875000 Penalty: 2883.786133
	Iteration 36Q: 3 clusters Score -644959.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -644966.375000 Penalty: 2883.786133
	Iteration 37Q: 3 clusters Score -644966.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -644970.250000 Penalty: 2883.786133
	Iteration 38Q: 3 clusters Score -644970.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -644973.750000 Penalty: 2883.786133
	Iteration 39Q: 3 clusters Score -644973.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -644978.187500 Penalty: 2883.786133
	Iteration 40F: 3 clusters Score -644978.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -644985.750000 Penalty: 2883.786133
	Iteration 41Q: 3 clusters Score -644985.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -644996.875000 Penalty: 2883.786133
	Iteration 42Q: 3 clusters Score -644996.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -645009.000000 Penalty: 2883.786133
	Iteration 43Q: 3 clusters Score -645009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -645022.812500 Penalty: 2883.786133
	Iteration 44Q: 3 clusters Score -645022.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -645036.125000 Penalty: 2883.786133
	Iteration 45Q: 3 clusters Score -645036.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -645048.875000 Penalty: 2883.786133
	Iteration 46Q: 3 clusters Score -645048.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -645064.500000 Penalty: 2883.786133
	Iteration 47Q: 3 clusters Score -645064.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -645078.000000 Penalty: 2883.786133
	Iteration 48Q: 3 clusters Score -645078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -645090.750000 Penalty: 2883.786133
	Iteration 49Q: 3 clusters Score -645090.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -645099.250000 Penalty: 2883.786133
	Iteration 50Q: 3 clusters Score -645099.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -645109.500000 Penalty: 2883.786133
	Iteration 51Q: 3 clusters Score -645109.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -645116.687500 Penalty: 2883.786133
	Iteration 52Q: 3 clusters Score -645116.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -645124.062500 Penalty: 2883.786133
	Iteration 53Q: 3 clusters Score -645124.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -645130.062500 Penalty: 2883.786133
	Iteration 54Q: 3 clusters Score -645130.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -645132.187500 Penalty: 2883.786133
	Iteration 55Q: 3 clusters Score -645132.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -645134.062500 Penalty: 2883.786133
	Iteration 56Q: 3 clusters Score -645134.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -645137.375000 Penalty: 2883.786133
	Iteration 57Q: 3 clusters Score -645137.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -645139.500000 Penalty: 2883.786133
	Iteration 58Q: 3 clusters Score -645139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -645141.375000 Penalty: 2883.786133
	Iteration 59Q: 3 clusters Score -645141.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -645140.937500 Penalty: 2883.786133
	Iteration 60F: 3 clusters Score -645140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -645140.312500 Penalty: 2883.786133
	Iteration 61Q: 3 clusters Score -645140.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -645140.500000 Penalty: 2883.786133
	Iteration 62Q: 3 clusters Score -645140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -645141.750000 Penalty: 2883.786133
	Iteration 63Q: 3 clusters Score -645141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -645141.437500 Penalty: 2883.786133
	Iteration 64Q: 3 clusters Score -645141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -645141.437500 Penalty: 2883.786133
	Iteration 65Q: 3 clusters Score -645141.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -645141.875000 Penalty: 2883.786133
	Iteration 66Q: 3 clusters Score -645141.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -645143.187500 Penalty: 2883.786133
	Iteration 67Q: 3 clusters Score -645143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -645145.062500 Penalty: 2883.786133
	Iteration 68Q: 3 clusters Score -645145.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -645144.312500 Penalty: 2883.786133
	Iteration 69Q: 3 clusters Score -645144.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -645143.812500 Penalty: 2883.786133
	Iteration 70Q: 3 clusters Score -645143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -645143.812500 Penalty: 2883.786133
	Iteration 71F: 3 clusters Score -645143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Entering Unmasked Estep 
Score: -2155748.250000 Penalty: 1627.122192
	Iteration 0F: 2 clusters Score -2155748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2140492.000000 Penalty: 3254.244385
	Iteration 0F: 3 clusters Score -2140492 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2146205.750000 Penalty: 3254.244385
	Iteration 1F: 3 clusters Score -2146206 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2146832.750000 Penalty: 3254.244385
	Iteration 2F: 3 clusters Score -2146833 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2147561.000000 Penalty: 3254.244385
	Iteration 3F: 3 clusters Score -2147561 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2148359.000000 Penalty: 3254.244385
	Iteration 4F: 3 clusters Score -2148359 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2149108.750000 Penalty: 3254.244385
	Iteration 5F: 3 clusters Score -2149109 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2149773.250000 Penalty: 3254.244385
	Iteration 6F: 3 clusters Score -2149773 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2150280.250000 Penalty: 3254.244385
	Iteration 7Q: 3 clusters Score -2150280 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2150690.000000 Penalty: 3254.244385
	Iteration 8Q: 3 clusters Score -2150690 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2151011.000000 Penalty: 3254.244385
	Iteration 9Q: 3 clusters Score -2151011 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2151356.000000 Penalty: 3254.244385
	Iteration 10Q: 3 clusters Score -2151356 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2151731.500000 Penalty: 3254.244385
	Iteration 11Q: 3 clusters Score -2151732 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2152090.000000 Penalty: 3254.244385
	Iteration 12Q: 3 clusters Score -2152090 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2152378.500000 Penalty: 3254.244385
	Iteration 13Q: 3 clusters Score -2152378 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2152550.000000 Penalty: 3254.244385
	Iteration 14Q: 3 clusters Score -2152550 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2152660.250000 Penalty: 3254.244385
	Iteration 15Q: 3 clusters Score -2152660 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2152732.750000 Penalty: 3254.244385
	Iteration 16Q: 3 clusters Score -2152733 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2152792.750000 Penalty: 3254.244385
	Iteration 17Q: 3 clusters Score -2152793 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2152813.250000 Penalty: 3254.244385
	Iteration 18Q: 3 clusters Score -2152813 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2152845.250000 Penalty: 3254.244385
	Iteration 19Q: 3 clusters Score -2152845 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2152878.500000 Penalty: 3254.244385
	Iteration 20F: 3 clusters Score -2152878 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2152912.500000 Penalty: 3254.244385
	Iteration 21Q: 3 clusters Score -2152912 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2152929.250000 Penalty: 3254.244385
	Iteration 22Q: 3 clusters Score -2152929 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2152941.000000 Penalty: 3254.244385
	Iteration 23Q: 3 clusters Score -2152941 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -2152956.750000 Penalty: 3254.244385
	Iteration 24Q: 3 clusters Score -2152957 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2152969.250000 Penalty: 3254.244385
	Iteration 25Q: 3 clusters Score -2152969 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2152978.000000 Penalty: 3254.244385
	Iteration 26Q: 3 clusters Score -2152978 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2152985.000000 Penalty: 3254.244385
	Iteration 27Q: 3 clusters Score -2152985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2152981.250000 Penalty: 3254.244385
	Iteration 28Q: 3 clusters Score -2152981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2152991.000000 Penalty: 3254.244385
	Iteration 29Q: 3 clusters Score -2152991 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2152993.000000 Penalty: 3254.244385
	Iteration 30Q: 3 clusters Score -2152993 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2153000.250000 Penalty: 3254.244385
	Iteration 31Q: 3 clusters Score -2153000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2153003.000000 Penalty: 3254.244385
	Iteration 32Q: 3 clusters Score -2153003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2153014.500000 Penalty: 3254.244385
	Iteration 33Q: 3 clusters Score -2153014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2153020.000000 Penalty: 3254.244385
	Iteration 34Q: 3 clusters Score -2153020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2153022.000000 Penalty: 3254.244385
	Iteration 35Q: 3 clusters Score -2153022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2153026.250000 Penalty: 3254.244385
	Iteration 36Q: 3 clusters Score -2153026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2153035.750000 Penalty: 3254.244385
	Iteration 37Q: 3 clusters Score -2153036 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2153037.250000 Penalty: 3254.244385
	Iteration 38Q: 3 clusters Score -2153037 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2153045.500000 Penalty: 3254.244385
	Iteration 39Q: 3 clusters Score -2153046 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2153058.250000 Penalty: 3254.244385
	Iteration 40F: 3 clusters Score -2153058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2153061.750000 Penalty: 3254.244385
	Iteration 41Q: 3 clusters Score -2153062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2153062.750000 Penalty: 3254.244385
	Iteration 42Q: 3 clusters Score -2153063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2153068.500000 Penalty: 3254.244385
	Iteration 43Q: 3 clusters Score -2153068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2153074.000000 Penalty: 3254.244385
	Iteration 44Q: 3 clusters Score -2153074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2153076.500000 Penalty: 3254.244385
	Iteration 45Q: 3 clusters Score -2153076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2153077.000000 Penalty: 3254.244385
	Iteration 46Q: 3 clusters Score -2153077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2153081.500000 Penalty: 3254.244385
	Iteration 47Q: 3 clusters Score -2153082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -2153086.000000 Penalty: 3254.244385
	Iteration 48Q: 3 clusters Score -2153086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2153086.000000 Penalty: 3254.244385
	Iteration 49Q: 3 clusters Score -2153086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2153093.250000 Penalty: 3254.244385
	Iteration 50Q: 3 clusters Score -2153093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2153094.250000 Penalty: 3254.244385
	Iteration 51Q: 3 clusters Score -2153094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2153093.500000 Penalty: 3254.244385
	Iteration 52Q: 3 clusters Score -2153094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2153094.750000 Penalty: 3254.244385
	Iteration 53Q: 3 clusters Score -2153095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2153098.000000 Penalty: 3254.244385
	Iteration 54Q: 3 clusters Score -2153098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2153100.250000 Penalty: 3254.244385
	Iteration 55Q: 3 clusters Score -2153100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2153109.000000 Penalty: 3254.244385
	Iteration 56Q: 3 clusters Score -2153109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -2153105.500000 Penalty: 3254.244385
	Iteration 57Q: 3 clusters Score -2153106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2153111.500000 Penalty: 3254.244385
	Iteration 58Q: 3 clusters Score -2153112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2153118.250000 Penalty: 3254.244385
	Iteration 59Q: 3 clusters Score -2153118 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2153120.500000 Penalty: 3254.244385
	Iteration 60F: 3 clusters Score -2153120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2153122.750000 Penalty: 3254.244385
	Iteration 61Q: 3 clusters Score -2153123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2153129.750000 Penalty: 3254.244385
	Iteration 62Q: 3 clusters Score -2153130 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2153136.500000 Penalty: 3254.244385
	Iteration 63Q: 3 clusters Score -2153136 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2153144.250000 Penalty: 3254.244385
	Iteration 64Q: 3 clusters Score -2153144 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2153154.250000 Penalty: 3254.244385
	Iteration 65Q: 3 clusters Score -2153154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2153166.750000 Penalty: 3254.244385
	Iteration 66Q: 3 clusters Score -2153167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2153182.000000 Penalty: 3254.244385
	Iteration 67Q: 3 clusters Score -2153182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2153184.750000 Penalty: 3254.244385
	Iteration 68Q: 3 clusters Score -2153185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2153186.500000 Penalty: 3254.244385
	Iteration 69Q: 3 clusters Score -2153186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2153191.000000 Penalty: 3254.244385
	Iteration 70Q: 3 clusters Score -2153191 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2153206.250000 Penalty: 3254.244385
	Iteration 71Q: 3 clusters Score -2153206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -2153210.500000 Penalty: 3254.244385
	Iteration 72Q: 3 clusters Score -2153210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2153211.250000 Penalty: 3254.244385
	Iteration 73Q: 3 clusters Score -2153211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2153215.500000 Penalty: 3254.244385
	Iteration 74Q: 3 clusters Score -2153216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2153220.750000 Penalty: 3254.244385
	Iteration 75Q: 3 clusters Score -2153221 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -2153224.500000 Penalty: 3254.244385
	Iteration 76Q: 3 clusters Score -2153224 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2153229.250000 Penalty: 3254.244385
	Iteration 77Q: 3 clusters Score -2153229 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2153235.000000 Penalty: 3254.244385
	Iteration 78Q: 3 clusters Score -2153235 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2153244.500000 Penalty: 3254.244385
	Iteration 79Q: 3 clusters Score -2153244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2153255.250000 Penalty: 3254.244385
	Iteration 80F: 3 clusters Score -2153255 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2153262.500000 Penalty: 3254.244385
	Iteration 81Q: 3 clusters Score -2153262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -2153265.500000 Penalty: 3254.244385
	Iteration 82Q: 3 clusters Score -2153266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2153272.000000 Penalty: 3254.244385
	Iteration 83Q: 3 clusters Score -2153272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -2153282.750000 Penalty: 3254.244385
	Iteration 84Q: 3 clusters Score -2153283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2153283.500000 Penalty: 3254.244385
	Iteration 85Q: 3 clusters Score -2153284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2153283.250000 Penalty: 3254.244385
	Iteration 86Q: 3 clusters Score -2153283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2153289.000000 Penalty: 3254.244385
	Iteration 87Q: 3 clusters Score -2153289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2153297.000000 Penalty: 3254.244385
	Iteration 88Q: 3 clusters Score -2153297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2153307.750000 Penalty: 3254.244385
	Iteration 89Q: 3 clusters Score -2153308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2153308.500000 Penalty: 3254.244385
	Iteration 90Q: 3 clusters Score -2153308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -2153315.750000 Penalty: 3254.244385
	Iteration 91Q: 3 clusters Score -2153316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2153321.000000 Penalty: 3254.244385
	Iteration 92Q: 3 clusters Score -2153321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2153324.000000 Penalty: 3254.244385
	Iteration 93Q: 3 clusters Score -2153324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2153334.000000 Penalty: 3254.244385
	Iteration 94Q: 3 clusters Score -2153334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2153344.500000 Penalty: 3254.244385
	Iteration 95Q: 3 clusters Score -2153344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -2153352.250000 Penalty: 3254.244385
	Iteration 96Q: 3 clusters Score -2153352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2153353.500000 Penalty: 3254.244385
	Iteration 97Q: 3 clusters Score -2153354 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2153355.000000 Penalty: 3254.244385
	Iteration 98Q: 3 clusters Score -2153355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2153356.000000 Penalty: 3254.244385
	Iteration 99Q: 3 clusters Score -2153356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2153361.750000 Penalty: 3254.244385
	Iteration 100F: 3 clusters Score -2153362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2153365.500000 Penalty: 3254.244385
	Iteration 101Q: 3 clusters Score -2153366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2153371.250000 Penalty: 3254.244385
	Iteration 102Q: 3 clusters Score -2153371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -2153370.000000 Penalty: 3254.244385
	Iteration 103Q: 3 clusters Score -2153370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -2153371.500000 Penalty: 3254.244385
	Iteration 104Q: 3 clusters Score -2153372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2153374.500000 Penalty: 3254.244385
	Iteration 105Q: 3 clusters Score -2153374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2153374.500000 Penalty: 3254.244385
	Iteration 106Q: 3 clusters Score -2153374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2153376.000000 Penalty: 3254.244385
	Iteration 107Q: 3 clusters Score -2153376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2153385.500000 Penalty: 3254.244385
	Iteration 108Q: 3 clusters Score -2153386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2153388.750000 Penalty: 3254.244385
	Iteration 109Q: 3 clusters Score -2153389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2153395.000000 Penalty: 3254.244385
	Iteration 110Q: 3 clusters Score -2153395 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -2153400.250000 Penalty: 3254.244385
	Iteration 111Q: 3 clusters Score -2153400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2153403.500000 Penalty: 3254.244385
	Iteration 112Q: 3 clusters Score -2153404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2153417.250000 Penalty: 3254.244385
	Iteration 113Q: 3 clusters Score -2153417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2153423.000000 Penalty: 3254.244385
	Iteration 114Q: 3 clusters Score -2153423 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2153430.000000 Penalty: 3254.244385
	Iteration 115Q: 3 clusters Score -2153430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2153434.750000 Penalty: 3254.244385
	Iteration 116Q: 3 clusters Score -2153435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2153440.250000 Penalty: 3254.244385
	Iteration 117Q: 3 clusters Score -2153440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -2153446.000000 Penalty: 3254.244385
	Iteration 118Q: 3 clusters Score -2153446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2153445.750000 Penalty: 3254.244385
	Iteration 119Q: 3 clusters Score -2153446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2153454.250000 Penalty: 3254.244385
	Iteration 120F: 3 clusters Score -2153454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2153459.750000 Penalty: 3254.244385
	Iteration 121Q: 3 clusters Score -2153460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2153466.750000 Penalty: 3254.244385
	Iteration 122Q: 3 clusters Score -2153467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2153471.000000 Penalty: 3254.244385
	Iteration 123Q: 3 clusters Score -2153471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2153478.000000 Penalty: 3254.244385
	Iteration 124Q: 3 clusters Score -2153478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2153479.250000 Penalty: 3254.244385
	Iteration 125Q: 3 clusters Score -2153479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2153483.000000 Penalty: 3254.244385
	Iteration 126Q: 3 clusters Score -2153483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2153493.000000 Penalty: 3254.244385
	Iteration 127Q: 3 clusters Score -2153493 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2153501.750000 Penalty: 3254.244385
	Iteration 128Q: 3 clusters Score -2153502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -2153511.000000 Penalty: 3254.244385
	Iteration 129Q: 3 clusters Score -2153511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -2153522.500000 Penalty: 3254.244385
	Iteration 130Q: 3 clusters Score -2153522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2153525.750000 Penalty: 3254.244385
	Iteration 131Q: 3 clusters Score -2153526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2153526.250000 Penalty: 3254.244385
	Iteration 132Q: 3 clusters Score -2153526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2153526.750000 Penalty: 3254.244385
	Iteration 133Q: 3 clusters Score -2153527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -2153527.500000 Penalty: 3254.244385
	Iteration 134Q: 3 clusters Score -2153528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2153528.250000 Penalty: 3254.244385
	Iteration 135Q: 3 clusters Score -2153528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2153533.000000 Penalty: 3254.244385
	Iteration 136Q: 3 clusters Score -2153533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2153534.750000 Penalty: 3254.244385
	Iteration 137Q: 3 clusters Score -2153535 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2153539.500000 Penalty: 3254.244385
	Iteration 138Q: 3 clusters Score -2153540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2153544.000000 Penalty: 3254.244385
	Iteration 139Q: 3 clusters Score -2153544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2153550.500000 Penalty: 3254.244385
	Iteration 140F: 3 clusters Score -2153550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2153554.500000 Penalty: 3254.244385
	Iteration 141Q: 3 clusters Score -2153554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2153556.500000 Penalty: 3254.244385
	Iteration 142Q: 3 clusters Score -2153556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2153564.500000 Penalty: 3254.244385
	Iteration 143Q: 3 clusters Score -2153564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2153574.500000 Penalty: 3254.244385
	Iteration 144Q: 3 clusters Score -2153574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2153582.500000 Penalty: 3254.244385
	Iteration 145Q: 3 clusters Score -2153582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2153598.000000 Penalty: 3254.244385
	Iteration 146Q: 3 clusters Score -2153598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2153601.000000 Penalty: 3254.244385
	Iteration 147Q: 3 clusters Score -2153601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2153605.500000 Penalty: 3254.244385
	Iteration 148Q: 3 clusters Score -2153606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2153622.250000 Penalty: 3254.244385
	Iteration 149Q: 3 clusters Score -2153622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2153639.750000 Penalty: 3254.244385
	Iteration 150Q: 3 clusters Score -2153640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2153650.250000 Penalty: 3254.244385
	Iteration 151Q: 3 clusters Score -2153650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2153659.750000 Penalty: 3254.244385
	Iteration 152Q: 3 clusters Score -2153660 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2153665.750000 Penalty: 3254.244385
	Iteration 153Q: 3 clusters Score -2153666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2153673.750000 Penalty: 3254.244385
	Iteration 154Q: 3 clusters Score -2153674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2153683.250000 Penalty: 3254.244385
	Iteration 155Q: 3 clusters Score -2153683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2153693.000000 Penalty: 3254.244385
	Iteration 156Q: 3 clusters Score -2153693 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2153703.000000 Penalty: 3254.244385
	Iteration 157Q: 3 clusters Score -2153703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2153700.000000 Penalty: 3254.244385
	Iteration 158Q: 3 clusters Score -2153700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2153706.250000 Penalty: 3254.244385
	Iteration 159Q: 3 clusters Score -2153706 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2153716.500000 Penalty: 3254.244385
	Iteration 160F: 3 clusters Score -2153716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2153722.750000 Penalty: 3254.244385
	Iteration 161Q: 3 clusters Score -2153723 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2153741.250000 Penalty: 3254.244385
	Iteration 162Q: 3 clusters Score -2153741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2153749.000000 Penalty: 3254.244385
	Iteration 163Q: 3 clusters Score -2153749 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2153761.500000 Penalty: 3254.244385
	Iteration 164Q: 3 clusters Score -2153762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2153770.500000 Penalty: 3254.244385
	Iteration 165Q: 3 clusters Score -2153770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2153781.000000 Penalty: 3254.244385
	Iteration 166Q: 3 clusters Score -2153781 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2153791.500000 Penalty: 3254.244385
	Iteration 167Q: 3 clusters Score -2153792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2153811.000000 Penalty: 3254.244385
	Iteration 168Q: 3 clusters Score -2153811 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2153830.000000 Penalty: 3254.244385
	Iteration 169Q: 3 clusters Score -2153830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2153846.000000 Penalty: 3254.244385
	Iteration 170Q: 3 clusters Score -2153846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2153865.000000 Penalty: 3254.244385
	Iteration 171Q: 3 clusters Score -2153865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2153877.750000 Penalty: 3254.244385
	Iteration 172Q: 3 clusters Score -2153878 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2153894.250000 Penalty: 3254.244385
	Iteration 173Q: 3 clusters Score -2153894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2153902.500000 Penalty: 3254.244385
	Iteration 174Q: 3 clusters Score -2153902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2153913.500000 Penalty: 3254.244385
	Iteration 175Q: 3 clusters Score -2153914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2153924.250000 Penalty: 3254.244385
	Iteration 176Q: 3 clusters Score -2153924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2153935.250000 Penalty: 3254.244385
	Iteration 177Q: 3 clusters Score -2153935 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2153943.500000 Penalty: 3254.244385
	Iteration 178Q: 3 clusters Score -2153944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2153951.250000 Penalty: 3254.244385
	Iteration 179Q: 3 clusters Score -2153951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2153952.000000 Penalty: 3254.244385
	Iteration 180F: 3 clusters Score -2153952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2153958.750000 Penalty: 3254.244385
	Iteration 181Q: 3 clusters Score -2153959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2153963.250000 Penalty: 3254.244385
	Iteration 182Q: 3 clusters Score -2153963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2153972.500000 Penalty: 3254.244385
	Iteration 183Q: 3 clusters Score -2153972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2153981.500000 Penalty: 3254.244385
	Iteration 184Q: 3 clusters Score -2153982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2153989.500000 Penalty: 3254.244385
	Iteration 185Q: 3 clusters Score -2153990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2154002.750000 Penalty: 3254.244385
	Iteration 186Q: 3 clusters Score -2154003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2154010.500000 Penalty: 3254.244385
	Iteration 187Q: 3 clusters Score -2154010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2154012.750000 Penalty: 3254.244385
	Iteration 188Q: 3 clusters Score -2154013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2154022.000000 Penalty: 3254.244385
	Iteration 189Q: 3 clusters Score -2154022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2154037.500000 Penalty: 3254.244385
	Iteration 190Q: 3 clusters Score -2154038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2154050.500000 Penalty: 3254.244385
	Iteration 191Q: 3 clusters Score -2154050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2154065.250000 Penalty: 3254.244385
	Iteration 192Q: 3 clusters Score -2154065 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2154068.750000 Penalty: 3254.244385
	Iteration 193Q: 3 clusters Score -2154069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2154080.750000 Penalty: 3254.244385
	Iteration 194Q: 3 clusters Score -2154081 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2154085.500000 Penalty: 3254.244385
	Iteration 195Q: 3 clusters Score -2154086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2154094.750000 Penalty: 3254.244385
	Iteration 196Q: 3 clusters Score -2154095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2154102.250000 Penalty: 3254.244385
	Iteration 197Q: 3 clusters Score -2154102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2154110.500000 Penalty: 3254.244385
	Iteration 198Q: 3 clusters Score -2154110 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2154119.750000 Penalty: 3254.244385
	Iteration 199Q: 3 clusters Score -2154120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2154123.750000 Penalty: 3254.244385
	Iteration 200F: 3 clusters Score -2154124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2154127.500000 Penalty: 3254.244385
	Iteration 201Q: 3 clusters Score -2154128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2154134.250000 Penalty: 3254.244385
	Iteration 202Q: 3 clusters Score -2154134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2154149.250000 Penalty: 3254.244385
	Iteration 203Q: 3 clusters Score -2154149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2154155.000000 Penalty: 3254.244385
	Iteration 204Q: 3 clusters Score -2154155 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2154162.500000 Penalty: 3254.244385
	Iteration 205Q: 3 clusters Score -2154162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2154173.500000 Penalty: 3254.244385
	Iteration 206Q: 3 clusters Score -2154174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2154183.250000 Penalty: 3254.244385
	Iteration 207Q: 3 clusters Score -2154183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2154186.000000 Penalty: 3254.244385
	Iteration 208Q: 3 clusters Score -2154186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2154195.750000 Penalty: 3254.244385
	Iteration 209Q: 3 clusters Score -2154196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2154210.000000 Penalty: 3254.244385
	Iteration 210Q: 3 clusters Score -2154210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2154219.500000 Penalty: 3254.244385
	Iteration 211Q: 3 clusters Score -2154220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2154226.500000 Penalty: 3254.244385
	Iteration 212Q: 3 clusters Score -2154226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2154238.500000 Penalty: 3254.244385
	Iteration 213Q: 3 clusters Score -2154238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2154246.500000 Penalty: 3254.244385
	Iteration 214Q: 3 clusters Score -2154246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2154258.250000 Penalty: 3254.244385
	Iteration 215Q: 3 clusters Score -2154258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2154276.500000 Penalty: 3254.244385
	Iteration 216Q: 3 clusters Score -2154276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2154292.500000 Penalty: 3254.244385
	Iteration 217Q: 3 clusters Score -2154292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2154311.250000 Penalty: 3254.244385
	Iteration 218Q: 3 clusters Score -2154311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2154318.750000 Penalty: 3254.244385
	Iteration 219Q: 3 clusters Score -2154319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2154331.250000 Penalty: 3254.244385
	Iteration 220F: 3 clusters Score -2154331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2154338.750000 Penalty: 3254.244385
	Iteration 221Q: 3 clusters Score -2154339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2154351.000000 Penalty: 3254.244385
	Iteration 222Q: 3 clusters Score -2154351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2154357.500000 Penalty: 3254.244385
	Iteration 223Q: 3 clusters Score -2154358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2154362.500000 Penalty: 3254.244385
	Iteration 224Q: 3 clusters Score -2154362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2154368.750000 Penalty: 3254.244385
	Iteration 225Q: 3 clusters Score -2154369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2154376.500000 Penalty: 3254.244385
	Iteration 226Q: 3 clusters Score -2154376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2154381.250000 Penalty: 3254.244385
	Iteration 227Q: 3 clusters Score -2154381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2154384.000000 Penalty: 3254.244385
	Iteration 228Q: 3 clusters Score -2154384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2154381.750000 Penalty: 3254.244385
	Iteration 229Q: 3 clusters Score -2154382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2154385.500000 Penalty: 3254.244385
	Iteration 230Q: 3 clusters Score -2154386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2154387.500000 Penalty: 3254.244385
	Iteration 231Q: 3 clusters Score -2154388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2154385.500000 Penalty: 3254.244385
	Iteration 232Q: 3 clusters Score -2154386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2154388.500000 Penalty: 3254.244385
	Iteration 233Q: 3 clusters Score -2154388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2154387.250000 Penalty: 3254.244385
	Iteration 234Q: 3 clusters Score -2154387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2154389.750000 Penalty: 3254.244385
	Iteration 235Q: 3 clusters Score -2154390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2154388.500000 Penalty: 3254.244385
	Iteration 236Q: 3 clusters Score -2154388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2154388.500000 Penalty: 3254.244385
	Iteration 237F: 3 clusters Score -2154388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Entering Unmasked Estep 
Score: -399922.062500 Penalty: 1372.774536
	Iteration 0F: 2 clusters Score -399922.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -396164.687500 Penalty: 2745.549072
	Iteration 0F: 3 clusters Score -396164.7 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -397375.218750 Penalty: 2745.549072
	Iteration 1F: 3 clusters Score -397375.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -397610.500000 Penalty: 2745.549072
	Iteration 2F: 3 clusters Score -397610.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -397722.750000 Penalty: 2745.549072
	Iteration 3F: 3 clusters Score -397722.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -397797.625000 Penalty: 2745.549072
	Iteration 4Q: 3 clusters Score -397797.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -397862.656250 Penalty: 2745.549072
	Iteration 5Q: 3 clusters Score -397862.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -397919.125000 Penalty: 2745.549072
	Iteration 6Q: 3 clusters Score -397919.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -397981.218750 Penalty: 2745.549072
	Iteration 7Q: 3 clusters Score -397981.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -398046.093750 Penalty: 2745.549072
	Iteration 8Q: 3 clusters Score -398046.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -398106.656250 Penalty: 2745.549072
	Iteration 9Q: 3 clusters Score -398106.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -398172.500000 Penalty: 2745.549072
	Iteration 10Q: 3 clusters Score -398172.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -398246.875000 Penalty: 2745.549072
	Iteration 11Q: 3 clusters Score -398246.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -398317.625000 Penalty: 2745.549072
	Iteration 12Q: 3 clusters Score -398317.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -398393.875000 Penalty: 2745.549072
	Iteration 13Q: 3 clusters Score -398393.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -398469.156250 Penalty: 2745.549072
	Iteration 14Q: 3 clusters Score -398469.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -398542.906250 Penalty: 2745.549072
	Iteration 15Q: 3 clusters Score -398542.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -398598.562500 Penalty: 2745.549072
	Iteration 16Q: 3 clusters Score -398598.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -398654.031250 Penalty: 2745.549072
	Iteration 17Q: 3 clusters Score -398654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -398720.687500 Penalty: 2745.549072
	Iteration 18Q: 3 clusters Score -398720.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -398783.187500 Penalty: 2745.549072
	Iteration 19Q: 3 clusters Score -398783.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -398830.187500 Penalty: 2745.549072
	Iteration 20F: 3 clusters Score -398830.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -398867.906250 Penalty: 2745.549072
	Iteration 21Q: 3 clusters Score -398867.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -398899.937500 Penalty: 2745.549072
	Iteration 22Q: 3 clusters Score -398899.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -398927.156250 Penalty: 2745.549072
	Iteration 23Q: 3 clusters Score -398927.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -398939.875000 Penalty: 2745.549072
	Iteration 24Q: 3 clusters Score -398939.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -398950.593750 Penalty: 2745.549072
	Iteration 25Q: 3 clusters Score -398950.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -398961.031250 Penalty: 2745.549072
	Iteration 26Q: 3 clusters Score -398961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -398976.937500 Penalty: 2745.549072
	Iteration 27Q: 3 clusters Score -398976.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -398989.687500 Penalty: 2745.549072
	Iteration 28Q: 3 clusters Score -398989.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -399003.875000 Penalty: 2745.549072
	Iteration 29Q: 3 clusters Score -399003.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -399017.656250 Penalty: 2745.549072
	Iteration 30Q: 3 clusters Score -399017.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -399026.062500 Penalty: 2745.549072
	Iteration 31Q: 3 clusters Score -399026.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -399037.781250 Penalty: 2745.549072
	Iteration 32Q: 3 clusters Score -399037.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -399047.593750 Penalty: 2745.549072
	Iteration 33Q: 3 clusters Score -399047.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -399058.031250 Penalty: 2745.549072
	Iteration 34Q: 3 clusters Score -399058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -399064.406250 Penalty: 2745.549072
	Iteration 35Q: 3 clusters Score -399064.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -399069.031250 Penalty: 2745.549072
	Iteration 36Q: 3 clusters Score -399069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -399073.875000 Penalty: 2745.549072
	Iteration 37Q: 3 clusters Score -399073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -399080.562500 Penalty: 2745.549072
	Iteration 38Q: 3 clusters Score -399080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -399088.562500 Penalty: 2745.549072
	Iteration 39Q: 3 clusters Score -399088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -399095.343750 Penalty: 2745.549072
	Iteration 40F: 3 clusters Score -399095.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -399101.593750 Penalty: 2745.549072
	Iteration 41Q: 3 clusters Score -399101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -399103.906250 Penalty: 2745.549072
	Iteration 42Q: 3 clusters Score -399103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -399106.843750 Penalty: 2745.549072
	Iteration 43Q: 3 clusters Score -399106.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -399107.687500 Penalty: 2745.549072
	Iteration 44Q: 3 clusters Score -399107.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -399108.125000 Penalty: 2745.549072
	Iteration 45Q: 3 clusters Score -399108.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -399108.312500 Penalty: 2745.549072
	Iteration 46Q: 3 clusters Score -399108.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -399110.156250 Penalty: 2745.549072
	Iteration 47Q: 3 clusters Score -399110.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -399111.812500 Penalty: 2745.549072
	Iteration 48Q: 3 clusters Score -399111.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -399114.875000 Penalty: 2745.549072
	Iteration 49Q: 3 clusters Score -399114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -399115.656250 Penalty: 2745.549072
	Iteration 50Q: 3 clusters Score -399115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -399116.875000 Penalty: 2745.549072
	Iteration 51Q: 3 clusters Score -399116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -399117.843750 Penalty: 2745.549072
	Iteration 52Q: 3 clusters Score -399117.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -399118.468750 Penalty: 2745.549072
	Iteration 53Q: 3 clusters Score -399118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -399118.468750 Penalty: 2745.549072
	Iteration 54F: 3 clusters Score -399118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151232 members 
Entering Unmasked Estep 
Score: -14350159.000000 Penalty: 1938.067627
	Iteration 0F: 2 clusters Score -1.435016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -14249522.000000 Penalty: 3876.135254
	Iteration 0F: 3 clusters Score -1.424952e+07 nChanged 72994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 68079 members 
Entering Unmasked Estep 
Score: -14292778.000000 Penalty: 3876.135254
	Iteration 1F: 3 clusters Score -1.429278e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 63413 members 
Entering Unmasked Estep 
Score: -14294622.000000 Penalty: 3876.135254
	Iteration 2Q: 3 clusters Score -1.429462e+07 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95114 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -14298045.000000 Penalty: 3876.135254
	Iteration 3F: 3 clusters Score -1.429804e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105644 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -14304858.000000 Penalty: 3876.135254
	Iteration 4F: 3 clusters Score -1.430486e+07 nChanged 13831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119445 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -14316633.000000 Penalty: 3876.135254
	Iteration 5F: 3 clusters Score -1.431663e+07 nChanged 14604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134039 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -14331674.000000 Penalty: 3876.135254
	Iteration 6F: 3 clusters Score -1.433167e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144244 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -14342122.000000 Penalty: 3876.135254
	Iteration 7F: 3 clusters Score -1.434212e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148829 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -14346415.000000 Penalty: 3876.135254
	Iteration 8Q: 3 clusters Score -1.434642e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150349 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -14347760.000000 Penalty: 3876.135254
	Iteration 9Q: 3 clusters Score -1.434776e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150818 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14348224.000000 Penalty: 3876.135254
	Iteration 10Q: 3 clusters Score -1.434822e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150925 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -14348382.000000 Penalty: 3876.135254
	Iteration 11Q: 3 clusters Score -1.434838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150961 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -14348426.000000 Penalty: 3876.135254
	Iteration 12Q: 3 clusters Score -1.434843e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150976 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14348444.000000 Penalty: 3876.135254
	Iteration 13Q: 3 clusters Score -1.434844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150989 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -14348458.000000 Penalty: 3876.135254
	Iteration 14Q: 3 clusters Score -1.434846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150993 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14348473.000000 Penalty: 3876.135254
	Iteration 15Q: 3 clusters Score -1.434847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150998 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14348485.000000 Penalty: 3876.135254
	Iteration 16Q: 3 clusters Score -1.434848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151000 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14348494.000000 Penalty: 3876.135254
	Iteration 17Q: 3 clusters Score -1.434849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151002 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -14348496.000000 Penalty: 3876.135254
	Iteration 18Q: 3 clusters Score -1.43485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14348493.000000 Penalty: 3876.135254
	Iteration 19Q: 3 clusters Score -1.434849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151004 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -14348493.000000 Penalty: 3876.135254
	Iteration 20F: 3 clusters Score -1.434849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Entering Unmasked Estep 
Score: -575398.625000 Penalty: 1418.710938
	Iteration 0F: 2 clusters Score -575398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -570675.187500 Penalty: 2837.421875
	Iteration 0F: 3 clusters Score -570675.2 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -572174.937500 Penalty: 2837.421875
	Iteration 1F: 3 clusters Score -572174.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -572470.437500 Penalty: 2837.421875
	Iteration 2F: 3 clusters Score -572470.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -572721.250000 Penalty: 2837.421875
	Iteration 3F: 3 clusters Score -572721.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -572972.500000 Penalty: 2837.421875
	Iteration 4F: 3 clusters Score -572972.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -573238.562500 Penalty: 2837.421875
	Iteration 5F: 3 clusters Score -573238.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -573484.500000 Penalty: 2837.421875
	Iteration 6F: 3 clusters Score -573484.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -573733.062500 Penalty: 2837.421875
	Iteration 7Q: 3 clusters Score -573733.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -574003.937500 Penalty: 2837.421875
	Iteration 8F: 3 clusters Score -574003.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -574358.312500 Penalty: 2837.421875
	Iteration 9F: 3 clusters Score -574358.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -574876.375000 Penalty: 2837.421875
	Iteration 10F: 3 clusters Score -574876.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -575442.812500 Penalty: 2837.421875
	Iteration 11F: 3 clusters Score -575442.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -575741.625000 Penalty: 2837.421875
	Iteration 12Q: 3 clusters Score -575741.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -575947.625000 Penalty: 2837.421875
	Iteration 13Q: 3 clusters Score -575947.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -576087.375000 Penalty: 2837.421875
	Iteration 14Q: 3 clusters Score -576087.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -576146.125000 Penalty: 2837.421875
	Iteration 15Q: 3 clusters Score -576146.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -576171.375000 Penalty: 2837.421875
	Iteration 16Q: 3 clusters Score -576171.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -576177.625000 Penalty: 2837.421875
	Iteration 17Q: 3 clusters Score -576177.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -576181.937500 Penalty: 2837.421875
	Iteration 18Q: 3 clusters Score -576181.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -576185.625000 Penalty: 2837.421875
	Iteration 19Q: 3 clusters Score -576185.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -576186.875000 Penalty: 2837.421875
	Iteration 20F: 3 clusters Score -576186.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -576187.500000 Penalty: 2837.421875
	Iteration 21Q: 3 clusters Score -576187.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -576186.812500 Penalty: 2837.421875
	Iteration 22Q: 3 clusters Score -576186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -576187.375000 Penalty: 2837.421875
	Iteration 23Q: 3 clusters Score -576187.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -576187.375000 Penalty: 2837.421875
	Iteration 24F: 3 clusters Score -576187.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109255 members 
Mstep: Class 5 contains 41024 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40834 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 17 contains 5669 members 
Mstep: Class 18 contains 3080 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25165 members 
Entering Unmasked Estep 
Score: -52385320.000000 Penalty: 45213.089844
Splitting cluster 18 changes total score from -52383792.000000 to -52385320.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 20 (10832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Entering Unmasked Estep 
Score: -1003152.062500 Penalty: 1509.667358
	Iteration 0F: 2 clusters Score -1003152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -995478.312500 Penalty: 3019.334717
	Iteration 0F: 3 clusters Score -995478.3 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -997995.187500 Penalty: 3019.334717
	Iteration 1F: 3 clusters Score -997995.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -998252.937500 Penalty: 3019.334717
	Iteration 2F: 3 clusters Score -998252.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -998450.312500 Penalty: 3019.334717
	Iteration 3F: 3 clusters Score -998450.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -998599.000000 Penalty: 3019.334717
	Iteration 4Q: 3 clusters Score -998599 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -998748.187500 Penalty: 3019.334717
	Iteration 5Q: 3 clusters Score -998748.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -998914.625000 Penalty: 3019.334717
	Iteration 6Q: 3 clusters Score -998914.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -999108.750000 Penalty: 3019.334717
	Iteration 7Q: 3 clusters Score -999108.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -999335.625000 Penalty: 3019.334717
	Iteration 8Q: 3 clusters Score -999335.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -999620.687500 Penalty: 3019.334717
	Iteration 9Q: 3 clusters Score -999620.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -999982.000000 Penalty: 3019.334717
	Iteration 10Q: 3 clusters Score -999982 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1000374.437500 Penalty: 3019.334717
	Iteration 11Q: 3 clusters Score -1000374 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1000743.500000 Penalty: 3019.334717
	Iteration 12Q: 3 clusters Score -1000744 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1001051.812500 Penalty: 3019.334717
	Iteration 13Q: 3 clusters Score -1001052 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1001289.937500 Penalty: 3019.334717
	Iteration 14Q: 3 clusters Score -1001290 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1001465.625000 Penalty: 3019.334717
	Iteration 15Q: 3 clusters Score -1001466 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1001602.125000 Penalty: 3019.334717
	Iteration 16Q: 3 clusters Score -1001602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1001705.437500 Penalty: 3019.334717
	Iteration 17Q: 3 clusters Score -1001705 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1001760.750000 Penalty: 3019.334717
	Iteration 18Q: 3 clusters Score -1001761 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1001793.000000 Penalty: 3019.334717
	Iteration 19Q: 3 clusters Score -1001793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1001805.125000 Penalty: 3019.334717
	Iteration 20F: 3 clusters Score -1001805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1001814.625000 Penalty: 3019.334717
	Iteration 21Q: 3 clusters Score -1001815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1001826.500000 Penalty: 3019.334717
	Iteration 22Q: 3 clusters Score -1001826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1001833.625000 Penalty: 3019.334717
	Iteration 23Q: 3 clusters Score -1001834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1001837.375000 Penalty: 3019.334717
	Iteration 24Q: 3 clusters Score -1001837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1001841.000000 Penalty: 3019.334717
	Iteration 25Q: 3 clusters Score -1001841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1001844.500000 Penalty: 3019.334717
	Iteration 26Q: 3 clusters Score -1001844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1001849.062500 Penalty: 3019.334717
	Iteration 27Q: 3 clusters Score -1001849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1001850.312500 Penalty: 3019.334717
	Iteration 28Q: 3 clusters Score -1001850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1001852.250000 Penalty: 3019.334717
	Iteration 29Q: 3 clusters Score -1001852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1001851.937500 Penalty: 3019.334717
	Iteration 30Q: 3 clusters Score -1001852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1001853.187500 Penalty: 3019.334717
	Iteration 31Q: 3 clusters Score -1001853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1001853.187500 Penalty: 3019.334717
	Iteration 32F: 3 clusters Score -1001853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Entering Unmasked Estep 
Score: -2396232.750000 Penalty: 1646.646484
	Iteration 0F: 2 clusters Score -2396233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2379227.750000 Penalty: 3293.292969
	Iteration 0F: 3 clusters Score -2379228 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2385483.000000 Penalty: 3293.292969
	Iteration 1F: 3 clusters Score -2385483 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2385902.750000 Penalty: 3293.292969
	Iteration 2Q: 3 clusters Score -2385903 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2386351.500000 Penalty: 3293.292969
	Iteration 3Q: 3 clusters Score -2386352 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2386846.000000 Penalty: 3293.292969
	Iteration 4Q: 3 clusters Score -2386846 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2387495.750000 Penalty: 3293.292969
	Iteration 5Q: 3 clusters Score -2387496 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2388231.500000 Penalty: 3293.292969
	Iteration 6F: 3 clusters Score -2388232 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2389137.250000 Penalty: 3293.292969
	Iteration 7F: 3 clusters Score -2389137 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2390220.750000 Penalty: 3293.292969
	Iteration 8F: 3 clusters Score -2390221 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2391375.000000 Penalty: 3293.292969
	Iteration 9F: 3 clusters Score -2391375 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2392308.500000 Penalty: 3293.292969
	Iteration 10F: 3 clusters Score -2392308 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2392948.750000 Penalty: 3293.292969
	Iteration 11Q: 3 clusters Score -2392949 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2393329.750000 Penalty: 3293.292969
	Iteration 12Q: 3 clusters Score -2393330 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2393561.250000 Penalty: 3293.292969
	Iteration 13Q: 3 clusters Score -2393561 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2393717.750000 Penalty: 3293.292969
	Iteration 14Q: 3 clusters Score -2393718 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2393838.500000 Penalty: 3293.292969
	Iteration 15Q: 3 clusters Score -2393838 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2393931.000000 Penalty: 3293.292969
	Iteration 16Q: 3 clusters Score -2393931 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2394001.500000 Penalty: 3293.292969
	Iteration 17Q: 3 clusters Score -2394002 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2394056.750000 Penalty: 3293.292969
	Iteration 18Q: 3 clusters Score -2394057 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -2394097.500000 Penalty: 3293.292969
	Iteration 19Q: 3 clusters Score -2394098 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2394145.750000 Penalty: 3293.292969
	Iteration 20F: 3 clusters Score -2394146 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2394182.750000 Penalty: 3293.292969
	Iteration 21Q: 3 clusters Score -2394183 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2394209.000000 Penalty: 3293.292969
	Iteration 22Q: 3 clusters Score -2394209 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2394235.750000 Penalty: 3293.292969
	Iteration 23Q: 3 clusters Score -2394236 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2394260.250000 Penalty: 3293.292969
	Iteration 24Q: 3 clusters Score -2394260 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2394285.000000 Penalty: 3293.292969
	Iteration 25Q: 3 clusters Score -2394285 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2394308.000000 Penalty: 3293.292969
	Iteration 26Q: 3 clusters Score -2394308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2394340.750000 Penalty: 3293.292969
	Iteration 27Q: 3 clusters Score -2394341 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2394346.750000 Penalty: 3293.292969
	Iteration 28Q: 3 clusters Score -2394347 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2394362.000000 Penalty: 3293.292969
	Iteration 29Q: 3 clusters Score -2394362 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2394371.750000 Penalty: 3293.292969
	Iteration 30Q: 3 clusters Score -2394372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2394379.250000 Penalty: 3293.292969
	Iteration 31Q: 3 clusters Score -2394379 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2394386.250000 Penalty: 3293.292969
	Iteration 32Q: 3 clusters Score -2394386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2394382.000000 Penalty: 3293.292969
	Iteration 33Q: 3 clusters Score -2394382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2394382.500000 Penalty: 3293.292969
	Iteration 34Q: 3 clusters Score -2394382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2394382.000000 Penalty: 3293.292969
	Iteration 35Q: 3 clusters Score -2394382 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -2394394.750000 Penalty: 3293.292969
	Iteration 36Q: 3 clusters Score -2394395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2394396.000000 Penalty: 3293.292969
	Iteration 37Q: 3 clusters Score -2394396 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2394403.500000 Penalty: 3293.292969
	Iteration 38Q: 3 clusters Score -2394404 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2394415.500000 Penalty: 3293.292969
	Iteration 39Q: 3 clusters Score -2394416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2394425.500000 Penalty: 3293.292969
	Iteration 40F: 3 clusters Score -2394426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2394433.500000 Penalty: 3293.292969
	Iteration 41Q: 3 clusters Score -2394434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2394434.000000 Penalty: 3293.292969
	Iteration 42Q: 3 clusters Score -2394434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2394440.000000 Penalty: 3293.292969
	Iteration 43Q: 3 clusters Score -2394440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2394441.500000 Penalty: 3293.292969
	Iteration 44Q: 3 clusters Score -2394442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2394444.500000 Penalty: 3293.292969
	Iteration 45Q: 3 clusters Score -2394444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2394446.500000 Penalty: 3293.292969
	Iteration 46Q: 3 clusters Score -2394446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2394445.750000 Penalty: 3293.292969
	Iteration 47Q: 3 clusters Score -2394446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2394447.750000 Penalty: 3293.292969
	Iteration 48Q: 3 clusters Score -2394448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2394449.250000 Penalty: 3293.292969
	Iteration 49Q: 3 clusters Score -2394449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2394449.750000 Penalty: 3293.292969
	Iteration 50Q: 3 clusters Score -2394450 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -2394451.250000 Penalty: 3293.292969
	Iteration 51Q: 3 clusters Score -2394451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2394452.000000 Penalty: 3293.292969
	Iteration 52Q: 3 clusters Score -2394452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2394460.250000 Penalty: 3293.292969
	Iteration 53Q: 3 clusters Score -2394460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2394459.750000 Penalty: 3293.292969
	Iteration 54Q: 3 clusters Score -2394460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2394465.750000 Penalty: 3293.292969
	Iteration 55Q: 3 clusters Score -2394466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2394464.750000 Penalty: 3293.292969
	Iteration 56Q: 3 clusters Score -2394465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2394468.000000 Penalty: 3293.292969
	Iteration 57Q: 3 clusters Score -2394468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2394466.500000 Penalty: 3293.292969
	Iteration 58Q: 3 clusters Score -2394466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2394467.000000 Penalty: 3293.292969
	Iteration 59Q: 3 clusters Score -2394467 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -2394468.250000 Penalty: 3293.292969
	Iteration 60F: 3 clusters Score -2394468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2394470.000000 Penalty: 3293.292969
	Iteration 61Q: 3 clusters Score -2394470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2394469.000000 Penalty: 3293.292969
	Iteration 62Q: 3 clusters Score -2394469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2394470.750000 Penalty: 3293.292969
	Iteration 63Q: 3 clusters Score -2394471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2394470.750000 Penalty: 3293.292969
	Iteration 64Q: 3 clusters Score -2394471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2394472.750000 Penalty: 3293.292969
	Iteration 65Q: 3 clusters Score -2394473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2394480.000000 Penalty: 3293.292969
	Iteration 66Q: 3 clusters Score -2394480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2394486.500000 Penalty: 3293.292969
	Iteration 67Q: 3 clusters Score -2394486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2394486.000000 Penalty: 3293.292969
	Iteration 68Q: 3 clusters Score -2394486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2394487.250000 Penalty: 3293.292969
	Iteration 69Q: 3 clusters Score -2394487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2394492.500000 Penalty: 3293.292969
	Iteration 70Q: 3 clusters Score -2394492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2394489.000000 Penalty: 3293.292969
	Iteration 71Q: 3 clusters Score -2394489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2394483.500000 Penalty: 3293.292969
	Iteration 72Q: 3 clusters Score -2394484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2394485.250000 Penalty: 3293.292969
	Iteration 73Q: 3 clusters Score -2394485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2394493.500000 Penalty: 3293.292969
	Iteration 74Q: 3 clusters Score -2394494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2394492.500000 Penalty: 3293.292969
	Iteration 75Q: 3 clusters Score -2394492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -2394489.250000 Penalty: 3293.292969
	Iteration 76Q: 3 clusters Score -2394489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2394487.750000 Penalty: 3293.292969
	Iteration 77Q: 3 clusters Score -2394488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2394489.500000 Penalty: 3293.292969
	Iteration 78Q: 3 clusters Score -2394490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2394491.500000 Penalty: 3293.292969
	Iteration 79Q: 3 clusters Score -2394492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -2394488.500000 Penalty: 3293.292969
	Iteration 80F: 3 clusters Score -2394488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2394490.000000 Penalty: 3293.292969
	Iteration 81Q: 3 clusters Score -2394490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2394490.500000 Penalty: 3293.292969
	Iteration 82Q: 3 clusters Score -2394490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2394491.000000 Penalty: 3293.292969
	Iteration 83Q: 3 clusters Score -2394491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2394492.750000 Penalty: 3293.292969
	Iteration 84Q: 3 clusters Score -2394493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2394494.500000 Penalty: 3293.292969
	Iteration 85Q: 3 clusters Score -2394494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2394493.750000 Penalty: 3293.292969
	Iteration 86Q: 3 clusters Score -2394494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2394495.750000 Penalty: 3293.292969
	Iteration 87Q: 3 clusters Score -2394496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -2394496.000000 Penalty: 3293.292969
	Iteration 88Q: 3 clusters Score -2394496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2394494.750000 Penalty: 3293.292969
	Iteration 89Q: 3 clusters Score -2394495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2394494.000000 Penalty: 3293.292969
	Iteration 90Q: 3 clusters Score -2394494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2394494.000000 Penalty: 3293.292969
	Iteration 91F: 3 clusters Score -2394494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109255 members 
Mstep: Class 5 contains 41024 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 9472 members 
Mstep: Class 8 contains 40834 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 7138 members 
Mstep: Class 14 contains 22316 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 18 contains 3080 members 
Mstep: Class 20 contains 10832 members 
Mstep: Class 21 contains 25165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386436.000000 Penalty: 45213.089844
Iteration 127F: 22 clusters Score -5.238644e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102806 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109219 members 
Mstep: Class 5 contains 40997 members 
Mstep: Class 6 contains 6243 members 
Mstep: Class 7 contains 9413 members 
Mstep: Class 8 contains 40778 members 
Mstep: Class 9 contains 6400 members 
Mstep: Class 10 contains 5267 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 7140 members 
Mstep: Class 14 contains 22510 members 
Mstep: Class 15 contains 4676 members 
Mstep: Class 16 contains 151230 members 
Mstep: Class 17 contains 5952 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 3049 members 
Mstep: Class 20 contains 10639 members 
Mstep: Class 21 contains 25131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387008.000000 Penalty: 45213.089844
Iteration 128Q: 22 clusters Score -5.238701e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102803 members 
Mstep: Class 2 contains 5303 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109251 members 
Mstep: Class 5 contains 40972 members 
Mstep: Class 6 contains 6252 members 
Mstep: Class 7 contains 9351 members 
Mstep: Class 8 contains 40735 members 
Mstep: Class 9 contains 6406 members 
Mstep: Class 10 contains 5264 members 
Mstep: Class 11 contains 1608 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 7127 members 
Mstep: Class 14 contains 22642 members 
Mstep: Class 15 contains 4675 members 
Mstep: Class 16 contains 151232 members 
Mstep: Class 17 contains 6091 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 3006 members 
Mstep: Class 20 contains 10499 members 
Mstep: Class 21 contains 25121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387300.000000 Penalty: 45213.089844
Iteration 129Q: 22 clusters Score -5.23873e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102805 members 
Mstep: Class 2 contains 5303 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109268 members 
Mstep: Class 5 contains 40968 members 
Mstep: Class 6 contains 6268 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 40703 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 5259 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 22716 members 
Mstep: Class 15 contains 4675 members 
Mstep: Class 16 contains 151236 members 
Mstep: Class 17 contains 6204 members 
Mstep: Class 18 contains 3061 members 
Mstep: Class 19 contains 2982 members 
Mstep: Class 20 contains 10425 members 
Mstep: Class 21 contains 25107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387564.000000 Penalty: 45213.089844
Iteration 130Q: 22 clusters Score -5.238756e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 5303 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109268 members 
Mstep: Class 5 contains 40974 members 
Mstep: Class 6 contains 6278 members 
Mstep: Class 7 contains 9236 members 
Mstep: Class 8 contains 40681 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1609 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 7100 members 
Mstep: Class 14 contains 22762 members 
Mstep: Class 15 contains 4675 members 
Mstep: Class 16 contains 151236 members 
Mstep: Class 17 contains 6289 members 
Mstep: Class 18 contains 3085 members 
Mstep: Class 19 contains 2958 members 
Mstep: Class 20 contains 10365 members 
Mstep: Class 21 contains 25092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387592.000000 Penalty: 45213.089844
Iteration 131Q: 22 clusters Score -5.238759e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109268 members 
Mstep: Class 5 contains 40974 members 
Mstep: Class 6 contains 6292 members 
Mstep: Class 7 contains 9195 members 
Mstep: Class 8 contains 40667 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 10 contains 5255 members 
Mstep: Class 11 contains 1609 members 
Mstep: Class 12 contains 1226 members 
Mstep: Class 13 contains 7087 members 
Mstep: Class 14 contains 22799 members 
Mstep: Class 15 contains 4676 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6352 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 2940 members 
Mstep: Class 20 contains 10317 members 
Mstep: Class 21 contains 25081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387740.000000 Penalty: 45213.089844
Iteration 132Q: 22 clusters Score -5.238774e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109287 members 
Mstep: Class 5 contains 40975 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 9167 members 
Mstep: Class 8 contains 40645 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 5256 members 
Mstep: Class 11 contains 1606 members 
Mstep: Class 12 contains 1228 members 
Mstep: Class 13 contains 7081 members 
Mstep: Class 14 contains 22836 members 
Mstep: Class 15 contains 4675 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6388 members 
Mstep: Class 18 contains 3111 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 10288 members 
Mstep: Class 21 contains 25071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387780.000000 Penalty: 45213.089844
Iteration 133Q: 22 clusters Score -5.238778e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 5302 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109306 members 
Mstep: Class 5 contains 40969 members 
Mstep: Class 6 contains 6321 members 
Mstep: Class 7 contains 9153 members 
Mstep: Class 8 contains 40620 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1605 members 
Mstep: Class 12 contains 1232 members 
Mstep: Class 13 contains 7078 members 
Mstep: Class 14 contains 22863 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 3119 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 10259 members 
Mstep: Class 21 contains 25068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387888.000000 Penalty: 45213.089844
Iteration 134Q: 22 clusters Score -5.238789e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102813 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109316 members 
Mstep: Class 5 contains 40964 members 
Mstep: Class 6 contains 6338 members 
Mstep: Class 7 contains 9130 members 
Mstep: Class 8 contains 40608 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1604 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 22886 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151239 members 
Mstep: Class 17 contains 6440 members 
Mstep: Class 18 contains 3129 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 10242 members 
Mstep: Class 21 contains 25061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387860.000000 Penalty: 45213.089844
Iteration 135Q: 22 clusters Score -5.238786e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109319 members 
Mstep: Class 5 contains 40956 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 9122 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 22892 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6461 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 2879 members 
Mstep: Class 20 contains 10224 members 
Mstep: Class 21 contains 25053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387824.000000 Penalty: 45213.089844
Iteration 136Q: 22 clusters Score -5.238782e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102812 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109315 members 
Mstep: Class 5 contains 40954 members 
Mstep: Class 6 contains 6367 members 
Mstep: Class 7 contains 9111 members 
Mstep: Class 8 contains 40597 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 7074 members 
Mstep: Class 14 contains 22900 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 151245 members 
Mstep: Class 17 contains 6478 members 
Mstep: Class 18 contains 3138 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 10207 members 
Mstep: Class 21 contains 25053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387800.000000 Penalty: 45213.089844
Iteration 137Q: 22 clusters Score -5.23878e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109314 members 
Mstep: Class 5 contains 40958 members 
Mstep: Class 6 contains 6374 members 
Mstep: Class 7 contains 9096 members 
Mstep: Class 8 contains 40594 members 
Mstep: Class 9 contains 6414 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1602 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 22904 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 151244 members 
Mstep: Class 17 contains 6494 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 10195 members 
Mstep: Class 21 contains 25049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387812.000000 Penalty: 45213.089844
Iteration 138Q: 22 clusters Score -5.238781e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102810 members 
Mstep: Class 2 contains 5300 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109319 members 
Mstep: Class 5 contains 40963 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 9088 members 
Mstep: Class 8 contains 40589 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7075 members 
Mstep: Class 14 contains 22907 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 151244 members 
Mstep: Class 17 contains 6498 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 10192 members 
Mstep: Class 21 contains 25047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387852.000000 Penalty: 45213.089844
Iteration 139Q: 22 clusters Score -5.238785e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109326 members 
Mstep: Class 5 contains 40967 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 9079 members 
Mstep: Class 8 contains 40588 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7072 members 
Mstep: Class 14 contains 22913 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 151244 members 
Mstep: Class 17 contains 6502 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10189 members 
Mstep: Class 21 contains 25045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387872.000000 Penalty: 45213.089844
Iteration 140F: 22 clusters Score -5.238787e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102814 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109334 members 
Mstep: Class 5 contains 40968 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 9070 members 
Mstep: Class 8 contains 40581 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22918 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 151244 members 
Mstep: Class 17 contains 6505 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 10185 members 
Mstep: Class 21 contains 25041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387864.000000 Penalty: 45213.089844
Iteration 141Q: 22 clusters Score -5.238786e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102815 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109339 members 
Mstep: Class 5 contains 40968 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 9062 members 
Mstep: Class 8 contains 40581 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22918 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 151243 members 
Mstep: Class 17 contains 6510 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10182 members 
Mstep: Class 21 contains 25040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387864.000000 Penalty: 45213.089844
Iteration 142Q: 22 clusters Score -5.238786e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109343 members 
Mstep: Class 5 contains 40965 members 
Mstep: Class 6 contains 6394 members 
Mstep: Class 7 contains 9059 members 
Mstep: Class 8 contains 40581 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22917 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 151243 members 
Mstep: Class 17 contains 6514 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10180 members 
Mstep: Class 21 contains 25036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387824.000000 Penalty: 45213.089844
Iteration 143Q: 22 clusters Score -5.238782e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102816 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109346 members 
Mstep: Class 5 contains 40964 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 7 contains 9057 members 
Mstep: Class 8 contains 40580 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22914 members 
Mstep: Class 15 contains 4674 members 
Mstep: Class 16 contains 151243 members 
Mstep: Class 17 contains 6523 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10176 members 
Mstep: Class 21 contains 25032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387844.000000 Penalty: 45213.089844
Iteration 144Q: 22 clusters Score -5.238784e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102817 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109349 members 
Mstep: Class 5 contains 40964 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 9054 members 
Mstep: Class 8 contains 40581 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22914 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 151243 members 
Mstep: Class 17 contains 6525 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10173 members 
Mstep: Class 21 contains 25030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387816.000000 Penalty: 45213.089844
Iteration 145Q: 22 clusters Score -5.238782e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102817 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109353 members 
Mstep: Class 5 contains 40966 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 9050 members 
Mstep: Class 8 contains 40582 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22913 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 151243 members 
Mstep: Class 17 contains 6526 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10171 members 
Mstep: Class 21 contains 25029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387804.000000 Penalty: 45213.089844
Iteration 146Q: 22 clusters Score -5.23878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109357 members 
Mstep: Class 5 contains 40972 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 9041 members 
Mstep: Class 8 contains 40583 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10169 members 
Mstep: Class 21 contains 25028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387836.000000 Penalty: 45213.089844
Iteration 147Q: 22 clusters Score -5.238784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109361 members 
Mstep: Class 5 contains 40972 members 
Mstep: Class 6 contains 6403 members 
Mstep: Class 7 contains 9039 members 
Mstep: Class 8 contains 40580 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10168 members 
Mstep: Class 21 contains 25027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387852.000000 Penalty: 45213.089844
Iteration 148Q: 22 clusters Score -5.238785e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109365 members 
Mstep: Class 5 contains 40975 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 9035 members 
Mstep: Class 8 contains 40577 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10167 members 
Mstep: Class 21 contains 25025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387800.000000 Penalty: 45213.089844
Iteration 149Q: 22 clusters Score -5.23878e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109370 members 
Mstep: Class 5 contains 40980 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 9030 members 
Mstep: Class 8 contains 40575 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10162 members 
Mstep: Class 21 contains 25026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387832.000000 Penalty: 45213.089844
Iteration 150Q: 22 clusters Score -5.238783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109372 members 
Mstep: Class 5 contains 40989 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 9022 members 
Mstep: Class 8 contains 40574 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10160 members 
Mstep: Class 21 contains 25026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387808.000000 Penalty: 45213.089844
Iteration 151Q: 22 clusters Score -5.238781e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109374 members 
Mstep: Class 5 contains 40992 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 9019 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10159 members 
Mstep: Class 21 contains 25026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387816.000000 Penalty: 45213.089844
Iteration 152Q: 22 clusters Score -5.238782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109379 members 
Mstep: Class 5 contains 40994 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9015 members 
Mstep: Class 8 contains 40571 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10157 members 
Mstep: Class 21 contains 25025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387828.000000 Penalty: 45213.089844
Iteration 153Q: 22 clusters Score -5.238783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109382 members 
Mstep: Class 5 contains 40998 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9011 members 
Mstep: Class 8 contains 40571 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 25025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387848.000000 Penalty: 45213.089844
Iteration 154Q: 22 clusters Score -5.238785e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109384 members 
Mstep: Class 5 contains 41001 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9009 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7070 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151240 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 25024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387852.000000 Penalty: 45213.089844
Iteration 155Q: 22 clusters Score -5.238785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109386 members 
Mstep: Class 5 contains 41002 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9007 members 
Mstep: Class 8 contains 40570 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7070 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151240 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 25024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387868.000000 Penalty: 45213.089844
Iteration 156Q: 22 clusters Score -5.238787e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109387 members 
Mstep: Class 5 contains 41004 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 40571 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7070 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151240 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 25024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387868.000000 Penalty: 45213.089844
Iteration 157Q: 22 clusters Score -5.238787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109387 members 
Mstep: Class 5 contains 41002 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 7070 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 25024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387852.000000 Penalty: 45213.089844
Iteration 158Q: 22 clusters Score -5.238785e+07 nChanged 2
Entering ConstructFrom: 
Score: -52387852.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (102820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102820 members 
Entering Unmasked Estep 
Score: -9665750.000000 Penalty: 1875.369507
	Iteration 0F: 2 clusters Score -9665750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51614 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -9596928.000000 Penalty: 3750.739014
	Iteration 0F: 3 clusters Score -9596928 nChanged 49327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -9625607.000000 Penalty: 3750.739014
	Iteration 1F: 3 clusters Score -9625607 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -9627123.000000 Penalty: 3750.739014
	Iteration 2Q: 3 clusters Score -9627123 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -9629832.000000 Penalty: 3750.739014
	Iteration 3F: 3 clusters Score -9629832 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -9634562.000000 Penalty: 3750.739014
	Iteration 4F: 3 clusters Score -9634562 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -9641299.000000 Penalty: 3750.739014
	Iteration 5F: 3 clusters Score -9641299 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -9648776.000000 Penalty: 3750.739014
	Iteration 6F: 3 clusters Score -9648776 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -9655295.000000 Penalty: 3750.739014
	Iteration 7F: 3 clusters Score -9655295 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -9659499.000000 Penalty: 3750.739014
	Iteration 8Q: 3 clusters Score -9659499 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99629 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -9661894.000000 Penalty: 3750.739014
	Iteration 9Q: 3 clusters Score -9661894 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101086 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9663037.000000 Penalty: 3750.739014
	Iteration 10Q: 3 clusters Score -9663037 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101761 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9663520.000000 Penalty: 3750.739014
	Iteration 11Q: 3 clusters Score -9663520 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9663798.000000 Penalty: 3750.739014
	Iteration 12Q: 3 clusters Score -9663798 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102273 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9663934.000000 Penalty: 3750.739014
	Iteration 13Q: 3 clusters Score -9663934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102347 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9663998.000000 Penalty: 3750.739014
	Iteration 14Q: 3 clusters Score -9663998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9664027.000000 Penalty: 3750.739014
	Iteration 15Q: 3 clusters Score -9664027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102410 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9664056.000000 Penalty: 3750.739014
	Iteration 16Q: 3 clusters Score -9664056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102424 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9664067.000000 Penalty: 3750.739014
	Iteration 17Q: 3 clusters Score -9664067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9664091.000000 Penalty: 3750.739014
	Iteration 18Q: 3 clusters Score -9664091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102460 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9664100.000000 Penalty: 3750.739014
	Iteration 19Q: 3 clusters Score -9664100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102467 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9664109.000000 Penalty: 3750.739014
	Iteration 20F: 3 clusters Score -9664109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9664124.000000 Penalty: 3750.739014
	Iteration 21Q: 3 clusters Score -9664124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9664131.000000 Penalty: 3750.739014
	Iteration 22Q: 3 clusters Score -9664131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9664132.000000 Penalty: 3750.739014
	Iteration 23Q: 3 clusters Score -9664132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9664131.000000 Penalty: 3750.739014
	Iteration 24Q: 3 clusters Score -9664131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102481 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9664135.000000 Penalty: 3750.739014
	Iteration 25Q: 3 clusters Score -9664135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102483 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9664141.000000 Penalty: 3750.739014
	Iteration 26Q: 3 clusters Score -9664141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9664138.000000 Penalty: 3750.739014
	Iteration 27Q: 3 clusters Score -9664138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102487 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9664149.000000 Penalty: 3750.739014
	Iteration 28Q: 3 clusters Score -9664149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102490 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9664143.000000 Penalty: 3750.739014
	Iteration 29Q: 3 clusters Score -9664143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102493 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9664160.000000 Penalty: 3750.739014
	Iteration 30Q: 3 clusters Score -9664160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9664163.000000 Penalty: 3750.739014
	Iteration 31Q: 3 clusters Score -9664163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9664161.000000 Penalty: 3750.739014
	Iteration 32Q: 3 clusters Score -9664161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102496 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9664161.000000 Penalty: 3750.739014
	Iteration 33F: 3 clusters Score -9664161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -474574.500000 Penalty: 1393.481934
	Iteration 0F: 2 clusters Score -474574.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -470441.000000 Penalty: 2786.963867
	Iteration 0F: 3 clusters Score -470441 nChanged 2136
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: -471611.343750 Penalty: 2786.963867
	Iteration 1F: 3 clusters Score -471611.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -471782.000000 Penalty: 2786.963867
	Iteration 2F: 3 clusters Score -471782 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -471904.000000 Penalty: 2786.963867
	Iteration 3Q: 3 clusters Score -471904 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -471997.093750 Penalty: 2786.963867
	Iteration 4Q: 3 clusters Score -471997.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -472072.468750 Penalty: 2786.963867
	Iteration 5Q: 3 clusters Score -472072.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -472137.656250 Penalty: 2786.963867
	Iteration 6Q: 3 clusters Score -472137.7 nChanged 133
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: -472201.750000 Penalty: 2786.963867
	Iteration 7Q: 3 clusters Score -472201.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -472267.718750 Penalty: 2786.963867
	Iteration 8Q: 3 clusters Score -472267.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -472330.468750 Penalty: 2786.963867
	Iteration 9Q: 3 clusters Score -472330.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -472399.281250 Penalty: 2786.963867
	Iteration 10Q: 3 clusters Score -472399.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -472459.781250 Penalty: 2786.963867
	Iteration 11Q: 3 clusters Score -472459.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -472520.875000 Penalty: 2786.963867
	Iteration 12Q: 3 clusters Score -472520.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -472590.656250 Penalty: 2786.963867
	Iteration 13Q: 3 clusters Score -472590.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -472665.562500 Penalty: 2786.963867
	Iteration 14Q: 3 clusters Score -472665.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -472762.406250 Penalty: 2786.963867
	Iteration 15Q: 3 clusters Score -472762.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -472848.531250 Penalty: 2786.963867
	Iteration 16Q: 3 clusters Score -472848.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -472950.406250 Penalty: 2786.963867
	Iteration 17Q: 3 clusters Score -472950.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -473047.312500 Penalty: 2786.963867
	Iteration 18Q: 3 clusters Score -473047.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -473134.812500 Penalty: 2786.963867
	Iteration 19Q: 3 clusters Score -473134.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -473207.250000 Penalty: 2786.963867
	Iteration 20F: 3 clusters Score -473207.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -473257.000000 Penalty: 2786.963867
	Iteration 21Q: 3 clusters Score -473257 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -473294.343750 Penalty: 2786.963867
	Iteration 22Q: 3 clusters Score -473294.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -473320.000000 Penalty: 2786.963867
	Iteration 23Q: 3 clusters Score -473320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -473351.031250 Penalty: 2786.963867
	Iteration 24Q: 3 clusters Score -473351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -473374.687500 Penalty: 2786.963867
	Iteration 25Q: 3 clusters Score -473374.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -473392.406250 Penalty: 2786.963867
	Iteration 26Q: 3 clusters Score -473392.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -473407.968750 Penalty: 2786.963867
	Iteration 27Q: 3 clusters Score -473408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -473422.750000 Penalty: 2786.963867
	Iteration 28Q: 3 clusters Score -473422.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -473431.718750 Penalty: 2786.963867
	Iteration 29Q: 3 clusters Score -473431.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -473437.906250 Penalty: 2786.963867
	Iteration 30Q: 3 clusters Score -473437.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -473444.687500 Penalty: 2786.963867
	Iteration 31Q: 3 clusters Score -473444.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -473450.062500 Penalty: 2786.963867
	Iteration 32Q: 3 clusters Score -473450.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -473456.031250 Penalty: 2786.963867
	Iteration 33Q: 3 clusters Score -473456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -473461.906250 Penalty: 2786.963867
	Iteration 34Q: 3 clusters Score -473461.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -473465.156250 Penalty: 2786.963867
	Iteration 35Q: 3 clusters Score -473465.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -473469.000000 Penalty: 2786.963867
	Iteration 36Q: 3 clusters Score -473469 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -473473.593750 Penalty: 2786.963867
	Iteration 37Q: 3 clusters Score -473473.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -473480.312500 Penalty: 2786.963867
	Iteration 38Q: 3 clusters Score -473480.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -473487.781250 Penalty: 2786.963867
	Iteration 39Q: 3 clusters Score -473487.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -473496.531250 Penalty: 2786.963867
	Iteration 40F: 3 clusters Score -473496.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -473499.625000 Penalty: 2786.963867
	Iteration 41Q: 3 clusters Score -473499.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -473504.937500 Penalty: 2786.963867
	Iteration 42Q: 3 clusters Score -473504.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -473512.781250 Penalty: 2786.963867
	Iteration 43Q: 3 clusters Score -473512.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -473518.312500 Penalty: 2786.963867
	Iteration 44Q: 3 clusters Score -473518.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -473523.312500 Penalty: 2786.963867
	Iteration 45Q: 3 clusters Score -473523.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -473526.968750 Penalty: 2786.963867
	Iteration 46Q: 3 clusters Score -473527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -473530.375000 Penalty: 2786.963867
	Iteration 47Q: 3 clusters Score -473530.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -473534.281250 Penalty: 2786.963867
	Iteration 48Q: 3 clusters Score -473534.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -473534.593750 Penalty: 2786.963867
	Iteration 49Q: 3 clusters Score -473534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -473536.812500 Penalty: 2786.963867
	Iteration 50Q: 3 clusters Score -473536.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -473537.531250 Penalty: 2786.963867
	Iteration 51Q: 3 clusters Score -473537.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -473539.593750 Penalty: 2786.963867
	Iteration 52Q: 3 clusters Score -473539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -473540.500000 Penalty: 2786.963867
	Iteration 53Q: 3 clusters Score -473540.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -473541.812500 Penalty: 2786.963867
	Iteration 54Q: 3 clusters Score -473541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -473542.187500 Penalty: 2786.963867
	Iteration 55Q: 3 clusters Score -473542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -473543.281250 Penalty: 2786.963867
	Iteration 56Q: 3 clusters Score -473543.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -473544.562500 Penalty: 2786.963867
	Iteration 57Q: 3 clusters Score -473544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -473545.468750 Penalty: 2786.963867
	Iteration 58Q: 3 clusters Score -473545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -473545.218750 Penalty: 2786.963867
	Iteration 59Q: 3 clusters Score -473545.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -473545.218750 Penalty: 2786.963867
	Iteration 60F: 3 clusters Score -473545.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Entering Unmasked Estep 
Score: -476478.781250 Penalty: 1385.145264
	Iteration 0F: 2 clusters Score -476478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -472425.531250 Penalty: 2770.290527
	Iteration 0F: 3 clusters Score -472425.5 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -473568.468750 Penalty: 2770.290527
	Iteration 1F: 3 clusters Score -473568.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -473776.156250 Penalty: 2770.290527
	Iteration 2F: 3 clusters Score -473776.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -473929.968750 Penalty: 2770.290527
	Iteration 3F: 3 clusters Score -473930 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -474083.687500 Penalty: 2770.290527
	Iteration 4Q: 3 clusters Score -474083.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -474214.968750 Penalty: 2770.290527
	Iteration 5Q: 3 clusters Score -474215 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -474338.531250 Penalty: 2770.290527
	Iteration 6Q: 3 clusters Score -474338.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -474470.406250 Penalty: 2770.290527
	Iteration 7Q: 3 clusters Score -474470.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -474631.781250 Penalty: 2770.290527
	Iteration 8Q: 3 clusters Score -474631.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -474781.593750 Penalty: 2770.290527
	Iteration 9Q: 3 clusters Score -474781.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -474884.343750 Penalty: 2770.290527
	Iteration 10Q: 3 clusters Score -474884.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -474979.687500 Penalty: 2770.290527
	Iteration 11Q: 3 clusters Score -474979.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -475040.718750 Penalty: 2770.290527
	Iteration 12Q: 3 clusters Score -475040.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -475084.593750 Penalty: 2770.290527
	Iteration 13Q: 3 clusters Score -475084.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -475115.281250 Penalty: 2770.290527
	Iteration 14Q: 3 clusters Score -475115.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -475146.187500 Penalty: 2770.290527
	Iteration 15Q: 3 clusters Score -475146.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -475177.062500 Penalty: 2770.290527
	Iteration 16Q: 3 clusters Score -475177.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -475198.937500 Penalty: 2770.290527
	Iteration 17Q: 3 clusters Score -475198.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -475218.562500 Penalty: 2770.290527
	Iteration 18Q: 3 clusters Score -475218.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -475236.750000 Penalty: 2770.290527
	Iteration 19Q: 3 clusters Score -475236.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -475250.625000 Penalty: 2770.290527
	Iteration 20F: 3 clusters Score -475250.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -475263.093750 Penalty: 2770.290527
	Iteration 21Q: 3 clusters Score -475263.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -475270.031250 Penalty: 2770.290527
	Iteration 22Q: 3 clusters Score -475270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -475275.281250 Penalty: 2770.290527
	Iteration 23Q: 3 clusters Score -475275.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -475281.531250 Penalty: 2770.290527
	Iteration 24Q: 3 clusters Score -475281.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -475286.187500 Penalty: 2770.290527
	Iteration 25Q: 3 clusters Score -475286.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -475291.093750 Penalty: 2770.290527
	Iteration 26Q: 3 clusters Score -475291.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -475296.843750 Penalty: 2770.290527
	Iteration 27Q: 3 clusters Score -475296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -475300.718750 Penalty: 2770.290527
	Iteration 28Q: 3 clusters Score -475300.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -475308.187500 Penalty: 2770.290527
	Iteration 29Q: 3 clusters Score -475308.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -475314.843750 Penalty: 2770.290527
	Iteration 30Q: 3 clusters Score -475314.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -475320.156250 Penalty: 2770.290527
	Iteration 31Q: 3 clusters Score -475320.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -475324.625000 Penalty: 2770.290527
	Iteration 32Q: 3 clusters Score -475324.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -475327.375000 Penalty: 2770.290527
	Iteration 33Q: 3 clusters Score -475327.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -475331.875000 Penalty: 2770.290527
	Iteration 34Q: 3 clusters Score -475331.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -475336.937500 Penalty: 2770.290527
	Iteration 35Q: 3 clusters Score -475336.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -475339.968750 Penalty: 2770.290527
	Iteration 36Q: 3 clusters Score -475340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -475345.687500 Penalty: 2770.290527
	Iteration 37Q: 3 clusters Score -475345.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -475351.687500 Penalty: 2770.290527
	Iteration 38Q: 3 clusters Score -475351.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -475356.343750 Penalty: 2770.290527
	Iteration 39Q: 3 clusters Score -475356.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -475359.375000 Penalty: 2770.290527
	Iteration 40F: 3 clusters Score -475359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -475363.875000 Penalty: 2770.290527
	Iteration 41Q: 3 clusters Score -475363.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -475365.593750 Penalty: 2770.290527
	Iteration 42Q: 3 clusters Score -475365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -475367.312500 Penalty: 2770.290527
	Iteration 43Q: 3 clusters Score -475367.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -475368.906250 Penalty: 2770.290527
	Iteration 44Q: 3 clusters Score -475368.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -475371.625000 Penalty: 2770.290527
	Iteration 45Q: 3 clusters Score -475371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -475372.281250 Penalty: 2770.290527
	Iteration 46Q: 3 clusters Score -475372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -475373.625000 Penalty: 2770.290527
	Iteration 47Q: 3 clusters Score -475373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -475375.093750 Penalty: 2770.290527
	Iteration 48Q: 3 clusters Score -475375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -475375.968750 Penalty: 2770.290527
	Iteration 49Q: 3 clusters Score -475376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -475377.437500 Penalty: 2770.290527
	Iteration 50Q: 3 clusters Score -475377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -475378.468750 Penalty: 2770.290527
	Iteration 51Q: 3 clusters Score -475378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -475379.343750 Penalty: 2770.290527
	Iteration 52Q: 3 clusters Score -475379.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -475380.187500 Penalty: 2770.290527
	Iteration 53Q: 3 clusters Score -475380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -475380.781250 Penalty: 2770.290527
	Iteration 54Q: 3 clusters Score -475380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -475380.875000 Penalty: 2770.290527
	Iteration 55Q: 3 clusters Score -475380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -475381.156250 Penalty: 2770.290527
	Iteration 56Q: 3 clusters Score -475381.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -475381.156250 Penalty: 2770.290527
	Iteration 57F: 3 clusters Score -475381.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (109387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109387 members 
Entering Unmasked Estep 
Score: -10284129.000000 Penalty: 1885.430298
	Iteration 0F: 2 clusters Score -1.028413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -10210893.000000 Penalty: 3770.860596
	Iteration 0F: 3 clusters Score -1.021089e+07 nChanged 52306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -10242030.000000 Penalty: 3770.860596
	Iteration 1F: 3 clusters Score -1.024203e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62983 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -10243833.000000 Penalty: 3770.860596
	Iteration 2Q: 3 clusters Score -1.024383e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -10246748.000000 Penalty: 3770.860596
	Iteration 3F: 3 clusters Score -1.024675e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74670 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -10251996.000000 Penalty: 3770.860596
	Iteration 4F: 3 clusters Score -1.0252e+07 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -10259989.000000 Penalty: 3770.860596
	Iteration 5F: 3 clusters Score -1.025999e+07 nChanged 9644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93066 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -10269453.000000 Penalty: 3770.860596
	Iteration 6F: 3 clusters Score -1.026945e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100224 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -10276818.000000 Penalty: 3770.860596
	Iteration 7F: 3 clusters Score -1.027682e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104162 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -10280762.000000 Penalty: 3770.860596
	Iteration 8Q: 3 clusters Score -1.028076e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105840 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -10282325.000000 Penalty: 3770.860596
	Iteration 9Q: 3 clusters Score -1.028232e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106544 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -10282921.000000 Penalty: 3770.860596
	Iteration 10Q: 3 clusters Score -1.028292e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -10283199.000000 Penalty: 3770.860596
	Iteration 11Q: 3 clusters Score -1.02832e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107121 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -10283318.000000 Penalty: 3770.860596
	Iteration 12Q: 3 clusters Score -1.028332e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107255 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -10283428.000000 Penalty: 3770.860596
	Iteration 13Q: 3 clusters Score -1.028343e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107343 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10283493.000000 Penalty: 3770.860596
	Iteration 14Q: 3 clusters Score -1.028349e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107395 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -10283523.000000 Penalty: 3770.860596
	Iteration 15Q: 3 clusters Score -1.028352e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107439 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -10283534.000000 Penalty: 3770.860596
	Iteration 16Q: 3 clusters Score -1.028353e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107479 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -10283566.000000 Penalty: 3770.860596
	Iteration 17Q: 3 clusters Score -1.028357e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -10283580.000000 Penalty: 3770.860596
	Iteration 18Q: 3 clusters Score -1.028358e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107527 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -10283590.000000 Penalty: 3770.860596
	Iteration 19Q: 3 clusters Score -1.028359e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107551 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -10283586.000000 Penalty: 3770.860596
	Iteration 20F: 3 clusters Score -1.028359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107563 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -10283591.000000 Penalty: 3770.860596
	Iteration 21Q: 3 clusters Score -1.028359e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107574 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -10283590.000000 Penalty: 3770.860596
	Iteration 22Q: 3 clusters Score -1.028359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107593 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -10283585.000000 Penalty: 3770.860596
	Iteration 23Q: 3 clusters Score -1.028358e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107603 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10283596.000000 Penalty: 3770.860596
	Iteration 24Q: 3 clusters Score -1.02836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -10283596.000000 Penalty: 3770.860596
	Iteration 25Q: 3 clusters Score -1.02836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107619 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -10283591.000000 Penalty: 3770.860596
	Iteration 26Q: 3 clusters Score -1.028359e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107622 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -10283601.000000 Penalty: 3770.860596
	Iteration 27Q: 3 clusters Score -1.02836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107624 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -10283594.000000 Penalty: 3770.860596
	Iteration 28Q: 3 clusters Score -1.028359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107628 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10283607.000000 Penalty: 3770.860596
	Iteration 29Q: 3 clusters Score -1.028361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10283606.000000 Penalty: 3770.860596
	Iteration 30Q: 3 clusters Score -1.028361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10283607.000000 Penalty: 3770.860596
	Iteration 31Q: 3 clusters Score -1.028361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107635 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -10283608.000000 Penalty: 3770.860596
	Iteration 32Q: 3 clusters Score -1.028361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107634 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10283608.000000 Penalty: 3770.860596
	Iteration 33Q: 3 clusters Score -1.028361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10283612.000000 Penalty: 3770.860596
	Iteration 34Q: 3 clusters Score -1.028361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107633 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10283612.000000 Penalty: 3770.860596
	Iteration 35F: 3 clusters Score -1.028361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Entering Unmasked Estep 
Score: -3945978.250000 Penalty: 1725.973633
	Iteration 0F: 2 clusters Score -3945978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3918492.750000 Penalty: 3451.947266
	Iteration 0F: 3 clusters Score -3918493 nChanged 19008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -3929092.250000 Penalty: 3451.947266
	Iteration 1F: 3 clusters Score -3929092 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -3929568.500000 Penalty: 3451.947266
	Iteration 2Q: 3 clusters Score -3929568 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3930154.750000 Penalty: 3451.947266
	Iteration 3Q: 3 clusters Score -3930155 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3931021.250000 Penalty: 3451.947266
	Iteration 4Q: 3 clusters Score -3931021 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3932365.750000 Penalty: 3451.947266
	Iteration 5F: 3 clusters Score -3932366 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -3934454.500000 Penalty: 3451.947266
	Iteration 6F: 3 clusters Score -3934454 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -3937208.250000 Penalty: 3451.947266
	Iteration 7F: 3 clusters Score -3937208 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -3940204.750000 Penalty: 3451.947266
	Iteration 8F: 3 clusters Score -3940205 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -3942482.250000 Penalty: 3451.947266
	Iteration 9F: 3 clusters Score -3942482 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -3943596.250000 Penalty: 3451.947266
	Iteration 10Q: 3 clusters Score -3943596 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -3944046.750000 Penalty: 3451.947266
	Iteration 11Q: 3 clusters Score -3944047 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -3944279.500000 Penalty: 3451.947266
	Iteration 12Q: 3 clusters Score -3944280 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -3944399.000000 Penalty: 3451.947266
	Iteration 13Q: 3 clusters Score -3944399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -3944434.750000 Penalty: 3451.947266
	Iteration 14Q: 3 clusters Score -3944435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -3944447.000000 Penalty: 3451.947266
	Iteration 15Q: 3 clusters Score -3944447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -3944456.250000 Penalty: 3451.947266
	Iteration 16Q: 3 clusters Score -3944456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -3944460.250000 Penalty: 3451.947266
	Iteration 17Q: 3 clusters Score -3944460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -3944459.000000 Penalty: 3451.947266
	Iteration 18Q: 3 clusters Score -3944459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -3944460.750000 Penalty: 3451.947266
	Iteration 19Q: 3 clusters Score -3944461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -3944465.250000 Penalty: 3451.947266
	Iteration 20F: 3 clusters Score -3944465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -3944470.500000 Penalty: 3451.947266
	Iteration 21Q: 3 clusters Score -3944470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -3944477.000000 Penalty: 3451.947266
	Iteration 22Q: 3 clusters Score -3944477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -3944488.000000 Penalty: 3451.947266
	Iteration 23Q: 3 clusters Score -3944488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -3944491.000000 Penalty: 3451.947266
	Iteration 24Q: 3 clusters Score -3944491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -3944490.250000 Penalty: 3451.947266
	Iteration 25Q: 3 clusters Score -3944490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -3944494.750000 Penalty: 3451.947266
	Iteration 26Q: 3 clusters Score -3944495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -3944493.250000 Penalty: 3451.947266
	Iteration 27Q: 3 clusters Score -3944493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -3944493.250000 Penalty: 3451.947266
	Iteration 28Q: 3 clusters Score -3944493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -3944493.250000 Penalty: 3451.947266
	Iteration 29F: 3 clusters Score -3944493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Entering Unmasked Estep 
Score: -617358.250000 Penalty: 1424.412354
	Iteration 0F: 2 clusters Score -617358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -612469.562500 Penalty: 2848.824707
	Iteration 0F: 3 clusters Score -612469.6 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -613913.875000 Penalty: 2848.824707
	Iteration 1F: 3 clusters Score -613913.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -614094.437500 Penalty: 2848.824707
	Iteration 2F: 3 clusters Score -614094.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -614253.250000 Penalty: 2848.824707
	Iteration 3F: 3 clusters Score -614253.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -614402.562500 Penalty: 2848.824707
	Iteration 4Q: 3 clusters Score -614402.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -614544.250000 Penalty: 2848.824707
	Iteration 5Q: 3 clusters Score -614544.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -614709.562500 Penalty: 2848.824707
	Iteration 6Q: 3 clusters Score -614709.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -614892.562500 Penalty: 2848.824707
	Iteration 7Q: 3 clusters Score -614892.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -615055.125000 Penalty: 2848.824707
	Iteration 8Q: 3 clusters Score -615055.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -615186.500000 Penalty: 2848.824707
	Iteration 9Q: 3 clusters Score -615186.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -615306.125000 Penalty: 2848.824707
	Iteration 10Q: 3 clusters Score -615306.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -615442.000000 Penalty: 2848.824707
	Iteration 11Q: 3 clusters Score -615442 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -615559.812500 Penalty: 2848.824707
	Iteration 12Q: 3 clusters Score -615559.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -615661.937500 Penalty: 2848.824707
	Iteration 13Q: 3 clusters Score -615661.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -615749.375000 Penalty: 2848.824707
	Iteration 14Q: 3 clusters Score -615749.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -615827.500000 Penalty: 2848.824707
	Iteration 15Q: 3 clusters Score -615827.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -615888.125000 Penalty: 2848.824707
	Iteration 16Q: 3 clusters Score -615888.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -615935.937500 Penalty: 2848.824707
	Iteration 17Q: 3 clusters Score -615935.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -615970.187500 Penalty: 2848.824707
	Iteration 18Q: 3 clusters Score -615970.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -615995.437500 Penalty: 2848.824707
	Iteration 19Q: 3 clusters Score -615995.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -616017.437500 Penalty: 2848.824707
	Iteration 20F: 3 clusters Score -616017.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -616037.937500 Penalty: 2848.824707
	Iteration 21Q: 3 clusters Score -616037.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -616049.312500 Penalty: 2848.824707
	Iteration 22Q: 3 clusters Score -616049.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -616059.875000 Penalty: 2848.824707
	Iteration 23Q: 3 clusters Score -616059.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -616068.625000 Penalty: 2848.824707
	Iteration 24Q: 3 clusters Score -616068.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -616076.125000 Penalty: 2848.824707
	Iteration 25Q: 3 clusters Score -616076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -616079.562500 Penalty: 2848.824707
	Iteration 26Q: 3 clusters Score -616079.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -616086.375000 Penalty: 2848.824707
	Iteration 27Q: 3 clusters Score -616086.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -616091.437500 Penalty: 2848.824707
	Iteration 28Q: 3 clusters Score -616091.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -616098.750000 Penalty: 2848.824707
	Iteration 29Q: 3 clusters Score -616098.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -616102.562500 Penalty: 2848.824707
	Iteration 30Q: 3 clusters Score -616102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -616109.500000 Penalty: 2848.824707
	Iteration 31Q: 3 clusters Score -616109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -616113.062500 Penalty: 2848.824707
	Iteration 32Q: 3 clusters Score -616113.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -616114.500000 Penalty: 2848.824707
	Iteration 33Q: 3 clusters Score -616114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -616115.125000 Penalty: 2848.824707
	Iteration 34Q: 3 clusters Score -616115.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -616115.125000 Penalty: 2848.824707
	Iteration 35F: 3 clusters Score -616115.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Entering Unmasked Estep 
Score: -868921.250000 Penalty: 1479.613403
	Iteration 0F: 2 clusters Score -868921.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -862360.375000 Penalty: 2959.226807
	Iteration 0F: 3 clusters Score -862360.4 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -864439.937500 Penalty: 2959.226807
	Iteration 1F: 3 clusters Score -864439.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -864688.437500 Penalty: 2959.226807
	Iteration 2F: 3 clusters Score -864688.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -864852.500000 Penalty: 2959.226807
	Iteration 3Q: 3 clusters Score -864852.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -864999.000000 Penalty: 2959.226807
	Iteration 4Q: 3 clusters Score -864999 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -865141.500000 Penalty: 2959.226807
	Iteration 5Q: 3 clusters Score -865141.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -865315.250000 Penalty: 2959.226807
	Iteration 6Q: 3 clusters Score -865315.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -865537.250000 Penalty: 2959.226807
	Iteration 7Q: 3 clusters Score -865537.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -865794.687500 Penalty: 2959.226807
	Iteration 8Q: 3 clusters Score -865794.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -866071.062500 Penalty: 2959.226807
	Iteration 9Q: 3 clusters Score -866071.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -866328.437500 Penalty: 2959.226807
	Iteration 10Q: 3 clusters Score -866328.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -866569.250000 Penalty: 2959.226807
	Iteration 11Q: 3 clusters Score -866569.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -866827.875000 Penalty: 2959.226807
	Iteration 12Q: 3 clusters Score -866827.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -867044.562500 Penalty: 2959.226807
	Iteration 13Q: 3 clusters Score -867044.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -867226.062500 Penalty: 2959.226807
	Iteration 14Q: 3 clusters Score -867226.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -867339.125000 Penalty: 2959.226807
	Iteration 15Q: 3 clusters Score -867339.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -867441.687500 Penalty: 2959.226807
	Iteration 16Q: 3 clusters Score -867441.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -867517.187500 Penalty: 2959.226807
	Iteration 17Q: 3 clusters Score -867517.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -867555.937500 Penalty: 2959.226807
	Iteration 18Q: 3 clusters Score -867555.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -867586.000000 Penalty: 2959.226807
	Iteration 19Q: 3 clusters Score -867586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -867608.875000 Penalty: 2959.226807
	Iteration 20F: 3 clusters Score -867608.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -867620.625000 Penalty: 2959.226807
	Iteration 21Q: 3 clusters Score -867620.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -867629.687500 Penalty: 2959.226807
	Iteration 22Q: 3 clusters Score -867629.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -867636.062500 Penalty: 2959.226807
	Iteration 23Q: 3 clusters Score -867636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -867645.062500 Penalty: 2959.226807
	Iteration 24Q: 3 clusters Score -867645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -867653.312500 Penalty: 2959.226807
	Iteration 25Q: 3 clusters Score -867653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -867658.625000 Penalty: 2959.226807
	Iteration 26Q: 3 clusters Score -867658.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -867664.250000 Penalty: 2959.226807
	Iteration 27Q: 3 clusters Score -867664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -867666.687500 Penalty: 2959.226807
	Iteration 28Q: 3 clusters Score -867666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -867668.187500 Penalty: 2959.226807
	Iteration 29Q: 3 clusters Score -867668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -867672.250000 Penalty: 2959.226807
	Iteration 30Q: 3 clusters Score -867672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -867671.812500 Penalty: 2959.226807
	Iteration 31Q: 3 clusters Score -867671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -867673.312500 Penalty: 2959.226807
	Iteration 32Q: 3 clusters Score -867673.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -867673.312500 Penalty: 2959.226807
	Iteration 33F: 3 clusters Score -867673.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Entering Unmasked Estep 
Score: -3925201.500000 Penalty: 1724.260376
	Iteration 0F: 2 clusters Score -3925202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3898238.750000 Penalty: 3448.520752
	Iteration 0F: 3 clusters Score -3898239 nChanged 18783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -3908733.500000 Penalty: 3448.520752
	Iteration 1F: 3 clusters Score -3908734 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3909194.250000 Penalty: 3448.520752
	Iteration 2Q: 3 clusters Score -3909194 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3909793.000000 Penalty: 3448.520752
	Iteration 3Q: 3 clusters Score -3909793 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3910652.500000 Penalty: 3448.520752
	Iteration 4Q: 3 clusters Score -3910652 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3911927.000000 Penalty: 3448.520752
	Iteration 5F: 3 clusters Score -3911927 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3913782.750000 Penalty: 3448.520752
	Iteration 6F: 3 clusters Score -3913783 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3916288.000000 Penalty: 3448.520752
	Iteration 7F: 3 clusters Score -3916288 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -3918972.500000 Penalty: 3448.520752
	Iteration 8F: 3 clusters Score -3918972 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3921138.750000 Penalty: 3448.520752
	Iteration 9F: 3 clusters Score -3921139 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3922465.500000 Penalty: 3448.520752
	Iteration 10Q: 3 clusters Score -3922466 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3923115.500000 Penalty: 3448.520752
	Iteration 11Q: 3 clusters Score -3923116 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3923391.500000 Penalty: 3448.520752
	Iteration 12Q: 3 clusters Score -3923392 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3923512.750000 Penalty: 3448.520752
	Iteration 13Q: 3 clusters Score -3923513 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3923587.000000 Penalty: 3448.520752
	Iteration 14Q: 3 clusters Score -3923587 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3923628.750000 Penalty: 3448.520752
	Iteration 15Q: 3 clusters Score -3923629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3923651.000000 Penalty: 3448.520752
	Iteration 16Q: 3 clusters Score -3923651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3923662.750000 Penalty: 3448.520752
	Iteration 17Q: 3 clusters Score -3923663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3923682.250000 Penalty: 3448.520752
	Iteration 18Q: 3 clusters Score -3923682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3923698.750000 Penalty: 3448.520752
	Iteration 19Q: 3 clusters Score -3923699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3923704.750000 Penalty: 3448.520752
	Iteration 20F: 3 clusters Score -3923705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3923720.750000 Penalty: 3448.520752
	Iteration 21Q: 3 clusters Score -3923721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3923737.250000 Penalty: 3448.520752
	Iteration 22Q: 3 clusters Score -3923737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3923751.250000 Penalty: 3448.520752
	Iteration 23Q: 3 clusters Score -3923751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3923760.000000 Penalty: 3448.520752
	Iteration 24Q: 3 clusters Score -3923760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3923761.250000 Penalty: 3448.520752
	Iteration 25Q: 3 clusters Score -3923761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3923764.000000 Penalty: 3448.520752
	Iteration 26Q: 3 clusters Score -3923764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3923766.750000 Penalty: 3448.520752
	Iteration 27Q: 3 clusters Score -3923767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3923766.750000 Penalty: 3448.520752
	Iteration 28Q: 3 clusters Score -3923767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3923766.750000 Penalty: 3448.520752
	Iteration 29F: 3 clusters Score -3923767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Entering Unmasked Estep 
Score: -582345.062500 Penalty: 1424.412354
	Iteration 0F: 2 clusters Score -582345.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -577453.875000 Penalty: 2848.824707
	Iteration 0F: 3 clusters Score -577453.9 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -579042.250000 Penalty: 2848.824707
	Iteration 1F: 3 clusters Score -579042.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -579308.062500 Penalty: 2848.824707
	Iteration 2F: 3 clusters Score -579308.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -579450.687500 Penalty: 2848.824707
	Iteration 3F: 3 clusters Score -579450.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -579555.375000 Penalty: 2848.824707
	Iteration 4Q: 3 clusters Score -579555.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -579651.812500 Penalty: 2848.824707
	Iteration 5Q: 3 clusters Score -579651.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -579737.937500 Penalty: 2848.824707
	Iteration 6Q: 3 clusters Score -579737.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -579832.750000 Penalty: 2848.824707
	Iteration 7Q: 3 clusters Score -579832.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -579932.000000 Penalty: 2848.824707
	Iteration 8Q: 3 clusters Score -579932 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -580031.562500 Penalty: 2848.824707
	Iteration 9Q: 3 clusters Score -580031.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -580148.437500 Penalty: 2848.824707
	Iteration 10Q: 3 clusters Score -580148.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -580256.687500 Penalty: 2848.824707
	Iteration 11Q: 3 clusters Score -580256.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -580354.625000 Penalty: 2848.824707
	Iteration 12Q: 3 clusters Score -580354.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -580447.437500 Penalty: 2848.824707
	Iteration 13Q: 3 clusters Score -580447.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -580527.312500 Penalty: 2848.824707
	Iteration 14Q: 3 clusters Score -580527.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -580604.125000 Penalty: 2848.824707
	Iteration 15Q: 3 clusters Score -580604.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -580682.375000 Penalty: 2848.824707
	Iteration 16Q: 3 clusters Score -580682.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -580765.750000 Penalty: 2848.824707
	Iteration 17Q: 3 clusters Score -580765.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -580843.937500 Penalty: 2848.824707
	Iteration 18Q: 3 clusters Score -580843.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -580903.187500 Penalty: 2848.824707
	Iteration 19Q: 3 clusters Score -580903.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -580949.000000 Penalty: 2848.824707
	Iteration 20F: 3 clusters Score -580949 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -581003.250000 Penalty: 2848.824707
	Iteration 21Q: 3 clusters Score -581003.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -581034.000000 Penalty: 2848.824707
	Iteration 22Q: 3 clusters Score -581034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -581054.875000 Penalty: 2848.824707
	Iteration 23Q: 3 clusters Score -581054.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -581073.687500 Penalty: 2848.824707
	Iteration 24Q: 3 clusters Score -581073.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -581096.000000 Penalty: 2848.824707
	Iteration 25Q: 3 clusters Score -581096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -581117.125000 Penalty: 2848.824707
	Iteration 26Q: 3 clusters Score -581117.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -581132.062500 Penalty: 2848.824707
	Iteration 27Q: 3 clusters Score -581132.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -581141.375000 Penalty: 2848.824707
	Iteration 28Q: 3 clusters Score -581141.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -581150.437500 Penalty: 2848.824707
	Iteration 29Q: 3 clusters Score -581150.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -581159.312500 Penalty: 2848.824707
	Iteration 30Q: 3 clusters Score -581159.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -581172.937500 Penalty: 2848.824707
	Iteration 31Q: 3 clusters Score -581172.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -581185.250000 Penalty: 2848.824707
	Iteration 32Q: 3 clusters Score -581185.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -581197.625000 Penalty: 2848.824707
	Iteration 33Q: 3 clusters Score -581197.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -581201.187500 Penalty: 2848.824707
	Iteration 34Q: 3 clusters Score -581201.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -581206.750000 Penalty: 2848.824707
	Iteration 35Q: 3 clusters Score -581206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -581208.937500 Penalty: 2848.824707
	Iteration 36Q: 3 clusters Score -581208.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -581211.437500 Penalty: 2848.824707
	Iteration 37Q: 3 clusters Score -581211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -581213.562500 Penalty: 2848.824707
	Iteration 38Q: 3 clusters Score -581213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -581214.625000 Penalty: 2848.824707
	Iteration 39Q: 3 clusters Score -581214.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -581216.437500 Penalty: 2848.824707
	Iteration 40F: 3 clusters Score -581216.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -581219.750000 Penalty: 2848.824707
	Iteration 41Q: 3 clusters Score -581219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -581223.625000 Penalty: 2848.824707
	Iteration 42Q: 3 clusters Score -581223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -581224.750000 Penalty: 2848.824707
	Iteration 43Q: 3 clusters Score -581224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -581227.187500 Penalty: 2848.824707
	Iteration 44Q: 3 clusters Score -581227.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -581228.750000 Penalty: 2848.824707
	Iteration 45Q: 3 clusters Score -581228.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -581232.187500 Penalty: 2848.824707
	Iteration 46Q: 3 clusters Score -581232.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -581235.187500 Penalty: 2848.824707
	Iteration 47Q: 3 clusters Score -581235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -581240.375000 Penalty: 2848.824707
	Iteration 48Q: 3 clusters Score -581240.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -581243.312500 Penalty: 2848.824707
	Iteration 49Q: 3 clusters Score -581243.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -581246.437500 Penalty: 2848.824707
	Iteration 50Q: 3 clusters Score -581246.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -581248.187500 Penalty: 2848.824707
	Iteration 51Q: 3 clusters Score -581248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -581250.375000 Penalty: 2848.824707
	Iteration 52Q: 3 clusters Score -581250.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -581253.875000 Penalty: 2848.824707
	Iteration 53Q: 3 clusters Score -581253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -581256.125000 Penalty: 2848.824707
	Iteration 54Q: 3 clusters Score -581256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -581259.500000 Penalty: 2848.824707
	Iteration 55Q: 3 clusters Score -581259.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -581262.562500 Penalty: 2848.824707
	Iteration 56Q: 3 clusters Score -581262.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -581262.875000 Penalty: 2848.824707
	Iteration 57Q: 3 clusters Score -581262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -581264.937500 Penalty: 2848.824707
	Iteration 58Q: 3 clusters Score -581264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -581264.687500 Penalty: 2848.824707
	Iteration 59Q: 3 clusters Score -581264.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -581264.687500 Penalty: 2848.824707
	Iteration 60F: 3 clusters Score -581264.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Entering Unmasked Estep 
Score: -458341.562500 Penalty: 1392.096069
	Iteration 0F: 2 clusters Score -458341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -454198.062500 Penalty: 2784.192139
	Iteration 0F: 3 clusters Score -454198.1 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -455495.343750 Penalty: 2784.192139
	Iteration 1F: 3 clusters Score -455495.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -455787.250000 Penalty: 2784.192139
	Iteration 2F: 3 clusters Score -455787.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -456029.593750 Penalty: 2784.192139
	Iteration 3F: 3 clusters Score -456029.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -456223.968750 Penalty: 2784.192139
	Iteration 4F: 3 clusters Score -456224 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -456400.593750 Penalty: 2784.192139
	Iteration 5Q: 3 clusters Score -456400.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -456547.343750 Penalty: 2784.192139
	Iteration 6Q: 3 clusters Score -456547.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -456653.625000 Penalty: 2784.192139
	Iteration 7Q: 3 clusters Score -456653.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -456735.593750 Penalty: 2784.192139
	Iteration 8Q: 3 clusters Score -456735.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -456787.812500 Penalty: 2784.192139
	Iteration 9Q: 3 clusters Score -456787.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -456829.281250 Penalty: 2784.192139
	Iteration 10Q: 3 clusters Score -456829.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -456859.000000 Penalty: 2784.192139
	Iteration 11Q: 3 clusters Score -456859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -456885.750000 Penalty: 2784.192139
	Iteration 12Q: 3 clusters Score -456885.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -456911.093750 Penalty: 2784.192139
	Iteration 13Q: 3 clusters Score -456911.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -456935.375000 Penalty: 2784.192139
	Iteration 14Q: 3 clusters Score -456935.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -456958.750000 Penalty: 2784.192139
	Iteration 15Q: 3 clusters Score -456958.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -456983.593750 Penalty: 2784.192139
	Iteration 16Q: 3 clusters Score -456983.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -457006.562500 Penalty: 2784.192139
	Iteration 17Q: 3 clusters Score -457006.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -457036.718750 Penalty: 2784.192139
	Iteration 18Q: 3 clusters Score -457036.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -457066.062500 Penalty: 2784.192139
	Iteration 19Q: 3 clusters Score -457066.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -457091.437500 Penalty: 2784.192139
	Iteration 20F: 3 clusters Score -457091.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -457114.156250 Penalty: 2784.192139
	Iteration 21Q: 3 clusters Score -457114.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -457129.281250 Penalty: 2784.192139
	Iteration 22Q: 3 clusters Score -457129.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -457148.500000 Penalty: 2784.192139
	Iteration 23Q: 3 clusters Score -457148.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -457158.000000 Penalty: 2784.192139
	Iteration 24Q: 3 clusters Score -457158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -457168.656250 Penalty: 2784.192139
	Iteration 25Q: 3 clusters Score -457168.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -457178.656250 Penalty: 2784.192139
	Iteration 26Q: 3 clusters Score -457178.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -457192.593750 Penalty: 2784.192139
	Iteration 27Q: 3 clusters Score -457192.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -457206.968750 Penalty: 2784.192139
	Iteration 28Q: 3 clusters Score -457207 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -457218.781250 Penalty: 2784.192139
	Iteration 29Q: 3 clusters Score -457218.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -457227.625000 Penalty: 2784.192139
	Iteration 30Q: 3 clusters Score -457227.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -457236.906250 Penalty: 2784.192139
	Iteration 31Q: 3 clusters Score -457236.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -457242.750000 Penalty: 2784.192139
	Iteration 32Q: 3 clusters Score -457242.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -457246.187500 Penalty: 2784.192139
	Iteration 33Q: 3 clusters Score -457246.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -457251.656250 Penalty: 2784.192139
	Iteration 34Q: 3 clusters Score -457251.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -457257.718750 Penalty: 2784.192139
	Iteration 35Q: 3 clusters Score -457257.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -457262.843750 Penalty: 2784.192139
	Iteration 36Q: 3 clusters Score -457262.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -457268.250000 Penalty: 2784.192139
	Iteration 37Q: 3 clusters Score -457268.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -457273.218750 Penalty: 2784.192139
	Iteration 38Q: 3 clusters Score -457273.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -457282.218750 Penalty: 2784.192139
	Iteration 39Q: 3 clusters Score -457282.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -457288.500000 Penalty: 2784.192139
	Iteration 40F: 3 clusters Score -457288.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -457299.093750 Penalty: 2784.192139
	Iteration 41Q: 3 clusters Score -457299.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -457312.875000 Penalty: 2784.192139
	Iteration 42Q: 3 clusters Score -457312.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -457336.843750 Penalty: 2784.192139
	Iteration 43Q: 3 clusters Score -457336.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -457357.093750 Penalty: 2784.192139
	Iteration 44Q: 3 clusters Score -457357.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -457382.500000 Penalty: 2784.192139
	Iteration 45Q: 3 clusters Score -457382.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -457412.906250 Penalty: 2784.192139
	Iteration 46Q: 3 clusters Score -457412.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -457463.718750 Penalty: 2784.192139
	Iteration 47Q: 3 clusters Score -457463.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -457517.062500 Penalty: 2784.192139
	Iteration 48Q: 3 clusters Score -457517.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -457581.125000 Penalty: 2784.192139
	Iteration 49Q: 3 clusters Score -457581.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -457631.593750 Penalty: 2784.192139
	Iteration 50Q: 3 clusters Score -457631.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -457692.062500 Penalty: 2784.192139
	Iteration 51Q: 3 clusters Score -457692.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -457757.875000 Penalty: 2784.192139
	Iteration 52Q: 3 clusters Score -457757.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -457834.343750 Penalty: 2784.192139
	Iteration 53Q: 3 clusters Score -457834.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -457888.031250 Penalty: 2784.192139
	Iteration 54Q: 3 clusters Score -457888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -457926.406250 Penalty: 2784.192139
	Iteration 55Q: 3 clusters Score -457926.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -457952.125000 Penalty: 2784.192139
	Iteration 56Q: 3 clusters Score -457952.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -457961.843750 Penalty: 2784.192139
	Iteration 57Q: 3 clusters Score -457961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -457965.687500 Penalty: 2784.192139
	Iteration 58Q: 3 clusters Score -457965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -457969.187500 Penalty: 2784.192139
	Iteration 59Q: 3 clusters Score -457969.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -457971.968750 Penalty: 2784.192139
	Iteration 60F: 3 clusters Score -457972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -457974.156250 Penalty: 2784.192139
	Iteration 61Q: 3 clusters Score -457974.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -457978.875000 Penalty: 2784.192139
	Iteration 62Q: 3 clusters Score -457978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -457979.281250 Penalty: 2784.192139
	Iteration 63Q: 3 clusters Score -457979.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -457979.281250 Penalty: 2784.192139
	Iteration 64F: 3 clusters Score -457979.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Entering Unmasked Estep 
Score: -136767.718750 Penalty: 1198.580811
	Iteration 0F: 2 clusters Score -136767.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -134959.546875 Penalty: 2397.161621
	Iteration 0F: 3 clusters Score -134959.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -135363.281250 Penalty: 2397.161621
	Iteration 1F: 3 clusters Score -135363.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135499.734375 Penalty: 2397.161621
	Iteration 2F: 3 clusters Score -135499.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -135572.062500 Penalty: 2397.161621
	Iteration 3F: 3 clusters Score -135572.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -135626.125000 Penalty: 2397.161621
	Iteration 4Q: 3 clusters Score -135626.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -135683.312500 Penalty: 2397.161621
	Iteration 5Q: 3 clusters Score -135683.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -135723.156250 Penalty: 2397.161621
	Iteration 6Q: 3 clusters Score -135723.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -135748.343750 Penalty: 2397.161621
	Iteration 7Q: 3 clusters Score -135748.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -135762.234375 Penalty: 2397.161621
	Iteration 8Q: 3 clusters Score -135762.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -135776.765625 Penalty: 2397.161621
	Iteration 9Q: 3 clusters Score -135776.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -135793.890625 Penalty: 2397.161621
	Iteration 10Q: 3 clusters Score -135793.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -135808.046875 Penalty: 2397.161621
	Iteration 11Q: 3 clusters Score -135808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -135832.750000 Penalty: 2397.161621
	Iteration 12Q: 3 clusters Score -135832.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -135870.796875 Penalty: 2397.161621
	Iteration 13Q: 3 clusters Score -135870.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -135902.375000 Penalty: 2397.161621
	Iteration 14Q: 3 clusters Score -135902.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -135937.843750 Penalty: 2397.161621
	Iteration 15Q: 3 clusters Score -135937.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -135968.671875 Penalty: 2397.161621
	Iteration 16Q: 3 clusters Score -135968.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -136002.171875 Penalty: 2397.161621
	Iteration 17Q: 3 clusters Score -136002.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -136037.687500 Penalty: 2397.161621
	Iteration 18Q: 3 clusters Score -136037.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -136064.250000 Penalty: 2397.161621
	Iteration 19Q: 3 clusters Score -136064.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -136084.968750 Penalty: 2397.161621
	Iteration 20F: 3 clusters Score -136085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -136108.406250 Penalty: 2397.161621
	Iteration 21Q: 3 clusters Score -136108.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -136128.546875 Penalty: 2397.161621
	Iteration 22Q: 3 clusters Score -136128.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -136150.375000 Penalty: 2397.161621
	Iteration 23Q: 3 clusters Score -136150.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -136156.203125 Penalty: 2397.161621
	Iteration 24Q: 3 clusters Score -136156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -136161.750000 Penalty: 2397.161621
	Iteration 25Q: 3 clusters Score -136161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -136167.109375 Penalty: 2397.161621
	Iteration 26Q: 3 clusters Score -136167.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -136170.593750 Penalty: 2397.161621
	Iteration 27Q: 3 clusters Score -136170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -136177.859375 Penalty: 2397.161621
	Iteration 28Q: 3 clusters Score -136177.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -136181.390625 Penalty: 2397.161621
	Iteration 29Q: 3 clusters Score -136181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -136182.859375 Penalty: 2397.161621
	Iteration 30Q: 3 clusters Score -136182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -136184.390625 Penalty: 2397.161621
	Iteration 31Q: 3 clusters Score -136184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -136187.562500 Penalty: 2397.161621
	Iteration 32Q: 3 clusters Score -136187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -136189.281250 Penalty: 2397.161621
	Iteration 33Q: 3 clusters Score -136189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -136192.140625 Penalty: 2397.161621
	Iteration 34Q: 3 clusters Score -136192.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -136196.453125 Penalty: 2397.161621
	Iteration 35Q: 3 clusters Score -136196.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -136206.171875 Penalty: 2397.161621
	Iteration 36Q: 3 clusters Score -136206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -136216.187500 Penalty: 2397.161621
	Iteration 37Q: 3 clusters Score -136216.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -136223.796875 Penalty: 2397.161621
	Iteration 38Q: 3 clusters Score -136223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -136229.125000 Penalty: 2397.161621
	Iteration 39Q: 3 clusters Score -136229.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -136237.171875 Penalty: 2397.161621
	Iteration 40F: 3 clusters Score -136237.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -136246.843750 Penalty: 2397.161621
	Iteration 41Q: 3 clusters Score -136246.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -136260.375000 Penalty: 2397.161621
	Iteration 42Q: 3 clusters Score -136260.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -136279.140625 Penalty: 2397.161621
	Iteration 43Q: 3 clusters Score -136279.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -136294.531250 Penalty: 2397.161621
	Iteration 44Q: 3 clusters Score -136294.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -136312.531250 Penalty: 2397.161621
	Iteration 45Q: 3 clusters Score -136312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -136319.937500 Penalty: 2397.161621
	Iteration 46Q: 3 clusters Score -136319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -136320.750000 Penalty: 2397.161621
	Iteration 47Q: 3 clusters Score -136320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -136321.531250 Penalty: 2397.161621
	Iteration 48Q: 3 clusters Score -136321.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -136321.531250 Penalty: 2397.161621
	Iteration 49F: 3 clusters Score -136321.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Entering Unmasked Estep 
Score: -107237.578125 Penalty: 1158.510864
	Iteration 0F: 2 clusters Score -107237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -105689.492188 Penalty: 2317.021729
	Iteration 0F: 3 clusters Score -105689.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106244.609375 Penalty: 2317.021729
	Iteration 1F: 3 clusters Score -106244.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106511.070312 Penalty: 2317.021729
	Iteration 2F: 3 clusters Score -106511.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -106737.085938 Penalty: 2317.021729
	Iteration 3F: 3 clusters Score -106737.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -106975.828125 Penalty: 2317.021729
	Iteration 4F: 3 clusters Score -106975.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -107176.960938 Penalty: 2317.021729
	Iteration 5F: 3 clusters Score -107177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -107290.156250 Penalty: 2317.021729
	Iteration 6Q: 3 clusters Score -107290.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -107339.718750 Penalty: 2317.021729
	Iteration 7Q: 3 clusters Score -107339.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -107364.312500 Penalty: 2317.021729
	Iteration 8Q: 3 clusters Score -107364.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -107381.117188 Penalty: 2317.021729
	Iteration 9Q: 3 clusters Score -107381.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -107389.671875 Penalty: 2317.021729
	Iteration 10Q: 3 clusters Score -107389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -107391.007812 Penalty: 2317.021729
	Iteration 11Q: 3 clusters Score -107391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -107391.007812 Penalty: 2317.021729
	Iteration 12F: 3 clusters Score -107391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109387 members 
Mstep: Class 5 contains 41002 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 507 members 
Mstep: Class 13 contains 7070 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 25024 members 
Mstep: Class 22 contains 741 members 
Entering Unmasked Estep 
Score: -52386988.000000 Penalty: 47366.093750
Splitting cluster 12 changes total score from -52387852.000000 to -52386988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Entering Unmasked Estep 
Score: -640172.062500 Penalty: 1440.337646
	Iteration 0F: 2 clusters Score -640172.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -634850.625000 Penalty: 2880.675293
	Iteration 0F: 3 clusters Score -634850.6 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -636593.250000 Penalty: 2880.675293
	Iteration 1F: 3 clusters Score -636593.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -636861.687500 Penalty: 2880.675293
	Iteration 2F: 3 clusters Score -636861.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -637143.562500 Penalty: 2880.675293
	Iteration 3F: 3 clusters Score -637143.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -637445.687500 Penalty: 2880.675293
	Iteration 4F: 3 clusters Score -637445.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -637724.562500 Penalty: 2880.675293
	Iteration 5F: 3 clusters Score -637724.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -638008.062500 Penalty: 2880.675293
	Iteration 6F: 3 clusters Score -638008.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -638293.000000 Penalty: 2880.675293
	Iteration 7Q: 3 clusters Score -638293 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -638582.687500 Penalty: 2880.675293
	Iteration 8Q: 3 clusters Score -638582.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -638814.062500 Penalty: 2880.675293
	Iteration 9Q: 3 clusters Score -638814.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -638987.125000 Penalty: 2880.675293
	Iteration 10Q: 3 clusters Score -638987.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -639159.250000 Penalty: 2880.675293
	Iteration 11Q: 3 clusters Score -639159.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -639319.250000 Penalty: 2880.675293
	Iteration 12Q: 3 clusters Score -639319.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -639492.250000 Penalty: 2880.675293
	Iteration 13Q: 3 clusters Score -639492.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -639709.500000 Penalty: 2880.675293
	Iteration 14Q: 3 clusters Score -639709.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -639874.375000 Penalty: 2880.675293
	Iteration 15Q: 3 clusters Score -639874.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -639974.000000 Penalty: 2880.675293
	Iteration 16Q: 3 clusters Score -639974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -640038.062500 Penalty: 2880.675293
	Iteration 17Q: 3 clusters Score -640038.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -640097.687500 Penalty: 2880.675293
	Iteration 18Q: 3 clusters Score -640097.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -640150.062500 Penalty: 2880.675293
	Iteration 19Q: 3 clusters Score -640150.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -640176.500000 Penalty: 2880.675293
	Iteration 20F: 3 clusters Score -640176.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -640195.937500 Penalty: 2880.675293
	Iteration 21Q: 3 clusters Score -640195.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -640217.562500 Penalty: 2880.675293
	Iteration 22Q: 3 clusters Score -640217.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -640246.062500 Penalty: 2880.675293
	Iteration 23Q: 3 clusters Score -640246.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -640292.625000 Penalty: 2880.675293
	Iteration 24Q: 3 clusters Score -640292.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -640351.687500 Penalty: 2880.675293
	Iteration 25Q: 3 clusters Score -640351.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -640429.562500 Penalty: 2880.675293
	Iteration 26Q: 3 clusters Score -640429.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -640501.312500 Penalty: 2880.675293
	Iteration 27Q: 3 clusters Score -640501.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -640559.812500 Penalty: 2880.675293
	Iteration 28Q: 3 clusters Score -640559.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -640604.062500 Penalty: 2880.675293
	Iteration 29Q: 3 clusters Score -640604.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -640637.750000 Penalty: 2880.675293
	Iteration 30Q: 3 clusters Score -640637.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -640666.875000 Penalty: 2880.675293
	Iteration 31Q: 3 clusters Score -640666.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -640685.062500 Penalty: 2880.675293
	Iteration 32Q: 3 clusters Score -640685.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -640699.312500 Penalty: 2880.675293
	Iteration 33Q: 3 clusters Score -640699.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -640704.625000 Penalty: 2880.675293
	Iteration 34Q: 3 clusters Score -640704.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -640708.625000 Penalty: 2880.675293
	Iteration 35Q: 3 clusters Score -640708.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -640712.125000 Penalty: 2880.675293
	Iteration 36Q: 3 clusters Score -640712.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -640715.625000 Penalty: 2880.675293
	Iteration 37Q: 3 clusters Score -640715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -640717.437500 Penalty: 2880.675293
	Iteration 38Q: 3 clusters Score -640717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -640715.812500 Penalty: 2880.675293
	Iteration 39Q: 3 clusters Score -640715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -640763.625000 Penalty: 2880.675293
	Iteration 40F: 3 clusters Score -640763.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -640810.812500 Penalty: 2880.675293
	Iteration 41Q: 3 clusters Score -640810.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -640851.562500 Penalty: 2880.675293
	Iteration 42Q: 3 clusters Score -640851.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -640887.187500 Penalty: 2880.675293
	Iteration 43Q: 3 clusters Score -640887.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -640912.062500 Penalty: 2880.675293
	Iteration 44Q: 3 clusters Score -640912.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -640947.312500 Penalty: 2880.675293
	Iteration 45Q: 3 clusters Score -640947.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -640968.250000 Penalty: 2880.675293
	Iteration 46Q: 3 clusters Score -640968.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -640979.812500 Penalty: 2880.675293
	Iteration 47Q: 3 clusters Score -640979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -640982.812500 Penalty: 2880.675293
	Iteration 48Q: 3 clusters Score -640982.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -640983.625000 Penalty: 2880.675293
	Iteration 49Q: 3 clusters Score -640983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -640984.312500 Penalty: 2880.675293
	Iteration 50Q: 3 clusters Score -640984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -640985.125000 Penalty: 2880.675293
	Iteration 51Q: 3 clusters Score -640985.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -640987.500000 Penalty: 2880.675293
	Iteration 52Q: 3 clusters Score -640987.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -640988.000000 Penalty: 2880.675293
	Iteration 53Q: 3 clusters Score -640988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -640989.187500 Penalty: 2880.675293
	Iteration 54Q: 3 clusters Score -640989.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -640988.437500 Penalty: 2880.675293
	Iteration 55Q: 3 clusters Score -640988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -640988.437500 Penalty: 2880.675293
	Iteration 56F: 3 clusters Score -640988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109387 members 
Mstep: Class 5 contains 41002 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 25024 members 
Mstep: Class 22 contains 4592 members 
Entering Unmasked Estep 
Score: -52388056.000000 Penalty: 47366.093750
Splitting cluster 13 changes total score from -52387852.000000 to -52388056.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (22912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Entering Unmasked Estep 
Score: -2210099.500000 Penalty: 1631.405151
	Iteration 0F: 2 clusters Score -2210100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -2194532.500000 Penalty: 3262.810303
	Iteration 0F: 3 clusters Score -2194532 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2200427.500000 Penalty: 3262.810303
	Iteration 1F: 3 clusters Score -2200428 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2200973.750000 Penalty: 3262.810303
	Iteration 2F: 3 clusters Score -2200974 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2201689.000000 Penalty: 3262.810303
	Iteration 3F: 3 clusters Score -2201689 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2202677.750000 Penalty: 3262.810303
	Iteration 4F: 3 clusters Score -2202678 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2204002.500000 Penalty: 3262.810303
	Iteration 5F: 3 clusters Score -2204002 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2205459.500000 Penalty: 3262.810303
	Iteration 6F: 3 clusters Score -2205460 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2206830.250000 Penalty: 3262.810303
	Iteration 7F: 3 clusters Score -2206830 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2207798.750000 Penalty: 3262.810303
	Iteration 8Q: 3 clusters Score -2207799 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2208341.500000 Penalty: 3262.810303
	Iteration 9Q: 3 clusters Score -2208342 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2208619.750000 Penalty: 3262.810303
	Iteration 10Q: 3 clusters Score -2208620 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2208769.000000 Penalty: 3262.810303
	Iteration 11Q: 3 clusters Score -2208769 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2208858.250000 Penalty: 3262.810303
	Iteration 12Q: 3 clusters Score -2208858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2208900.000000 Penalty: 3262.810303
	Iteration 13Q: 3 clusters Score -2208900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2208923.750000 Penalty: 3262.810303
	Iteration 14Q: 3 clusters Score -2208924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2208938.750000 Penalty: 3262.810303
	Iteration 15Q: 3 clusters Score -2208939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2208943.750000 Penalty: 3262.810303
	Iteration 16Q: 3 clusters Score -2208944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2208948.000000 Penalty: 3262.810303
	Iteration 17Q: 3 clusters Score -2208948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2208951.250000 Penalty: 3262.810303
	Iteration 18Q: 3 clusters Score -2208951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2208954.250000 Penalty: 3262.810303
	Iteration 19Q: 3 clusters Score -2208954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2208960.750000 Penalty: 3262.810303
	Iteration 20F: 3 clusters Score -2208961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2208965.500000 Penalty: 3262.810303
	Iteration 21Q: 3 clusters Score -2208966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2208968.000000 Penalty: 3262.810303
	Iteration 22Q: 3 clusters Score -2208968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2208971.500000 Penalty: 3262.810303
	Iteration 23Q: 3 clusters Score -2208972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2208972.250000 Penalty: 3262.810303
	Iteration 24Q: 3 clusters Score -2208972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2208972.500000 Penalty: 3262.810303
	Iteration 25Q: 3 clusters Score -2208972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2208972.250000 Penalty: 3262.810303
	Iteration 26Q: 3 clusters Score -2208972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2208974.500000 Penalty: 3262.810303
	Iteration 27Q: 3 clusters Score -2208974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2208975.750000 Penalty: 3262.810303
	Iteration 28Q: 3 clusters Score -2208976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2208972.000000 Penalty: 3262.810303
	Iteration 29Q: 3 clusters Score -2208972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2208976.000000 Penalty: 3262.810303
	Iteration 30Q: 3 clusters Score -2208976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2208981.000000 Penalty: 3262.810303
	Iteration 31Q: 3 clusters Score -2208981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2208986.750000 Penalty: 3262.810303
	Iteration 32Q: 3 clusters Score -2208987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2208995.250000 Penalty: 3262.810303
	Iteration 33Q: 3 clusters Score -2208995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2209000.250000 Penalty: 3262.810303
	Iteration 34Q: 3 clusters Score -2209000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2209003.500000 Penalty: 3262.810303
	Iteration 35Q: 3 clusters Score -2209004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2209002.250000 Penalty: 3262.810303
	Iteration 36Q: 3 clusters Score -2209002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2209004.000000 Penalty: 3262.810303
	Iteration 37Q: 3 clusters Score -2209004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2209005.000000 Penalty: 3262.810303
	Iteration 38Q: 3 clusters Score -2209005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2209005.750000 Penalty: 3262.810303
	Iteration 39Q: 3 clusters Score -2209006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2209005.750000 Penalty: 3262.810303
	Iteration 40F: 3 clusters Score -2209006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -400413.000000 Penalty: 1373.018188
	Iteration 0F: 2 clusters Score -400413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -396694.718750 Penalty: 2746.036377
	Iteration 0F: 3 clusters Score -396694.7 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -397901.781250 Penalty: 2746.036377
	Iteration 1F: 3 clusters Score -397901.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -398225.531250 Penalty: 2746.036377
	Iteration 2F: 3 clusters Score -398225.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -398516.906250 Penalty: 2746.036377
	Iteration 3F: 3 clusters Score -398516.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -398789.937500 Penalty: 2746.036377
	Iteration 4F: 3 clusters Score -398789.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -399040.343750 Penalty: 2746.036377
	Iteration 5F: 3 clusters Score -399040.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -399273.312500 Penalty: 2746.036377
	Iteration 6F: 3 clusters Score -399273.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -399455.875000 Penalty: 2746.036377
	Iteration 7Q: 3 clusters Score -399455.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -399580.906250 Penalty: 2746.036377
	Iteration 8Q: 3 clusters Score -399580.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -399653.375000 Penalty: 2746.036377
	Iteration 9Q: 3 clusters Score -399653.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -399697.781250 Penalty: 2746.036377
	Iteration 10Q: 3 clusters Score -399697.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -399728.437500 Penalty: 2746.036377
	Iteration 11Q: 3 clusters Score -399728.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -399749.437500 Penalty: 2746.036377
	Iteration 12Q: 3 clusters Score -399749.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -399764.562500 Penalty: 2746.036377
	Iteration 13Q: 3 clusters Score -399764.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -399775.968750 Penalty: 2746.036377
	Iteration 14Q: 3 clusters Score -399776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -399780.843750 Penalty: 2746.036377
	Iteration 15Q: 3 clusters Score -399780.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -399787.468750 Penalty: 2746.036377
	Iteration 16Q: 3 clusters Score -399787.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -399792.093750 Penalty: 2746.036377
	Iteration 17Q: 3 clusters Score -399792.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -399795.781250 Penalty: 2746.036377
	Iteration 18Q: 3 clusters Score -399795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -399800.218750 Penalty: 2746.036377
	Iteration 19Q: 3 clusters Score -399800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -399803.875000 Penalty: 2746.036377
	Iteration 20F: 3 clusters Score -399803.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -399810.531250 Penalty: 2746.036377
	Iteration 21Q: 3 clusters Score -399810.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -399817.000000 Penalty: 2746.036377
	Iteration 22Q: 3 clusters Score -399817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -399825.281250 Penalty: 2746.036377
	Iteration 23Q: 3 clusters Score -399825.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -399829.156250 Penalty: 2746.036377
	Iteration 24Q: 3 clusters Score -399829.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -399838.843750 Penalty: 2746.036377
	Iteration 25Q: 3 clusters Score -399838.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -399847.406250 Penalty: 2746.036377
	Iteration 26Q: 3 clusters Score -399847.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -399851.937500 Penalty: 2746.036377
	Iteration 27Q: 3 clusters Score -399851.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -399857.937500 Penalty: 2746.036377
	Iteration 28Q: 3 clusters Score -399857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -399864.312500 Penalty: 2746.036377
	Iteration 29Q: 3 clusters Score -399864.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -399871.625000 Penalty: 2746.036377
	Iteration 30Q: 3 clusters Score -399871.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -399881.562500 Penalty: 2746.036377
	Iteration 31Q: 3 clusters Score -399881.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -399891.312500 Penalty: 2746.036377
	Iteration 32Q: 3 clusters Score -399891.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -399900.562500 Penalty: 2746.036377
	Iteration 33Q: 3 clusters Score -399900.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -399909.031250 Penalty: 2746.036377
	Iteration 34Q: 3 clusters Score -399909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -399918.156250 Penalty: 2746.036377
	Iteration 35Q: 3 clusters Score -399918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -399924.093750 Penalty: 2746.036377
	Iteration 36Q: 3 clusters Score -399924.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -399928.625000 Penalty: 2746.036377
	Iteration 37Q: 3 clusters Score -399928.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -399929.000000 Penalty: 2746.036377
	Iteration 38Q: 3 clusters Score -399929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -399930.781250 Penalty: 2746.036377
	Iteration 39Q: 3 clusters Score -399930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -399931.812500 Penalty: 2746.036377
	Iteration 40F: 3 clusters Score -399931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -399931.625000 Penalty: 2746.036377
	Iteration 41Q: 3 clusters Score -399931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -399931.625000 Penalty: 2746.036377
	Iteration 42F: 3 clusters Score -399931.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (151241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151241 members 
Entering Unmasked Estep 
Score: -14350909.000000 Penalty: 1938.077393
	Iteration 0F: 2 clusters Score -1.435091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75967 members 
Mstep: Class 2 contains 75274 members 
Entering Unmasked Estep 
Score: -14250572.000000 Penalty: 3876.154785
	Iteration 0F: 3 clusters Score -1.425057e+07 nChanged 72850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -14293366.000000 Penalty: 3876.154785
	Iteration 1F: 3 clusters Score -1.429337e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 69858 members 
Entering Unmasked Estep 
Score: -14294641.000000 Penalty: 3876.154785
	Iteration 2Q: 3 clusters Score -1.429464e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84415 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -14296526.000000 Penalty: 3876.154785
	Iteration 3Q: 3 clusters Score -1.429653e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 62386 members 
Entering Unmasked Estep 
Score: -14299524.000000 Penalty: 3876.154785
	Iteration 4Q: 3 clusters Score -1.429952e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95091 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -14304132.000000 Penalty: 3876.154785
	Iteration 5F: 3 clusters Score -1.430413e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103500 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -14311007.000000 Penalty: 3876.154785
	Iteration 6F: 3 clusters Score -1.431101e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113815 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -14319661.000000 Penalty: 3876.154785
	Iteration 7F: 3 clusters Score -1.431966e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124738 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -14329138.000000 Penalty: 3876.154785
	Iteration 8F: 3 clusters Score -1.432914e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134423 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -14337279.000000 Penalty: 3876.154785
	Iteration 9F: 3 clusters Score -1.433728e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141557 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -14342957.000000 Penalty: 3876.154785
	Iteration 10Q: 3 clusters Score -1.434296e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145955 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -14346122.000000 Penalty: 3876.154785
	Iteration 11Q: 3 clusters Score -1.434612e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148337 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -14347690.000000 Penalty: 3876.154785
	Iteration 12Q: 3 clusters Score -1.434769e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -14348437.000000 Penalty: 3876.154785
	Iteration 13Q: 3 clusters Score -1.434844e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150048 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -14348775.000000 Penalty: 3876.154785
	Iteration 14Q: 3 clusters Score -1.434878e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150337 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -14348949.000000 Penalty: 3876.154785
	Iteration 15Q: 3 clusters Score -1.434895e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150510 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -14349084.000000 Penalty: 3876.154785
	Iteration 16Q: 3 clusters Score -1.434908e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150595 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -14349148.000000 Penalty: 3876.154785
	Iteration 17Q: 3 clusters Score -1.434915e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150642 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -14349200.000000 Penalty: 3876.154785
	Iteration 18Q: 3 clusters Score -1.43492e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150676 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -14349227.000000 Penalty: 3876.154785
	Iteration 19Q: 3 clusters Score -1.434923e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150699 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -14349233.000000 Penalty: 3876.154785
	Iteration 20F: 3 clusters Score -1.434923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150712 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -14349263.000000 Penalty: 3876.154785
	Iteration 21Q: 3 clusters Score -1.434926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150724 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14349279.000000 Penalty: 3876.154785
	Iteration 22Q: 3 clusters Score -1.434928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150729 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14349281.000000 Penalty: 3876.154785
	Iteration 23Q: 3 clusters Score -1.434928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150737 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -14349294.000000 Penalty: 3876.154785
	Iteration 24Q: 3 clusters Score -1.434929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150742 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -14349299.000000 Penalty: 3876.154785
	Iteration 25Q: 3 clusters Score -1.43493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150743 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -14349301.000000 Penalty: 3876.154785
	Iteration 26Q: 3 clusters Score -1.43493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150749 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -14349299.000000 Penalty: 3876.154785
	Iteration 27Q: 3 clusters Score -1.43493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14349306.000000 Penalty: 3876.154785
	Iteration 28Q: 3 clusters Score -1.434931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14349315.000000 Penalty: 3876.154785
	Iteration 29Q: 3 clusters Score -1.434932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150750 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -14349321.000000 Penalty: 3876.154785
	Iteration 30Q: 3 clusters Score -1.434932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150751 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -14349321.000000 Penalty: 3876.154785
	Iteration 31Q: 3 clusters Score -1.434932e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -14349327.000000 Penalty: 3876.154785
	Iteration 32Q: 3 clusters Score -1.434933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150752 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14349328.000000 Penalty: 3876.154785
	Iteration 33Q: 3 clusters Score -1.434933e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150752 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -14349328.000000 Penalty: 3876.154785
	Iteration 34F: 3 clusters Score -1.434933e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Entering Unmasked Estep 
Score: -631943.875000 Penalty: 1427.351685
	Iteration 0F: 2 clusters Score -631943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -626908.312500 Penalty: 2854.703369
	Iteration 0F: 3 clusters Score -626908.3 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -628433.562500 Penalty: 2854.703369
	Iteration 1F: 3 clusters Score -628433.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -628651.437500 Penalty: 2854.703369
	Iteration 2F: 3 clusters Score -628651.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -628804.437500 Penalty: 2854.703369
	Iteration 3F: 3 clusters Score -628804.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -628923.937500 Penalty: 2854.703369
	Iteration 4Q: 3 clusters Score -628923.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -629010.062500 Penalty: 2854.703369
	Iteration 5Q: 3 clusters Score -629010.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -629073.125000 Penalty: 2854.703369
	Iteration 6Q: 3 clusters Score -629073.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -629131.687500 Penalty: 2854.703369
	Iteration 7Q: 3 clusters Score -629131.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -629183.000000 Penalty: 2854.703369
	Iteration 8Q: 3 clusters Score -629183 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -629227.562500 Penalty: 2854.703369
	Iteration 9Q: 3 clusters Score -629227.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -629269.562500 Penalty: 2854.703369
	Iteration 10Q: 3 clusters Score -629269.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -629304.625000 Penalty: 2854.703369
	Iteration 11Q: 3 clusters Score -629304.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -629349.500000 Penalty: 2854.703369
	Iteration 12Q: 3 clusters Score -629349.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -629390.750000 Penalty: 2854.703369
	Iteration 13Q: 3 clusters Score -629390.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -629430.500000 Penalty: 2854.703369
	Iteration 14Q: 3 clusters Score -629430.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -629468.562500 Penalty: 2854.703369
	Iteration 15Q: 3 clusters Score -629468.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -629501.125000 Penalty: 2854.703369
	Iteration 16Q: 3 clusters Score -629501.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -629536.062500 Penalty: 2854.703369
	Iteration 17Q: 3 clusters Score -629536.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -629574.437500 Penalty: 2854.703369
	Iteration 18Q: 3 clusters Score -629574.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -629628.250000 Penalty: 2854.703369
	Iteration 19Q: 3 clusters Score -629628.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -629679.562500 Penalty: 2854.703369
	Iteration 20F: 3 clusters Score -629679.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -629734.750000 Penalty: 2854.703369
	Iteration 21Q: 3 clusters Score -629734.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -629803.437500 Penalty: 2854.703369
	Iteration 22Q: 3 clusters Score -629803.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -629870.750000 Penalty: 2854.703369
	Iteration 23Q: 3 clusters Score -629870.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -629931.625000 Penalty: 2854.703369
	Iteration 24Q: 3 clusters Score -629931.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -629999.875000 Penalty: 2854.703369
	Iteration 25Q: 3 clusters Score -629999.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -630069.875000 Penalty: 2854.703369
	Iteration 26Q: 3 clusters Score -630069.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -630125.375000 Penalty: 2854.703369
	Iteration 27Q: 3 clusters Score -630125.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -630169.625000 Penalty: 2854.703369
	Iteration 28Q: 3 clusters Score -630169.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -630199.750000 Penalty: 2854.703369
	Iteration 29Q: 3 clusters Score -630199.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -630223.000000 Penalty: 2854.703369
	Iteration 30Q: 3 clusters Score -630223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -630243.125000 Penalty: 2854.703369
	Iteration 31Q: 3 clusters Score -630243.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -630268.562500 Penalty: 2854.703369
	Iteration 32Q: 3 clusters Score -630268.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -630285.875000 Penalty: 2854.703369
	Iteration 33Q: 3 clusters Score -630285.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -630297.500000 Penalty: 2854.703369
	Iteration 34Q: 3 clusters Score -630297.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -630306.500000 Penalty: 2854.703369
	Iteration 35Q: 3 clusters Score -630306.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -630319.062500 Penalty: 2854.703369
	Iteration 36Q: 3 clusters Score -630319.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -630329.812500 Penalty: 2854.703369
	Iteration 37Q: 3 clusters Score -630329.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -630342.687500 Penalty: 2854.703369
	Iteration 38Q: 3 clusters Score -630342.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -630356.125000 Penalty: 2854.703369
	Iteration 39Q: 3 clusters Score -630356.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -630370.875000 Penalty: 2854.703369
	Iteration 40F: 3 clusters Score -630370.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -630383.437500 Penalty: 2854.703369
	Iteration 41Q: 3 clusters Score -630383.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -630396.312500 Penalty: 2854.703369
	Iteration 42Q: 3 clusters Score -630396.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -630409.125000 Penalty: 2854.703369
	Iteration 43Q: 3 clusters Score -630409.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -630424.750000 Penalty: 2854.703369
	Iteration 44Q: 3 clusters Score -630424.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -630435.500000 Penalty: 2854.703369
	Iteration 45Q: 3 clusters Score -630435.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -630444.562500 Penalty: 2854.703369
	Iteration 46Q: 3 clusters Score -630444.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -630459.125000 Penalty: 2854.703369
	Iteration 47Q: 3 clusters Score -630459.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -630474.500000 Penalty: 2854.703369
	Iteration 48Q: 3 clusters Score -630474.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -630488.750000 Penalty: 2854.703369
	Iteration 49Q: 3 clusters Score -630488.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -630501.250000 Penalty: 2854.703369
	Iteration 50Q: 3 clusters Score -630501.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -630512.937500 Penalty: 2854.703369
	Iteration 51Q: 3 clusters Score -630512.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -630524.062500 Penalty: 2854.703369
	Iteration 52Q: 3 clusters Score -630524.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -630531.062500 Penalty: 2854.703369
	Iteration 53Q: 3 clusters Score -630531.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -630534.375000 Penalty: 2854.703369
	Iteration 54Q: 3 clusters Score -630534.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -630537.500000 Penalty: 2854.703369
	Iteration 55Q: 3 clusters Score -630537.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -630542.750000 Penalty: 2854.703369
	Iteration 56Q: 3 clusters Score -630542.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -630550.812500 Penalty: 2854.703369
	Iteration 57Q: 3 clusters Score -630550.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -630560.437500 Penalty: 2854.703369
	Iteration 58Q: 3 clusters Score -630560.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -630568.125000 Penalty: 2854.703369
	Iteration 59Q: 3 clusters Score -630568.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -630578.750000 Penalty: 2854.703369
	Iteration 60F: 3 clusters Score -630578.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -630585.875000 Penalty: 2854.703369
	Iteration 61Q: 3 clusters Score -630585.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -630591.187500 Penalty: 2854.703369
	Iteration 62Q: 3 clusters Score -630591.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -630597.687500 Penalty: 2854.703369
	Iteration 63Q: 3 clusters Score -630597.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -630603.875000 Penalty: 2854.703369
	Iteration 64Q: 3 clusters Score -630603.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -630607.375000 Penalty: 2854.703369
	Iteration 65Q: 3 clusters Score -630607.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -630613.437500 Penalty: 2854.703369
	Iteration 66Q: 3 clusters Score -630613.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -630620.625000 Penalty: 2854.703369
	Iteration 67Q: 3 clusters Score -630620.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -630625.125000 Penalty: 2854.703369
	Iteration 68Q: 3 clusters Score -630625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -630626.375000 Penalty: 2854.703369
	Iteration 69Q: 3 clusters Score -630626.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -630629.625000 Penalty: 2854.703369
	Iteration 70Q: 3 clusters Score -630629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -630632.000000 Penalty: 2854.703369
	Iteration 71Q: 3 clusters Score -630632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -630636.062500 Penalty: 2854.703369
	Iteration 72Q: 3 clusters Score -630636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -630636.187500 Penalty: 2854.703369
	Iteration 73Q: 3 clusters Score -630636.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -630636.812500 Penalty: 2854.703369
	Iteration 74Q: 3 clusters Score -630636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -630636.375000 Penalty: 2854.703369
	Iteration 75Q: 3 clusters Score -630636.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -630636.375000 Penalty: 2854.703369
	Iteration 76F: 3 clusters Score -630636.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Entering Unmasked Estep 
Score: -291748.187500 Penalty: 1308.601562
	Iteration 0F: 2 clusters Score -291748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -288947.718750 Penalty: 2617.203125
	Iteration 0F: 3 clusters Score -288947.7 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -289689.531250 Penalty: 2617.203125
	Iteration 1F: 3 clusters Score -289689.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -289863.843750 Penalty: 2617.203125
	Iteration 2F: 3 clusters Score -289863.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -289994.625000 Penalty: 2617.203125
	Iteration 3F: 3 clusters Score -289994.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -290107.750000 Penalty: 2617.203125
	Iteration 4Q: 3 clusters Score -290107.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -290200.468750 Penalty: 2617.203125
	Iteration 5Q: 3 clusters Score -290200.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -290300.625000 Penalty: 2617.203125
	Iteration 6Q: 3 clusters Score -290300.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -290393.437500 Penalty: 2617.203125
	Iteration 7Q: 3 clusters Score -290393.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -290479.406250 Penalty: 2617.203125
	Iteration 8Q: 3 clusters Score -290479.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -290574.312500 Penalty: 2617.203125
	Iteration 9Q: 3 clusters Score -290574.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -290695.468750 Penalty: 2617.203125
	Iteration 10Q: 3 clusters Score -290695.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -290833.531250 Penalty: 2617.203125
	Iteration 11Q: 3 clusters Score -290833.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -290936.000000 Penalty: 2617.203125
	Iteration 12Q: 3 clusters Score -290936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -290987.750000 Penalty: 2617.203125
	Iteration 13Q: 3 clusters Score -290987.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -291025.281250 Penalty: 2617.203125
	Iteration 14Q: 3 clusters Score -291025.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -291060.812500 Penalty: 2617.203125
	Iteration 15Q: 3 clusters Score -291060.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -291083.156250 Penalty: 2617.203125
	Iteration 16Q: 3 clusters Score -291083.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -291104.812500 Penalty: 2617.203125
	Iteration 17Q: 3 clusters Score -291104.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -291120.812500 Penalty: 2617.203125
	Iteration 18Q: 3 clusters Score -291120.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -291136.843750 Penalty: 2617.203125
	Iteration 19Q: 3 clusters Score -291136.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -291161.312500 Penalty: 2617.203125
	Iteration 20F: 3 clusters Score -291161.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -291204.000000 Penalty: 2617.203125
	Iteration 21Q: 3 clusters Score -291204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -291240.187500 Penalty: 2617.203125
	Iteration 22Q: 3 clusters Score -291240.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -291260.187500 Penalty: 2617.203125
	Iteration 23Q: 3 clusters Score -291260.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -291275.375000 Penalty: 2617.203125
	Iteration 24Q: 3 clusters Score -291275.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -291283.937500 Penalty: 2617.203125
	Iteration 25Q: 3 clusters Score -291283.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -291288.468750 Penalty: 2617.203125
	Iteration 26Q: 3 clusters Score -291288.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -291292.031250 Penalty: 2617.203125
	Iteration 27Q: 3 clusters Score -291292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -291293.750000 Penalty: 2617.203125
	Iteration 28Q: 3 clusters Score -291293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -291293.843750 Penalty: 2617.203125
	Iteration 29Q: 3 clusters Score -291293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -291293.843750 Penalty: 2617.203125
	Iteration 30Q: 3 clusters Score -291293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -291293.843750 Penalty: 2617.203125
	Iteration 31F: 3 clusters Score -291293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -272473.062500 Penalty: 1293.439087
	Iteration 0F: 2 clusters Score -272473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -269829.375000 Penalty: 2586.878174
	Iteration 0F: 3 clusters Score -269829.4 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -270480.593750 Penalty: 2586.878174
	Iteration 1F: 3 clusters Score -270480.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -270613.406250 Penalty: 2586.878174
	Iteration 2F: 3 clusters Score -270613.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -270682.343750 Penalty: 2586.878174
	Iteration 3Q: 3 clusters Score -270682.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -270735.000000 Penalty: 2586.878174
	Iteration 4Q: 3 clusters Score -270735 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -270781.593750 Penalty: 2586.878174
	Iteration 5Q: 3 clusters Score -270781.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -270819.718750 Penalty: 2586.878174
	Iteration 6Q: 3 clusters Score -270819.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -270859.156250 Penalty: 2586.878174
	Iteration 7Q: 3 clusters Score -270859.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -270887.062500 Penalty: 2586.878174
	Iteration 8Q: 3 clusters Score -270887.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -270903.031250 Penalty: 2586.878174
	Iteration 9Q: 3 clusters Score -270903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -270916.093750 Penalty: 2586.878174
	Iteration 10Q: 3 clusters Score -270916.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -270926.875000 Penalty: 2586.878174
	Iteration 11Q: 3 clusters Score -270926.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -270937.812500 Penalty: 2586.878174
	Iteration 12Q: 3 clusters Score -270937.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -270953.406250 Penalty: 2586.878174
	Iteration 13Q: 3 clusters Score -270953.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -270968.812500 Penalty: 2586.878174
	Iteration 14Q: 3 clusters Score -270968.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -270982.968750 Penalty: 2586.878174
	Iteration 15Q: 3 clusters Score -270983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -270994.093750 Penalty: 2586.878174
	Iteration 16Q: 3 clusters Score -270994.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -271002.031250 Penalty: 2586.878174
	Iteration 17Q: 3 clusters Score -271002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -271008.562500 Penalty: 2586.878174
	Iteration 18Q: 3 clusters Score -271008.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -271018.000000 Penalty: 2586.878174
	Iteration 19Q: 3 clusters Score -271018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -271023.968750 Penalty: 2586.878174
	Iteration 20F: 3 clusters Score -271024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -271028.781250 Penalty: 2586.878174
	Iteration 21Q: 3 clusters Score -271028.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -271034.281250 Penalty: 2586.878174
	Iteration 22Q: 3 clusters Score -271034.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -271038.125000 Penalty: 2586.878174
	Iteration 23Q: 3 clusters Score -271038.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -271042.656250 Penalty: 2586.878174
	Iteration 24Q: 3 clusters Score -271042.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -271046.031250 Penalty: 2586.878174
	Iteration 25Q: 3 clusters Score -271046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -271047.875000 Penalty: 2586.878174
	Iteration 26Q: 3 clusters Score -271047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -271052.062500 Penalty: 2586.878174
	Iteration 27Q: 3 clusters Score -271052.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -271054.718750 Penalty: 2586.878174
	Iteration 28Q: 3 clusters Score -271054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -271058.125000 Penalty: 2586.878174
	Iteration 29Q: 3 clusters Score -271058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -271059.562500 Penalty: 2586.878174
	Iteration 30Q: 3 clusters Score -271059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -271060.500000 Penalty: 2586.878174
	Iteration 31Q: 3 clusters Score -271060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -271060.500000 Penalty: 2586.878174
	Iteration 32F: 3 clusters Score -271060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Entering Unmasked Estep 
Score: -939806.187500 Penalty: 1499.163818
	Iteration 0F: 2 clusters Score -939806.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -932568.437500 Penalty: 2998.327637
	Iteration 0F: 3 clusters Score -932568.4 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -934991.437500 Penalty: 2998.327637
	Iteration 1F: 3 clusters Score -934991.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -935301.375000 Penalty: 2998.327637
	Iteration 2F: 3 clusters Score -935301.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -935634.375000 Penalty: 2998.327637
	Iteration 3F: 3 clusters Score -935634.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -936043.187500 Penalty: 2998.327637
	Iteration 4F: 3 clusters Score -936043.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -936494.562500 Penalty: 2998.327637
	Iteration 5F: 3 clusters Score -936494.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -936924.000000 Penalty: 2998.327637
	Iteration 6F: 3 clusters Score -936924 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -937310.125000 Penalty: 2998.327637
	Iteration 7F: 3 clusters Score -937310.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -937671.000000 Penalty: 2998.327637
	Iteration 8Q: 3 clusters Score -937671 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -938058.937500 Penalty: 2998.327637
	Iteration 9Q: 3 clusters Score -938058.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -938377.625000 Penalty: 2998.327637
	Iteration 10Q: 3 clusters Score -938377.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -938621.312500 Penalty: 2998.327637
	Iteration 11Q: 3 clusters Score -938621.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -938711.562500 Penalty: 2998.327637
	Iteration 12Q: 3 clusters Score -938711.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -938744.687500 Penalty: 2998.327637
	Iteration 13Q: 3 clusters Score -938744.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -938754.500000 Penalty: 2998.327637
	Iteration 14Q: 3 clusters Score -938754.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -938758.687500 Penalty: 2998.327637
	Iteration 15Q: 3 clusters Score -938758.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -938762.312500 Penalty: 2998.327637
	Iteration 16Q: 3 clusters Score -938762.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -938762.437500 Penalty: 2998.327637
	Iteration 17Q: 3 clusters Score -938762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -938763.000000 Penalty: 2998.327637
	Iteration 18Q: 3 clusters Score -938763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -938763.062500 Penalty: 2998.327637
	Iteration 19Q: 3 clusters Score -938763.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -938763.625000 Penalty: 2998.327637
	Iteration 20F: 3 clusters Score -938763.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Entering Unmasked Estep 
Score: -2383037.500000 Penalty: 1645.733398
	Iteration 0F: 2 clusters Score -2383038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2366230.250000 Penalty: 3291.466797
	Iteration 0F: 3 clusters Score -2366230 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2372345.500000 Penalty: 3291.466797
	Iteration 1F: 3 clusters Score -2372346 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2372638.750000 Penalty: 3291.466797
	Iteration 2Q: 3 clusters Score -2372639 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2372892.250000 Penalty: 3291.466797
	Iteration 3Q: 3 clusters Score -2372892 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2373150.000000 Penalty: 3291.466797
	Iteration 4Q: 3 clusters Score -2373150 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2373363.250000 Penalty: 3291.466797
	Iteration 5Q: 3 clusters Score -2373363 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2373620.000000 Penalty: 3291.466797
	Iteration 6Q: 3 clusters Score -2373620 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2373971.000000 Penalty: 3291.466797
	Iteration 7Q: 3 clusters Score -2373971 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2374470.500000 Penalty: 3291.466797
	Iteration 8Q: 3 clusters Score -2374470 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2375193.250000 Penalty: 3291.466797
	Iteration 9F: 3 clusters Score -2375193 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2376274.250000 Penalty: 3291.466797
	Iteration 10F: 3 clusters Score -2376274 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2377671.250000 Penalty: 3291.466797
	Iteration 11F: 3 clusters Score -2377671 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2379201.750000 Penalty: 3291.466797
	Iteration 12F: 3 clusters Score -2379202 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2380422.500000 Penalty: 3291.466797
	Iteration 13Q: 3 clusters Score -2380422 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2381092.500000 Penalty: 3291.466797
	Iteration 14Q: 3 clusters Score -2381092 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -2381468.750000 Penalty: 3291.466797
	Iteration 15Q: 3 clusters Score -2381469 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -2381671.250000 Penalty: 3291.466797
	Iteration 16Q: 3 clusters Score -2381671 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2381780.750000 Penalty: 3291.466797
	Iteration 17Q: 3 clusters Score -2381781 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2381821.250000 Penalty: 3291.466797
	Iteration 18Q: 3 clusters Score -2381821 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -2381848.250000 Penalty: 3291.466797
	Iteration 19Q: 3 clusters Score -2381848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2381863.000000 Penalty: 3291.466797
	Iteration 20F: 3 clusters Score -2381863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -2381873.000000 Penalty: 3291.466797
	Iteration 21Q: 3 clusters Score -2381873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -2381874.750000 Penalty: 3291.466797
	Iteration 22Q: 3 clusters Score -2381875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2381884.000000 Penalty: 3291.466797
	Iteration 23Q: 3 clusters Score -2381884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -2381883.750000 Penalty: 3291.466797
	Iteration 24Q: 3 clusters Score -2381884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -2381882.000000 Penalty: 3291.466797
	Iteration 25Q: 3 clusters Score -2381882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -2381887.000000 Penalty: 3291.466797
	Iteration 26Q: 3 clusters Score -2381887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2381887.000000 Penalty: 3291.466797
	Iteration 27Q: 3 clusters Score -2381887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2381887.750000 Penalty: 3291.466797
	Iteration 28Q: 3 clusters Score -2381888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -2381888.250000 Penalty: 3291.466797
	Iteration 29Q: 3 clusters Score -2381888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2381886.750000 Penalty: 3291.466797
	Iteration 30Q: 3 clusters Score -2381887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -2381886.750000 Penalty: 3291.466797
	Iteration 31F: 3 clusters Score -2381887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102820 members 
Mstep: Class 2 contains 5299 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109387 members 
Mstep: Class 5 contains 41002 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 9003 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 2478 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 16 contains 151241 members 
Mstep: Class 17 contains 6527 members 
Mstep: Class 18 contains 3143 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 25024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388724.000000 Penalty: 47366.093750
Iteration 159Q: 23 clusters Score -5.238872e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102825 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 109315 members 
Mstep: Class 5 contains 41144 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 9011 members 
Mstep: Class 8 contains 40580 members 
Mstep: Class 9 contains 6412 members 
Mstep: Class 10 contains 5260 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 2854 members 
Mstep: Class 14 contains 22886 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 16 contains 151299 members 
Mstep: Class 17 contains 6509 members 
Mstep: Class 18 contains 3125 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10157 members 
Mstep: Class 21 contains 25033 members 
Mstep: Class 22 contains 4089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389284.000000 Penalty: 47366.093750
Iteration 160F: 23 clusters Score -5.238928e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102824 members 
Mstep: Class 2 contains 5255 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109224 members 
Mstep: Class 5 contains 41231 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 9001 members 
Mstep: Class 8 contains 40585 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 5227 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 3073 members 
Mstep: Class 14 contains 22885 members 
Mstep: Class 15 contains 4695 members 
Mstep: Class 16 contains 151153 members 
Mstep: Class 17 contains 6506 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 25012 members 
Mstep: Class 22 contains 4145 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 23 clusters Score -5.238958e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102829 members 
Mstep: Class 2 contains 5216 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109155 members 
Mstep: Class 5 contains 41270 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 8982 members 
Mstep: Class 8 contains 40595 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 5212 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 22904 members 
Mstep: Class 15 contains 4700 members 
Mstep: Class 16 contains 151045 members 
Mstep: Class 17 contains 6509 members 
Mstep: Class 18 contains 3103 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 10146 members 
Mstep: Class 21 contains 25001 members 
Mstep: Class 22 contains 4182 members 
Entering Unmasked Estep 
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Iteration 162Q: 23 clusters Score -5.238966e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102832 members 
Mstep: Class 2 contains 5180 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109059 members 
Mstep: Class 5 contains 41311 members 
Mstep: Class 6 contains 6430 members 
Mstep: Class 7 contains 8973 members 
Mstep: Class 8 contains 40599 members 
Mstep: Class 9 contains 6391 members 
Mstep: Class 10 contains 5197 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 3359 members 
Mstep: Class 14 contains 22911 members 
Mstep: Class 15 contains 4714 members 
Mstep: Class 16 contains 150963 members 
Mstep: Class 17 contains 6520 members 
Mstep: Class 18 contains 3098 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 10139 members 
Mstep: Class 21 contains 25011 members 
Mstep: Class 22 contains 4226 members 
Entering Unmasked Estep 
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Iteration 163Q: 23 clusters Score -5.238977e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102834 members 
Mstep: Class 2 contains 5160 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 109002 members 
Mstep: Class 5 contains 41345 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 8963 members 
Mstep: Class 8 contains 40595 members 
Mstep: Class 9 contains 6392 members 
Mstep: Class 10 contains 5186 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3455 members 
Mstep: Class 14 contains 22912 members 
Mstep: Class 15 contains 4712 members 
Mstep: Class 16 contains 150880 members 
Mstep: Class 17 contains 6532 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 10128 members 
Mstep: Class 21 contains 25018 members 
Mstep: Class 22 contains 4269 members 
Entering Unmasked Estep 
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Iteration 164Q: 23 clusters Score -5.238986e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102833 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 5035 members 
Mstep: Class 4 contains 108945 members 
Mstep: Class 5 contains 41366 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 8949 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 6390 members 
Mstep: Class 10 contains 5166 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 3533 members 
Mstep: Class 14 contains 22911 members 
Mstep: Class 15 contains 4715 members 
Mstep: Class 16 contains 150816 members 
Mstep: Class 17 contains 6541 members 
Mstep: Class 18 contains 3090 members 
Mstep: Class 19 contains 2856 members 
Mstep: Class 20 contains 10120 members 
Mstep: Class 21 contains 25023 members 
Mstep: Class 22 contains 4324 members 
Entering Unmasked Estep 
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Iteration 165Q: 23 clusters Score -5.238984e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102840 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 5034 members 
Mstep: Class 4 contains 108905 members 
Mstep: Class 5 contains 41389 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 8934 members 
Mstep: Class 8 contains 40600 members 
Mstep: Class 9 contains 6392 members 
Mstep: Class 10 contains 5148 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 3589 members 
Mstep: Class 14 contains 22911 members 
Mstep: Class 15 contains 4715 members 
Mstep: Class 16 contains 150753 members 
Mstep: Class 17 contains 6551 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 25029 members 
Mstep: Class 22 contains 4374 members 
Entering Unmasked Estep 
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Iteration 166Q: 23 clusters Score -5.23899e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102845 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 108874 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 8925 members 
Mstep: Class 8 contains 40597 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 5131 members 
Mstep: Class 11 contains 1594 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 22917 members 
Mstep: Class 15 contains 4717 members 
Mstep: Class 16 contains 150708 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 10109 members 
Mstep: Class 21 contains 25032 members 
Mstep: Class 22 contains 4411 members 
Entering Unmasked Estep 
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Iteration 167Q: 23 clusters Score -5.23901e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102854 members 
Mstep: Class 2 contains 5110 members 
Mstep: Class 3 contains 5032 members 
Mstep: Class 4 contains 108859 members 
Mstep: Class 5 contains 41422 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 8917 members 
Mstep: Class 8 contains 40590 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 5114 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 3666 members 
Mstep: Class 14 contains 22925 members 
Mstep: Class 15 contains 4720 members 
Mstep: Class 16 contains 150664 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 19 contains 2851 members 
Mstep: Class 20 contains 10101 members 
Mstep: Class 21 contains 25031 members 
Mstep: Class 22 contains 4449 members 
Entering Unmasked Estep 
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Iteration 168Q: 23 clusters Score -5.239008e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102859 members 
Mstep: Class 2 contains 5109 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 108842 members 
Mstep: Class 5 contains 41428 members 
Mstep: Class 6 contains 6445 members 
Mstep: Class 7 contains 8913 members 
Mstep: Class 8 contains 40587 members 
Mstep: Class 9 contains 6408 members 
Mstep: Class 10 contains 5096 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 22924 members 
Mstep: Class 15 contains 4726 members 
Mstep: Class 16 contains 150618 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 2850 members 
Mstep: Class 20 contains 10093 members 
Mstep: Class 21 contains 25043 members 
Mstep: Class 22 contains 4489 members 
Entering Unmasked Estep 
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Iteration 169Q: 23 clusters Score -5.239018e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102862 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108826 members 
Mstep: Class 5 contains 41443 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 8902 members 
Mstep: Class 8 contains 40579 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 3716 members 
Mstep: Class 14 contains 22924 members 
Mstep: Class 15 contains 4732 members 
Mstep: Class 16 contains 150581 members 
Mstep: Class 17 contains 6559 members 
Mstep: Class 18 contains 3094 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 10090 members 
Mstep: Class 21 contains 25049 members 
Mstep: Class 22 contains 4524 members 
Entering Unmasked Estep 
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Iteration 170Q: 23 clusters Score -5.239022e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 5098 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108808 members 
Mstep: Class 5 contains 41455 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 8895 members 
Mstep: Class 8 contains 40574 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 3738 members 
Mstep: Class 14 contains 22925 members 
Mstep: Class 15 contains 4737 members 
Mstep: Class 16 contains 150562 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 3097 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 25059 members 
Mstep: Class 22 contains 4545 members 
Entering Unmasked Estep 
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Iteration 171Q: 23 clusters Score -5.239024e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 5094 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108796 members 
Mstep: Class 5 contains 41472 members 
Mstep: Class 6 contains 6451 members 
Mstep: Class 7 contains 8886 members 
Mstep: Class 8 contains 40572 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 1599 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 3752 members 
Mstep: Class 14 contains 22926 members 
Mstep: Class 15 contains 4743 members 
Mstep: Class 16 contains 150546 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 3097 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 25067 members 
Mstep: Class 22 contains 4556 members 
Entering Unmasked Estep 
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Iteration 172Q: 23 clusters Score -5.239017e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102869 members 
Mstep: Class 2 contains 5083 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108786 members 
Mstep: Class 5 contains 41487 members 
Mstep: Class 6 contains 6454 members 
Mstep: Class 7 contains 8877 members 
Mstep: Class 8 contains 40569 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 3762 members 
Mstep: Class 14 contains 22930 members 
Mstep: Class 15 contains 4741 members 
Mstep: Class 16 contains 150538 members 
Mstep: Class 17 contains 6557 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10085 members 
Mstep: Class 21 contains 25072 members 
Mstep: Class 22 contains 4556 members 
Entering Unmasked Estep 
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Iteration 173Q: 23 clusters Score -5.23902e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102866 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108781 members 
Mstep: Class 5 contains 41498 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 8874 members 
Mstep: Class 8 contains 40567 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 3773 members 
Mstep: Class 14 contains 22929 members 
Mstep: Class 15 contains 4744 members 
Mstep: Class 16 contains 150532 members 
Mstep: Class 17 contains 6558 members 
Mstep: Class 18 contains 3095 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 25074 members 
Mstep: Class 22 contains 4556 members 
Entering Unmasked Estep 
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Iteration 174Q: 23 clusters Score -5.239018e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108772 members 
Mstep: Class 5 contains 41509 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 8873 members 
Mstep: Class 8 contains 40560 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 14 contains 22927 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 150521 members 
Mstep: Class 17 contains 6560 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 25082 members 
Mstep: Class 22 contains 4567 members 
Entering Unmasked Estep 
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Iteration 175Q: 23 clusters Score -5.239018e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108770 members 
Mstep: Class 5 contains 41524 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8867 members 
Mstep: Class 8 contains 40557 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 5027 members 
Mstep: Class 11 contains 1598 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 3779 members 
Mstep: Class 14 contains 22926 members 
Mstep: Class 15 contains 4756 members 
Mstep: Class 16 contains 150515 members 
Mstep: Class 17 contains 6561 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10078 members 
Mstep: Class 21 contains 25086 members 
Mstep: Class 22 contains 4567 members 
Entering Unmasked Estep 
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Iteration 176Q: 23 clusters Score -5.239016e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102864 members 
Mstep: Class 2 contains 5070 members 
Mstep: Class 3 contains 5029 members 
Mstep: Class 4 contains 108764 members 
Mstep: Class 5 contains 41538 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 8863 members 
Mstep: Class 8 contains 40555 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 1597 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 22925 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 150506 members 
Mstep: Class 17 contains 6562 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10078 members 
Mstep: Class 21 contains 25090 members 
Mstep: Class 22 contains 4567 members 
Entering Unmasked Estep 
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Iteration 177Q: 23 clusters Score -5.239017e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108763 members 
Mstep: Class 5 contains 41547 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 8859 members 
Mstep: Class 8 contains 40553 members 
Mstep: Class 9 contains 6431 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 150501 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 25091 members 
Mstep: Class 22 contains 4572 members 
Entering Unmasked Estep 
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Iteration 178Q: 23 clusters Score -5.239016e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102873 members 
Mstep: Class 2 contains 5066 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108764 members 
Mstep: Class 5 contains 41556 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8850 members 
Mstep: Class 8 contains 40552 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 150502 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 10079 members 
Mstep: Class 21 contains 25093 members 
Mstep: Class 22 contains 4569 members 
Entering Unmasked Estep 
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Iteration 179Q: 23 clusters Score -5.239013e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102874 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108768 members 
Mstep: Class 5 contains 41561 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 8845 members 
Mstep: Class 8 contains 40551 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 150501 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 10078 members 
Mstep: Class 21 contains 25094 members 
Mstep: Class 22 contains 4569 members 
Entering Unmasked Estep 
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Iteration 180F: 23 clusters Score -5.239016e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102876 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108768 members 
Mstep: Class 5 contains 41565 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 8843 members 
Mstep: Class 8 contains 40550 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 22924 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 150500 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25094 members 
Mstep: Class 22 contains 4570 members 
Entering Unmasked Estep 
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Iteration 181Q: 23 clusters Score -5.239014e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108767 members 
Mstep: Class 5 contains 41567 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 8842 members 
Mstep: Class 8 contains 40549 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22925 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 150492 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25093 members 
Mstep: Class 22 contains 4577 members 
Entering Unmasked Estep 
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Iteration 182Q: 23 clusters Score -5.239014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5063 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108769 members 
Mstep: Class 5 contains 41568 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 8840 members 
Mstep: Class 8 contains 40550 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22925 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 150487 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25094 members 
Mstep: Class 22 contains 4583 members 
Entering Unmasked Estep 
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Iteration 183Q: 23 clusters Score -5.239006e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 5063 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108771 members 
Mstep: Class 5 contains 41573 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 8837 members 
Mstep: Class 8 contains 40548 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22925 members 
Mstep: Class 15 contains 4752 members 
Mstep: Class 16 contains 150475 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25094 members 
Mstep: Class 22 contains 4591 members 
Entering Unmasked Estep 
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Iteration 184Q: 23 clusters Score -5.239004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102879 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108772 members 
Mstep: Class 5 contains 41578 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8834 members 
Mstep: Class 8 contains 40546 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22925 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 150469 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25095 members 
Mstep: Class 22 contains 4593 members 
Entering Unmasked Estep 
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Iteration 185Q: 23 clusters Score -5.239008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102879 members 
Mstep: Class 2 contains 5063 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108775 members 
Mstep: Class 5 contains 41584 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8828 members 
Mstep: Class 8 contains 40546 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22925 members 
Mstep: Class 15 contains 4754 members 
Mstep: Class 16 contains 150469 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25095 members 
Mstep: Class 22 contains 4595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390044.000000 Penalty: 47366.093750
Iteration 186Q: 23 clusters Score -5.239004e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108777 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8820 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 5013 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22925 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 150463 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25095 members 
Mstep: Class 22 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390028.000000 Penalty: 47366.093750
Iteration 187Q: 23 clusters Score -5.239003e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5060 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108778 members 
Mstep: Class 5 contains 41592 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 8816 members 
Mstep: Class 8 contains 40549 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 5016 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22924 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 150458 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25095 members 
Mstep: Class 22 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390008.000000 Penalty: 47366.093750
Iteration 188Q: 23 clusters Score -5.239001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 5057 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108785 members 
Mstep: Class 5 contains 41594 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8806 members 
Mstep: Class 8 contains 40550 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 5014 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 150459 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25095 members 
Mstep: Class 22 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389964.000000 Penalty: 47366.093750
Iteration 189Q: 23 clusters Score -5.238996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108789 members 
Mstep: Class 5 contains 41595 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8802 members 
Mstep: Class 8 contains 40549 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 5012 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 150458 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25095 members 
Mstep: Class 22 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389992.000000 Penalty: 47366.093750
Iteration 190Q: 23 clusters Score -5.238999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 5026 members 
Mstep: Class 4 contains 108791 members 
Mstep: Class 5 contains 41597 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8800 members 
Mstep: Class 8 contains 40548 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 150456 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25095 members 
Mstep: Class 22 contains 4608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389956.000000 Penalty: 47366.093750
Iteration 191Q: 23 clusters Score -5.238996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 5056 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 108791 members 
Mstep: Class 5 contains 41597 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8800 members 
Mstep: Class 8 contains 40548 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 5005 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 150458 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389984.000000 Penalty: 47366.093750
Iteration 192Q: 23 clusters Score -5.238998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108791 members 
Mstep: Class 5 contains 41599 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8800 members 
Mstep: Class 8 contains 40548 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 5000 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 150460 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389984.000000 Penalty: 47366.093750
Iteration 193Q: 23 clusters Score -5.238998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108791 members 
Mstep: Class 5 contains 41600 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40549 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4754 members 
Mstep: Class 16 contains 150460 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389972.000000 Penalty: 47366.093750
Iteration 194Q: 23 clusters Score -5.238997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108791 members 
Mstep: Class 5 contains 41599 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40551 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4756 members 
Mstep: Class 16 contains 150458 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389944.000000 Penalty: 47366.093750
Iteration 195Q: 23 clusters Score -5.238994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108792 members 
Mstep: Class 5 contains 41600 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40550 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 4999 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 150461 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 4604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389944.000000 Penalty: 47366.093750
Iteration 196Q: 23 clusters Score -5.238994e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102877 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108793 members 
Mstep: Class 5 contains 41601 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40549 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 150463 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389940.000000 Penalty: 47366.093750
Iteration 197Q: 23 clusters Score -5.238994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41603 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 150467 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389972.000000 Penalty: 47366.093750
Iteration 198Q: 23 clusters Score -5.238997e+07 nChanged 14
Entering ConstructFrom: 
Score: -52389972.000000 Penalty: 47366.093750
Entering ConstructFrom: 
Trying to split cluster 1 (102878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102878 members 
Entering Unmasked Estep 
Score: -9670840.000000 Penalty: 1875.461060
	Iteration 0F: 2 clusters Score -9670840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -9602328.000000 Penalty: 3750.922119
	Iteration 0F: 3 clusters Score -9602328 nChanged 49134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53487 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -9631344.000000 Penalty: 3750.922119
	Iteration 1F: 3 clusters Score -9631344 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -9633014.000000 Penalty: 3750.922119
	Iteration 2Q: 3 clusters Score -9633014 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57846 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -9635376.000000 Penalty: 3750.922119
	Iteration 3F: 3 clusters Score -9635376 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -9638567.000000 Penalty: 3750.922119
	Iteration 4F: 3 clusters Score -9638567 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -9642526.000000 Penalty: 3750.922119
	Iteration 5F: 3 clusters Score -9642526 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -9646497.000000 Penalty: 3750.922119
	Iteration 6F: 3 clusters Score -9646497 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76286 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -9650359.000000 Penalty: 3750.922119
	Iteration 7F: 3 clusters Score -9650359 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81771 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -9654025.000000 Penalty: 3750.922119
	Iteration 8F: 3 clusters Score -9654025 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -9657711.000000 Penalty: 3750.922119
	Iteration 9F: 3 clusters Score -9657711 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91777 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -9661040.000000 Penalty: 3750.922119
	Iteration 10Q: 3 clusters Score -9661040 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95583 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -9663817.000000 Penalty: 3750.922119
	Iteration 11Q: 3 clusters Score -9663817 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -9665896.000000 Penalty: 3750.922119
	Iteration 12Q: 3 clusters Score -9665896 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100232 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -9667420.000000 Penalty: 3750.922119
	Iteration 13Q: 3 clusters Score -9667420 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101335 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9668250.000000 Penalty: 3750.922119
	Iteration 14Q: 3 clusters Score -9668250 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101911 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9668735.000000 Penalty: 3750.922119
	Iteration 15Q: 3 clusters Score -9668735 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9668944.000000 Penalty: 3750.922119
	Iteration 16Q: 3 clusters Score -9668944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102311 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9669023.000000 Penalty: 3750.922119
	Iteration 17Q: 3 clusters Score -9669023 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102377 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9669090.000000 Penalty: 3750.922119
	Iteration 18Q: 3 clusters Score -9669090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102426 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9669159.000000 Penalty: 3750.922119
	Iteration 19Q: 3 clusters Score -9669159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102461 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9669184.000000 Penalty: 3750.922119
	Iteration 20F: 3 clusters Score -9669184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102480 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9669209.000000 Penalty: 3750.922119
	Iteration 21Q: 3 clusters Score -9669209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102499 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9669220.000000 Penalty: 3750.922119
	Iteration 22Q: 3 clusters Score -9669220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102502 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9669228.000000 Penalty: 3750.922119
	Iteration 23Q: 3 clusters Score -9669228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102506 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9669234.000000 Penalty: 3750.922119
	Iteration 24Q: 3 clusters Score -9669234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102508 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9669233.000000 Penalty: 3750.922119
	Iteration 25Q: 3 clusters Score -9669233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102510 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9669237.000000 Penalty: 3750.922119
	Iteration 26Q: 3 clusters Score -9669237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102515 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9669247.000000 Penalty: 3750.922119
	Iteration 27Q: 3 clusters Score -9669247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102518 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9669247.000000 Penalty: 3750.922119
	Iteration 28Q: 3 clusters Score -9669247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9669248.000000 Penalty: 3750.922119
	Iteration 29Q: 3 clusters Score -9669248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9669255.000000 Penalty: 3750.922119
	Iteration 30Q: 3 clusters Score -9669255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9669254.000000 Penalty: 3750.922119
	Iteration 31Q: 3 clusters Score -9669254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9669258.000000 Penalty: 3750.922119
	Iteration 32Q: 3 clusters Score -9669258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102529 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9669253.000000 Penalty: 3750.922119
	Iteration 33Q: 3 clusters Score -9669253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102530 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9669257.000000 Penalty: 3750.922119
	Iteration 34Q: 3 clusters Score -9669257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102532 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9669257.000000 Penalty: 3750.922119
	Iteration 35Q: 3 clusters Score -9669257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9669261.000000 Penalty: 3750.922119
	Iteration 36Q: 3 clusters Score -9669261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9669258.000000 Penalty: 3750.922119
	Iteration 37Q: 3 clusters Score -9669258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102532 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9669260.000000 Penalty: 3750.922119
	Iteration 38Q: 3 clusters Score -9669260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102532 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9669260.000000 Penalty: 3750.922119
	Iteration 39F: 3 clusters Score -9669260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Entering Unmasked Estep 
Score: -452231.250000 Penalty: 1385.564209
	Iteration 0F: 2 clusters Score -452231.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -448292.468750 Penalty: 2771.128418
	Iteration 0F: 3 clusters Score -448292.5 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -449488.062500 Penalty: 2771.128418
	Iteration 1F: 3 clusters Score -449488.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -449713.062500 Penalty: 2771.128418
	Iteration 2F: 3 clusters Score -449713.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -449888.187500 Penalty: 2771.128418
	Iteration 3F: 3 clusters Score -449888.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -450070.031250 Penalty: 2771.128418
	Iteration 4F: 3 clusters Score -450070 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -450250.312500 Penalty: 2771.128418
	Iteration 5Q: 3 clusters Score -450250.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -450456.406250 Penalty: 2771.128418
	Iteration 6Q: 3 clusters Score -450456.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -450681.781250 Penalty: 2771.128418
	Iteration 7Q: 3 clusters Score -450681.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -450919.812500 Penalty: 2771.128418
	Iteration 8Q: 3 clusters Score -450919.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -451153.468750 Penalty: 2771.128418
	Iteration 9Q: 3 clusters Score -451153.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -451333.593750 Penalty: 2771.128418
	Iteration 10Q: 3 clusters Score -451333.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -451420.062500 Penalty: 2771.128418
	Iteration 11Q: 3 clusters Score -451420.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -451465.406250 Penalty: 2771.128418
	Iteration 12Q: 3 clusters Score -451465.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -451494.312500 Penalty: 2771.128418
	Iteration 13Q: 3 clusters Score -451494.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -451508.156250 Penalty: 2771.128418
	Iteration 14Q: 3 clusters Score -451508.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -451515.656250 Penalty: 2771.128418
	Iteration 15Q: 3 clusters Score -451515.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -451518.125000 Penalty: 2771.128418
	Iteration 16Q: 3 clusters Score -451518.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -451521.656250 Penalty: 2771.128418
	Iteration 17Q: 3 clusters Score -451521.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -451522.750000 Penalty: 2771.128418
	Iteration 18Q: 3 clusters Score -451522.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -451524.062500 Penalty: 2771.128418
	Iteration 19Q: 3 clusters Score -451524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -451525.812500 Penalty: 2771.128418
	Iteration 20F: 3 clusters Score -451525.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -451527.312500 Penalty: 2771.128418
	Iteration 21Q: 3 clusters Score -451527.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -451528.125000 Penalty: 2771.128418
	Iteration 22Q: 3 clusters Score -451528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -451530.125000 Penalty: 2771.128418
	Iteration 23Q: 3 clusters Score -451530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -451531.125000 Penalty: 2771.128418
	Iteration 24Q: 3 clusters Score -451531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -451533.093750 Penalty: 2771.128418
	Iteration 25Q: 3 clusters Score -451533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -451533.687500 Penalty: 2771.128418
	Iteration 26Q: 3 clusters Score -451533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -451533.968750 Penalty: 2771.128418
	Iteration 27Q: 3 clusters Score -451534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -451535.000000 Penalty: 2771.128418
	Iteration 28Q: 3 clusters Score -451535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -451536.218750 Penalty: 2771.128418
	Iteration 29Q: 3 clusters Score -451536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -451536.375000 Penalty: 2771.128418
	Iteration 30Q: 3 clusters Score -451536.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -451536.312500 Penalty: 2771.128418
	Iteration 31Q: 3 clusters Score -451536.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -451538.687500 Penalty: 2771.128418
	Iteration 32Q: 3 clusters Score -451538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -451539.781250 Penalty: 2771.128418
	Iteration 33Q: 3 clusters Score -451539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -451540.343750 Penalty: 2771.128418
	Iteration 34Q: 3 clusters Score -451540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -451541.062500 Penalty: 2771.128418
	Iteration 35Q: 3 clusters Score -451541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -451541.812500 Penalty: 2771.128418
	Iteration 36Q: 3 clusters Score -451541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -451542.625000 Penalty: 2771.128418
	Iteration 37Q: 3 clusters Score -451542.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -451544.156250 Penalty: 2771.128418
	Iteration 38Q: 3 clusters Score -451544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -451545.875000 Penalty: 2771.128418
	Iteration 39Q: 3 clusters Score -451545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -451546.750000 Penalty: 2771.128418
	Iteration 40F: 3 clusters Score -451546.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -451546.500000 Penalty: 2771.128418
	Iteration 41Q: 3 clusters Score -451546.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -451545.906250 Penalty: 2771.128418
	Iteration 42Q: 3 clusters Score -451545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -451546.781250 Penalty: 2771.128418
	Iteration 43Q: 3 clusters Score -451546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -451546.781250 Penalty: 2771.128418
	Iteration 44F: 3 clusters Score -451546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -475879.375000 Penalty: 1384.951294
	Iteration 0F: 2 clusters Score -475879.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -471852.687500 Penalty: 2769.902588
	Iteration 0F: 3 clusters Score -471852.7 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -472961.000000 Penalty: 2769.902588
	Iteration 1F: 3 clusters Score -472961 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -473138.750000 Penalty: 2769.902588
	Iteration 2F: 3 clusters Score -473138.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -473261.343750 Penalty: 2769.902588
	Iteration 3F: 3 clusters Score -473261.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -473370.312500 Penalty: 2769.902588
	Iteration 4Q: 3 clusters Score -473370.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -473472.875000 Penalty: 2769.902588
	Iteration 5Q: 3 clusters Score -473472.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -473603.031250 Penalty: 2769.902588
	Iteration 6Q: 3 clusters Score -473603 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -473765.343750 Penalty: 2769.902588
	Iteration 7Q: 3 clusters Score -473765.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -473932.656250 Penalty: 2769.902588
	Iteration 8Q: 3 clusters Score -473932.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -474084.718750 Penalty: 2769.902588
	Iteration 9Q: 3 clusters Score -474084.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -474230.500000 Penalty: 2769.902588
	Iteration 10Q: 3 clusters Score -474230.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -474335.718750 Penalty: 2769.902588
	Iteration 11Q: 3 clusters Score -474335.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -474426.093750 Penalty: 2769.902588
	Iteration 12Q: 3 clusters Score -474426.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -474499.093750 Penalty: 2769.902588
	Iteration 13Q: 3 clusters Score -474499.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -474547.343750 Penalty: 2769.902588
	Iteration 14Q: 3 clusters Score -474547.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -474576.312500 Penalty: 2769.902588
	Iteration 15Q: 3 clusters Score -474576.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -474598.218750 Penalty: 2769.902588
	Iteration 16Q: 3 clusters Score -474598.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -474609.250000 Penalty: 2769.902588
	Iteration 17Q: 3 clusters Score -474609.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -474623.062500 Penalty: 2769.902588
	Iteration 18Q: 3 clusters Score -474623.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -474637.468750 Penalty: 2769.902588
	Iteration 19Q: 3 clusters Score -474637.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -474649.062500 Penalty: 2769.902588
	Iteration 20F: 3 clusters Score -474649.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -474662.406250 Penalty: 2769.902588
	Iteration 21Q: 3 clusters Score -474662.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -474675.593750 Penalty: 2769.902588
	Iteration 22Q: 3 clusters Score -474675.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -474685.062500 Penalty: 2769.902588
	Iteration 23Q: 3 clusters Score -474685.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -474692.843750 Penalty: 2769.902588
	Iteration 24Q: 3 clusters Score -474692.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -474707.750000 Penalty: 2769.902588
	Iteration 25Q: 3 clusters Score -474707.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -474726.500000 Penalty: 2769.902588
	Iteration 26Q: 3 clusters Score -474726.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -474741.500000 Penalty: 2769.902588
	Iteration 27Q: 3 clusters Score -474741.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -474752.625000 Penalty: 2769.902588
	Iteration 28Q: 3 clusters Score -474752.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -474761.593750 Penalty: 2769.902588
	Iteration 29Q: 3 clusters Score -474761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -474764.812500 Penalty: 2769.902588
	Iteration 30Q: 3 clusters Score -474764.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -474766.312500 Penalty: 2769.902588
	Iteration 31Q: 3 clusters Score -474766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -474767.656250 Penalty: 2769.902588
	Iteration 32Q: 3 clusters Score -474767.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -474770.156250 Penalty: 2769.902588
	Iteration 33Q: 3 clusters Score -474770.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -474773.468750 Penalty: 2769.902588
	Iteration 34Q: 3 clusters Score -474773.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -474776.250000 Penalty: 2769.902588
	Iteration 35Q: 3 clusters Score -474776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -474779.125000 Penalty: 2769.902588
	Iteration 36Q: 3 clusters Score -474779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -474780.375000 Penalty: 2769.902588
	Iteration 37Q: 3 clusters Score -474780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -474780.187500 Penalty: 2769.902588
	Iteration 38Q: 3 clusters Score -474780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -474780.187500 Penalty: 2769.902588
	Iteration 39F: 3 clusters Score -474780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108794 members 
Entering Unmasked Estep 
Score: -10230914.000000 Penalty: 1884.546875
	Iteration 0F: 2 clusters Score -1.023091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -10157993.000000 Penalty: 3769.093750
	Iteration 0F: 3 clusters Score -1.015799e+07 nChanged 52056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -10188491.000000 Penalty: 3769.093750
	Iteration 1F: 3 clusters Score -1.018849e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 57463 members 
Entering Unmasked Estep 
Score: -10189398.000000 Penalty: 3769.093750
	Iteration 2Q: 3 clusters Score -1.01894e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -10190753.000000 Penalty: 3769.093750
	Iteration 3Q: 3 clusters Score -1.019075e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -10192537.000000 Penalty: 3769.093750
	Iteration 4Q: 3 clusters Score -1.019254e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 67650 members 
Entering Unmasked Estep 
Score: -10195543.000000 Penalty: 3769.093750
	Iteration 5F: 3 clusters Score -1.019554e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 74114 members 
Entering Unmasked Estep 
Score: -10199931.000000 Penalty: 3769.093750
	Iteration 6F: 3 clusters Score -1.019993e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 82059 members 
Entering Unmasked Estep 
Score: -10206470.000000 Penalty: 3769.093750
	Iteration 7F: 3 clusters Score -1.020647e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 90400 members 
Entering Unmasked Estep 
Score: -10214404.000000 Penalty: 3769.093750
	Iteration 8F: 3 clusters Score -1.02144e+07 nChanged 6957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 97303 members 
Entering Unmasked Estep 
Score: -10221139.000000 Penalty: 3769.093750
	Iteration 9F: 3 clusters Score -1.022114e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 101832 members 
Entering Unmasked Estep 
Score: -10225363.000000 Penalty: 3769.093750
	Iteration 10Q: 3 clusters Score -1.022536e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 104408 members 
Entering Unmasked Estep 
Score: -10227641.000000 Penalty: 3769.093750
	Iteration 11Q: 3 clusters Score -1.022764e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 105746 members 
Entering Unmasked Estep 
Score: -10228771.000000 Penalty: 3769.093750
	Iteration 12Q: 3 clusters Score -1.022877e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 106418 members 
Entering Unmasked Estep 
Score: -10229274.000000 Penalty: 3769.093750
	Iteration 13Q: 3 clusters Score -1.022927e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 106832 members 
Entering Unmasked Estep 
Score: -10229572.000000 Penalty: 3769.093750
	Iteration 14Q: 3 clusters Score -1.022957e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -10229733.000000 Penalty: 3769.093750
	Iteration 15Q: 3 clusters Score -1.022973e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 107246 members 
Entering Unmasked Estep 
Score: -10229791.000000 Penalty: 3769.093750
	Iteration 16Q: 3 clusters Score -1.022979e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 107361 members 
Entering Unmasked Estep 
Score: -10229870.000000 Penalty: 3769.093750
	Iteration 17Q: 3 clusters Score -1.022987e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 107436 members 
Entering Unmasked Estep 
Score: -10229907.000000 Penalty: 3769.093750
	Iteration 18Q: 3 clusters Score -1.022991e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 107480 members 
Entering Unmasked Estep 
Score: -10229935.000000 Penalty: 3769.093750
	Iteration 19Q: 3 clusters Score -1.022994e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 107511 members 
Entering Unmasked Estep 
Score: -10229936.000000 Penalty: 3769.093750
	Iteration 20F: 3 clusters Score -1.022994e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -10229974.000000 Penalty: 3769.093750
	Iteration 21Q: 3 clusters Score -1.022997e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 107578 members 
Entering Unmasked Estep 
Score: -10230013.000000 Penalty: 3769.093750
	Iteration 22Q: 3 clusters Score -1.023001e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -10230056.000000 Penalty: 3769.093750
	Iteration 23Q: 3 clusters Score -1.023006e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 107647 members 
Entering Unmasked Estep 
Score: -10230093.000000 Penalty: 3769.093750
	Iteration 24Q: 3 clusters Score -1.023009e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 107671 members 
Entering Unmasked Estep 
Score: -10230138.000000 Penalty: 3769.093750
	Iteration 25Q: 3 clusters Score -1.023014e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 107710 members 
Entering Unmasked Estep 
Score: -10230210.000000 Penalty: 3769.093750
	Iteration 26Q: 3 clusters Score -1.023021e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -10230233.000000 Penalty: 3769.093750
	Iteration 27Q: 3 clusters Score -1.023023e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 107738 members 
Entering Unmasked Estep 
Score: -10230261.000000 Penalty: 3769.093750
	Iteration 28Q: 3 clusters Score -1.023026e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -10230281.000000 Penalty: 3769.093750
	Iteration 29Q: 3 clusters Score -1.023028e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -10230286.000000 Penalty: 3769.093750
	Iteration 30Q: 3 clusters Score -1.023029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 107747 members 
Entering Unmasked Estep 
Score: -10230294.000000 Penalty: 3769.093750
	Iteration 31Q: 3 clusters Score -1.023029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 107752 members 
Entering Unmasked Estep 
Score: -10230309.000000 Penalty: 3769.093750
	Iteration 32Q: 3 clusters Score -1.023031e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 107757 members 
Entering Unmasked Estep 
Score: -10230310.000000 Penalty: 3769.093750
	Iteration 33Q: 3 clusters Score -1.023031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -10230309.000000 Penalty: 3769.093750
	Iteration 34Q: 3 clusters Score -1.023031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 107762 members 
Entering Unmasked Estep 
Score: -10230314.000000 Penalty: 3769.093750
	Iteration 35Q: 3 clusters Score -1.023031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 107766 members 
Entering Unmasked Estep 
Score: -10230320.000000 Penalty: 3769.093750
	Iteration 36Q: 3 clusters Score -1.023032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -10230313.000000 Penalty: 3769.093750
	Iteration 37Q: 3 clusters Score -1.023031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -10230313.000000 Penalty: 3769.093750
	Iteration 38F: 3 clusters Score -1.023031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Entering Unmasked Estep 
Score: -3999776.500000 Penalty: 1728.342163
	Iteration 0F: 2 clusters Score -3999776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -3971941.250000 Penalty: 3456.684326
	Iteration 0F: 3 clusters Score -3971941 nChanged 19353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -3982640.750000 Penalty: 3456.684326
	Iteration 1F: 3 clusters Score -3982641 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3983166.000000 Penalty: 3456.684326
	Iteration 2Q: 3 clusters Score -3983166 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -3983901.250000 Penalty: 3456.684326
	Iteration 3Q: 3 clusters Score -3983901 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3984990.750000 Penalty: 3456.684326
	Iteration 4F: 3 clusters Score -3984991 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -3986773.250000 Penalty: 3456.684326
	Iteration 5F: 3 clusters Score -3986773 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3989386.000000 Penalty: 3456.684326
	Iteration 6F: 3 clusters Score -3989386 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -3992466.750000 Penalty: 3456.684326
	Iteration 7F: 3 clusters Score -3992467 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3995064.750000 Penalty: 3456.684326
	Iteration 8F: 3 clusters Score -3995065 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3996696.750000 Penalty: 3456.684326
	Iteration 9Q: 3 clusters Score -3996697 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3997507.000000 Penalty: 3456.684326
	Iteration 10Q: 3 clusters Score -3997507 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3997926.500000 Penalty: 3456.684326
	Iteration 11Q: 3 clusters Score -3997926 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3998134.000000 Penalty: 3456.684326
	Iteration 12Q: 3 clusters Score -3998134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3998201.000000 Penalty: 3456.684326
	Iteration 13Q: 3 clusters Score -3998201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3998234.500000 Penalty: 3456.684326
	Iteration 14Q: 3 clusters Score -3998234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3998253.000000 Penalty: 3456.684326
	Iteration 15Q: 3 clusters Score -3998253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3998270.000000 Penalty: 3456.684326
	Iteration 16Q: 3 clusters Score -3998270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -3998276.000000 Penalty: 3456.684326
	Iteration 17Q: 3 clusters Score -3998276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3998286.250000 Penalty: 3456.684326
	Iteration 18Q: 3 clusters Score -3998286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3998289.500000 Penalty: 3456.684326
	Iteration 19Q: 3 clusters Score -3998290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -3998291.750000 Penalty: 3456.684326
	Iteration 20F: 3 clusters Score -3998292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3998298.500000 Penalty: 3456.684326
	Iteration 21Q: 3 clusters Score -3998298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -3998303.500000 Penalty: 3456.684326
	Iteration 22Q: 3 clusters Score -3998304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3998302.250000 Penalty: 3456.684326
	Iteration 23Q: 3 clusters Score -3998302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -3998306.750000 Penalty: 3456.684326
	Iteration 24Q: 3 clusters Score -3998307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -3998310.500000 Penalty: 3456.684326
	Iteration 25Q: 3 clusters Score -3998310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -3998315.250000 Penalty: 3456.684326
	Iteration 26Q: 3 clusters Score -3998315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -3998319.750000 Penalty: 3456.684326
	Iteration 27Q: 3 clusters Score -3998320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3998324.000000 Penalty: 3456.684326
	Iteration 28Q: 3 clusters Score -3998324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3998325.000000 Penalty: 3456.684326
	Iteration 29Q: 3 clusters Score -3998325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3998326.000000 Penalty: 3456.684326
	Iteration 30Q: 3 clusters Score -3998326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -3998326.000000 Penalty: 3456.684326
	Iteration 31F: 3 clusters Score -3998326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -621782.875000 Penalty: 1425.624756
	Iteration 0F: 2 clusters Score -621782.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -616866.000000 Penalty: 2851.249512
	Iteration 0F: 3 clusters Score -616866 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -618279.625000 Penalty: 2851.249512
	Iteration 1F: 3 clusters Score -618279.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -618450.812500 Penalty: 2851.249512
	Iteration 2F: 3 clusters Score -618450.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -618587.187500 Penalty: 2851.249512
	Iteration 3F: 3 clusters Score -618587.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -618718.250000 Penalty: 2851.249512
	Iteration 4Q: 3 clusters Score -618718.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -618814.750000 Penalty: 2851.249512
	Iteration 5Q: 3 clusters Score -618814.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -618888.812500 Penalty: 2851.249512
	Iteration 6Q: 3 clusters Score -618888.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -618954.000000 Penalty: 2851.249512
	Iteration 7Q: 3 clusters Score -618954 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -619018.625000 Penalty: 2851.249512
	Iteration 8Q: 3 clusters Score -619018.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -619086.375000 Penalty: 2851.249512
	Iteration 9Q: 3 clusters Score -619086.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -619166.375000 Penalty: 2851.249512
	Iteration 10Q: 3 clusters Score -619166.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -619256.812500 Penalty: 2851.249512
	Iteration 11Q: 3 clusters Score -619256.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -619361.937500 Penalty: 2851.249512
	Iteration 12Q: 3 clusters Score -619361.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -619486.312500 Penalty: 2851.249512
	Iteration 13Q: 3 clusters Score -619486.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -619630.812500 Penalty: 2851.249512
	Iteration 14Q: 3 clusters Score -619630.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -619785.250000 Penalty: 2851.249512
	Iteration 15Q: 3 clusters Score -619785.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -619922.187500 Penalty: 2851.249512
	Iteration 16Q: 3 clusters Score -619922.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -620064.500000 Penalty: 2851.249512
	Iteration 17Q: 3 clusters Score -620064.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -620177.875000 Penalty: 2851.249512
	Iteration 18Q: 3 clusters Score -620177.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -620267.500000 Penalty: 2851.249512
	Iteration 19Q: 3 clusters Score -620267.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -620332.687500 Penalty: 2851.249512
	Iteration 20F: 3 clusters Score -620332.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -620382.125000 Penalty: 2851.249512
	Iteration 21Q: 3 clusters Score -620382.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -620412.687500 Penalty: 2851.249512
	Iteration 22Q: 3 clusters Score -620412.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -620443.687500 Penalty: 2851.249512
	Iteration 23Q: 3 clusters Score -620443.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -620467.125000 Penalty: 2851.249512
	Iteration 24Q: 3 clusters Score -620467.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -620479.125000 Penalty: 2851.249512
	Iteration 25Q: 3 clusters Score -620479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -620487.312500 Penalty: 2851.249512
	Iteration 26Q: 3 clusters Score -620487.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -620497.000000 Penalty: 2851.249512
	Iteration 27Q: 3 clusters Score -620497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -620502.062500 Penalty: 2851.249512
	Iteration 28Q: 3 clusters Score -620502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -620504.875000 Penalty: 2851.249512
	Iteration 29Q: 3 clusters Score -620504.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -620509.375000 Penalty: 2851.249512
	Iteration 30Q: 3 clusters Score -620509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -620515.562500 Penalty: 2851.249512
	Iteration 31Q: 3 clusters Score -620515.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -620526.937500 Penalty: 2851.249512
	Iteration 32Q: 3 clusters Score -620526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -620529.500000 Penalty: 2851.249512
	Iteration 33Q: 3 clusters Score -620529.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -620535.375000 Penalty: 2851.249512
	Iteration 34Q: 3 clusters Score -620535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -620537.000000 Penalty: 2851.249512
	Iteration 35Q: 3 clusters Score -620537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -620541.250000 Penalty: 2851.249512
	Iteration 36Q: 3 clusters Score -620541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -620543.312500 Penalty: 2851.249512
	Iteration 37Q: 3 clusters Score -620543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -620546.437500 Penalty: 2851.249512
	Iteration 38Q: 3 clusters Score -620546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -620548.625000 Penalty: 2851.249512
	Iteration 39Q: 3 clusters Score -620548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -620548.625000 Penalty: 2851.249512
	Iteration 40F: 3 clusters Score -620548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Entering Unmasked Estep 
Score: -849331.375000 Penalty: 1475.888916
	Iteration 0F: 2 clusters Score -849331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -842909.375000 Penalty: 2951.777832
	Iteration 0F: 3 clusters Score -842909.4 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -844962.187500 Penalty: 2951.777832
	Iteration 1F: 3 clusters Score -844962.2 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -845257.375000 Penalty: 2951.777832
	Iteration 2F: 3 clusters Score -845257.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -845491.625000 Penalty: 2951.777832
	Iteration 3F: 3 clusters Score -845491.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -845735.875000 Penalty: 2951.777832
	Iteration 4F: 3 clusters Score -845735.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -845944.937500 Penalty: 2951.777832
	Iteration 5Q: 3 clusters Score -845944.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -846148.750000 Penalty: 2951.777832
	Iteration 6Q: 3 clusters Score -846148.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -846347.062500 Penalty: 2951.777832
	Iteration 7Q: 3 clusters Score -846347.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -846533.812500 Penalty: 2951.777832
	Iteration 8Q: 3 clusters Score -846533.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -846705.750000 Penalty: 2951.777832
	Iteration 9Q: 3 clusters Score -846705.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -846835.250000 Penalty: 2951.777832
	Iteration 10Q: 3 clusters Score -846835.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -846930.250000 Penalty: 2951.777832
	Iteration 11Q: 3 clusters Score -846930.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -846988.562500 Penalty: 2951.777832
	Iteration 12Q: 3 clusters Score -846988.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -847018.062500 Penalty: 2951.777832
	Iteration 13Q: 3 clusters Score -847018.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -847042.312500 Penalty: 2951.777832
	Iteration 14Q: 3 clusters Score -847042.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -847057.937500 Penalty: 2951.777832
	Iteration 15Q: 3 clusters Score -847057.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -847073.062500 Penalty: 2951.777832
	Iteration 16Q: 3 clusters Score -847073.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -847085.937500 Penalty: 2951.777832
	Iteration 17Q: 3 clusters Score -847085.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -847098.875000 Penalty: 2951.777832
	Iteration 18Q: 3 clusters Score -847098.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -847113.375000 Penalty: 2951.777832
	Iteration 19Q: 3 clusters Score -847113.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -847126.312500 Penalty: 2951.777832
	Iteration 20F: 3 clusters Score -847126.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -847135.562500 Penalty: 2951.777832
	Iteration 21Q: 3 clusters Score -847135.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -847148.687500 Penalty: 2951.777832
	Iteration 22Q: 3 clusters Score -847148.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -847155.250000 Penalty: 2951.777832
	Iteration 23Q: 3 clusters Score -847155.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -847163.375000 Penalty: 2951.777832
	Iteration 24Q: 3 clusters Score -847163.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -847171.250000 Penalty: 2951.777832
	Iteration 25Q: 3 clusters Score -847171.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -847178.937500 Penalty: 2951.777832
	Iteration 26Q: 3 clusters Score -847178.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -847182.750000 Penalty: 2951.777832
	Iteration 27Q: 3 clusters Score -847182.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -847184.187500 Penalty: 2951.777832
	Iteration 28Q: 3 clusters Score -847184.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -847188.562500 Penalty: 2951.777832
	Iteration 29Q: 3 clusters Score -847188.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -847192.062500 Penalty: 2951.777832
	Iteration 30Q: 3 clusters Score -847192.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -847194.562500 Penalty: 2951.777832
	Iteration 31Q: 3 clusters Score -847194.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -847198.000000 Penalty: 2951.777832
	Iteration 32Q: 3 clusters Score -847198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -847202.750000 Penalty: 2951.777832
	Iteration 33Q: 3 clusters Score -847202.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -847206.937500 Penalty: 2951.777832
	Iteration 34Q: 3 clusters Score -847206.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -847210.187500 Penalty: 2951.777832
	Iteration 35Q: 3 clusters Score -847210.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -847210.937500 Penalty: 2951.777832
	Iteration 36Q: 3 clusters Score -847210.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -847216.125000 Penalty: 2951.777832
	Iteration 37Q: 3 clusters Score -847216.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -847219.687500 Penalty: 2951.777832
	Iteration 38Q: 3 clusters Score -847219.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -847223.125000 Penalty: 2951.777832
	Iteration 39Q: 3 clusters Score -847223.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -847228.625000 Penalty: 2951.777832
	Iteration 40F: 3 clusters Score -847228.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -847232.250000 Penalty: 2951.777832
	Iteration 41Q: 3 clusters Score -847232.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -847234.250000 Penalty: 2951.777832
	Iteration 42Q: 3 clusters Score -847234.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -847239.000000 Penalty: 2951.777832
	Iteration 43Q: 3 clusters Score -847239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -847241.312500 Penalty: 2951.777832
	Iteration 44Q: 3 clusters Score -847241.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -847244.500000 Penalty: 2951.777832
	Iteration 45Q: 3 clusters Score -847244.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -847248.375000 Penalty: 2951.777832
	Iteration 46Q: 3 clusters Score -847248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -847248.312500 Penalty: 2951.777832
	Iteration 47Q: 3 clusters Score -847248.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -847253.312500 Penalty: 2951.777832
	Iteration 48Q: 3 clusters Score -847253.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -847253.062500 Penalty: 2951.777832
	Iteration 49Q: 3 clusters Score -847253.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -847256.125000 Penalty: 2951.777832
	Iteration 50Q: 3 clusters Score -847256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -847254.625000 Penalty: 2951.777832
	Iteration 51Q: 3 clusters Score -847254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -847256.125000 Penalty: 2951.777832
	Iteration 52Q: 3 clusters Score -847256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -847260.625000 Penalty: 2951.777832
	Iteration 53Q: 3 clusters Score -847260.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -847257.875000 Penalty: 2951.777832
	Iteration 54Q: 3 clusters Score -847257.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -847259.937500 Penalty: 2951.777832
	Iteration 55Q: 3 clusters Score -847259.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -847264.000000 Penalty: 2951.777832
	Iteration 56Q: 3 clusters Score -847264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -847270.000000 Penalty: 2951.777832
	Iteration 57Q: 3 clusters Score -847270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -847269.375000 Penalty: 2951.777832
	Iteration 58Q: 3 clusters Score -847269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -847273.062500 Penalty: 2951.777832
	Iteration 59Q: 3 clusters Score -847273.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -847275.125000 Penalty: 2951.777832
	Iteration 60F: 3 clusters Score -847275.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -847277.187500 Penalty: 2951.777832
	Iteration 61Q: 3 clusters Score -847277.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -847279.625000 Penalty: 2951.777832
	Iteration 62Q: 3 clusters Score -847279.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -847284.125000 Penalty: 2951.777832
	Iteration 63Q: 3 clusters Score -847284.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -847288.812500 Penalty: 2951.777832
	Iteration 64Q: 3 clusters Score -847288.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -847290.437500 Penalty: 2951.777832
	Iteration 65Q: 3 clusters Score -847290.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -847295.625000 Penalty: 2951.777832
	Iteration 66Q: 3 clusters Score -847295.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -847299.000000 Penalty: 2951.777832
	Iteration 67Q: 3 clusters Score -847299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -847299.562500 Penalty: 2951.777832
	Iteration 68Q: 3 clusters Score -847299.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -847304.687500 Penalty: 2951.777832
	Iteration 69Q: 3 clusters Score -847304.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -847304.750000 Penalty: 2951.777832
	Iteration 70Q: 3 clusters Score -847304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -847305.437500 Penalty: 2951.777832
	Iteration 71Q: 3 clusters Score -847305.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -847305.562500 Penalty: 2951.777832
	Iteration 72Q: 3 clusters Score -847305.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -847307.000000 Penalty: 2951.777832
	Iteration 73Q: 3 clusters Score -847307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -847306.875000 Penalty: 2951.777832
	Iteration 74Q: 3 clusters Score -847306.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -847306.562500 Penalty: 2951.777832
	Iteration 75Q: 3 clusters Score -847306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -847306.562500 Penalty: 2951.777832
	Iteration 76F: 3 clusters Score -847306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Entering Unmasked Estep 
Score: -3923161.000000 Penalty: 1724.160278
	Iteration 0F: 2 clusters Score -3923161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3895953.750000 Penalty: 3448.320557
	Iteration 0F: 3 clusters Score -3895954 nChanged 18811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -3906452.750000 Penalty: 3448.320557
	Iteration 1F: 3 clusters Score -3906453 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3907063.250000 Penalty: 3448.320557
	Iteration 2Q: 3 clusters Score -3907063 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3907972.750000 Penalty: 3448.320557
	Iteration 3Q: 3 clusters Score -3907973 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3909508.250000 Penalty: 3448.320557
	Iteration 4F: 3 clusters Score -3909508 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -3911819.000000 Penalty: 3448.320557
	Iteration 5F: 3 clusters Score -3911819 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -3914819.500000 Penalty: 3448.320557
	Iteration 6F: 3 clusters Score -3914820 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3917839.000000 Penalty: 3448.320557
	Iteration 7F: 3 clusters Score -3917839 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3919933.750000 Penalty: 3448.320557
	Iteration 8F: 3 clusters Score -3919934 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3920955.500000 Penalty: 3448.320557
	Iteration 9Q: 3 clusters Score -3920956 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3921446.500000 Penalty: 3448.320557
	Iteration 10Q: 3 clusters Score -3921446 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3921656.750000 Penalty: 3448.320557
	Iteration 11Q: 3 clusters Score -3921657 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3921742.000000 Penalty: 3448.320557
	Iteration 12Q: 3 clusters Score -3921742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3921789.000000 Penalty: 3448.320557
	Iteration 13Q: 3 clusters Score -3921789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3921822.250000 Penalty: 3448.320557
	Iteration 14Q: 3 clusters Score -3921822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3921844.500000 Penalty: 3448.320557
	Iteration 15Q: 3 clusters Score -3921844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3921857.250000 Penalty: 3448.320557
	Iteration 16Q: 3 clusters Score -3921857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3921862.250000 Penalty: 3448.320557
	Iteration 17Q: 3 clusters Score -3921862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3921872.250000 Penalty: 3448.320557
	Iteration 18Q: 3 clusters Score -3921872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3921876.750000 Penalty: 3448.320557
	Iteration 19Q: 3 clusters Score -3921877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3921874.000000 Penalty: 3448.320557
	Iteration 20F: 3 clusters Score -3921874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3921880.750000 Penalty: 3448.320557
	Iteration 21Q: 3 clusters Score -3921881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3921879.750000 Penalty: 3448.320557
	Iteration 22Q: 3 clusters Score -3921880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3921888.750000 Penalty: 3448.320557
	Iteration 23Q: 3 clusters Score -3921889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3921901.500000 Penalty: 3448.320557
	Iteration 24Q: 3 clusters Score -3921902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3921900.750000 Penalty: 3448.320557
	Iteration 25Q: 3 clusters Score -3921901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3921915.000000 Penalty: 3448.320557
	Iteration 26Q: 3 clusters Score -3921915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3921922.750000 Penalty: 3448.320557
	Iteration 27Q: 3 clusters Score -3921923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3921927.250000 Penalty: 3448.320557
	Iteration 28Q: 3 clusters Score -3921927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3921927.250000 Penalty: 3448.320557
	Iteration 29Q: 3 clusters Score -3921927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3921930.750000 Penalty: 3448.320557
	Iteration 30Q: 3 clusters Score -3921931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3921929.000000 Penalty: 3448.320557
	Iteration 31Q: 3 clusters Score -3921929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3921931.250000 Penalty: 3448.320557
	Iteration 32Q: 3 clusters Score -3921931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3921930.750000 Penalty: 3448.320557
	Iteration 33Q: 3 clusters Score -3921931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -3921931.750000 Penalty: 3448.320557
	Iteration 34Q: 3 clusters Score -3921932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3921932.250000 Penalty: 3448.320557
	Iteration 35Q: 3 clusters Score -3921932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3921929.250000 Penalty: 3448.320557
	Iteration 36Q: 3 clusters Score -3921929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3921929.250000 Penalty: 3448.320557
	Iteration 37F: 3 clusters Score -3921929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Entering Unmasked Estep 
Score: -584974.125000 Penalty: 1425.171143
	Iteration 0F: 2 clusters Score -584974.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -580130.062500 Penalty: 2850.342285
	Iteration 0F: 3 clusters Score -580130.1 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -581564.687500 Penalty: 2850.342285
	Iteration 1F: 3 clusters Score -581564.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -581759.375000 Penalty: 2850.342285
	Iteration 2F: 3 clusters Score -581759.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -581878.625000 Penalty: 2850.342285
	Iteration 3Q: 3 clusters Score -581878.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -581963.187500 Penalty: 2850.342285
	Iteration 4Q: 3 clusters Score -581963.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -582027.625000 Penalty: 2850.342285
	Iteration 5Q: 3 clusters Score -582027.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -582087.687500 Penalty: 2850.342285
	Iteration 6Q: 3 clusters Score -582087.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -582156.437500 Penalty: 2850.342285
	Iteration 7Q: 3 clusters Score -582156.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -582208.250000 Penalty: 2850.342285
	Iteration 8Q: 3 clusters Score -582208.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -582267.062500 Penalty: 2850.342285
	Iteration 9Q: 3 clusters Score -582267.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -582343.625000 Penalty: 2850.342285
	Iteration 10Q: 3 clusters Score -582343.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -582427.000000 Penalty: 2850.342285
	Iteration 11Q: 3 clusters Score -582427 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -582522.562500 Penalty: 2850.342285
	Iteration 12Q: 3 clusters Score -582522.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -582619.125000 Penalty: 2850.342285
	Iteration 13Q: 3 clusters Score -582619.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -582723.500000 Penalty: 2850.342285
	Iteration 14Q: 3 clusters Score -582723.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -582817.000000 Penalty: 2850.342285
	Iteration 15Q: 3 clusters Score -582817 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -582904.062500 Penalty: 2850.342285
	Iteration 16Q: 3 clusters Score -582904.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -582980.625000 Penalty: 2850.342285
	Iteration 17Q: 3 clusters Score -582980.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -583040.062500 Penalty: 2850.342285
	Iteration 18Q: 3 clusters Score -583040.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -583084.812500 Penalty: 2850.342285
	Iteration 19Q: 3 clusters Score -583084.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -583121.375000 Penalty: 2850.342285
	Iteration 20F: 3 clusters Score -583121.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -583160.875000 Penalty: 2850.342285
	Iteration 21Q: 3 clusters Score -583160.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -583193.812500 Penalty: 2850.342285
	Iteration 22Q: 3 clusters Score -583193.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -583232.625000 Penalty: 2850.342285
	Iteration 23Q: 3 clusters Score -583232.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -583282.375000 Penalty: 2850.342285
	Iteration 24Q: 3 clusters Score -583282.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -583371.312500 Penalty: 2850.342285
	Iteration 25Q: 3 clusters Score -583371.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -583505.125000 Penalty: 2850.342285
	Iteration 26Q: 3 clusters Score -583505.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -583730.312500 Penalty: 2850.342285
	Iteration 27Q: 3 clusters Score -583730.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -584015.937500 Penalty: 2850.342285
	Iteration 28Q: 3 clusters Score -584015.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -584295.000000 Penalty: 2850.342285
	Iteration 29Q: 3 clusters Score -584295 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -584489.250000 Penalty: 2850.342285
	Iteration 30Q: 3 clusters Score -584489.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -584588.750000 Penalty: 2850.342285
	Iteration 31Q: 3 clusters Score -584588.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -584630.062500 Penalty: 2850.342285
	Iteration 32Q: 3 clusters Score -584630.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -584656.250000 Penalty: 2850.342285
	Iteration 33Q: 3 clusters Score -584656.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -584687.062500 Penalty: 2850.342285
	Iteration 34Q: 3 clusters Score -584687.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -584722.750000 Penalty: 2850.342285
	Iteration 35Q: 3 clusters Score -584722.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -584755.875000 Penalty: 2850.342285
	Iteration 36Q: 3 clusters Score -584755.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -584766.875000 Penalty: 2850.342285
	Iteration 37Q: 3 clusters Score -584766.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -584772.500000 Penalty: 2850.342285
	Iteration 38Q: 3 clusters Score -584772.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -584776.125000 Penalty: 2850.342285
	Iteration 39Q: 3 clusters Score -584776.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -584777.062500 Penalty: 2850.342285
	Iteration 40F: 3 clusters Score -584777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -584778.312500 Penalty: 2850.342285
	Iteration 41Q: 3 clusters Score -584778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -584777.687500 Penalty: 2850.342285
	Iteration 42Q: 3 clusters Score -584777.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -584778.687500 Penalty: 2850.342285
	Iteration 43Q: 3 clusters Score -584778.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -584778.687500 Penalty: 2850.342285
	Iteration 44F: 3 clusters Score -584778.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Entering Unmasked Estep 
Score: -435830.062500 Penalty: 1383.718506
	Iteration 0F: 2 clusters Score -435830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -431879.250000 Penalty: 2767.437012
	Iteration 0F: 3 clusters Score -431879.2 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -433075.812500 Penalty: 2767.437012
	Iteration 1F: 3 clusters Score -433075.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -433367.968750 Penalty: 2767.437012
	Iteration 2F: 3 clusters Score -433368 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -433702.843750 Penalty: 2767.437012
	Iteration 3F: 3 clusters Score -433702.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -434132.312500 Penalty: 2767.437012
	Iteration 4F: 3 clusters Score -434132.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -434569.656250 Penalty: 2767.437012
	Iteration 5F: 3 clusters Score -434569.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -434956.562500 Penalty: 2767.437012
	Iteration 6F: 3 clusters Score -434956.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -435258.906250 Penalty: 2767.437012
	Iteration 7F: 3 clusters Score -435258.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -435467.375000 Penalty: 2767.437012
	Iteration 8Q: 3 clusters Score -435467.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -435593.500000 Penalty: 2767.437012
	Iteration 9Q: 3 clusters Score -435593.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -435654.937500 Penalty: 2767.437012
	Iteration 10Q: 3 clusters Score -435654.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -435680.062500 Penalty: 2767.437012
	Iteration 11Q: 3 clusters Score -435680.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -435690.125000 Penalty: 2767.437012
	Iteration 12Q: 3 clusters Score -435690.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -435696.750000 Penalty: 2767.437012
	Iteration 13Q: 3 clusters Score -435696.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -435703.656250 Penalty: 2767.437012
	Iteration 14Q: 3 clusters Score -435703.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -435706.031250 Penalty: 2767.437012
	Iteration 15Q: 3 clusters Score -435706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -435708.500000 Penalty: 2767.437012
	Iteration 16Q: 3 clusters Score -435708.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -435710.281250 Penalty: 2767.437012
	Iteration 17Q: 3 clusters Score -435710.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -435711.343750 Penalty: 2767.437012
	Iteration 18Q: 3 clusters Score -435711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -435712.187500 Penalty: 2767.437012
	Iteration 19Q: 3 clusters Score -435712.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -435712.187500 Penalty: 2767.437012
	Iteration 20F: 3 clusters Score -435712.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -136727.171875 Penalty: 1198.479004
	Iteration 0F: 2 clusters Score -136727.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -134945.703125 Penalty: 2396.958008
	Iteration 0F: 3 clusters Score -134945.7 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -135423.015625 Penalty: 2396.958008
	Iteration 1F: 3 clusters Score -135423 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -135601.953125 Penalty: 2396.958008
	Iteration 2F: 3 clusters Score -135602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -135694.109375 Penalty: 2396.958008
	Iteration 3F: 3 clusters Score -135694.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -135765.187500 Penalty: 2396.958008
	Iteration 4Q: 3 clusters Score -135765.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -135815.875000 Penalty: 2396.958008
	Iteration 5Q: 3 clusters Score -135815.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -135879.750000 Penalty: 2396.958008
	Iteration 6Q: 3 clusters Score -135879.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -135933.625000 Penalty: 2396.958008
	Iteration 7Q: 3 clusters Score -135933.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -135980.437500 Penalty: 2396.958008
	Iteration 8Q: 3 clusters Score -135980.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -136014.812500 Penalty: 2396.958008
	Iteration 9Q: 3 clusters Score -136014.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -136050.906250 Penalty: 2396.958008
	Iteration 10Q: 3 clusters Score -136050.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -136076.906250 Penalty: 2396.958008
	Iteration 11Q: 3 clusters Score -136076.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -136097.531250 Penalty: 2396.958008
	Iteration 12Q: 3 clusters Score -136097.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -136112.000000 Penalty: 2396.958008
	Iteration 13Q: 3 clusters Score -136112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -136118.750000 Penalty: 2396.958008
	Iteration 14Q: 3 clusters Score -136118.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -136124.328125 Penalty: 2396.958008
	Iteration 15Q: 3 clusters Score -136124.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -136131.875000 Penalty: 2396.958008
	Iteration 16Q: 3 clusters Score -136131.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -136135.015625 Penalty: 2396.958008
	Iteration 17Q: 3 clusters Score -136135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -136138.203125 Penalty: 2396.958008
	Iteration 18Q: 3 clusters Score -136138.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -136141.656250 Penalty: 2396.958008
	Iteration 19Q: 3 clusters Score -136141.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -136143.781250 Penalty: 2396.958008
	Iteration 20F: 3 clusters Score -136143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -136145.359375 Penalty: 2396.958008
	Iteration 21Q: 3 clusters Score -136145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -136149.687500 Penalty: 2396.958008
	Iteration 22Q: 3 clusters Score -136149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -136151.484375 Penalty: 2396.958008
	Iteration 23Q: 3 clusters Score -136151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -136152.500000 Penalty: 2396.958008
	Iteration 24Q: 3 clusters Score -136152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -136153.515625 Penalty: 2396.958008
	Iteration 25Q: 3 clusters Score -136153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -136154.171875 Penalty: 2396.958008
	Iteration 26Q: 3 clusters Score -136154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -136156.015625 Penalty: 2396.958008
	Iteration 27Q: 3 clusters Score -136156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -136157.093750 Penalty: 2396.958008
	Iteration 28Q: 3 clusters Score -136157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -136157.828125 Penalty: 2396.958008
	Iteration 29Q: 3 clusters Score -136157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -136159.359375 Penalty: 2396.958008
	Iteration 30Q: 3 clusters Score -136159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -136160.671875 Penalty: 2396.958008
	Iteration 31Q: 3 clusters Score -136160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -136163.437500 Penalty: 2396.958008
	Iteration 32Q: 3 clusters Score -136163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -136164.640625 Penalty: 2396.958008
	Iteration 33Q: 3 clusters Score -136164.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -136165.062500 Penalty: 2396.958008
	Iteration 34Q: 3 clusters Score -136165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -136165.062500 Penalty: 2396.958008
	Iteration 35F: 3 clusters Score -136165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -107217.179688 Penalty: 1158.380615
	Iteration 0F: 2 clusters Score -107217.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -105690.765625 Penalty: 2316.761230
	Iteration 0F: 3 clusters Score -105690.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -106201.500000 Penalty: 2316.761230
	Iteration 1F: 3 clusters Score -106201.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -106440.093750 Penalty: 2316.761230
	Iteration 2F: 3 clusters Score -106440.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -106577.796875 Penalty: 2316.761230
	Iteration 3F: 3 clusters Score -106577.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -106699.789062 Penalty: 2316.761230
	Iteration 4F: 3 clusters Score -106699.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -106856.375000 Penalty: 2316.761230
	Iteration 5Q: 3 clusters Score -106856.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -106988.398438 Penalty: 2316.761230
	Iteration 6Q: 3 clusters Score -106988.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -107070.906250 Penalty: 2316.761230
	Iteration 7Q: 3 clusters Score -107070.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -107101.335938 Penalty: 2316.761230
	Iteration 8Q: 3 clusters Score -107101.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -107133.843750 Penalty: 2316.761230
	Iteration 9Q: 3 clusters Score -107133.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107168.968750 Penalty: 2316.761230
	Iteration 10Q: 3 clusters Score -107169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -107202.039062 Penalty: 2316.761230
	Iteration 11Q: 3 clusters Score -107202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -107224.546875 Penalty: 2316.761230
	Iteration 12Q: 3 clusters Score -107224.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -107238.281250 Penalty: 2316.761230
	Iteration 13Q: 3 clusters Score -107238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -107245.000000 Penalty: 2316.761230
	Iteration 14Q: 3 clusters Score -107245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107248.171875 Penalty: 2316.761230
	Iteration 15Q: 3 clusters Score -107248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -107251.109375 Penalty: 2316.761230
	Iteration 16Q: 3 clusters Score -107251.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -107252.812500 Penalty: 2316.761230
	Iteration 17Q: 3 clusters Score -107252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107254.351562 Penalty: 2316.761230
	Iteration 18Q: 3 clusters Score -107254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -107254.351562 Penalty: 2316.761230
	Iteration 19F: 3 clusters Score -107254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41604 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 684 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 150468 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 4604 members 
Mstep: Class 23 contains 563 members 
Entering Unmasked Estep 
Score: -52388992.000000 Penalty: 49519.097656
Splitting cluster 12 changes total score from -52389972.000000 to -52388992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -351976.062500 Penalty: 1338.633301
	Iteration 0F: 2 clusters Score -351976.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -348734.812500 Penalty: 2677.266602
	Iteration 0F: 3 clusters Score -348734.8 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -349635.156250 Penalty: 2677.266602
	Iteration 1F: 3 clusters Score -349635.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -349874.625000 Penalty: 2677.266602
	Iteration 2F: 3 clusters Score -349874.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -350037.937500 Penalty: 2677.266602
	Iteration 3F: 3 clusters Score -350037.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -350178.281250 Penalty: 2677.266602
	Iteration 4Q: 3 clusters Score -350178.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -350302.375000 Penalty: 2677.266602
	Iteration 5Q: 3 clusters Score -350302.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -350434.906250 Penalty: 2677.266602
	Iteration 6Q: 3 clusters Score -350434.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -350605.281250 Penalty: 2677.266602
	Iteration 7Q: 3 clusters Score -350605.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -350806.531250 Penalty: 2677.266602
	Iteration 8Q: 3 clusters Score -350806.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -350967.281250 Penalty: 2677.266602
	Iteration 9Q: 3 clusters Score -350967.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -351101.625000 Penalty: 2677.266602
	Iteration 10Q: 3 clusters Score -351101.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -351196.562500 Penalty: 2677.266602
	Iteration 11Q: 3 clusters Score -351196.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -351247.062500 Penalty: 2677.266602
	Iteration 12Q: 3 clusters Score -351247.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -351270.562500 Penalty: 2677.266602
	Iteration 13Q: 3 clusters Score -351270.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -351282.156250 Penalty: 2677.266602
	Iteration 14Q: 3 clusters Score -351282.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -351287.937500 Penalty: 2677.266602
	Iteration 15Q: 3 clusters Score -351287.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -351291.468750 Penalty: 2677.266602
	Iteration 16Q: 3 clusters Score -351291.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -351293.406250 Penalty: 2677.266602
	Iteration 17Q: 3 clusters Score -351293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -351294.500000 Penalty: 2677.266602
	Iteration 18Q: 3 clusters Score -351294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -351294.812500 Penalty: 2677.266602
	Iteration 19Q: 3 clusters Score -351294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -351296.125000 Penalty: 2677.266602
	Iteration 20F: 3 clusters Score -351296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -351297.937500 Penalty: 2677.266602
	Iteration 21Q: 3 clusters Score -351297.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -351299.531250 Penalty: 2677.266602
	Iteration 22Q: 3 clusters Score -351299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -351300.062500 Penalty: 2677.266602
	Iteration 23Q: 3 clusters Score -351300.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -351300.093750 Penalty: 2677.266602
	Iteration 24Q: 3 clusters Score -351300.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -351300.093750 Penalty: 2677.266602
	Iteration 25F: 3 clusters Score -351300.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Entering Unmasked Estep 
Score: -2211132.500000 Penalty: 1631.483154
	Iteration 0F: 2 clusters Score -2211132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2195791.000000 Penalty: 3262.966309
	Iteration 0F: 3 clusters Score -2195791 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2201354.500000 Penalty: 3262.966309
	Iteration 1F: 3 clusters Score -2201354 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2201827.750000 Penalty: 3262.966309
	Iteration 2F: 3 clusters Score -2201828 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2202393.750000 Penalty: 3262.966309
	Iteration 3F: 3 clusters Score -2202394 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2203033.250000 Penalty: 3262.966309
	Iteration 4F: 3 clusters Score -2203033 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2203689.750000 Penalty: 3262.966309
	Iteration 5F: 3 clusters Score -2203690 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2204292.750000 Penalty: 3262.966309
	Iteration 6F: 3 clusters Score -2204293 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2204842.500000 Penalty: 3262.966309
	Iteration 7Q: 3 clusters Score -2204842 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2205297.500000 Penalty: 3262.966309
	Iteration 8Q: 3 clusters Score -2205298 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2205656.250000 Penalty: 3262.966309
	Iteration 9Q: 3 clusters Score -2205656 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2206011.000000 Penalty: 3262.966309
	Iteration 10Q: 3 clusters Score -2206011 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2206336.000000 Penalty: 3262.966309
	Iteration 11Q: 3 clusters Score -2206336 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2206689.750000 Penalty: 3262.966309
	Iteration 12Q: 3 clusters Score -2206690 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2207138.500000 Penalty: 3262.966309
	Iteration 13Q: 3 clusters Score -2207138 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2207642.750000 Penalty: 3262.966309
	Iteration 14Q: 3 clusters Score -2207643 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2208176.500000 Penalty: 3262.966309
	Iteration 15Q: 3 clusters Score -2208176 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2208715.000000 Penalty: 3262.966309
	Iteration 16Q: 3 clusters Score -2208715 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2209161.250000 Penalty: 3262.966309
	Iteration 17Q: 3 clusters Score -2209161 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2209474.000000 Penalty: 3262.966309
	Iteration 18Q: 3 clusters Score -2209474 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2209672.500000 Penalty: 3262.966309
	Iteration 19Q: 3 clusters Score -2209672 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2209778.500000 Penalty: 3262.966309
	Iteration 20F: 3 clusters Score -2209778 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2209845.500000 Penalty: 3262.966309
	Iteration 21Q: 3 clusters Score -2209846 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2209896.500000 Penalty: 3262.966309
	Iteration 22Q: 3 clusters Score -2209896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2209915.750000 Penalty: 3262.966309
	Iteration 23Q: 3 clusters Score -2209916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2209929.250000 Penalty: 3262.966309
	Iteration 24Q: 3 clusters Score -2209929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2209941.250000 Penalty: 3262.966309
	Iteration 25Q: 3 clusters Score -2209941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2209952.500000 Penalty: 3262.966309
	Iteration 26Q: 3 clusters Score -2209952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2209963.750000 Penalty: 3262.966309
	Iteration 27Q: 3 clusters Score -2209964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2209969.500000 Penalty: 3262.966309
	Iteration 28Q: 3 clusters Score -2209970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2209975.000000 Penalty: 3262.966309
	Iteration 29Q: 3 clusters Score -2209975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2209978.750000 Penalty: 3262.966309
	Iteration 30Q: 3 clusters Score -2209979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2209980.000000 Penalty: 3262.966309
	Iteration 31Q: 3 clusters Score -2209980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2209982.000000 Penalty: 3262.966309
	Iteration 32Q: 3 clusters Score -2209982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2209983.750000 Penalty: 3262.966309
	Iteration 33Q: 3 clusters Score -2209984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2209984.500000 Penalty: 3262.966309
	Iteration 34Q: 3 clusters Score -2209984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2209986.000000 Penalty: 3262.966309
	Iteration 35Q: 3 clusters Score -2209986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2209990.250000 Penalty: 3262.966309
	Iteration 36Q: 3 clusters Score -2209990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2209994.250000 Penalty: 3262.966309
	Iteration 37Q: 3 clusters Score -2209994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2209998.000000 Penalty: 3262.966309
	Iteration 38Q: 3 clusters Score -2209998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2209998.000000 Penalty: 3262.966309
	Iteration 39F: 3 clusters Score -2209998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Entering Unmasked Estep 
Score: -407223.656250 Penalty: 1375.982178
	Iteration 0F: 2 clusters Score -407223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -403405.687500 Penalty: 2751.964355
	Iteration 0F: 3 clusters Score -403405.7 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -404535.531250 Penalty: 2751.964355
	Iteration 1F: 3 clusters Score -404535.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -404759.375000 Penalty: 2751.964355
	Iteration 2F: 3 clusters Score -404759.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -404951.375000 Penalty: 2751.964355
	Iteration 3F: 3 clusters Score -404951.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -405124.281250 Penalty: 2751.964355
	Iteration 4F: 3 clusters Score -405124.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -405270.875000 Penalty: 2751.964355
	Iteration 5Q: 3 clusters Score -405270.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -405377.312500 Penalty: 2751.964355
	Iteration 6Q: 3 clusters Score -405377.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -405461.937500 Penalty: 2751.964355
	Iteration 7Q: 3 clusters Score -405461.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -405538.187500 Penalty: 2751.964355
	Iteration 8Q: 3 clusters Score -405538.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -405611.281250 Penalty: 2751.964355
	Iteration 9Q: 3 clusters Score -405611.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -405680.375000 Penalty: 2751.964355
	Iteration 10Q: 3 clusters Score -405680.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -405739.718750 Penalty: 2751.964355
	Iteration 11Q: 3 clusters Score -405739.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -405791.093750 Penalty: 2751.964355
	Iteration 12Q: 3 clusters Score -405791.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -405844.031250 Penalty: 2751.964355
	Iteration 13Q: 3 clusters Score -405844 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -405885.250000 Penalty: 2751.964355
	Iteration 14Q: 3 clusters Score -405885.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -405918.156250 Penalty: 2751.964355
	Iteration 15Q: 3 clusters Score -405918.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -405964.687500 Penalty: 2751.964355
	Iteration 16Q: 3 clusters Score -405964.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -406023.468750 Penalty: 2751.964355
	Iteration 17Q: 3 clusters Score -406023.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -406096.750000 Penalty: 2751.964355
	Iteration 18Q: 3 clusters Score -406096.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -406185.406250 Penalty: 2751.964355
	Iteration 19Q: 3 clusters Score -406185.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -406255.750000 Penalty: 2751.964355
	Iteration 20F: 3 clusters Score -406255.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -406315.437500 Penalty: 2751.964355
	Iteration 21Q: 3 clusters Score -406315.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -406369.062500 Penalty: 2751.964355
	Iteration 22Q: 3 clusters Score -406369.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -406404.250000 Penalty: 2751.964355
	Iteration 23Q: 3 clusters Score -406404.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -406434.187500 Penalty: 2751.964355
	Iteration 24Q: 3 clusters Score -406434.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -406457.562500 Penalty: 2751.964355
	Iteration 25Q: 3 clusters Score -406457.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -406477.812500 Penalty: 2751.964355
	Iteration 26Q: 3 clusters Score -406477.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -406493.843750 Penalty: 2751.964355
	Iteration 27Q: 3 clusters Score -406493.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -406514.375000 Penalty: 2751.964355
	Iteration 28Q: 3 clusters Score -406514.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -406535.406250 Penalty: 2751.964355
	Iteration 29Q: 3 clusters Score -406535.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -406567.437500 Penalty: 2751.964355
	Iteration 30Q: 3 clusters Score -406567.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -406598.312500 Penalty: 2751.964355
	Iteration 31Q: 3 clusters Score -406598.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -406625.375000 Penalty: 2751.964355
	Iteration 32Q: 3 clusters Score -406625.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -406642.812500 Penalty: 2751.964355
	Iteration 33Q: 3 clusters Score -406642.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -406659.812500 Penalty: 2751.964355
	Iteration 34Q: 3 clusters Score -406659.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -406678.281250 Penalty: 2751.964355
	Iteration 35Q: 3 clusters Score -406678.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -406695.500000 Penalty: 2751.964355
	Iteration 36Q: 3 clusters Score -406695.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -406710.625000 Penalty: 2751.964355
	Iteration 37Q: 3 clusters Score -406710.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -406723.062500 Penalty: 2751.964355
	Iteration 38Q: 3 clusters Score -406723.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -406731.625000 Penalty: 2751.964355
	Iteration 39Q: 3 clusters Score -406731.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -406738.531250 Penalty: 2751.964355
	Iteration 40F: 3 clusters Score -406738.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -406744.812500 Penalty: 2751.964355
	Iteration 41Q: 3 clusters Score -406744.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -406750.625000 Penalty: 2751.964355
	Iteration 42Q: 3 clusters Score -406750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -406755.843750 Penalty: 2751.964355
	Iteration 43Q: 3 clusters Score -406755.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -406760.250000 Penalty: 2751.964355
	Iteration 44Q: 3 clusters Score -406760.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -406762.750000 Penalty: 2751.964355
	Iteration 45Q: 3 clusters Score -406762.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -406764.656250 Penalty: 2751.964355
	Iteration 46Q: 3 clusters Score -406764.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -406765.625000 Penalty: 2751.964355
	Iteration 47Q: 3 clusters Score -406765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -406766.218750 Penalty: 2751.964355
	Iteration 48Q: 3 clusters Score -406766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -406767.437500 Penalty: 2751.964355
	Iteration 49Q: 3 clusters Score -406767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -406767.468750 Penalty: 2751.964355
	Iteration 50Q: 3 clusters Score -406767.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -406767.468750 Penalty: 2751.964355
	Iteration 51F: 3 clusters Score -406767.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (150468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150468 members 
Entering Unmasked Estep 
Score: -14282309.000000 Penalty: 1937.244751
	Iteration 0F: 2 clusters Score -1.428231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -14182308.000000 Penalty: 3874.489502
	Iteration 0F: 3 clusters Score -1.418231e+07 nChanged 72375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71222 members 
Mstep: Class 2 contains 79246 members 
Entering Unmasked Estep 
Score: -14225413.000000 Penalty: 3874.489502
	Iteration 1F: 3 clusters Score -1.422541e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 82026 members 
Entering Unmasked Estep 
Score: -14227337.000000 Penalty: 3874.489502
	Iteration 2Q: 3 clusters Score -1.422734e+07 nChanged 7037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -14230039.000000 Penalty: 3874.489502
	Iteration 3Q: 3 clusters Score -1.423004e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57404 members 
Mstep: Class 2 contains 93064 members 
Entering Unmasked Estep 
Score: -14234898.000000 Penalty: 3874.489502
	Iteration 4F: 3 clusters Score -1.42349e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 101868 members 
Entering Unmasked Estep 
Score: -14241659.000000 Penalty: 3874.489502
	Iteration 5F: 3 clusters Score -1.424166e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 112002 members 
Entering Unmasked Estep 
Score: -14249889.000000 Penalty: 3874.489502
	Iteration 6F: 3 clusters Score -1.424989e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 122197 members 
Entering Unmasked Estep 
Score: -14258173.000000 Penalty: 3874.489502
	Iteration 7F: 3 clusters Score -1.425817e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 131297 members 
Entering Unmasked Estep 
Score: -14265282.000000 Penalty: 3874.489502
	Iteration 8F: 3 clusters Score -1.426528e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 138454 members 
Entering Unmasked Estep 
Score: -14271101.000000 Penalty: 3874.489502
	Iteration 9Q: 3 clusters Score -1.42711e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 143537 members 
Entering Unmasked Estep 
Score: -14275155.000000 Penalty: 3874.489502
	Iteration 10Q: 3 clusters Score -1.427516e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 146835 members 
Entering Unmasked Estep 
Score: -14277897.000000 Penalty: 3874.489502
	Iteration 11Q: 3 clusters Score -1.42779e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 148613 members 
Entering Unmasked Estep 
Score: -14279485.000000 Penalty: 3874.489502
	Iteration 12Q: 3 clusters Score -1.427948e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 149327 members 
Entering Unmasked Estep 
Score: -14280092.000000 Penalty: 3874.489502
	Iteration 13Q: 3 clusters Score -1.428009e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -14280355.000000 Penalty: 3874.489502
	Iteration 14Q: 3 clusters Score -1.428036e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 149746 members 
Entering Unmasked Estep 
Score: -14280498.000000 Penalty: 3874.489502
	Iteration 15Q: 3 clusters Score -1.42805e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 149817 members 
Entering Unmasked Estep 
Score: -14280586.000000 Penalty: 3874.489502
	Iteration 16Q: 3 clusters Score -1.428059e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 149858 members 
Entering Unmasked Estep 
Score: -14280623.000000 Penalty: 3874.489502
	Iteration 17Q: 3 clusters Score -1.428062e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 149885 members 
Entering Unmasked Estep 
Score: -14280666.000000 Penalty: 3874.489502
	Iteration 18Q: 3 clusters Score -1.428067e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 149910 members 
Entering Unmasked Estep 
Score: -14280675.000000 Penalty: 3874.489502
	Iteration 19Q: 3 clusters Score -1.428068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 149922 members 
Entering Unmasked Estep 
Score: -14280697.000000 Penalty: 3874.489502
	Iteration 20F: 3 clusters Score -1.42807e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 149926 members 
Entering Unmasked Estep 
Score: -14280707.000000 Penalty: 3874.489502
	Iteration 21Q: 3 clusters Score -1.428071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 149939 members 
Entering Unmasked Estep 
Score: -14280740.000000 Penalty: 3874.489502
	Iteration 22Q: 3 clusters Score -1.428074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -14280737.000000 Penalty: 3874.489502
	Iteration 23Q: 3 clusters Score -1.428074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -14280735.000000 Penalty: 3874.489502
	Iteration 24Q: 3 clusters Score -1.428074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -14280745.000000 Penalty: 3874.489502
	Iteration 25Q: 3 clusters Score -1.428074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 149951 members 
Entering Unmasked Estep 
Score: -14280754.000000 Penalty: 3874.489502
	Iteration 26Q: 3 clusters Score -1.428075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 149954 members 
Entering Unmasked Estep 
Score: -14280766.000000 Penalty: 3874.489502
	Iteration 27Q: 3 clusters Score -1.428077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 149955 members 
Entering Unmasked Estep 
Score: -14280765.000000 Penalty: 3874.489502
	Iteration 28Q: 3 clusters Score -1.428076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 149957 members 
Entering Unmasked Estep 
Score: -14280766.000000 Penalty: 3874.489502
	Iteration 29Q: 3 clusters Score -1.428077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 149955 members 
Entering Unmasked Estep 
Score: -14280776.000000 Penalty: 3874.489502
	Iteration 30Q: 3 clusters Score -1.428078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 149951 members 
Entering Unmasked Estep 
Score: -14280772.000000 Penalty: 3874.489502
	Iteration 31Q: 3 clusters Score -1.428077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 149950 members 
Entering Unmasked Estep 
Score: -14280771.000000 Penalty: 3874.489502
	Iteration 32Q: 3 clusters Score -1.428077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -14280769.000000 Penalty: 3874.489502
	Iteration 33Q: 3 clusters Score -1.428077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -14280767.000000 Penalty: 3874.489502
	Iteration 34Q: 3 clusters Score -1.428077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -14280775.000000 Penalty: 3874.489502
	Iteration 35Q: 3 clusters Score -1.428078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -14280776.000000 Penalty: 3874.489502
	Iteration 36Q: 3 clusters Score -1.428078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -14280778.000000 Penalty: 3874.489502
	Iteration 37Q: 3 clusters Score -1.428078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -14280777.000000 Penalty: 3874.489502
	Iteration 38Q: 3 clusters Score -1.428078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -14280780.000000 Penalty: 3874.489502
	Iteration 39Q: 3 clusters Score -1.428078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -14280779.000000 Penalty: 3874.489502
	Iteration 40F: 3 clusters Score -1.428078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -14280787.000000 Penalty: 3874.489502
	Iteration 41Q: 3 clusters Score -1.428079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -14280785.000000 Penalty: 3874.489502
	Iteration 42Q: 3 clusters Score -1.428078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -14280787.000000 Penalty: 3874.489502
	Iteration 43Q: 3 clusters Score -1.428079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 149942 members 
Entering Unmasked Estep 
Score: -14280786.000000 Penalty: 3874.489502
	Iteration 44Q: 3 clusters Score -1.428079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 149942 members 
Entering Unmasked Estep 
Score: -14280802.000000 Penalty: 3874.489502
	Iteration 45Q: 3 clusters Score -1.42808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 149943 members 
Entering Unmasked Estep 
Score: -14280807.000000 Penalty: 3874.489502
	Iteration 46Q: 3 clusters Score -1.428081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 149946 members 
Entering Unmasked Estep 
Score: -14280796.000000 Penalty: 3874.489502
	Iteration 47Q: 3 clusters Score -1.42808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -14280798.000000 Penalty: 3874.489502
	Iteration 48Q: 3 clusters Score -1.42808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -14280807.000000 Penalty: 3874.489502
	Iteration 49Q: 3 clusters Score -1.428081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 149953 members 
Entering Unmasked Estep 
Score: -14280807.000000 Penalty: 3874.489502
	Iteration 50Q: 3 clusters Score -1.428081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 149955 members 
Entering Unmasked Estep 
Score: -14280809.000000 Penalty: 3874.489502
	Iteration 51Q: 3 clusters Score -1.428081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 149957 members 
Entering Unmasked Estep 
Score: -14280817.000000 Penalty: 3874.489502
	Iteration 52Q: 3 clusters Score -1.428082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 149959 members 
Entering Unmasked Estep 
Score: -14280812.000000 Penalty: 3874.489502
	Iteration 53Q: 3 clusters Score -1.428081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 149961 members 
Entering Unmasked Estep 
Score: -14280813.000000 Penalty: 3874.489502
	Iteration 54Q: 3 clusters Score -1.428081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 149963 members 
Entering Unmasked Estep 
Score: -14280813.000000 Penalty: 3874.489502
	Iteration 55Q: 3 clusters Score -1.428081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 149962 members 
Entering Unmasked Estep 
Score: -14280816.000000 Penalty: 3874.489502
	Iteration 56Q: 3 clusters Score -1.428082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 149961 members 
Entering Unmasked Estep 
Score: -14280821.000000 Penalty: 3874.489502
	Iteration 57Q: 3 clusters Score -1.428082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 149961 members 
Entering Unmasked Estep 
Score: -14280821.000000 Penalty: 3874.489502
	Iteration 58F: 3 clusters Score -1.428082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Entering Unmasked Estep 
Score: -635593.062500 Penalty: 1428.245483
	Iteration 0F: 2 clusters Score -635593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -630629.687500 Penalty: 2856.490967
	Iteration 0F: 3 clusters Score -630629.7 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -632177.812500 Penalty: 2856.490967
	Iteration 1F: 3 clusters Score -632177.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -632377.312500 Penalty: 2856.490967
	Iteration 2F: 3 clusters Score -632377.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -632505.187500 Penalty: 2856.490967
	Iteration 3Q: 3 clusters Score -632505.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -632610.937500 Penalty: 2856.490967
	Iteration 4Q: 3 clusters Score -632610.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -632695.875000 Penalty: 2856.490967
	Iteration 5Q: 3 clusters Score -632695.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -632801.250000 Penalty: 2856.490967
	Iteration 6Q: 3 clusters Score -632801.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -632926.875000 Penalty: 2856.490967
	Iteration 7Q: 3 clusters Score -632926.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -633063.375000 Penalty: 2856.490967
	Iteration 8Q: 3 clusters Score -633063.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -633225.812500 Penalty: 2856.490967
	Iteration 9Q: 3 clusters Score -633225.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -633417.187500 Penalty: 2856.490967
	Iteration 10Q: 3 clusters Score -633417.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -633619.375000 Penalty: 2856.490967
	Iteration 11Q: 3 clusters Score -633619.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -633816.125000 Penalty: 2856.490967
	Iteration 12Q: 3 clusters Score -633816.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -633965.000000 Penalty: 2856.490967
	Iteration 13Q: 3 clusters Score -633965 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -634076.437500 Penalty: 2856.490967
	Iteration 14Q: 3 clusters Score -634076.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -634153.875000 Penalty: 2856.490967
	Iteration 15Q: 3 clusters Score -634153.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -634213.125000 Penalty: 2856.490967
	Iteration 16Q: 3 clusters Score -634213.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -634252.125000 Penalty: 2856.490967
	Iteration 17Q: 3 clusters Score -634252.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -634283.250000 Penalty: 2856.490967
	Iteration 18Q: 3 clusters Score -634283.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -634304.500000 Penalty: 2856.490967
	Iteration 19Q: 3 clusters Score -634304.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -634322.500000 Penalty: 2856.490967
	Iteration 20F: 3 clusters Score -634322.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -634340.562500 Penalty: 2856.490967
	Iteration 21Q: 3 clusters Score -634340.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -634348.312500 Penalty: 2856.490967
	Iteration 22Q: 3 clusters Score -634348.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -634355.250000 Penalty: 2856.490967
	Iteration 23Q: 3 clusters Score -634355.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -634362.187500 Penalty: 2856.490967
	Iteration 24Q: 3 clusters Score -634362.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -634367.562500 Penalty: 2856.490967
	Iteration 25Q: 3 clusters Score -634367.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -634369.000000 Penalty: 2856.490967
	Iteration 26Q: 3 clusters Score -634369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -634374.312500 Penalty: 2856.490967
	Iteration 27Q: 3 clusters Score -634374.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -634379.625000 Penalty: 2856.490967
	Iteration 28Q: 3 clusters Score -634379.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -634385.875000 Penalty: 2856.490967
	Iteration 29Q: 3 clusters Score -634385.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -634389.625000 Penalty: 2856.490967
	Iteration 30Q: 3 clusters Score -634389.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -634394.687500 Penalty: 2856.490967
	Iteration 31Q: 3 clusters Score -634394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -634395.500000 Penalty: 2856.490967
	Iteration 32Q: 3 clusters Score -634395.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -634398.437500 Penalty: 2856.490967
	Iteration 33Q: 3 clusters Score -634398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -634400.812500 Penalty: 2856.490967
	Iteration 34Q: 3 clusters Score -634400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -634403.375000 Penalty: 2856.490967
	Iteration 35Q: 3 clusters Score -634403.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -634403.875000 Penalty: 2856.490967
	Iteration 36Q: 3 clusters Score -634403.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -634406.000000 Penalty: 2856.490967
	Iteration 37Q: 3 clusters Score -634406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -634406.812500 Penalty: 2856.490967
	Iteration 38Q: 3 clusters Score -634406.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -634406.812500 Penalty: 2856.490967
	Iteration 39F: 3 clusters Score -634406.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -287519.000000 Penalty: 1306.153320
	Iteration 0F: 2 clusters Score -287519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -284738.875000 Penalty: 2612.306641
	Iteration 0F: 3 clusters Score -284738.9 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -285415.718750 Penalty: 2612.306641
	Iteration 1F: 3 clusters Score -285415.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -285576.656250 Penalty: 2612.306641
	Iteration 2F: 3 clusters Score -285576.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -285706.812500 Penalty: 2612.306641
	Iteration 3F: 3 clusters Score -285706.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -285823.437500 Penalty: 2612.306641
	Iteration 4F: 3 clusters Score -285823.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -285926.968750 Penalty: 2612.306641
	Iteration 5Q: 3 clusters Score -285927 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -286031.375000 Penalty: 2612.306641
	Iteration 6Q: 3 clusters Score -286031.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -286136.062500 Penalty: 2612.306641
	Iteration 7Q: 3 clusters Score -286136.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -286222.593750 Penalty: 2612.306641
	Iteration 8Q: 3 clusters Score -286222.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -286286.937500 Penalty: 2612.306641
	Iteration 9Q: 3 clusters Score -286286.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -286364.343750 Penalty: 2612.306641
	Iteration 10Q: 3 clusters Score -286364.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -286432.218750 Penalty: 2612.306641
	Iteration 11Q: 3 clusters Score -286432.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -286487.875000 Penalty: 2612.306641
	Iteration 12Q: 3 clusters Score -286487.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -286526.156250 Penalty: 2612.306641
	Iteration 13Q: 3 clusters Score -286526.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -286564.250000 Penalty: 2612.306641
	Iteration 14Q: 3 clusters Score -286564.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -286585.750000 Penalty: 2612.306641
	Iteration 15Q: 3 clusters Score -286585.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -286601.906250 Penalty: 2612.306641
	Iteration 16Q: 3 clusters Score -286601.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -286615.531250 Penalty: 2612.306641
	Iteration 17Q: 3 clusters Score -286615.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -286625.281250 Penalty: 2612.306641
	Iteration 18Q: 3 clusters Score -286625.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -286634.750000 Penalty: 2612.306641
	Iteration 19Q: 3 clusters Score -286634.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -286651.218750 Penalty: 2612.306641
	Iteration 20F: 3 clusters Score -286651.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -286663.000000 Penalty: 2612.306641
	Iteration 21Q: 3 clusters Score -286663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -286668.812500 Penalty: 2612.306641
	Iteration 22Q: 3 clusters Score -286668.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -286675.750000 Penalty: 2612.306641
	Iteration 23Q: 3 clusters Score -286675.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -286678.406250 Penalty: 2612.306641
	Iteration 24Q: 3 clusters Score -286678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -286679.687500 Penalty: 2612.306641
	Iteration 25Q: 3 clusters Score -286679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -286680.937500 Penalty: 2612.306641
	Iteration 26Q: 3 clusters Score -286680.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -286682.156250 Penalty: 2612.306641
	Iteration 27Q: 3 clusters Score -286682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -286682.250000 Penalty: 2612.306641
	Iteration 28Q: 3 clusters Score -286682.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -286682.250000 Penalty: 2612.306641
	Iteration 29F: 3 clusters Score -286682.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -271050.156250 Penalty: 1292.528442
	Iteration 0F: 2 clusters Score -271050.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -268402.562500 Penalty: 2585.056885
	Iteration 0F: 3 clusters Score -268402.6 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -269029.187500 Penalty: 2585.056885
	Iteration 1F: 3 clusters Score -269029.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -269165.906250 Penalty: 2585.056885
	Iteration 2F: 3 clusters Score -269165.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -269238.187500 Penalty: 2585.056885
	Iteration 3Q: 3 clusters Score -269238.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -269301.687500 Penalty: 2585.056885
	Iteration 4Q: 3 clusters Score -269301.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -269343.406250 Penalty: 2585.056885
	Iteration 5Q: 3 clusters Score -269343.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -269365.937500 Penalty: 2585.056885
	Iteration 6Q: 3 clusters Score -269365.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -269384.812500 Penalty: 2585.056885
	Iteration 7Q: 3 clusters Score -269384.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -269398.218750 Penalty: 2585.056885
	Iteration 8Q: 3 clusters Score -269398.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -269413.406250 Penalty: 2585.056885
	Iteration 9Q: 3 clusters Score -269413.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -269428.843750 Penalty: 2585.056885
	Iteration 10Q: 3 clusters Score -269428.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -269450.125000 Penalty: 2585.056885
	Iteration 11Q: 3 clusters Score -269450.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -269468.937500 Penalty: 2585.056885
	Iteration 12Q: 3 clusters Score -269468.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -269479.187500 Penalty: 2585.056885
	Iteration 13Q: 3 clusters Score -269479.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -269485.375000 Penalty: 2585.056885
	Iteration 14Q: 3 clusters Score -269485.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -269493.625000 Penalty: 2585.056885
	Iteration 15Q: 3 clusters Score -269493.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -269503.031250 Penalty: 2585.056885
	Iteration 16Q: 3 clusters Score -269503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -269510.656250 Penalty: 2585.056885
	Iteration 17Q: 3 clusters Score -269510.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -269522.187500 Penalty: 2585.056885
	Iteration 18Q: 3 clusters Score -269522.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -269527.937500 Penalty: 2585.056885
	Iteration 19Q: 3 clusters Score -269527.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -269532.843750 Penalty: 2585.056885
	Iteration 20F: 3 clusters Score -269532.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -269540.562500 Penalty: 2585.056885
	Iteration 21Q: 3 clusters Score -269540.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -269549.062500 Penalty: 2585.056885
	Iteration 22Q: 3 clusters Score -269549.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -269554.968750 Penalty: 2585.056885
	Iteration 23Q: 3 clusters Score -269555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -269557.312500 Penalty: 2585.056885
	Iteration 24Q: 3 clusters Score -269557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -269559.343750 Penalty: 2585.056885
	Iteration 25Q: 3 clusters Score -269559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -269560.000000 Penalty: 2585.056885
	Iteration 26Q: 3 clusters Score -269560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -269561.062500 Penalty: 2585.056885
	Iteration 27Q: 3 clusters Score -269561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -269563.937500 Penalty: 2585.056885
	Iteration 28Q: 3 clusters Score -269563.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -269567.187500 Penalty: 2585.056885
	Iteration 29Q: 3 clusters Score -269567.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269570.468750 Penalty: 2585.056885
	Iteration 30Q: 3 clusters Score -269570.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -269575.218750 Penalty: 2585.056885
	Iteration 31Q: 3 clusters Score -269575.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -269579.687500 Penalty: 2585.056885
	Iteration 32Q: 3 clusters Score -269579.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -269582.968750 Penalty: 2585.056885
	Iteration 33Q: 3 clusters Score -269583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -269585.906250 Penalty: 2585.056885
	Iteration 34Q: 3 clusters Score -269585.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -269590.187500 Penalty: 2585.056885
	Iteration 35Q: 3 clusters Score -269590.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -269593.812500 Penalty: 2585.056885
	Iteration 36Q: 3 clusters Score -269593.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -269597.937500 Penalty: 2585.056885
	Iteration 37Q: 3 clusters Score -269597.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -269600.906250 Penalty: 2585.056885
	Iteration 38Q: 3 clusters Score -269600.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -269604.093750 Penalty: 2585.056885
	Iteration 39Q: 3 clusters Score -269604.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -269606.562500 Penalty: 2585.056885
	Iteration 40F: 3 clusters Score -269606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -269609.062500 Penalty: 2585.056885
	Iteration 41Q: 3 clusters Score -269609.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -269611.687500 Penalty: 2585.056885
	Iteration 42Q: 3 clusters Score -269611.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -269613.875000 Penalty: 2585.056885
	Iteration 43Q: 3 clusters Score -269613.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -269616.437500 Penalty: 2585.056885
	Iteration 44Q: 3 clusters Score -269616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -269618.250000 Penalty: 2585.056885
	Iteration 45Q: 3 clusters Score -269618.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -269620.812500 Penalty: 2585.056885
	Iteration 46Q: 3 clusters Score -269620.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -269622.281250 Penalty: 2585.056885
	Iteration 47Q: 3 clusters Score -269622.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -269624.906250 Penalty: 2585.056885
	Iteration 48Q: 3 clusters Score -269624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -269627.406250 Penalty: 2585.056885
	Iteration 49Q: 3 clusters Score -269627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -269628.562500 Penalty: 2585.056885
	Iteration 50Q: 3 clusters Score -269628.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -269630.718750 Penalty: 2585.056885
	Iteration 51Q: 3 clusters Score -269630.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -269634.718750 Penalty: 2585.056885
	Iteration 52Q: 3 clusters Score -269634.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -269639.937500 Penalty: 2585.056885
	Iteration 53Q: 3 clusters Score -269639.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -269646.562500 Penalty: 2585.056885
	Iteration 54Q: 3 clusters Score -269646.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -269653.156250 Penalty: 2585.056885
	Iteration 55Q: 3 clusters Score -269653.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -269657.281250 Penalty: 2585.056885
	Iteration 56Q: 3 clusters Score -269657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -269659.343750 Penalty: 2585.056885
	Iteration 57Q: 3 clusters Score -269659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -269660.906250 Penalty: 2585.056885
	Iteration 58Q: 3 clusters Score -269660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -269661.781250 Penalty: 2585.056885
	Iteration 59Q: 3 clusters Score -269661.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -269664.750000 Penalty: 2585.056885
	Iteration 60F: 3 clusters Score -269664.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -269668.968750 Penalty: 2585.056885
	Iteration 61Q: 3 clusters Score -269669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -269671.625000 Penalty: 2585.056885
	Iteration 62Q: 3 clusters Score -269671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -269674.125000 Penalty: 2585.056885
	Iteration 63Q: 3 clusters Score -269674.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -269675.375000 Penalty: 2585.056885
	Iteration 64Q: 3 clusters Score -269675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -269677.906250 Penalty: 2585.056885
	Iteration 65Q: 3 clusters Score -269677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -269681.562500 Penalty: 2585.056885
	Iteration 66Q: 3 clusters Score -269681.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -269684.125000 Penalty: 2585.056885
	Iteration 67Q: 3 clusters Score -269684.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -269687.531250 Penalty: 2585.056885
	Iteration 68Q: 3 clusters Score -269687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -269689.375000 Penalty: 2585.056885
	Iteration 69Q: 3 clusters Score -269689.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -269691.250000 Penalty: 2585.056885
	Iteration 70Q: 3 clusters Score -269691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -269693.593750 Penalty: 2585.056885
	Iteration 71Q: 3 clusters Score -269693.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -269696.375000 Penalty: 2585.056885
	Iteration 72Q: 3 clusters Score -269696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -269697.218750 Penalty: 2585.056885
	Iteration 73Q: 3 clusters Score -269697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -269697.593750 Penalty: 2585.056885
	Iteration 74Q: 3 clusters Score -269697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -269698.468750 Penalty: 2585.056885
	Iteration 75Q: 3 clusters Score -269698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -269699.875000 Penalty: 2585.056885
	Iteration 76Q: 3 clusters Score -269699.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -269702.593750 Penalty: 2585.056885
	Iteration 77Q: 3 clusters Score -269702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -269704.000000 Penalty: 2585.056885
	Iteration 78Q: 3 clusters Score -269704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -269706.531250 Penalty: 2585.056885
	Iteration 79Q: 3 clusters Score -269706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -269707.250000 Penalty: 2585.056885
	Iteration 80F: 3 clusters Score -269707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -269708.343750 Penalty: 2585.056885
	Iteration 81Q: 3 clusters Score -269708.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -269710.375000 Penalty: 2585.056885
	Iteration 82Q: 3 clusters Score -269710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -269715.937500 Penalty: 2585.056885
	Iteration 83Q: 3 clusters Score -269715.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -269720.062500 Penalty: 2585.056885
	Iteration 84Q: 3 clusters Score -269720.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -269722.218750 Penalty: 2585.056885
	Iteration 85Q: 3 clusters Score -269722.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -269723.750000 Penalty: 2585.056885
	Iteration 86Q: 3 clusters Score -269723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -269726.406250 Penalty: 2585.056885
	Iteration 87Q: 3 clusters Score -269726.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -269727.125000 Penalty: 2585.056885
	Iteration 88Q: 3 clusters Score -269727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -269726.843750 Penalty: 2585.056885
	Iteration 89Q: 3 clusters Score -269726.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -269727.812500 Penalty: 2585.056885
	Iteration 90Q: 3 clusters Score -269727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -269728.343750 Penalty: 2585.056885
	Iteration 91Q: 3 clusters Score -269728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -269728.250000 Penalty: 2585.056885
	Iteration 92Q: 3 clusters Score -269728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -269729.250000 Penalty: 2585.056885
	Iteration 93Q: 3 clusters Score -269729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -269729.625000 Penalty: 2585.056885
	Iteration 94Q: 3 clusters Score -269729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -269730.468750 Penalty: 2585.056885
	Iteration 95Q: 3 clusters Score -269730.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -269731.312500 Penalty: 2585.056885
	Iteration 96Q: 3 clusters Score -269731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -269731.406250 Penalty: 2585.056885
	Iteration 97Q: 3 clusters Score -269731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -269732.125000 Penalty: 2585.056885
	Iteration 98Q: 3 clusters Score -269732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -269732.593750 Penalty: 2585.056885
	Iteration 99Q: 3 clusters Score -269732.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -269733.437500 Penalty: 2585.056885
	Iteration 100F: 3 clusters Score -269733.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -269733.968750 Penalty: 2585.056885
	Iteration 101Q: 3 clusters Score -269734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -269734.375000 Penalty: 2585.056885
	Iteration 102Q: 3 clusters Score -269734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -269734.750000 Penalty: 2585.056885
	Iteration 103Q: 3 clusters Score -269734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -269734.750000 Penalty: 2585.056885
	Iteration 104F: 3 clusters Score -269734.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Entering Unmasked Estep 
Score: -932548.187500 Penalty: 1497.926758
	Iteration 0F: 2 clusters Score -932548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -925331.187500 Penalty: 2995.853516
	Iteration 0F: 3 clusters Score -925331.2 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -927648.187500 Penalty: 2995.853516
	Iteration 1F: 3 clusters Score -927648.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -927859.437500 Penalty: 2995.853516
	Iteration 2F: 3 clusters Score -927859.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -928002.687500 Penalty: 2995.853516
	Iteration 3Q: 3 clusters Score -928002.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -928128.062500 Penalty: 2995.853516
	Iteration 4Q: 3 clusters Score -928128.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -928243.687500 Penalty: 2995.853516
	Iteration 5Q: 3 clusters Score -928243.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -928402.750000 Penalty: 2995.853516
	Iteration 6Q: 3 clusters Score -928402.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -928575.062500 Penalty: 2995.853516
	Iteration 7Q: 3 clusters Score -928575.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -928761.937500 Penalty: 2995.853516
	Iteration 8Q: 3 clusters Score -928761.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -928962.250000 Penalty: 2995.853516
	Iteration 9Q: 3 clusters Score -928962.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -929150.687500 Penalty: 2995.853516
	Iteration 10Q: 3 clusters Score -929150.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -929319.937500 Penalty: 2995.853516
	Iteration 11Q: 3 clusters Score -929319.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -929460.500000 Penalty: 2995.853516
	Iteration 12Q: 3 clusters Score -929460.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -929574.375000 Penalty: 2995.853516
	Iteration 13Q: 3 clusters Score -929574.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -929686.625000 Penalty: 2995.853516
	Iteration 14Q: 3 clusters Score -929686.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -929787.125000 Penalty: 2995.853516
	Iteration 15Q: 3 clusters Score -929787.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -929855.875000 Penalty: 2995.853516
	Iteration 16Q: 3 clusters Score -929855.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -929924.375000 Penalty: 2995.853516
	Iteration 17Q: 3 clusters Score -929924.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -929975.125000 Penalty: 2995.853516
	Iteration 18Q: 3 clusters Score -929975.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -930017.750000 Penalty: 2995.853516
	Iteration 19Q: 3 clusters Score -930017.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -930062.500000 Penalty: 2995.853516
	Iteration 20F: 3 clusters Score -930062.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -930113.750000 Penalty: 2995.853516
	Iteration 21Q: 3 clusters Score -930113.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -930156.062500 Penalty: 2995.853516
	Iteration 22Q: 3 clusters Score -930156.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -930199.625000 Penalty: 2995.853516
	Iteration 23Q: 3 clusters Score -930199.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -930250.125000 Penalty: 2995.853516
	Iteration 24Q: 3 clusters Score -930250.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -930300.500000 Penalty: 2995.853516
	Iteration 25Q: 3 clusters Score -930300.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -930348.312500 Penalty: 2995.853516
	Iteration 26Q: 3 clusters Score -930348.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -930391.125000 Penalty: 2995.853516
	Iteration 27Q: 3 clusters Score -930391.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -930432.812500 Penalty: 2995.853516
	Iteration 28Q: 3 clusters Score -930432.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -930462.875000 Penalty: 2995.853516
	Iteration 29Q: 3 clusters Score -930462.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -930489.625000 Penalty: 2995.853516
	Iteration 30Q: 3 clusters Score -930489.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -930513.375000 Penalty: 2995.853516
	Iteration 31Q: 3 clusters Score -930513.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -930533.625000 Penalty: 2995.853516
	Iteration 32Q: 3 clusters Score -930533.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -930560.500000 Penalty: 2995.853516
	Iteration 33Q: 3 clusters Score -930560.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -930580.437500 Penalty: 2995.853516
	Iteration 34Q: 3 clusters Score -930580.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -930607.625000 Penalty: 2995.853516
	Iteration 35Q: 3 clusters Score -930607.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -930633.937500 Penalty: 2995.853516
	Iteration 36Q: 3 clusters Score -930633.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -930657.312500 Penalty: 2995.853516
	Iteration 37Q: 3 clusters Score -930657.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -930677.687500 Penalty: 2995.853516
	Iteration 38Q: 3 clusters Score -930677.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -930703.937500 Penalty: 2995.853516
	Iteration 39Q: 3 clusters Score -930703.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -930733.250000 Penalty: 2995.853516
	Iteration 40F: 3 clusters Score -930733.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -930757.187500 Penalty: 2995.853516
	Iteration 41Q: 3 clusters Score -930757.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -930779.437500 Penalty: 2995.853516
	Iteration 42Q: 3 clusters Score -930779.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -930802.687500 Penalty: 2995.853516
	Iteration 43Q: 3 clusters Score -930802.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -930824.250000 Penalty: 2995.853516
	Iteration 44Q: 3 clusters Score -930824.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -930849.562500 Penalty: 2995.853516
	Iteration 45Q: 3 clusters Score -930849.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -930872.625000 Penalty: 2995.853516
	Iteration 46Q: 3 clusters Score -930872.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -930892.687500 Penalty: 2995.853516
	Iteration 47Q: 3 clusters Score -930892.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -930907.250000 Penalty: 2995.853516
	Iteration 48Q: 3 clusters Score -930907.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -930916.812500 Penalty: 2995.853516
	Iteration 49Q: 3 clusters Score -930916.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -930933.437500 Penalty: 2995.853516
	Iteration 50Q: 3 clusters Score -930933.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -930946.437500 Penalty: 2995.853516
	Iteration 51Q: 3 clusters Score -930946.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -930966.687500 Penalty: 2995.853516
	Iteration 52Q: 3 clusters Score -930966.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -930987.125000 Penalty: 2995.853516
	Iteration 53Q: 3 clusters Score -930987.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -931003.312500 Penalty: 2995.853516
	Iteration 54Q: 3 clusters Score -931003.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -931017.750000 Penalty: 2995.853516
	Iteration 55Q: 3 clusters Score -931017.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -931034.437500 Penalty: 2995.853516
	Iteration 56Q: 3 clusters Score -931034.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -931043.437500 Penalty: 2995.853516
	Iteration 57Q: 3 clusters Score -931043.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -931055.875000 Penalty: 2995.853516
	Iteration 58Q: 3 clusters Score -931055.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -931068.750000 Penalty: 2995.853516
	Iteration 59Q: 3 clusters Score -931068.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -931078.562500 Penalty: 2995.853516
	Iteration 60F: 3 clusters Score -931078.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -931089.000000 Penalty: 2995.853516
	Iteration 61Q: 3 clusters Score -931089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -931100.875000 Penalty: 2995.853516
	Iteration 62Q: 3 clusters Score -931100.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -931111.250000 Penalty: 2995.853516
	Iteration 63Q: 3 clusters Score -931111.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -931120.375000 Penalty: 2995.853516
	Iteration 64Q: 3 clusters Score -931120.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -931134.125000 Penalty: 2995.853516
	Iteration 65Q: 3 clusters Score -931134.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -931140.875000 Penalty: 2995.853516
	Iteration 66Q: 3 clusters Score -931140.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -931149.375000 Penalty: 2995.853516
	Iteration 67Q: 3 clusters Score -931149.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -931153.812500 Penalty: 2995.853516
	Iteration 68Q: 3 clusters Score -931153.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -931160.312500 Penalty: 2995.853516
	Iteration 69Q: 3 clusters Score -931160.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -931168.187500 Penalty: 2995.853516
	Iteration 70Q: 3 clusters Score -931168.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -931174.312500 Penalty: 2995.853516
	Iteration 71Q: 3 clusters Score -931174.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -931177.750000 Penalty: 2995.853516
	Iteration 72Q: 3 clusters Score -931177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -931180.437500 Penalty: 2995.853516
	Iteration 73Q: 3 clusters Score -931180.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -931182.250000 Penalty: 2995.853516
	Iteration 74Q: 3 clusters Score -931182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -931183.687500 Penalty: 2995.853516
	Iteration 75Q: 3 clusters Score -931183.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -931187.625000 Penalty: 2995.853516
	Iteration 76Q: 3 clusters Score -931187.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -931195.500000 Penalty: 2995.853516
	Iteration 77Q: 3 clusters Score -931195.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -931203.687500 Penalty: 2995.853516
	Iteration 78Q: 3 clusters Score -931203.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -931211.750000 Penalty: 2995.853516
	Iteration 79Q: 3 clusters Score -931211.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -931217.812500 Penalty: 2995.853516
	Iteration 80F: 3 clusters Score -931217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -931219.250000 Penalty: 2995.853516
	Iteration 81Q: 3 clusters Score -931219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -931221.500000 Penalty: 2995.853516
	Iteration 82Q: 3 clusters Score -931221.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -931222.312500 Penalty: 2995.853516
	Iteration 83Q: 3 clusters Score -931222.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -931224.250000 Penalty: 2995.853516
	Iteration 84Q: 3 clusters Score -931224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -931226.500000 Penalty: 2995.853516
	Iteration 85Q: 3 clusters Score -931226.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -931227.125000 Penalty: 2995.853516
	Iteration 86Q: 3 clusters Score -931227.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -931228.187500 Penalty: 2995.853516
	Iteration 87Q: 3 clusters Score -931228.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -931230.937500 Penalty: 2995.853516
	Iteration 88Q: 3 clusters Score -931230.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -931236.437500 Penalty: 2995.853516
	Iteration 89Q: 3 clusters Score -931236.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -931241.250000 Penalty: 2995.853516
	Iteration 90Q: 3 clusters Score -931241.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -931241.437500 Penalty: 2995.853516
	Iteration 91Q: 3 clusters Score -931241.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -931248.812500 Penalty: 2995.853516
	Iteration 92Q: 3 clusters Score -931248.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -931253.125000 Penalty: 2995.853516
	Iteration 93Q: 3 clusters Score -931253.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -931255.312500 Penalty: 2995.853516
	Iteration 94Q: 3 clusters Score -931255.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -931257.437500 Penalty: 2995.853516
	Iteration 95Q: 3 clusters Score -931257.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -931258.000000 Penalty: 2995.853516
	Iteration 96Q: 3 clusters Score -931258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -931259.312500 Penalty: 2995.853516
	Iteration 97Q: 3 clusters Score -931259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -931260.312500 Penalty: 2995.853516
	Iteration 98Q: 3 clusters Score -931260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -931259.250000 Penalty: 2995.853516
	Iteration 99Q: 3 clusters Score -931259.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -931259.875000 Penalty: 2995.853516
	Iteration 100F: 3 clusters Score -931259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -931261.187500 Penalty: 2995.853516
	Iteration 101Q: 3 clusters Score -931261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -931261.187500 Penalty: 2995.853516
	Iteration 102F: 3 clusters Score -931261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Entering Unmasked Estep 
Score: -2388898.000000 Penalty: 1646.206787
	Iteration 0F: 2 clusters Score -2388898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -2372036.750000 Penalty: 3292.413574
	Iteration 0F: 3 clusters Score -2372037 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2378367.750000 Penalty: 3292.413574
	Iteration 1F: 3 clusters Score -2378368 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2378730.000000 Penalty: 3292.413574
	Iteration 2Q: 3 clusters Score -2378730 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2379089.250000 Penalty: 3292.413574
	Iteration 3Q: 3 clusters Score -2379089 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2379508.500000 Penalty: 3292.413574
	Iteration 4Q: 3 clusters Score -2379508 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2380039.000000 Penalty: 3292.413574
	Iteration 5Q: 3 clusters Score -2380039 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2380874.750000 Penalty: 3292.413574
	Iteration 6F: 3 clusters Score -2380875 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2382071.750000 Penalty: 3292.413574
	Iteration 7F: 3 clusters Score -2382072 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2383471.750000 Penalty: 3292.413574
	Iteration 8F: 3 clusters Score -2383472 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2384902.250000 Penalty: 3292.413574
	Iteration 9F: 3 clusters Score -2384902 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2385974.500000 Penalty: 3292.413574
	Iteration 10F: 3 clusters Score -2385974 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2386687.250000 Penalty: 3292.413574
	Iteration 11Q: 3 clusters Score -2386687 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2387079.250000 Penalty: 3292.413574
	Iteration 12Q: 3 clusters Score -2387079 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2387247.000000 Penalty: 3292.413574
	Iteration 13Q: 3 clusters Score -2387247 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2387353.750000 Penalty: 3292.413574
	Iteration 14Q: 3 clusters Score -2387354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2387431.750000 Penalty: 3292.413574
	Iteration 15Q: 3 clusters Score -2387432 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2387487.000000 Penalty: 3292.413574
	Iteration 16Q: 3 clusters Score -2387487 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2387525.250000 Penalty: 3292.413574
	Iteration 17Q: 3 clusters Score -2387525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2387549.250000 Penalty: 3292.413574
	Iteration 18Q: 3 clusters Score -2387549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2387576.250000 Penalty: 3292.413574
	Iteration 19Q: 3 clusters Score -2387576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2387600.250000 Penalty: 3292.413574
	Iteration 20F: 3 clusters Score -2387600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2387605.000000 Penalty: 3292.413574
	Iteration 21Q: 3 clusters Score -2387605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2387611.750000 Penalty: 3292.413574
	Iteration 22Q: 3 clusters Score -2387612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2387616.750000 Penalty: 3292.413574
	Iteration 23Q: 3 clusters Score -2387617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2387626.500000 Penalty: 3292.413574
	Iteration 24Q: 3 clusters Score -2387626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2387632.000000 Penalty: 3292.413574
	Iteration 25Q: 3 clusters Score -2387632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2387635.500000 Penalty: 3292.413574
	Iteration 26Q: 3 clusters Score -2387636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2387636.500000 Penalty: 3292.413574
	Iteration 27Q: 3 clusters Score -2387636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2387636.500000 Penalty: 3292.413574
	Iteration 28F: 3 clusters Score -2387636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -418408.343750 Penalty: 1370.635620
	Iteration 0F: 2 clusters Score -418408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -414655.562500 Penalty: 2741.271240
	Iteration 0F: 3 clusters Score -414655.6 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -415592.531250 Penalty: 2741.271240
	Iteration 1F: 3 clusters Score -415592.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -415755.625000 Penalty: 2741.271240
	Iteration 2F: 3 clusters Score -415755.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -415885.562500 Penalty: 2741.271240
	Iteration 3F: 3 clusters Score -415885.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -416006.812500 Penalty: 2741.271240
	Iteration 4Q: 3 clusters Score -416006.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -416136.718750 Penalty: 2741.271240
	Iteration 5Q: 3 clusters Score -416136.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -416299.031250 Penalty: 2741.271240
	Iteration 6Q: 3 clusters Score -416299 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -416488.875000 Penalty: 2741.271240
	Iteration 7Q: 3 clusters Score -416488.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -416663.093750 Penalty: 2741.271240
	Iteration 8Q: 3 clusters Score -416663.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -416811.343750 Penalty: 2741.271240
	Iteration 9Q: 3 clusters Score -416811.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -416963.812500 Penalty: 2741.271240
	Iteration 10Q: 3 clusters Score -416963.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -417105.031250 Penalty: 2741.271240
	Iteration 11Q: 3 clusters Score -417105 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -417211.343750 Penalty: 2741.271240
	Iteration 12Q: 3 clusters Score -417211.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -417304.125000 Penalty: 2741.271240
	Iteration 13Q: 3 clusters Score -417304.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -417388.906250 Penalty: 2741.271240
	Iteration 14Q: 3 clusters Score -417388.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -417489.250000 Penalty: 2741.271240
	Iteration 15Q: 3 clusters Score -417489.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -417578.875000 Penalty: 2741.271240
	Iteration 16Q: 3 clusters Score -417578.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -417636.625000 Penalty: 2741.271240
	Iteration 17Q: 3 clusters Score -417636.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -417667.531250 Penalty: 2741.271240
	Iteration 18Q: 3 clusters Score -417667.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -417686.875000 Penalty: 2741.271240
	Iteration 19Q: 3 clusters Score -417686.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -417700.906250 Penalty: 2741.271240
	Iteration 20F: 3 clusters Score -417700.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -417709.343750 Penalty: 2741.271240
	Iteration 21Q: 3 clusters Score -417709.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -417715.531250 Penalty: 2741.271240
	Iteration 22Q: 3 clusters Score -417715.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -417725.562500 Penalty: 2741.271240
	Iteration 23Q: 3 clusters Score -417725.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -417730.656250 Penalty: 2741.271240
	Iteration 24Q: 3 clusters Score -417730.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -417736.593750 Penalty: 2741.271240
	Iteration 25Q: 3 clusters Score -417736.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -417743.875000 Penalty: 2741.271240
	Iteration 26Q: 3 clusters Score -417743.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -417749.937500 Penalty: 2741.271240
	Iteration 27Q: 3 clusters Score -417749.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -417756.750000 Penalty: 2741.271240
	Iteration 28Q: 3 clusters Score -417756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -417763.000000 Penalty: 2741.271240
	Iteration 29Q: 3 clusters Score -417763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -417769.781250 Penalty: 2741.271240
	Iteration 30Q: 3 clusters Score -417769.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -417781.437500 Penalty: 2741.271240
	Iteration 31Q: 3 clusters Score -417781.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -417788.906250 Penalty: 2741.271240
	Iteration 32Q: 3 clusters Score -417788.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -417794.406250 Penalty: 2741.271240
	Iteration 33Q: 3 clusters Score -417794.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -417799.187500 Penalty: 2741.271240
	Iteration 34Q: 3 clusters Score -417799.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -417804.218750 Penalty: 2741.271240
	Iteration 35Q: 3 clusters Score -417804.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -417810.687500 Penalty: 2741.271240
	Iteration 36Q: 3 clusters Score -417810.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -417815.468750 Penalty: 2741.271240
	Iteration 37Q: 3 clusters Score -417815.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -417816.750000 Penalty: 2741.271240
	Iteration 38Q: 3 clusters Score -417816.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -417820.312500 Penalty: 2741.271240
	Iteration 39Q: 3 clusters Score -417820.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -417821.343750 Penalty: 2741.271240
	Iteration 40F: 3 clusters Score -417821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -417823.281250 Penalty: 2741.271240
	Iteration 41Q: 3 clusters Score -417823.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -417823.812500 Penalty: 2741.271240
	Iteration 42Q: 3 clusters Score -417823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -417827.093750 Penalty: 2741.271240
	Iteration 43Q: 3 clusters Score -417827.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -417829.250000 Penalty: 2741.271240
	Iteration 44Q: 3 clusters Score -417829.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -417831.531250 Penalty: 2741.271240
	Iteration 45Q: 3 clusters Score -417831.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -417831.687500 Penalty: 2741.271240
	Iteration 46Q: 3 clusters Score -417831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -417832.281250 Penalty: 2741.271240
	Iteration 47Q: 3 clusters Score -417832.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -417832.625000 Penalty: 2741.271240
	Iteration 48Q: 3 clusters Score -417832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -417832.625000 Penalty: 2741.271240
	Iteration 49F: 3 clusters Score -417832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41604 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 150468 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25097 members 
Mstep: Class 22 contains 4604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389984.000000 Penalty: 47366.093750
Iteration 199Q: 23 clusters Score -5.238998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150468 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389980.000000 Penalty: 47366.093750
Iteration 200F: 23 clusters Score -5.238998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5045 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150469 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390000.000000 Penalty: 47366.093750
Iteration 201Q: 23 clusters Score -5.239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5045 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150472 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389996.000000 Penalty: 47366.093750
Iteration 202Q: 23 clusters Score -5.239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 10 contains 4993 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150474 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390012.000000 Penalty: 47366.093750
Iteration 203Q: 23 clusters Score -5.239001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 10 contains 4992 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150476 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390016.000000 Penalty: 47366.093750
Iteration 204Q: 23 clusters Score -5.239002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 10 contains 4991 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150478 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390012.000000 Penalty: 47366.093750
Iteration 205Q: 23 clusters Score -5.239001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 4988 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150482 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389996.000000 Penalty: 47366.093750
Iteration 206Q: 23 clusters Score -5.239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102878 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40548 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150481 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390012.000000 Penalty: 47366.093750
Iteration 207Q: 23 clusters Score -5.239001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102879 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41606 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150478 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390020.000000 Penalty: 47366.093750
Iteration 208Q: 23 clusters Score -5.239002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102879 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41607 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150479 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390000.000000 Penalty: 47366.093750
Iteration 209Q: 23 clusters Score -5.239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41607 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150478 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390004.000000 Penalty: 47366.093750
Iteration 210Q: 23 clusters Score -5.239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41607 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150478 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390004.000000 Penalty: 47366.093750
Iteration 211F: 23 clusters Score -5.239e+07 nChanged 0
Entering ConstructFrom: 
Score: -52390004.000000 Penalty: 47366.093750
Entering ConstructFrom: 
Trying to split cluster 1 (102880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102880 members 
Entering Unmasked Estep 
Score: -9671021.000000 Penalty: 1875.464355
	Iteration 0F: 2 clusters Score -9671021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -9602193.000000 Penalty: 3750.928711
	Iteration 0F: 3 clusters Score -9602193 nChanged 49145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -9631082.000000 Penalty: 3750.928711
	Iteration 1F: 3 clusters Score -9631082 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -9632144.000000 Penalty: 3750.928711
	Iteration 2Q: 3 clusters Score -9632144 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61038 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -9633720.000000 Penalty: 3750.928711
	Iteration 3Q: 3 clusters Score -9633720 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66320 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -9636745.000000 Penalty: 3750.928711
	Iteration 4F: 3 clusters Score -9636745 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73656 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -9642180.000000 Penalty: 3750.928711
	Iteration 5F: 3 clusters Score -9642180 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82892 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -9650444.000000 Penalty: 3750.928711
	Iteration 6F: 3 clusters Score -9650444 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91792 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -9659073.000000 Penalty: 3750.928711
	Iteration 7F: 3 clusters Score -9659073 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97803 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -9665003.000000 Penalty: 3750.928711
	Iteration 8F: 3 clusters Score -9665003 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100828 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9667720.000000 Penalty: 3750.928711
	Iteration 9Q: 3 clusters Score -9667720 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102007 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9668750.000000 Penalty: 3750.928711
	Iteration 10Q: 3 clusters Score -9668750 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102415 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9669099.000000 Penalty: 3750.928711
	Iteration 11Q: 3 clusters Score -9669099 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102564 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9669211.000000 Penalty: 3750.928711
	Iteration 12Q: 3 clusters Score -9669211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102624 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9669271.000000 Penalty: 3750.928711
	Iteration 13Q: 3 clusters Score -9669271 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9669300.000000 Penalty: 3750.928711
	Iteration 14Q: 3 clusters Score -9669300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9669302.000000 Penalty: 3750.928711
	Iteration 15Q: 3 clusters Score -9669302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102662 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9669308.000000 Penalty: 3750.928711
	Iteration 16Q: 3 clusters Score -9669308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9669306.000000 Penalty: 3750.928711
	Iteration 17Q: 3 clusters Score -9669306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9669317.000000 Penalty: 3750.928711
	Iteration 18Q: 3 clusters Score -9669317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9669323.000000 Penalty: 3750.928711
	Iteration 19Q: 3 clusters Score -9669323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102671 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9669331.000000 Penalty: 3750.928711
	Iteration 20F: 3 clusters Score -9669331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102672 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9669332.000000 Penalty: 3750.928711
	Iteration 21Q: 3 clusters Score -9669332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9669340.000000 Penalty: 3750.928711
	Iteration 22Q: 3 clusters Score -9669340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9669348.000000 Penalty: 3750.928711
	Iteration 23Q: 3 clusters Score -9669348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102672 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9669366.000000 Penalty: 3750.928711
	Iteration 24Q: 3 clusters Score -9669366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102678 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9669378.000000 Penalty: 3750.928711
	Iteration 25Q: 3 clusters Score -9669378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9669369.000000 Penalty: 3750.928711
	Iteration 26Q: 3 clusters Score -9669369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9669379.000000 Penalty: 3750.928711
	Iteration 27Q: 3 clusters Score -9669379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9669374.000000 Penalty: 3750.928711
	Iteration 28Q: 3 clusters Score -9669374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102684 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9669378.000000 Penalty: 3750.928711
	Iteration 29Q: 3 clusters Score -9669378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9669377.000000 Penalty: 3750.928711
	Iteration 30Q: 3 clusters Score -9669377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9669378.000000 Penalty: 3750.928711
	Iteration 31Q: 3 clusters Score -9669378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9669380.000000 Penalty: 3750.928711
	Iteration 32Q: 3 clusters Score -9669380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102689 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9669375.000000 Penalty: 3750.928711
	Iteration 33Q: 3 clusters Score -9669375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102690 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9669377.000000 Penalty: 3750.928711
	Iteration 34Q: 3 clusters Score -9669377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102691 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9669377.000000 Penalty: 3750.928711
	Iteration 35Q: 3 clusters Score -9669377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102692 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -9669374.000000 Penalty: 3750.928711
	Iteration 36Q: 3 clusters Score -9669374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102693 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9669385.000000 Penalty: 3750.928711
	Iteration 37Q: 3 clusters Score -9669385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9669389.000000 Penalty: 3750.928711
	Iteration 38Q: 3 clusters Score -9669389 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102694 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9669389.000000 Penalty: 3750.928711
	Iteration 39F: 3 clusters Score -9669389 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Entering Unmasked Estep 
Score: -451609.875000 Penalty: 1385.338745
	Iteration 0F: 2 clusters Score -451609.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -447642.375000 Penalty: 2770.677490
	Iteration 0F: 3 clusters Score -447642.4 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -448790.968750 Penalty: 2770.677490
	Iteration 1F: 3 clusters Score -448791 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -449027.187500 Penalty: 2770.677490
	Iteration 2F: 3 clusters Score -449027.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -449213.281250 Penalty: 2770.677490
	Iteration 3F: 3 clusters Score -449213.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -449344.968750 Penalty: 2770.677490
	Iteration 4Q: 3 clusters Score -449345 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -449449.781250 Penalty: 2770.677490
	Iteration 5Q: 3 clusters Score -449449.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -449555.500000 Penalty: 2770.677490
	Iteration 6Q: 3 clusters Score -449555.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -449674.750000 Penalty: 2770.677490
	Iteration 7Q: 3 clusters Score -449674.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -449815.468750 Penalty: 2770.677490
	Iteration 8Q: 3 clusters Score -449815.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -449971.375000 Penalty: 2770.677490
	Iteration 9Q: 3 clusters Score -449971.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -450169.937500 Penalty: 2770.677490
	Iteration 10Q: 3 clusters Score -450169.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -450404.031250 Penalty: 2770.677490
	Iteration 11Q: 3 clusters Score -450404 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -450598.562500 Penalty: 2770.677490
	Iteration 12Q: 3 clusters Score -450598.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -450800.500000 Penalty: 2770.677490
	Iteration 13Q: 3 clusters Score -450800.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -450940.375000 Penalty: 2770.677490
	Iteration 14Q: 3 clusters Score -450940.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -451017.468750 Penalty: 2770.677490
	Iteration 15Q: 3 clusters Score -451017.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -451065.031250 Penalty: 2770.677490
	Iteration 16Q: 3 clusters Score -451065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -451085.718750 Penalty: 2770.677490
	Iteration 17Q: 3 clusters Score -451085.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -451095.500000 Penalty: 2770.677490
	Iteration 18Q: 3 clusters Score -451095.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -451106.312500 Penalty: 2770.677490
	Iteration 19Q: 3 clusters Score -451106.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -451111.281250 Penalty: 2770.677490
	Iteration 20F: 3 clusters Score -451111.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -451114.093750 Penalty: 2770.677490
	Iteration 21Q: 3 clusters Score -451114.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -451115.687500 Penalty: 2770.677490
	Iteration 22Q: 3 clusters Score -451115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -451116.093750 Penalty: 2770.677490
	Iteration 23Q: 3 clusters Score -451116.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -451117.406250 Penalty: 2770.677490
	Iteration 24Q: 3 clusters Score -451117.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -451118.281250 Penalty: 2770.677490
	Iteration 25Q: 3 clusters Score -451118.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -451120.125000 Penalty: 2770.677490
	Iteration 26Q: 3 clusters Score -451120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -451120.562500 Penalty: 2770.677490
	Iteration 27Q: 3 clusters Score -451120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -451121.218750 Penalty: 2770.677490
	Iteration 28Q: 3 clusters Score -451121.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -451121.437500 Penalty: 2770.677490
	Iteration 29Q: 3 clusters Score -451121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -451121.875000 Penalty: 2770.677490
	Iteration 30Q: 3 clusters Score -451121.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -451121.375000 Penalty: 2770.677490
	Iteration 31Q: 3 clusters Score -451121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -451121.375000 Penalty: 2770.677490
	Iteration 32F: 3 clusters Score -451121.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Entering Unmasked Estep 
Score: -475879.375000 Penalty: 1384.951294
	Iteration 0F: 2 clusters Score -475879.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -471897.656250 Penalty: 2769.902588
	Iteration 0F: 3 clusters Score -471897.7 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -473010.406250 Penalty: 2769.902588
	Iteration 1F: 3 clusters Score -473010.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -473179.093750 Penalty: 2769.902588
	Iteration 2F: 3 clusters Score -473179.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -473290.500000 Penalty: 2769.902588
	Iteration 3Q: 3 clusters Score -473290.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -473375.187500 Penalty: 2769.902588
	Iteration 4Q: 3 clusters Score -473375.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -473444.156250 Penalty: 2769.902588
	Iteration 5Q: 3 clusters Score -473444.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -473489.906250 Penalty: 2769.902588
	Iteration 6Q: 3 clusters Score -473489.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -473536.500000 Penalty: 2769.902588
	Iteration 7Q: 3 clusters Score -473536.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -473578.500000 Penalty: 2769.902588
	Iteration 8Q: 3 clusters Score -473578.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -473617.781250 Penalty: 2769.902588
	Iteration 9Q: 3 clusters Score -473617.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -473658.156250 Penalty: 2769.902588
	Iteration 10Q: 3 clusters Score -473658.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -473707.875000 Penalty: 2769.902588
	Iteration 11Q: 3 clusters Score -473707.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -473749.531250 Penalty: 2769.902588
	Iteration 12Q: 3 clusters Score -473749.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -473793.406250 Penalty: 2769.902588
	Iteration 13Q: 3 clusters Score -473793.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -473849.625000 Penalty: 2769.902588
	Iteration 14Q: 3 clusters Score -473849.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -473922.781250 Penalty: 2769.902588
	Iteration 15Q: 3 clusters Score -473922.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -473995.906250 Penalty: 2769.902588
	Iteration 16Q: 3 clusters Score -473995.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -474059.593750 Penalty: 2769.902588
	Iteration 17Q: 3 clusters Score -474059.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -474124.812500 Penalty: 2769.902588
	Iteration 18Q: 3 clusters Score -474124.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -474186.875000 Penalty: 2769.902588
	Iteration 19Q: 3 clusters Score -474186.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -474258.843750 Penalty: 2769.902588
	Iteration 20F: 3 clusters Score -474258.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -474343.968750 Penalty: 2769.902588
	Iteration 21Q: 3 clusters Score -474344 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -474426.000000 Penalty: 2769.902588
	Iteration 22Q: 3 clusters Score -474426 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -474502.093750 Penalty: 2769.902588
	Iteration 23Q: 3 clusters Score -474502.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -474577.125000 Penalty: 2769.902588
	Iteration 24Q: 3 clusters Score -474577.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -474635.093750 Penalty: 2769.902588
	Iteration 25Q: 3 clusters Score -474635.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -474673.000000 Penalty: 2769.902588
	Iteration 26Q: 3 clusters Score -474673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -474706.875000 Penalty: 2769.902588
	Iteration 27Q: 3 clusters Score -474706.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -474734.593750 Penalty: 2769.902588
	Iteration 28Q: 3 clusters Score -474734.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -474750.375000 Penalty: 2769.902588
	Iteration 29Q: 3 clusters Score -474750.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -474757.625000 Penalty: 2769.902588
	Iteration 30Q: 3 clusters Score -474757.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -474769.843750 Penalty: 2769.902588
	Iteration 31Q: 3 clusters Score -474769.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -474778.062500 Penalty: 2769.902588
	Iteration 32Q: 3 clusters Score -474778.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -474785.593750 Penalty: 2769.902588
	Iteration 33Q: 3 clusters Score -474785.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -474790.312500 Penalty: 2769.902588
	Iteration 34Q: 3 clusters Score -474790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -474791.843750 Penalty: 2769.902588
	Iteration 35Q: 3 clusters Score -474791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -474792.687500 Penalty: 2769.902588
	Iteration 36Q: 3 clusters Score -474792.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -474794.156250 Penalty: 2769.902588
	Iteration 37Q: 3 clusters Score -474794.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -474794.156250 Penalty: 2769.902588
	Iteration 38F: 3 clusters Score -474794.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (108794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108794 members 
Entering Unmasked Estep 
Score: -10230914.000000 Penalty: 1884.546875
	Iteration 0F: 2 clusters Score -1.023091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -10158193.000000 Penalty: 3769.093750
	Iteration 0F: 3 clusters Score -1.015819e+07 nChanged 52113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 55401 members 
Entering Unmasked Estep 
Score: -10188606.000000 Penalty: 3769.093750
	Iteration 1F: 3 clusters Score -1.018861e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -10189513.000000 Penalty: 3769.093750
	Iteration 2Q: 3 clusters Score -1.018951e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -10190565.000000 Penalty: 3769.093750
	Iteration 3Q: 3 clusters Score -1.019056e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52766 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -10191706.000000 Penalty: 3769.093750
	Iteration 4Q: 3 clusters Score -1.019171e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -10192890.000000 Penalty: 3769.093750
	Iteration 5Q: 3 clusters Score -1.019289e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -10194211.000000 Penalty: 3769.093750
	Iteration 6Q: 3 clusters Score -1.019421e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 57259 members 
Entering Unmasked Estep 
Score: -10195645.000000 Penalty: 3769.093750
	Iteration 7Q: 3 clusters Score -1.019564e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 58192 members 
Entering Unmasked Estep 
Score: -10197233.000000 Penalty: 3769.093750
	Iteration 8Q: 3 clusters Score -1.019723e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 59579 members 
Entering Unmasked Estep 
Score: -10198951.000000 Penalty: 3769.093750
	Iteration 9Q: 3 clusters Score -1.019895e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
Score: -10200871.000000 Penalty: 3769.093750
	Iteration 10Q: 3 clusters Score -1.020087e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 63630 members 
Entering Unmasked Estep 
Score: -10203028.000000 Penalty: 3769.093750
	Iteration 11Q: 3 clusters Score -1.020303e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -10205290.000000 Penalty: 3769.093750
	Iteration 12Q: 3 clusters Score -1.020529e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 68273 members 
Entering Unmasked Estep 
Score: -10207654.000000 Penalty: 3769.093750
	Iteration 13Q: 3 clusters Score -1.020765e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -10209530.000000 Penalty: 3769.093750
	Iteration 14Q: 3 clusters Score -1.020953e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -10210864.000000 Penalty: 3769.093750
	Iteration 15Q: 3 clusters Score -1.021086e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -10211672.000000 Penalty: 3769.093750
	Iteration 16Q: 3 clusters Score -1.021167e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -10212251.000000 Penalty: 3769.093750
	Iteration 17Q: 3 clusters Score -1.021225e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 76996 members 
Entering Unmasked Estep 
Score: -10212794.000000 Penalty: 3769.093750
	Iteration 18Q: 3 clusters Score -1.021279e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -10213268.000000 Penalty: 3769.093750
	Iteration 19Q: 3 clusters Score -1.021327e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -10213845.000000 Penalty: 3769.093750
	Iteration 20F: 3 clusters Score -1.021384e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -10214512.000000 Penalty: 3769.093750
	Iteration 21Q: 3 clusters Score -1.021451e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 84571 members 
Entering Unmasked Estep 
Score: -10215165.000000 Penalty: 3769.093750
	Iteration 22Q: 3 clusters Score -1.021516e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 86704 members 
Entering Unmasked Estep 
Score: -10215997.000000 Penalty: 3769.093750
	Iteration 23Q: 3 clusters Score -1.0216e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -10216858.000000 Penalty: 3769.093750
	Iteration 24Q: 3 clusters Score -1.021686e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -10217975.000000 Penalty: 3769.093750
	Iteration 25Q: 3 clusters Score -1.021798e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 93754 members 
Entering Unmasked Estep 
Score: -10219163.000000 Penalty: 3769.093750
	Iteration 26Q: 3 clusters Score -1.021916e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 96120 members 
Entering Unmasked Estep 
Score: -10220448.000000 Penalty: 3769.093750
	Iteration 27Q: 3 clusters Score -1.022045e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 98455 members 
Entering Unmasked Estep 
Score: -10221848.000000 Penalty: 3769.093750
	Iteration 28Q: 3 clusters Score -1.022185e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 100742 members 
Entering Unmasked Estep 
Score: -10223334.000000 Penalty: 3769.093750
	Iteration 29Q: 3 clusters Score -1.022333e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -10224739.000000 Penalty: 3769.093750
	Iteration 30Q: 3 clusters Score -1.022474e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -10226123.000000 Penalty: 3769.093750
	Iteration 31Q: 3 clusters Score -1.022612e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 106132 members 
Entering Unmasked Estep 
Score: -10227298.000000 Penalty: 3769.093750
	Iteration 32Q: 3 clusters Score -1.02273e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 107134 members 
Entering Unmasked Estep 
Score: -10228082.000000 Penalty: 3769.093750
	Iteration 33Q: 3 clusters Score -1.022808e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 107765 members 
Entering Unmasked Estep 
Score: -10228561.000000 Penalty: 3769.093750
	Iteration 34Q: 3 clusters Score -1.022856e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -10228870.000000 Penalty: 3769.093750
	Iteration 35Q: 3 clusters Score -1.022887e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 108301 members 
Entering Unmasked Estep 
Score: -10229007.000000 Penalty: 3769.093750
	Iteration 36Q: 3 clusters Score -1.022901e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 108395 members 
Entering Unmasked Estep 
Score: -10229105.000000 Penalty: 3769.093750
	Iteration 37Q: 3 clusters Score -1.02291e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 108453 members 
Entering Unmasked Estep 
Score: -10229161.000000 Penalty: 3769.093750
	Iteration 38Q: 3 clusters Score -1.022916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 108492 members 
Entering Unmasked Estep 
Score: -10229207.000000 Penalty: 3769.093750
	Iteration 39Q: 3 clusters Score -1.022921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 108517 members 
Entering Unmasked Estep 
Score: -10229243.000000 Penalty: 3769.093750
	Iteration 40F: 3 clusters Score -1.022924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -10229255.000000 Penalty: 3769.093750
	Iteration 41Q: 3 clusters Score -1.022926e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 108535 members 
Entering Unmasked Estep 
Score: -10229262.000000 Penalty: 3769.093750
	Iteration 42Q: 3 clusters Score -1.022926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 108539 members 
Entering Unmasked Estep 
Score: -10229278.000000 Penalty: 3769.093750
	Iteration 43Q: 3 clusters Score -1.022928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 108543 members 
Entering Unmasked Estep 
Score: -10229279.000000 Penalty: 3769.093750
	Iteration 44Q: 3 clusters Score -1.022928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -10229278.000000 Penalty: 3769.093750
	Iteration 45Q: 3 clusters Score -1.022928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -10229281.000000 Penalty: 3769.093750
	Iteration 46Q: 3 clusters Score -1.022928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 108546 members 
Entering Unmasked Estep 
Score: -10229275.000000 Penalty: 3769.093750
	Iteration 47Q: 3 clusters Score -1.022928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -10229276.000000 Penalty: 3769.093750
	Iteration 48Q: 3 clusters Score -1.022928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -10229276.000000 Penalty: 3769.093750
	Iteration 49F: 3 clusters Score -1.022928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Entering Unmasked Estep 
Score: -4000027.500000 Penalty: 1728.353882
	Iteration 0F: 2 clusters Score -4000028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -3972091.500000 Penalty: 3456.707764
	Iteration 0F: 3 clusters Score -3972092 nChanged 19526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -3983089.750000 Penalty: 3456.707764
	Iteration 1F: 3 clusters Score -3983090 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -3983621.000000 Penalty: 3456.707764
	Iteration 2Q: 3 clusters Score -3983621 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3984287.000000 Penalty: 3456.707764
	Iteration 3Q: 3 clusters Score -3984287 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3985145.000000 Penalty: 3456.707764
	Iteration 4Q: 3 clusters Score -3985145 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3986217.750000 Penalty: 3456.707764
	Iteration 5F: 3 clusters Score -3986218 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3987517.500000 Penalty: 3456.707764
	Iteration 6F: 3 clusters Score -3987518 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3989080.000000 Penalty: 3456.707764
	Iteration 7F: 3 clusters Score -3989080 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3990891.500000 Penalty: 3456.707764
	Iteration 8F: 3 clusters Score -3990892 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3992787.000000 Penalty: 3456.707764
	Iteration 9F: 3 clusters Score -3992787 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3994713.000000 Penalty: 3456.707764
	Iteration 10F: 3 clusters Score -3994713 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3996346.500000 Penalty: 3456.707764
	Iteration 11Q: 3 clusters Score -3996346 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3997444.750000 Penalty: 3456.707764
	Iteration 12Q: 3 clusters Score -3997445 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3997989.750000 Penalty: 3456.707764
	Iteration 13Q: 3 clusters Score -3997990 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3998248.250000 Penalty: 3456.707764
	Iteration 14Q: 3 clusters Score -3998248 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3998371.750000 Penalty: 3456.707764
	Iteration 15Q: 3 clusters Score -3998372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3998449.500000 Penalty: 3456.707764
	Iteration 16Q: 3 clusters Score -3998450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3998488.750000 Penalty: 3456.707764
	Iteration 17Q: 3 clusters Score -3998489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3998519.250000 Penalty: 3456.707764
	Iteration 18Q: 3 clusters Score -3998519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3998542.500000 Penalty: 3456.707764
	Iteration 19Q: 3 clusters Score -3998542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3998549.500000 Penalty: 3456.707764
	Iteration 20F: 3 clusters Score -3998550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3998557.250000 Penalty: 3456.707764
	Iteration 21Q: 3 clusters Score -3998557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3998563.750000 Penalty: 3456.707764
	Iteration 22Q: 3 clusters Score -3998564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3998574.250000 Penalty: 3456.707764
	Iteration 23Q: 3 clusters Score -3998574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3998580.000000 Penalty: 3456.707764
	Iteration 24Q: 3 clusters Score -3998580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3998581.750000 Penalty: 3456.707764
	Iteration 25Q: 3 clusters Score -3998582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3998583.500000 Penalty: 3456.707764
	Iteration 26Q: 3 clusters Score -3998584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3998583.500000 Penalty: 3456.707764
	Iteration 27F: 3 clusters Score -3998584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Entering Unmasked Estep 
Score: -621782.875000 Penalty: 1425.624756
	Iteration 0F: 2 clusters Score -621782.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -616883.937500 Penalty: 2851.249512
	Iteration 0F: 3 clusters Score -616883.9 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -618376.937500 Penalty: 2851.249512
	Iteration 1F: 3 clusters Score -618376.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -618598.937500 Penalty: 2851.249512
	Iteration 2F: 3 clusters Score -618598.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -618750.500000 Penalty: 2851.249512
	Iteration 3Q: 3 clusters Score -618750.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -618879.125000 Penalty: 2851.249512
	Iteration 4Q: 3 clusters Score -618879.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -619011.500000 Penalty: 2851.249512
	Iteration 5Q: 3 clusters Score -619011.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -619125.000000 Penalty: 2851.249512
	Iteration 6Q: 3 clusters Score -619125 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -619248.437500 Penalty: 2851.249512
	Iteration 7Q: 3 clusters Score -619248.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -619369.875000 Penalty: 2851.249512
	Iteration 8Q: 3 clusters Score -619369.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -619489.937500 Penalty: 2851.249512
	Iteration 9Q: 3 clusters Score -619489.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -619600.250000 Penalty: 2851.249512
	Iteration 10Q: 3 clusters Score -619600.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -619721.625000 Penalty: 2851.249512
	Iteration 11Q: 3 clusters Score -619721.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -619828.187500 Penalty: 2851.249512
	Iteration 12Q: 3 clusters Score -619828.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -619913.312500 Penalty: 2851.249512
	Iteration 13Q: 3 clusters Score -619913.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -619976.312500 Penalty: 2851.249512
	Iteration 14Q: 3 clusters Score -619976.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -620036.625000 Penalty: 2851.249512
	Iteration 15Q: 3 clusters Score -620036.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -620086.812500 Penalty: 2851.249512
	Iteration 16Q: 3 clusters Score -620086.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -620127.000000 Penalty: 2851.249512
	Iteration 17Q: 3 clusters Score -620127 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -620162.625000 Penalty: 2851.249512
	Iteration 18Q: 3 clusters Score -620162.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -620183.750000 Penalty: 2851.249512
	Iteration 19Q: 3 clusters Score -620183.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -620200.875000 Penalty: 2851.249512
	Iteration 20F: 3 clusters Score -620200.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -620213.937500 Penalty: 2851.249512
	Iteration 21Q: 3 clusters Score -620213.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -620224.562500 Penalty: 2851.249512
	Iteration 22Q: 3 clusters Score -620224.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -620234.187500 Penalty: 2851.249512
	Iteration 23Q: 3 clusters Score -620234.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -620242.562500 Penalty: 2851.249512
	Iteration 24Q: 3 clusters Score -620242.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -620253.875000 Penalty: 2851.249512
	Iteration 25Q: 3 clusters Score -620253.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -620261.812500 Penalty: 2851.249512
	Iteration 26Q: 3 clusters Score -620261.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -620267.750000 Penalty: 2851.249512
	Iteration 27Q: 3 clusters Score -620267.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -620272.750000 Penalty: 2851.249512
	Iteration 28Q: 3 clusters Score -620272.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -620280.687500 Penalty: 2851.249512
	Iteration 29Q: 3 clusters Score -620280.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -620287.375000 Penalty: 2851.249512
	Iteration 30Q: 3 clusters Score -620287.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -620293.687500 Penalty: 2851.249512
	Iteration 31Q: 3 clusters Score -620293.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -620297.500000 Penalty: 2851.249512
	Iteration 32Q: 3 clusters Score -620297.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -620304.937500 Penalty: 2851.249512
	Iteration 33Q: 3 clusters Score -620304.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -620311.125000 Penalty: 2851.249512
	Iteration 34Q: 3 clusters Score -620311.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -620316.687500 Penalty: 2851.249512
	Iteration 35Q: 3 clusters Score -620316.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -620319.500000 Penalty: 2851.249512
	Iteration 36Q: 3 clusters Score -620319.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -620322.937500 Penalty: 2851.249512
	Iteration 37Q: 3 clusters Score -620322.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -620326.875000 Penalty: 2851.249512
	Iteration 38Q: 3 clusters Score -620326.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -620331.375000 Penalty: 2851.249512
	Iteration 39Q: 3 clusters Score -620331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -620333.125000 Penalty: 2851.249512
	Iteration 40F: 3 clusters Score -620333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -620333.062500 Penalty: 2851.249512
	Iteration 41Q: 3 clusters Score -620333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -620335.062500 Penalty: 2851.249512
	Iteration 42Q: 3 clusters Score -620335.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -620337.125000 Penalty: 2851.249512
	Iteration 43Q: 3 clusters Score -620337.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -620339.187500 Penalty: 2851.249512
	Iteration 44Q: 3 clusters Score -620339.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -620341.937500 Penalty: 2851.249512
	Iteration 45Q: 3 clusters Score -620341.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -620344.187500 Penalty: 2851.249512
	Iteration 46Q: 3 clusters Score -620344.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -620345.187500 Penalty: 2851.249512
	Iteration 47Q: 3 clusters Score -620345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -620348.062500 Penalty: 2851.249512
	Iteration 48Q: 3 clusters Score -620348.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -620350.937500 Penalty: 2851.249512
	Iteration 49Q: 3 clusters Score -620350.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -620351.875000 Penalty: 2851.249512
	Iteration 50Q: 3 clusters Score -620351.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -620354.500000 Penalty: 2851.249512
	Iteration 51Q: 3 clusters Score -620354.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -620354.812500 Penalty: 2851.249512
	Iteration 52Q: 3 clusters Score -620354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -620354.625000 Penalty: 2851.249512
	Iteration 53Q: 3 clusters Score -620354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -620354.687500 Penalty: 2851.249512
	Iteration 54Q: 3 clusters Score -620354.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -620356.562500 Penalty: 2851.249512
	Iteration 55Q: 3 clusters Score -620356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -620357.000000 Penalty: 2851.249512
	Iteration 56Q: 3 clusters Score -620357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -620357.437500 Penalty: 2851.249512
	Iteration 57Q: 3 clusters Score -620357.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -620359.000000 Penalty: 2851.249512
	Iteration 58Q: 3 clusters Score -620359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -620360.750000 Penalty: 2851.249512
	Iteration 59Q: 3 clusters Score -620360.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -620362.125000 Penalty: 2851.249512
	Iteration 60F: 3 clusters Score -620362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Entering Unmasked Estep 
Score: -849331.375000 Penalty: 1475.888916
	Iteration 0F: 2 clusters Score -849331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -842880.937500 Penalty: 2951.777832
	Iteration 0F: 3 clusters Score -842880.9 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -844896.187500 Penalty: 2951.777832
	Iteration 1F: 3 clusters Score -844896.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -845113.750000 Penalty: 2951.777832
	Iteration 2F: 3 clusters Score -845113.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -845267.437500 Penalty: 2951.777832
	Iteration 3Q: 3 clusters Score -845267.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -845410.750000 Penalty: 2951.777832
	Iteration 4Q: 3 clusters Score -845410.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -845568.812500 Penalty: 2951.777832
	Iteration 5Q: 3 clusters Score -845568.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -845733.812500 Penalty: 2951.777832
	Iteration 6Q: 3 clusters Score -845733.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -845913.500000 Penalty: 2951.777832
	Iteration 7Q: 3 clusters Score -845913.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -846108.625000 Penalty: 2951.777832
	Iteration 8Q: 3 clusters Score -846108.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -846362.562500 Penalty: 2951.777832
	Iteration 9Q: 3 clusters Score -846362.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -846653.562500 Penalty: 2951.777832
	Iteration 10Q: 3 clusters Score -846653.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -846963.062500 Penalty: 2951.777832
	Iteration 11Q: 3 clusters Score -846963.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -847249.312500 Penalty: 2951.777832
	Iteration 12Q: 3 clusters Score -847249.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -847499.125000 Penalty: 2951.777832
	Iteration 13Q: 3 clusters Score -847499.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -847672.687500 Penalty: 2951.777832
	Iteration 14Q: 3 clusters Score -847672.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -847779.812500 Penalty: 2951.777832
	Iteration 15Q: 3 clusters Score -847779.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -847867.312500 Penalty: 2951.777832
	Iteration 16Q: 3 clusters Score -847867.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -847928.250000 Penalty: 2951.777832
	Iteration 17Q: 3 clusters Score -847928.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -847973.812500 Penalty: 2951.777832
	Iteration 18Q: 3 clusters Score -847973.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -847997.687500 Penalty: 2951.777832
	Iteration 19Q: 3 clusters Score -847997.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -848018.000000 Penalty: 2951.777832
	Iteration 20F: 3 clusters Score -848018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -848033.687500 Penalty: 2951.777832
	Iteration 21Q: 3 clusters Score -848033.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -848044.000000 Penalty: 2951.777832
	Iteration 22Q: 3 clusters Score -848044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -848056.937500 Penalty: 2951.777832
	Iteration 23Q: 3 clusters Score -848056.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -848065.312500 Penalty: 2951.777832
	Iteration 24Q: 3 clusters Score -848065.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -848080.312500 Penalty: 2951.777832
	Iteration 25Q: 3 clusters Score -848080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -848089.187500 Penalty: 2951.777832
	Iteration 26Q: 3 clusters Score -848089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -848095.875000 Penalty: 2951.777832
	Iteration 27Q: 3 clusters Score -848095.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -848102.812500 Penalty: 2951.777832
	Iteration 28Q: 3 clusters Score -848102.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -848106.875000 Penalty: 2951.777832
	Iteration 29Q: 3 clusters Score -848106.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -848109.750000 Penalty: 2951.777832
	Iteration 30Q: 3 clusters Score -848109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -848112.687500 Penalty: 2951.777832
	Iteration 31Q: 3 clusters Score -848112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -848114.687500 Penalty: 2951.777832
	Iteration 32Q: 3 clusters Score -848114.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -848114.687500 Penalty: 2951.777832
	Iteration 33F: 3 clusters Score -848114.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (40547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Entering Unmasked Estep 
Score: -3923161.000000 Penalty: 1724.160278
	Iteration 0F: 2 clusters Score -3923161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -3895981.500000 Penalty: 3448.320557
	Iteration 0F: 3 clusters Score -3895982 nChanged 18944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3906683.250000 Penalty: 3448.320557
	Iteration 1F: 3 clusters Score -3906683 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3907139.250000 Penalty: 3448.320557
	Iteration 2Q: 3 clusters Score -3907139 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3907529.000000 Penalty: 3448.320557
	Iteration 3Q: 3 clusters Score -3907529 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -3907852.750000 Penalty: 3448.320557
	Iteration 4Q: 3 clusters Score -3907853 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -3908183.000000 Penalty: 3448.320557
	Iteration 5Q: 3 clusters Score -3908183 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3908481.750000 Penalty: 3448.320557
	Iteration 6Q: 3 clusters Score -3908482 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -3908825.250000 Penalty: 3448.320557
	Iteration 7Q: 3 clusters Score -3908825 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -3909217.500000 Penalty: 3448.320557
	Iteration 8Q: 3 clusters Score -3909218 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -3909660.250000 Penalty: 3448.320557
	Iteration 9Q: 3 clusters Score -3909660 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -3910297.250000 Penalty: 3448.320557
	Iteration 10Q: 3 clusters Score -3910297 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3911214.500000 Penalty: 3448.320557
	Iteration 11Q: 3 clusters Score -3911214 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -3912609.000000 Penalty: 3448.320557
	Iteration 12F: 3 clusters Score -3912609 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -3914161.750000 Penalty: 3448.320557
	Iteration 13F: 3 clusters Score -3914162 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3915360.000000 Penalty: 3448.320557
	Iteration 14Q: 3 clusters Score -3915360 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -3915900.750000 Penalty: 3448.320557
	Iteration 15Q: 3 clusters Score -3915901 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3916157.000000 Penalty: 3448.320557
	Iteration 16Q: 3 clusters Score -3916157 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -3916344.250000 Penalty: 3448.320557
	Iteration 17Q: 3 clusters Score -3916344 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3916484.750000 Penalty: 3448.320557
	Iteration 18Q: 3 clusters Score -3916485 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3916626.000000 Penalty: 3448.320557
	Iteration 19Q: 3 clusters Score -3916626 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -3916797.250000 Penalty: 3448.320557
	Iteration 20F: 3 clusters Score -3916797 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -3916988.000000 Penalty: 3448.320557
	Iteration 21Q: 3 clusters Score -3916988 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -3917175.500000 Penalty: 3448.320557
	Iteration 22Q: 3 clusters Score -3917176 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3917395.750000 Penalty: 3448.320557
	Iteration 23Q: 3 clusters Score -3917396 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3917601.750000 Penalty: 3448.320557
	Iteration 24Q: 3 clusters Score -3917602 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3917819.500000 Penalty: 3448.320557
	Iteration 25Q: 3 clusters Score -3917820 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -3918025.750000 Penalty: 3448.320557
	Iteration 26Q: 3 clusters Score -3918026 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -3918261.250000 Penalty: 3448.320557
	Iteration 27Q: 3 clusters Score -3918261 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 33155 members 
Entering Unmasked Estep 
Score: -3918470.750000 Penalty: 3448.320557
	Iteration 28Q: 3 clusters Score -3918471 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -3918705.000000 Penalty: 3448.320557
	Iteration 29Q: 3 clusters Score -3918705 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -3918949.750000 Penalty: 3448.320557
	Iteration 30Q: 3 clusters Score -3918950 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -3919190.250000 Penalty: 3448.320557
	Iteration 31Q: 3 clusters Score -3919190 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -3919450.500000 Penalty: 3448.320557
	Iteration 32Q: 3 clusters Score -3919450 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3919743.750000 Penalty: 3448.320557
	Iteration 33Q: 3 clusters Score -3919744 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -3920034.000000 Penalty: 3448.320557
	Iteration 34Q: 3 clusters Score -3920034 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -3920266.250000 Penalty: 3448.320557
	Iteration 35Q: 3 clusters Score -3920266 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -3920528.250000 Penalty: 3448.320557
	Iteration 36Q: 3 clusters Score -3920528 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -3920751.250000 Penalty: 3448.320557
	Iteration 37Q: 3 clusters Score -3920751 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -3920974.000000 Penalty: 3448.320557
	Iteration 38Q: 3 clusters Score -3920974 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -3921194.750000 Penalty: 3448.320557
	Iteration 39Q: 3 clusters Score -3921195 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -3921395.000000 Penalty: 3448.320557
	Iteration 40F: 3 clusters Score -3921395 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -3921538.500000 Penalty: 3448.320557
	Iteration 41Q: 3 clusters Score -3921538 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -3921654.750000 Penalty: 3448.320557
	Iteration 42Q: 3 clusters Score -3921655 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -3921748.250000 Penalty: 3448.320557
	Iteration 43Q: 3 clusters Score -3921748 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -3921822.250000 Penalty: 3448.320557
	Iteration 44Q: 3 clusters Score -3921822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -3921873.750000 Penalty: 3448.320557
	Iteration 45Q: 3 clusters Score -3921874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -3921920.250000 Penalty: 3448.320557
	Iteration 46Q: 3 clusters Score -3921920 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -3921934.250000 Penalty: 3448.320557
	Iteration 47Q: 3 clusters Score -3921934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -3921939.750000 Penalty: 3448.320557
	Iteration 48Q: 3 clusters Score -3921940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -3921946.250000 Penalty: 3448.320557
	Iteration 49Q: 3 clusters Score -3921946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -3921949.750000 Penalty: 3448.320557
	Iteration 50Q: 3 clusters Score -3921950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -3921955.500000 Penalty: 3448.320557
	Iteration 51Q: 3 clusters Score -3921956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -3921963.750000 Penalty: 3448.320557
	Iteration 52Q: 3 clusters Score -3921964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -3921969.500000 Penalty: 3448.320557
	Iteration 53Q: 3 clusters Score -3921970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -3921977.500000 Penalty: 3448.320557
	Iteration 54Q: 3 clusters Score -3921978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -3921978.750000 Penalty: 3448.320557
	Iteration 55Q: 3 clusters Score -3921979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -3921979.000000 Penalty: 3448.320557
	Iteration 56Q: 3 clusters Score -3921979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -3921979.750000 Penalty: 3448.320557
	Iteration 57Q: 3 clusters Score -3921980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -3921981.250000 Penalty: 3448.320557
	Iteration 58F: 3 clusters Score -3921981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -3921984.250000 Penalty: 3448.320557
	Iteration 59Q: 3 clusters Score -3921984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -3921986.750000 Penalty: 3448.320557
	Iteration 60F: 3 clusters Score -3921987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -3921991.000000 Penalty: 3448.320557
	Iteration 61Q: 3 clusters Score -3921991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -3921988.000000 Penalty: 3448.320557
	Iteration 62Q: 3 clusters Score -3921988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -3921990.250000 Penalty: 3448.320557
	Iteration 63Q: 3 clusters Score -3921990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -3921987.250000 Penalty: 3448.320557
	Iteration 64Q: 3 clusters Score -3921987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -3921991.000000 Penalty: 3448.320557
	Iteration 65Q: 3 clusters Score -3921991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -3922000.750000 Penalty: 3448.320557
	Iteration 66Q: 3 clusters Score -3922001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -3921999.750000 Penalty: 3448.320557
	Iteration 67Q: 3 clusters Score -3922000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -3921998.750000 Penalty: 3448.320557
	Iteration 68Q: 3 clusters Score -3921999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -3921999.500000 Penalty: 3448.320557
	Iteration 69Q: 3 clusters Score -3922000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -3921997.500000 Penalty: 3448.320557
	Iteration 70Q: 3 clusters Score -3921998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -3921996.750000 Penalty: 3448.320557
	Iteration 71Q: 3 clusters Score -3921997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -3921998.000000 Penalty: 3448.320557
	Iteration 72Q: 3 clusters Score -3921998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -3921998.000000 Penalty: 3448.320557
	Iteration 73F: 3 clusters Score -3921998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Entering Unmasked Estep 
Score: -585052.187500 Penalty: 1425.196411
	Iteration 0F: 2 clusters Score -585052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -580185.437500 Penalty: 2850.392822
	Iteration 0F: 3 clusters Score -580185.4 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -581697.812500 Penalty: 2850.392822
	Iteration 1F: 3 clusters Score -581697.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -581891.562500 Penalty: 2850.392822
	Iteration 2F: 3 clusters Score -581891.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -582017.125000 Penalty: 2850.392822
	Iteration 3Q: 3 clusters Score -582017.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -582112.187500 Penalty: 2850.392822
	Iteration 4Q: 3 clusters Score -582112.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -582194.437500 Penalty: 2850.392822
	Iteration 5Q: 3 clusters Score -582194.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -582275.625000 Penalty: 2850.392822
	Iteration 6Q: 3 clusters Score -582275.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -582350.500000 Penalty: 2850.392822
	Iteration 7Q: 3 clusters Score -582350.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -582438.687500 Penalty: 2850.392822
	Iteration 8Q: 3 clusters Score -582438.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -582530.437500 Penalty: 2850.392822
	Iteration 9Q: 3 clusters Score -582530.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -582619.062500 Penalty: 2850.392822
	Iteration 10Q: 3 clusters Score -582619.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -582693.750000 Penalty: 2850.392822
	Iteration 11Q: 3 clusters Score -582693.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -582765.312500 Penalty: 2850.392822
	Iteration 12Q: 3 clusters Score -582765.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -582850.125000 Penalty: 2850.392822
	Iteration 13Q: 3 clusters Score -582850.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -582948.187500 Penalty: 2850.392822
	Iteration 14Q: 3 clusters Score -582948.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -583048.125000 Penalty: 2850.392822
	Iteration 15Q: 3 clusters Score -583048.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -583142.000000 Penalty: 2850.392822
	Iteration 16Q: 3 clusters Score -583142 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -583236.500000 Penalty: 2850.392822
	Iteration 17Q: 3 clusters Score -583236.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -583330.687500 Penalty: 2850.392822
	Iteration 18Q: 3 clusters Score -583330.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -583421.375000 Penalty: 2850.392822
	Iteration 19Q: 3 clusters Score -583421.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -583512.062500 Penalty: 2850.392822
	Iteration 20F: 3 clusters Score -583512.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -583602.937500 Penalty: 2850.392822
	Iteration 21Q: 3 clusters Score -583602.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -583675.000000 Penalty: 2850.392822
	Iteration 22Q: 3 clusters Score -583675 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -583734.562500 Penalty: 2850.392822
	Iteration 23Q: 3 clusters Score -583734.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -583786.125000 Penalty: 2850.392822
	Iteration 24Q: 3 clusters Score -583786.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -583830.437500 Penalty: 2850.392822
	Iteration 25Q: 3 clusters Score -583830.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -583867.562500 Penalty: 2850.392822
	Iteration 26Q: 3 clusters Score -583867.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -583896.937500 Penalty: 2850.392822
	Iteration 27Q: 3 clusters Score -583896.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -583927.500000 Penalty: 2850.392822
	Iteration 28Q: 3 clusters Score -583927.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -583953.437500 Penalty: 2850.392822
	Iteration 29Q: 3 clusters Score -583953.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -583975.125000 Penalty: 2850.392822
	Iteration 30Q: 3 clusters Score -583975.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -583993.500000 Penalty: 2850.392822
	Iteration 31Q: 3 clusters Score -583993.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -584012.187500 Penalty: 2850.392822
	Iteration 32Q: 3 clusters Score -584012.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -584035.562500 Penalty: 2850.392822
	Iteration 33Q: 3 clusters Score -584035.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -584060.250000 Penalty: 2850.392822
	Iteration 34Q: 3 clusters Score -584060.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -584075.625000 Penalty: 2850.392822
	Iteration 35Q: 3 clusters Score -584075.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -584086.000000 Penalty: 2850.392822
	Iteration 36Q: 3 clusters Score -584086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -584095.375000 Penalty: 2850.392822
	Iteration 37Q: 3 clusters Score -584095.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -584109.750000 Penalty: 2850.392822
	Iteration 38Q: 3 clusters Score -584109.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -584124.437500 Penalty: 2850.392822
	Iteration 39Q: 3 clusters Score -584124.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -584135.625000 Penalty: 2850.392822
	Iteration 40F: 3 clusters Score -584135.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -584149.125000 Penalty: 2850.392822
	Iteration 41Q: 3 clusters Score -584149.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -584160.375000 Penalty: 2850.392822
	Iteration 42Q: 3 clusters Score -584160.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -584168.687500 Penalty: 2850.392822
	Iteration 43Q: 3 clusters Score -584168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -584172.687500 Penalty: 2850.392822
	Iteration 44Q: 3 clusters Score -584172.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -584175.000000 Penalty: 2850.392822
	Iteration 45Q: 3 clusters Score -584175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -584176.937500 Penalty: 2850.392822
	Iteration 46Q: 3 clusters Score -584176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -584178.375000 Penalty: 2850.392822
	Iteration 47Q: 3 clusters Score -584178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -584178.750000 Penalty: 2850.392822
	Iteration 48Q: 3 clusters Score -584178.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -584179.437500 Penalty: 2850.392822
	Iteration 49Q: 3 clusters Score -584179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -584179.875000 Penalty: 2850.392822
	Iteration 50Q: 3 clusters Score -584179.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -584180.375000 Penalty: 2850.392822
	Iteration 51Q: 3 clusters Score -584180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -584180.187500 Penalty: 2850.392822
	Iteration 52Q: 3 clusters Score -584180.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -584180.187500 Penalty: 2850.392822
	Iteration 53F: 3 clusters Score -584180.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -435747.312500 Penalty: 1383.686035
	Iteration 0F: 2 clusters Score -435747.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -431852.656250 Penalty: 2767.372070
	Iteration 0F: 3 clusters Score -431852.7 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -433128.437500 Penalty: 2767.372070
	Iteration 1F: 3 clusters Score -433128.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -433461.093750 Penalty: 2767.372070
	Iteration 2F: 3 clusters Score -433461.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -433743.906250 Penalty: 2767.372070
	Iteration 3F: 3 clusters Score -433743.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -433987.593750 Penalty: 2767.372070
	Iteration 4F: 3 clusters Score -433987.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -434201.625000 Penalty: 2767.372070
	Iteration 5F: 3 clusters Score -434201.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -434391.062500 Penalty: 2767.372070
	Iteration 6F: 3 clusters Score -434391.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -434495.468750 Penalty: 2767.372070
	Iteration 7Q: 3 clusters Score -434495.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -434565.843750 Penalty: 2767.372070
	Iteration 8Q: 3 clusters Score -434565.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -434625.375000 Penalty: 2767.372070
	Iteration 9Q: 3 clusters Score -434625.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -434668.062500 Penalty: 2767.372070
	Iteration 10Q: 3 clusters Score -434668.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -434711.937500 Penalty: 2767.372070
	Iteration 11Q: 3 clusters Score -434711.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -434746.687500 Penalty: 2767.372070
	Iteration 12Q: 3 clusters Score -434746.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -434788.125000 Penalty: 2767.372070
	Iteration 13Q: 3 clusters Score -434788.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -434826.656250 Penalty: 2767.372070
	Iteration 14Q: 3 clusters Score -434826.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -434867.062500 Penalty: 2767.372070
	Iteration 15Q: 3 clusters Score -434867.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -434903.906250 Penalty: 2767.372070
	Iteration 16Q: 3 clusters Score -434903.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -434941.468750 Penalty: 2767.372070
	Iteration 17Q: 3 clusters Score -434941.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -434988.906250 Penalty: 2767.372070
	Iteration 18Q: 3 clusters Score -434988.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -435045.562500 Penalty: 2767.372070
	Iteration 19Q: 3 clusters Score -435045.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -435105.843750 Penalty: 2767.372070
	Iteration 20F: 3 clusters Score -435105.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -435170.656250 Penalty: 2767.372070
	Iteration 21Q: 3 clusters Score -435170.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -435232.031250 Penalty: 2767.372070
	Iteration 22Q: 3 clusters Score -435232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -435286.468750 Penalty: 2767.372070
	Iteration 23Q: 3 clusters Score -435286.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -435329.562500 Penalty: 2767.372070
	Iteration 24Q: 3 clusters Score -435329.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -435347.250000 Penalty: 2767.372070
	Iteration 25Q: 3 clusters Score -435347.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -435359.843750 Penalty: 2767.372070
	Iteration 26Q: 3 clusters Score -435359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -435365.343750 Penalty: 2767.372070
	Iteration 27Q: 3 clusters Score -435365.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -435369.968750 Penalty: 2767.372070
	Iteration 28Q: 3 clusters Score -435370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -435370.656250 Penalty: 2767.372070
	Iteration 29Q: 3 clusters Score -435370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -435373.250000 Penalty: 2767.372070
	Iteration 30Q: 3 clusters Score -435373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -435375.593750 Penalty: 2767.372070
	Iteration 31Q: 3 clusters Score -435375.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -435375.656250 Penalty: 2767.372070
	Iteration 32Q: 3 clusters Score -435375.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -435376.718750 Penalty: 2767.372070
	Iteration 33Q: 3 clusters Score -435376.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -435376.968750 Penalty: 2767.372070
	Iteration 34Q: 3 clusters Score -435377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -435376.968750 Penalty: 2767.372070
	Iteration 35F: 3 clusters Score -435377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -136727.171875 Penalty: 1198.479004
	Iteration 0F: 2 clusters Score -136727.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -134905.062500 Penalty: 2396.958008
	Iteration 0F: 3 clusters Score -134905.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -135384.859375 Penalty: 2396.958008
	Iteration 1F: 3 clusters Score -135384.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -135600.718750 Penalty: 2396.958008
	Iteration 2F: 3 clusters Score -135600.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -135774.843750 Penalty: 2396.958008
	Iteration 3F: 3 clusters Score -135774.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -135899.437500 Penalty: 2396.958008
	Iteration 4F: 3 clusters Score -135899.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -135971.906250 Penalty: 2396.958008
	Iteration 5Q: 3 clusters Score -135971.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -136018.187500 Penalty: 2396.958008
	Iteration 6Q: 3 clusters Score -136018.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -136048.140625 Penalty: 2396.958008
	Iteration 7Q: 3 clusters Score -136048.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -136078.468750 Penalty: 2396.958008
	Iteration 8Q: 3 clusters Score -136078.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -136100.828125 Penalty: 2396.958008
	Iteration 9Q: 3 clusters Score -136100.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -136113.843750 Penalty: 2396.958008
	Iteration 10Q: 3 clusters Score -136113.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -136125.718750 Penalty: 2396.958008
	Iteration 11Q: 3 clusters Score -136125.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -136138.906250 Penalty: 2396.958008
	Iteration 12Q: 3 clusters Score -136138.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -136154.375000 Penalty: 2396.958008
	Iteration 13Q: 3 clusters Score -136154.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -136163.906250 Penalty: 2396.958008
	Iteration 14Q: 3 clusters Score -136163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -136169.781250 Penalty: 2396.958008
	Iteration 15Q: 3 clusters Score -136169.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -136182.890625 Penalty: 2396.958008
	Iteration 16Q: 3 clusters Score -136182.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -136190.875000 Penalty: 2396.958008
	Iteration 17Q: 3 clusters Score -136190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -136204.921875 Penalty: 2396.958008
	Iteration 18Q: 3 clusters Score -136204.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -136215.687500 Penalty: 2396.958008
	Iteration 19Q: 3 clusters Score -136215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -136217.718750 Penalty: 2396.958008
	Iteration 20F: 3 clusters Score -136217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -136221.031250 Penalty: 2396.958008
	Iteration 21Q: 3 clusters Score -136221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -136236.640625 Penalty: 2396.958008
	Iteration 22Q: 3 clusters Score -136236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -136240.531250 Penalty: 2396.958008
	Iteration 23Q: 3 clusters Score -136240.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -136243.671875 Penalty: 2396.958008
	Iteration 24Q: 3 clusters Score -136243.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -136246.437500 Penalty: 2396.958008
	Iteration 25Q: 3 clusters Score -136246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -136248.156250 Penalty: 2396.958008
	Iteration 26Q: 3 clusters Score -136248.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -136251.687500 Penalty: 2396.958008
	Iteration 27Q: 3 clusters Score -136251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -136253.093750 Penalty: 2396.958008
	Iteration 28Q: 3 clusters Score -136253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -136253.890625 Penalty: 2396.958008
	Iteration 29Q: 3 clusters Score -136253.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -136253.890625 Penalty: 2396.958008
	Iteration 30F: 3 clusters Score -136253.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -107217.179688 Penalty: 1158.380615
	Iteration 0F: 2 clusters Score -107217.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -105705.687500 Penalty: 2316.761230
	Iteration 0F: 3 clusters Score -105705.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -106248.515625 Penalty: 2316.761230
	Iteration 1F: 3 clusters Score -106248.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106485.875000 Penalty: 2316.761230
	Iteration 2F: 3 clusters Score -106485.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -106675.140625 Penalty: 2316.761230
	Iteration 3F: 3 clusters Score -106675.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -106806.578125 Penalty: 2316.761230
	Iteration 4Q: 3 clusters Score -106806.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106924.484375 Penalty: 2316.761230
	Iteration 5Q: 3 clusters Score -106924.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107041.851562 Penalty: 2316.761230
	Iteration 6Q: 3 clusters Score -107041.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -107117.968750 Penalty: 2316.761230
	Iteration 7Q: 3 clusters Score -107118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -107153.632812 Penalty: 2316.761230
	Iteration 8Q: 3 clusters Score -107153.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -107174.265625 Penalty: 2316.761230
	Iteration 9Q: 3 clusters Score -107174.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -107192.921875 Penalty: 2316.761230
	Iteration 10Q: 3 clusters Score -107192.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -107210.523438 Penalty: 2316.761230
	Iteration 11Q: 3 clusters Score -107210.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -107229.242188 Penalty: 2316.761230
	Iteration 12Q: 3 clusters Score -107229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -107248.406250 Penalty: 2316.761230
	Iteration 13Q: 3 clusters Score -107248.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -107262.312500 Penalty: 2316.761230
	Iteration 14Q: 3 clusters Score -107262.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -107271.820312 Penalty: 2316.761230
	Iteration 15Q: 3 clusters Score -107271.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -107277.039062 Penalty: 2316.761230
	Iteration 16Q: 3 clusters Score -107277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -107279.046875 Penalty: 2316.761230
	Iteration 17Q: 3 clusters Score -107279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -107280.757812 Penalty: 2316.761230
	Iteration 18Q: 3 clusters Score -107280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -107281.632812 Penalty: 2316.761230
	Iteration 19Q: 3 clusters Score -107281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -107281.632812 Penalty: 2316.761230
	Iteration 20F: 3 clusters Score -107281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 102880 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 5028 members 
Mstep: Class 4 contains 108794 members 
Mstep: Class 5 contains 41607 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 40547 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 4989 members 
Mstep: Class 11 contains 1596 members 
Mstep: Class 12 contains 721 members 
Mstep: Class 13 contains 3781 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 150478 members 
Mstep: Class 17 contains 6563 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 10077 members 
Mstep: Class 21 contains 25096 members 
Mstep: Class 22 contains 4598 members 
Mstep: Class 23 contains 526 members 
Entering Unmasked Estep 
Score: -52389056.000000 Penalty: 49519.097656
Splitting cluster 12 changes total score from -52390004.000000 to -52389056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -351976.062500 Penalty: 1338.633301
	Iteration 0F: 2 clusters Score -351976.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -348790.343750 Penalty: 2677.266602
	Iteration 0F: 3 clusters Score -348790.3 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -349603.156250 Penalty: 2677.266602
	Iteration 1F: 3 clusters Score -349603.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -349726.156250 Penalty: 2677.266602
	Iteration 2F: 3 clusters Score -349726.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -349808.843750 Penalty: 2677.266602
	Iteration 3Q: 3 clusters Score -349808.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -349876.562500 Penalty: 2677.266602
	Iteration 4Q: 3 clusters Score -349876.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -349942.000000 Penalty: 2677.266602
	Iteration 5Q: 3 clusters Score -349942 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -349997.156250 Penalty: 2677.266602
	Iteration 6Q: 3 clusters Score -349997.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -350047.281250 Penalty: 2677.266602
	Iteration 7Q: 3 clusters Score -350047.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -350096.750000 Penalty: 2677.266602
	Iteration 8Q: 3 clusters Score -350096.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -350157.093750 Penalty: 2677.266602
	Iteration 9Q: 3 clusters Score -350157.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -350210.968750 Penalty: 2677.266602
	Iteration 10Q: 3 clusters Score -350211 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -350267.218750 Penalty: 2677.266602
	Iteration 11Q: 3 clusters Score -350267.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -350308.187500 Penalty: 2677.266602
	Iteration 12Q: 3 clusters Score -350308.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -350348.531250 Penalty: 2677.266602
	Iteration 13Q: 3 clusters Score -350348.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -350389.187500 Penalty: 2677.266602
	Iteration 14Q: 3 clusters Score -350389.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -350433.500000 Penalty: 2677.266602
	Iteration 15Q: 3 clusters Score -350433.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -350486.000000 Penalty: 2677.266602
	Iteration 16Q: 3 clusters Score -350486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -350533.812500 Penalty: 2677.266602
	Iteration 17Q: 3 clusters Score -350533.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -350579.937500 Penalty: 2677.266602
	Iteration 18Q: 3 clusters Score -350579.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -350634.125000 Penalty: 2677.266602
	Iteration 19Q: 3 clusters Score -350634.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -350675.968750 Penalty: 2677.266602
	Iteration 20F: 3 clusters Score -350676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -350699.218750 Penalty: 2677.266602
	Iteration 21Q: 3 clusters Score -350699.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -350716.062500 Penalty: 2677.266602
	Iteration 22Q: 3 clusters Score -350716.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -350731.625000 Penalty: 2677.266602
	Iteration 23Q: 3 clusters Score -350731.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -350744.468750 Penalty: 2677.266602
	Iteration 24Q: 3 clusters Score -350744.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -350756.250000 Penalty: 2677.266602
	Iteration 25Q: 3 clusters Score -350756.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -350770.500000 Penalty: 2677.266602
	Iteration 26Q: 3 clusters Score -350770.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -350782.531250 Penalty: 2677.266602
	Iteration 27Q: 3 clusters Score -350782.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -350791.562500 Penalty: 2677.266602
	Iteration 28Q: 3 clusters Score -350791.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -350803.812500 Penalty: 2677.266602
	Iteration 29Q: 3 clusters Score -350803.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -350815.312500 Penalty: 2677.266602
	Iteration 30Q: 3 clusters Score -350815.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -350821.625000 Penalty: 2677.266602
	Iteration 31Q: 3 clusters Score -350821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -350824.968750 Penalty: 2677.266602
	Iteration 32Q: 3 clusters Score -350825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -350827.687500 Penalty: 2677.266602
	Iteration 33Q: 3 clusters Score -350827.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -350831.437500 Penalty: 2677.266602
	Iteration 34Q: 3 clusters Score -350831.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -350837.125000 Penalty: 2677.266602
	Iteration 35Q: 3 clusters Score -350837.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -350843.687500 Penalty: 2677.266602
	Iteration 36Q: 3 clusters Score -350843.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -350851.375000 Penalty: 2677.266602
	Iteration 37Q: 3 clusters Score -350851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -350860.687500 Penalty: 2677.266602
	Iteration 38Q: 3 clusters Score -350860.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -350872.187500 Penalty: 2677.266602
	Iteration 39Q: 3 clusters Score -350872.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -350879.093750 Penalty: 2677.266602
	Iteration 40F: 3 clusters Score -350879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -350885.093750 Penalty: 2677.266602
	Iteration 41Q: 3 clusters Score -350885.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -350891.375000 Penalty: 2677.266602
	Iteration 42Q: 3 clusters Score -350891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -350894.500000 Penalty: 2677.266602
	Iteration 43Q: 3 clusters Score -350894.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -350900.218750 Penalty: 2677.266602
	Iteration 44Q: 3 clusters Score -350900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -350904.687500 Penalty: 2677.266602
	Iteration 45Q: 3 clusters Score -350904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -350907.062500 Penalty: 2677.266602
	Iteration 46Q: 3 clusters Score -350907.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -350908.750000 Penalty: 2677.266602
	Iteration 47Q: 3 clusters Score -350908.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -350910.000000 Penalty: 2677.266602
	Iteration 48Q: 3 clusters Score -350910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -350914.125000 Penalty: 2677.266602
	Iteration 49Q: 3 clusters Score -350914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -350917.312500 Penalty: 2677.266602
	Iteration 50Q: 3 clusters Score -350917.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -350923.218750 Penalty: 2677.266602
	Iteration 51Q: 3 clusters Score -350923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -350926.343750 Penalty: 2677.266602
	Iteration 52Q: 3 clusters Score -350926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -350926.906250 Penalty: 2677.266602
	Iteration 53Q: 3 clusters Score -350926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -350926.906250 Penalty: 2677.266602
	Iteration 54F: 3 clusters Score -350926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Entering Unmasked Estep 
Score: -2211132.500000 Penalty: 1631.483154
	Iteration 0F: 2 clusters Score -2211132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2195569.250000 Penalty: 3262.966309
	Iteration 0F: 3 clusters Score -2195569 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2201315.500000 Penalty: 3262.966309
	Iteration 1F: 3 clusters Score -2201316 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2201823.500000 Penalty: 3262.966309
	Iteration 2F: 3 clusters Score -2201824 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2202503.000000 Penalty: 3262.966309
	Iteration 3F: 3 clusters Score -2202503 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2203564.500000 Penalty: 3262.966309
	Iteration 4F: 3 clusters Score -2203564 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2204928.750000 Penalty: 3262.966309
	Iteration 5F: 3 clusters Score -2204929 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2206362.750000 Penalty: 3262.966309
	Iteration 6F: 3 clusters Score -2206363 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2207570.750000 Penalty: 3262.966309
	Iteration 7F: 3 clusters Score -2207571 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2208421.000000 Penalty: 3262.966309
	Iteration 8Q: 3 clusters Score -2208421 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2208917.750000 Penalty: 3262.966309
	Iteration 9Q: 3 clusters Score -2208918 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2209228.250000 Penalty: 3262.966309
	Iteration 10Q: 3 clusters Score -2209228 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2209424.500000 Penalty: 3262.966309
	Iteration 11Q: 3 clusters Score -2209424 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2209552.250000 Penalty: 3262.966309
	Iteration 12Q: 3 clusters Score -2209552 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2209647.250000 Penalty: 3262.966309
	Iteration 13Q: 3 clusters Score -2209647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2209728.250000 Penalty: 3262.966309
	Iteration 14Q: 3 clusters Score -2209728 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2209793.250000 Penalty: 3262.966309
	Iteration 15Q: 3 clusters Score -2209793 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2209841.250000 Penalty: 3262.966309
	Iteration 16Q: 3 clusters Score -2209841 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2209881.000000 Penalty: 3262.966309
	Iteration 17Q: 3 clusters Score -2209881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2209901.250000 Penalty: 3262.966309
	Iteration 18Q: 3 clusters Score -2209901 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2209926.000000 Penalty: 3262.966309
	Iteration 19Q: 3 clusters Score -2209926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2209944.000000 Penalty: 3262.966309
	Iteration 20F: 3 clusters Score -2209944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2209961.250000 Penalty: 3262.966309
	Iteration 21Q: 3 clusters Score -2209961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2209968.500000 Penalty: 3262.966309
	Iteration 22Q: 3 clusters Score -2209968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2209985.750000 Penalty: 3262.966309
	Iteration 23Q: 3 clusters Score -2209986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2209989.750000 Penalty: 3262.966309
	Iteration 24Q: 3 clusters Score -2209990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2209997.000000 Penalty: 3262.966309
	Iteration 25Q: 3 clusters Score -2209997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2210004.500000 Penalty: 3262.966309
	Iteration 26Q: 3 clusters Score -2210004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2210010.000000 Penalty: 3262.966309
	Iteration 27Q: 3 clusters Score -2210010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2210008.500000 Penalty: 3262.966309
	Iteration 28Q: 3 clusters Score -2210008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2210012.250000 Penalty: 3262.966309
	Iteration 29Q: 3 clusters Score -2210012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2210013.750000 Penalty: 3262.966309
	Iteration 30Q: 3 clusters Score -2210014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2210015.000000 Penalty: 3262.966309
	Iteration 31Q: 3 clusters Score -2210015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2210015.000000 Penalty: 3262.966309
	Iteration 32Q: 3 clusters Score -2210015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2210016.250000 Penalty: 3262.966309
	Iteration 33Q: 3 clusters Score -2210016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2210017.500000 Penalty: 3262.966309
	Iteration 34Q: 3 clusters Score -2210018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2210017.500000 Penalty: 3262.966309
	Iteration 35F: 3 clusters Score -2210018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Entering Unmasked Estep 
Score: -407143.125000 Penalty: 1375.948120
	Iteration 0F: 2 clusters Score -407143.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -403427.812500 Penalty: 2751.896240
	Iteration 0F: 3 clusters Score -403427.8 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -404732.093750 Penalty: 2751.896240
	Iteration 1F: 3 clusters Score -404732.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -405165.937500 Penalty: 2751.896240
	Iteration 2F: 3 clusters Score -405165.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -405570.406250 Penalty: 2751.896240
	Iteration 3F: 3 clusters Score -405570.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -405888.562500 Penalty: 2751.896240
	Iteration 4F: 3 clusters Score -405888.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -406156.531250 Penalty: 2751.896240
	Iteration 5F: 3 clusters Score -406156.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -406343.156250 Penalty: 2751.896240
	Iteration 6F: 3 clusters Score -406343.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -406424.531250 Penalty: 2751.896240
	Iteration 7Q: 3 clusters Score -406424.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -406457.375000 Penalty: 2751.896240
	Iteration 8Q: 3 clusters Score -406457.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -406478.781250 Penalty: 2751.896240
	Iteration 9Q: 3 clusters Score -406478.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -406491.468750 Penalty: 2751.896240
	Iteration 10Q: 3 clusters Score -406491.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -406500.812500 Penalty: 2751.896240
	Iteration 11Q: 3 clusters Score -406500.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -406509.031250 Penalty: 2751.896240
	Iteration 12Q: 3 clusters Score -406509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -406514.781250 Penalty: 2751.896240
	Iteration 13Q: 3 clusters Score -406514.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -406518.000000 Penalty: 2751.896240
	Iteration 14Q: 3 clusters Score -406518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -406519.781250 Penalty: 2751.896240
	Iteration 15Q: 3 clusters Score -406519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -406521.500000 Penalty: 2751.896240
	Iteration 16Q: 3 clusters Score -406521.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -406523.375000 Penalty: 2751.896240
	Iteration 17Q: 3 clusters Score -406523.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -406525.281250 Penalty: 2751.896240
	Iteration 18Q: 3 clusters Score -406525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -406525.468750 Penalty: 2751.896240
	Iteration 19Q: 3 clusters Score -406525.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -406526.656250 Penalty: 2751.896240
	Iteration 20F: 3 clusters Score -406526.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -406527.500000 Penalty: 2751.896240
	Iteration 21Q: 3 clusters Score -406527.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -406529.812500 Penalty: 2751.896240
	Iteration 22Q: 3 clusters Score -406529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -406529.656250 Penalty: 2751.896240
	Iteration 23Q: 3 clusters Score -406529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -406529.812500 Penalty: 2751.896240
	Iteration 24Q: 3 clusters Score -406529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -406531.187500 Penalty: 2751.896240
	Iteration 25Q: 3 clusters Score -406531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -406531.031250 Penalty: 2751.896240
	Iteration 26Q: 3 clusters Score -406531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -406532.406250 Penalty: 2751.896240
	Iteration 27Q: 3 clusters Score -406532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -406533.937500 Penalty: 2751.896240
	Iteration 28Q: 3 clusters Score -406533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -406535.375000 Penalty: 2751.896240
	Iteration 29Q: 3 clusters Score -406535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -406536.156250 Penalty: 2751.896240
	Iteration 30Q: 3 clusters Score -406536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -406535.968750 Penalty: 2751.896240
	Iteration 31Q: 3 clusters Score -406536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -406535.968750 Penalty: 2751.896240
	Iteration 32F: 3 clusters Score -406536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (150478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150478 members 
Entering Unmasked Estep 
Score: -14283206.000000 Penalty: 1937.255371
	Iteration 0F: 2 clusters Score -1.428321e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -14182857.000000 Penalty: 3874.510742
	Iteration 0F: 3 clusters Score -1.418286e+07 nChanged 72661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73699 members 
Mstep: Class 2 contains 76779 members 
Entering Unmasked Estep 
Score: -14225525.000000 Penalty: 3874.510742
	Iteration 1F: 3 clusters Score -1.422552e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72397 members 
Mstep: Class 2 contains 78081 members 
Entering Unmasked Estep 
Score: -14226829.000000 Penalty: 3874.510742
	Iteration 2Q: 3 clusters Score -1.422683e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70184 members 
Mstep: Class 2 contains 80294 members 
Entering Unmasked Estep 
Score: -14228701.000000 Penalty: 3874.510742
	Iteration 3Q: 3 clusters Score -1.42287e+07 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66892 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -14231283.000000 Penalty: 3874.510742
	Iteration 4Q: 3 clusters Score -1.423128e+07 nChanged 8137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 88085 members 
Entering Unmasked Estep 
Score: -14234943.000000 Penalty: 3874.510742
	Iteration 5F: 3 clusters Score -1.423494e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 93910 members 
Entering Unmasked Estep 
Score: -14239693.000000 Penalty: 3874.510742
	Iteration 6F: 3 clusters Score -1.423969e+07 nChanged 9829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -14245152.000000 Penalty: 3874.510742
	Iteration 7F: 3 clusters Score -1.424515e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 108731 members 
Entering Unmasked Estep 
Score: -14251044.000000 Penalty: 3874.510742
	Iteration 8F: 3 clusters Score -1.425104e+07 nChanged 9313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 116738 members 
Entering Unmasked Estep 
Score: -14257019.000000 Penalty: 3874.510742
	Iteration 9F: 3 clusters Score -1.425702e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 124423 members 
Entering Unmasked Estep 
Score: -14262375.000000 Penalty: 3874.510742
	Iteration 10F: 3 clusters Score -1.426238e+07 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 131360 members 
Entering Unmasked Estep 
Score: -14267312.000000 Penalty: 3874.510742
	Iteration 11Q: 3 clusters Score -1.426731e+07 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 137284 members 
Entering Unmasked Estep 
Score: -14271624.000000 Penalty: 3874.510742
	Iteration 12Q: 3 clusters Score -1.427162e+07 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
Score: -14275462.000000 Penalty: 3874.510742
	Iteration 13Q: 3 clusters Score -1.427546e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 145532 members 
Entering Unmasked Estep 
Score: -14278120.000000 Penalty: 3874.510742
	Iteration 14Q: 3 clusters Score -1.427812e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 147678 members 
Entering Unmasked Estep 
Score: -14279849.000000 Penalty: 3874.510742
	Iteration 15Q: 3 clusters Score -1.427985e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 148779 members 
Entering Unmasked Estep 
Score: -14280693.000000 Penalty: 3874.510742
	Iteration 16Q: 3 clusters Score -1.428069e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 149300 members 
Entering Unmasked Estep 
Score: -14281115.000000 Penalty: 3874.510742
	Iteration 17Q: 3 clusters Score -1.428112e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 149568 members 
Entering Unmasked Estep 
Score: -14281293.000000 Penalty: 3874.510742
	Iteration 18Q: 3 clusters Score -1.428129e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 149705 members 
Entering Unmasked Estep 
Score: -14281431.000000 Penalty: 3874.510742
	Iteration 19Q: 3 clusters Score -1.428143e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -14281486.000000 Penalty: 3874.510742
	Iteration 20F: 3 clusters Score -1.428149e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 149806 members 
Entering Unmasked Estep 
Score: -14281508.000000 Penalty: 3874.510742
	Iteration 21Q: 3 clusters Score -1.428151e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 149830 members 
Entering Unmasked Estep 
Score: -14281553.000000 Penalty: 3874.510742
	Iteration 22Q: 3 clusters Score -1.428155e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 149866 members 
Entering Unmasked Estep 
Score: -14281580.000000 Penalty: 3874.510742
	Iteration 23Q: 3 clusters Score -1.428158e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 149884 members 
Entering Unmasked Estep 
Score: -14281620.000000 Penalty: 3874.510742
	Iteration 24Q: 3 clusters Score -1.428162e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 149893 members 
Entering Unmasked Estep 
Score: -14281627.000000 Penalty: 3874.510742
	Iteration 25Q: 3 clusters Score -1.428163e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 149906 members 
Entering Unmasked Estep 
Score: -14281653.000000 Penalty: 3874.510742
	Iteration 26Q: 3 clusters Score -1.428165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 149917 members 
Entering Unmasked Estep 
Score: -14281671.000000 Penalty: 3874.510742
	Iteration 27Q: 3 clusters Score -1.428167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 149927 members 
Entering Unmasked Estep 
Score: -14281700.000000 Penalty: 3874.510742
	Iteration 28Q: 3 clusters Score -1.42817e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 149929 members 
Entering Unmasked Estep 
Score: -14281699.000000 Penalty: 3874.510742
	Iteration 29Q: 3 clusters Score -1.42817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 149937 members 
Entering Unmasked Estep 
Score: -14281703.000000 Penalty: 3874.510742
	Iteration 30Q: 3 clusters Score -1.42817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 149940 members 
Entering Unmasked Estep 
Score: -14281716.000000 Penalty: 3874.510742
	Iteration 31Q: 3 clusters Score -1.428172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 149940 members 
Entering Unmasked Estep 
Score: -14281721.000000 Penalty: 3874.510742
	Iteration 32Q: 3 clusters Score -1.428172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -14281721.000000 Penalty: 3874.510742
	Iteration 33Q: 3 clusters Score -1.428172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -14281721.000000 Penalty: 3874.510742
	Iteration 34Q: 3 clusters Score -1.428172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -14281718.000000 Penalty: 3874.510742
	Iteration 35Q: 3 clusters Score -1.428172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 149947 members 
Entering Unmasked Estep 
Score: -14281728.000000 Penalty: 3874.510742
	Iteration 36Q: 3 clusters Score -1.428173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -14281731.000000 Penalty: 3874.510742
	Iteration 37Q: 3 clusters Score -1.428173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 149944 members 
Entering Unmasked Estep 
Score: -14281728.000000 Penalty: 3874.510742
	Iteration 38Q: 3 clusters Score -1.428173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 149944 members 
Entering Unmasked Estep 
Score: -14281739.000000 Penalty: 3874.510742
	Iteration 39Q: 3 clusters Score -1.428174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 149943 members 
Entering Unmasked Estep 
Score: -14281739.000000 Penalty: 3874.510742
	Iteration 40F: 3 clusters Score -1.428174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -14281737.000000 Penalty: 3874.510742
	Iteration 41Q: 3 clusters Score -1.428174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 149941 members 
Entering Unmasked Estep 
Score: -14281737.000000 Penalty: 3874.510742
	Iteration 42F: 3 clusters Score -1.428174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Entering Unmasked Estep 
Score: -635593.062500 Penalty: 1428.245483
	Iteration 0F: 2 clusters Score -635593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -630635.250000 Penalty: 2856.490967
	Iteration 0F: 3 clusters Score -630635.2 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -632081.000000 Penalty: 2856.490967
	Iteration 1F: 3 clusters Score -632081 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -632295.812500 Penalty: 2856.490967
	Iteration 2F: 3 clusters Score -632295.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -632467.000000 Penalty: 2856.490967
	Iteration 3F: 3 clusters Score -632467 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -632586.750000 Penalty: 2856.490967
	Iteration 4Q: 3 clusters Score -632586.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -632705.437500 Penalty: 2856.490967
	Iteration 5Q: 3 clusters Score -632705.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -632841.062500 Penalty: 2856.490967
	Iteration 6Q: 3 clusters Score -632841.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -632997.562500 Penalty: 2856.490967
	Iteration 7Q: 3 clusters Score -632997.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -633151.562500 Penalty: 2856.490967
	Iteration 8Q: 3 clusters Score -633151.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -633298.625000 Penalty: 2856.490967
	Iteration 9Q: 3 clusters Score -633298.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -633466.500000 Penalty: 2856.490967
	Iteration 10Q: 3 clusters Score -633466.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -633650.500000 Penalty: 2856.490967
	Iteration 11Q: 3 clusters Score -633650.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -633823.500000 Penalty: 2856.490967
	Iteration 12Q: 3 clusters Score -633823.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -633986.875000 Penalty: 2856.490967
	Iteration 13Q: 3 clusters Score -633986.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -634109.250000 Penalty: 2856.490967
	Iteration 14Q: 3 clusters Score -634109.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -634193.312500 Penalty: 2856.490967
	Iteration 15Q: 3 clusters Score -634193.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -634250.312500 Penalty: 2856.490967
	Iteration 16Q: 3 clusters Score -634250.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -634289.187500 Penalty: 2856.490967
	Iteration 17Q: 3 clusters Score -634289.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -634320.375000 Penalty: 2856.490967
	Iteration 18Q: 3 clusters Score -634320.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -634341.562500 Penalty: 2856.490967
	Iteration 19Q: 3 clusters Score -634341.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -634355.562500 Penalty: 2856.490967
	Iteration 20F: 3 clusters Score -634355.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -634365.750000 Penalty: 2856.490967
	Iteration 21Q: 3 clusters Score -634365.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -634374.125000 Penalty: 2856.490967
	Iteration 22Q: 3 clusters Score -634374.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -634382.437500 Penalty: 2856.490967
	Iteration 23Q: 3 clusters Score -634382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -634387.687500 Penalty: 2856.490967
	Iteration 24Q: 3 clusters Score -634387.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -634390.750000 Penalty: 2856.490967
	Iteration 25Q: 3 clusters Score -634390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -634392.375000 Penalty: 2856.490967
	Iteration 26Q: 3 clusters Score -634392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -634393.187500 Penalty: 2856.490967
	Iteration 27Q: 3 clusters Score -634393.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -634394.562500 Penalty: 2856.490967
	Iteration 28Q: 3 clusters Score -634394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -634394.562500 Penalty: 2856.490967
	Iteration 29F: 3 clusters Score -634394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -287519.000000 Penalty: 1306.153320
	Iteration 0F: 2 clusters Score -287519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -284761.625000 Penalty: 2612.306641
	Iteration 0F: 3 clusters Score -284761.6 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -285578.281250 Penalty: 2612.306641
	Iteration 1F: 3 clusters Score -285578.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -285799.906250 Penalty: 2612.306641
	Iteration 2F: 3 clusters Score -285799.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -285918.718750 Penalty: 2612.306641
	Iteration 3F: 3 clusters Score -285918.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -285994.593750 Penalty: 2612.306641
	Iteration 4Q: 3 clusters Score -285994.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -286043.156250 Penalty: 2612.306641
	Iteration 5Q: 3 clusters Score -286043.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -286076.593750 Penalty: 2612.306641
	Iteration 6Q: 3 clusters Score -286076.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -286105.156250 Penalty: 2612.306641
	Iteration 7Q: 3 clusters Score -286105.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -286135.031250 Penalty: 2612.306641
	Iteration 8Q: 3 clusters Score -286135 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -286163.156250 Penalty: 2612.306641
	Iteration 9Q: 3 clusters Score -286163.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -286198.562500 Penalty: 2612.306641
	Iteration 10Q: 3 clusters Score -286198.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -286241.031250 Penalty: 2612.306641
	Iteration 11Q: 3 clusters Score -286241 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -286276.812500 Penalty: 2612.306641
	Iteration 12Q: 3 clusters Score -286276.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -286307.375000 Penalty: 2612.306641
	Iteration 13Q: 3 clusters Score -286307.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -286328.968750 Penalty: 2612.306641
	Iteration 14Q: 3 clusters Score -286329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -286355.843750 Penalty: 2612.306641
	Iteration 15Q: 3 clusters Score -286355.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -286378.937500 Penalty: 2612.306641
	Iteration 16Q: 3 clusters Score -286378.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -286396.531250 Penalty: 2612.306641
	Iteration 17Q: 3 clusters Score -286396.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -286411.000000 Penalty: 2612.306641
	Iteration 18Q: 3 clusters Score -286411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -286422.968750 Penalty: 2612.306641
	Iteration 19Q: 3 clusters Score -286423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -286432.656250 Penalty: 2612.306641
	Iteration 20F: 3 clusters Score -286432.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -286441.156250 Penalty: 2612.306641
	Iteration 21Q: 3 clusters Score -286441.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -286446.093750 Penalty: 2612.306641
	Iteration 22Q: 3 clusters Score -286446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -286449.593750 Penalty: 2612.306641
	Iteration 23Q: 3 clusters Score -286449.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -286451.968750 Penalty: 2612.306641
	Iteration 24Q: 3 clusters Score -286452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -286454.312500 Penalty: 2612.306641
	Iteration 25Q: 3 clusters Score -286454.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -286456.718750 Penalty: 2612.306641
	Iteration 26Q: 3 clusters Score -286456.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -286460.437500 Penalty: 2612.306641
	Iteration 27Q: 3 clusters Score -286460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -286462.468750 Penalty: 2612.306641
	Iteration 28Q: 3 clusters Score -286462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -286463.968750 Penalty: 2612.306641
	Iteration 29Q: 3 clusters Score -286464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -286466.718750 Penalty: 2612.306641
	Iteration 30Q: 3 clusters Score -286466.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -286469.406250 Penalty: 2612.306641
	Iteration 31Q: 3 clusters Score -286469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -286473.125000 Penalty: 2612.306641
	Iteration 32Q: 3 clusters Score -286473.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -286477.625000 Penalty: 2612.306641
	Iteration 33Q: 3 clusters Score -286477.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -286484.843750 Penalty: 2612.306641
	Iteration 34Q: 3 clusters Score -286484.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -286489.843750 Penalty: 2612.306641
	Iteration 35Q: 3 clusters Score -286489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -286494.687500 Penalty: 2612.306641
	Iteration 36Q: 3 clusters Score -286494.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -286498.906250 Penalty: 2612.306641
	Iteration 37Q: 3 clusters Score -286498.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -286503.531250 Penalty: 2612.306641
	Iteration 38Q: 3 clusters Score -286503.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -286506.875000 Penalty: 2612.306641
	Iteration 39Q: 3 clusters Score -286506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -286511.000000 Penalty: 2612.306641
	Iteration 40F: 3 clusters Score -286511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -286513.437500 Penalty: 2612.306641
	Iteration 41Q: 3 clusters Score -286513.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -286517.062500 Penalty: 2612.306641
	Iteration 42Q: 3 clusters Score -286517.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -286518.812500 Penalty: 2612.306641
	Iteration 43Q: 3 clusters Score -286518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -286520.906250 Penalty: 2612.306641
	Iteration 44Q: 3 clusters Score -286520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -286524.187500 Penalty: 2612.306641
	Iteration 45Q: 3 clusters Score -286524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -286529.687500 Penalty: 2612.306641
	Iteration 46Q: 3 clusters Score -286529.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -286537.218750 Penalty: 2612.306641
	Iteration 47Q: 3 clusters Score -286537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -286542.937500 Penalty: 2612.306641
	Iteration 48Q: 3 clusters Score -286542.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -286546.250000 Penalty: 2612.306641
	Iteration 49Q: 3 clusters Score -286546.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -286549.687500 Penalty: 2612.306641
	Iteration 50Q: 3 clusters Score -286549.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -286555.000000 Penalty: 2612.306641
	Iteration 51Q: 3 clusters Score -286555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -286558.625000 Penalty: 2612.306641
	Iteration 52Q: 3 clusters Score -286558.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -286558.625000 Penalty: 2612.306641
	Iteration 53F: 3 clusters Score -286558.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -271050.156250 Penalty: 1292.528442
	Iteration 0F: 2 clusters Score -271050.2 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 1429 members 
Entering Unmasked Estep 
Score: -268459.968750 Penalty: 2585.056885
	Iteration 0F: 3 clusters Score -268460 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -269047.187500 Penalty: 2585.056885
	Iteration 1F: 3 clusters Score -269047.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -269164.375000 Penalty: 2585.056885
	Iteration 2F: 3 clusters Score -269164.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -269243.750000 Penalty: 2585.056885
	Iteration 3F: 3 clusters Score -269243.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -269297.687500 Penalty: 2585.056885
	Iteration 4Q: 3 clusters Score -269297.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -269337.250000 Penalty: 2585.056885
	Iteration 5Q: 3 clusters Score -269337.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -269374.781250 Penalty: 2585.056885
	Iteration 6Q: 3 clusters Score -269374.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -269400.031250 Penalty: 2585.056885
	Iteration 7Q: 3 clusters Score -269400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -269434.593750 Penalty: 2585.056885
	Iteration 8Q: 3 clusters Score -269434.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -269456.500000 Penalty: 2585.056885
	Iteration 9Q: 3 clusters Score -269456.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -269470.187500 Penalty: 2585.056885
	Iteration 10Q: 3 clusters Score -269470.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -269480.531250 Penalty: 2585.056885
	Iteration 11Q: 3 clusters Score -269480.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -269488.125000 Penalty: 2585.056885
	Iteration 12Q: 3 clusters Score -269488.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -269497.406250 Penalty: 2585.056885
	Iteration 13Q: 3 clusters Score -269497.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -269509.218750 Penalty: 2585.056885
	Iteration 14Q: 3 clusters Score -269509.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -269518.937500 Penalty: 2585.056885
	Iteration 15Q: 3 clusters Score -269518.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -269526.500000 Penalty: 2585.056885
	Iteration 16Q: 3 clusters Score -269526.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -269534.531250 Penalty: 2585.056885
	Iteration 17Q: 3 clusters Score -269534.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -269541.812500 Penalty: 2585.056885
	Iteration 18Q: 3 clusters Score -269541.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -269548.281250 Penalty: 2585.056885
	Iteration 19Q: 3 clusters Score -269548.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -269553.468750 Penalty: 2585.056885
	Iteration 20F: 3 clusters Score -269553.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -269559.343750 Penalty: 2585.056885
	Iteration 21Q: 3 clusters Score -269559.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -269564.406250 Penalty: 2585.056885
	Iteration 22Q: 3 clusters Score -269564.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -269568.406250 Penalty: 2585.056885
	Iteration 23Q: 3 clusters Score -269568.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -269572.218750 Penalty: 2585.056885
	Iteration 24Q: 3 clusters Score -269572.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -269575.093750 Penalty: 2585.056885
	Iteration 25Q: 3 clusters Score -269575.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -269576.750000 Penalty: 2585.056885
	Iteration 26Q: 3 clusters Score -269576.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -269580.125000 Penalty: 2585.056885
	Iteration 27Q: 3 clusters Score -269580.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -269583.968750 Penalty: 2585.056885
	Iteration 28Q: 3 clusters Score -269584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -269587.562500 Penalty: 2585.056885
	Iteration 29Q: 3 clusters Score -269587.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -269592.656250 Penalty: 2585.056885
	Iteration 30Q: 3 clusters Score -269592.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -269597.875000 Penalty: 2585.056885
	Iteration 31Q: 3 clusters Score -269597.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -269604.343750 Penalty: 2585.056885
	Iteration 32Q: 3 clusters Score -269604.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -269611.687500 Penalty: 2585.056885
	Iteration 33Q: 3 clusters Score -269611.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -269620.218750 Penalty: 2585.056885
	Iteration 34Q: 3 clusters Score -269620.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -269628.250000 Penalty: 2585.056885
	Iteration 35Q: 3 clusters Score -269628.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -269635.468750 Penalty: 2585.056885
	Iteration 36Q: 3 clusters Score -269635.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -269641.250000 Penalty: 2585.056885
	Iteration 37Q: 3 clusters Score -269641.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -269650.593750 Penalty: 2585.056885
	Iteration 38Q: 3 clusters Score -269650.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -269662.593750 Penalty: 2585.056885
	Iteration 39Q: 3 clusters Score -269662.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -269672.781250 Penalty: 2585.056885
	Iteration 40F: 3 clusters Score -269672.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -269681.187500 Penalty: 2585.056885
	Iteration 41Q: 3 clusters Score -269681.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -269689.718750 Penalty: 2585.056885
	Iteration 42Q: 3 clusters Score -269689.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -269702.625000 Penalty: 2585.056885
	Iteration 43Q: 3 clusters Score -269702.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -269715.125000 Penalty: 2585.056885
	Iteration 44Q: 3 clusters Score -269715.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -269728.500000 Penalty: 2585.056885
	Iteration 45Q: 3 clusters Score -269728.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -269746.906250 Penalty: 2585.056885
	Iteration 46Q: 3 clusters Score -269746.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -269767.468750 Penalty: 2585.056885
	Iteration 47Q: 3 clusters Score -269767.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -269787.718750 Penalty: 2585.056885
	Iteration 48Q: 3 clusters Score -269787.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -269806.000000 Penalty: 2585.056885
	Iteration 49Q: 3 clusters Score -269806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -269824.531250 Penalty: 2585.056885
	Iteration 50Q: 3 clusters Score -269824.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -269842.375000 Penalty: 2585.056885
	Iteration 51Q: 3 clusters Score -269842.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -269856.656250 Penalty: 2585.056885
	Iteration 52Q: 3 clusters Score -269856.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -269871.312500 Penalty: 2585.056885
	Iteration 53Q: 3 clusters Score -269871.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -269884.156250 Penalty: 2585.056885
	Iteration 54Q: 3 clusters Score -269884.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -269898.625000 Penalty: 2585.056885
	Iteration 55Q: 3 clusters Score -269898.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -269910.531250 Penalty: 2585.056885
	Iteration 56Q: 3 clusters Score -269910.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -269920.000000 Penalty: 2585.056885
	Iteration 57Q: 3 clusters Score -269920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -269927.062500 Penalty: 2585.056885
	Iteration 58Q: 3 clusters Score -269927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -269931.468750 Penalty: 2585.056885
	Iteration 59Q: 3 clusters Score -269931.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -269934.656250 Penalty: 2585.056885
	Iteration 60F: 3 clusters Score -269934.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -269939.187500 Penalty: 2585.056885
	Iteration 61Q: 3 clusters Score -269939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -269945.968750 Penalty: 2585.056885
	Iteration 62Q: 3 clusters Score -269946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -269952.125000 Penalty: 2585.056885
	Iteration 63Q: 3 clusters Score -269952.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -269958.968750 Penalty: 2585.056885
	Iteration 64Q: 3 clusters Score -269959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -269964.531250 Penalty: 2585.056885
	Iteration 65Q: 3 clusters Score -269964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -269967.187500 Penalty: 2585.056885
	Iteration 66Q: 3 clusters Score -269967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -269969.562500 Penalty: 2585.056885
	Iteration 67Q: 3 clusters Score -269969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -269970.437500 Penalty: 2585.056885
	Iteration 68Q: 3 clusters Score -269970.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -269974.031250 Penalty: 2585.056885
	Iteration 69Q: 3 clusters Score -269974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -269976.781250 Penalty: 2585.056885
	Iteration 70Q: 3 clusters Score -269976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -269978.343750 Penalty: 2585.056885
	Iteration 71Q: 3 clusters Score -269978.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -269981.031250 Penalty: 2585.056885
	Iteration 72Q: 3 clusters Score -269981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -269983.156250 Penalty: 2585.056885
	Iteration 73Q: 3 clusters Score -269983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -269984.250000 Penalty: 2585.056885
	Iteration 74Q: 3 clusters Score -269984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -269986.156250 Penalty: 2585.056885
	Iteration 75Q: 3 clusters Score -269986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -269986.968750 Penalty: 2585.056885
	Iteration 76Q: 3 clusters Score -269987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -269988.062500 Penalty: 2585.056885
	Iteration 77Q: 3 clusters Score -269988.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -269988.562500 Penalty: 2585.056885
	Iteration 78Q: 3 clusters Score -269988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -269992.625000 Penalty: 2585.056885
	Iteration 79Q: 3 clusters Score -269992.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -269997.062500 Penalty: 2585.056885
	Iteration 80F: 3 clusters Score -269997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -269998.593750 Penalty: 2585.056885
	Iteration 81Q: 3 clusters Score -269998.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -269999.156250 Penalty: 2585.056885
	Iteration 82Q: 3 clusters Score -269999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -269999.156250 Penalty: 2585.056885
	Iteration 83Q: 3 clusters Score -269999.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -269999.156250 Penalty: 2585.056885
	Iteration 84F: 3 clusters Score -269999.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Entering Unmasked Estep 
Score: -932548.187500 Penalty: 1497.926758
	Iteration 0F: 2 clusters Score -932548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -925335.625000 Penalty: 2995.853516
	Iteration 0F: 3 clusters Score -925335.6 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -927655.812500 Penalty: 2995.853516
	Iteration 1F: 3 clusters Score -927655.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -927878.125000 Penalty: 2995.853516
	Iteration 2F: 3 clusters Score -927878.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -928019.000000 Penalty: 2995.853516
	Iteration 3Q: 3 clusters Score -928019 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -928131.062500 Penalty: 2995.853516
	Iteration 4Q: 3 clusters Score -928131.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -928224.250000 Penalty: 2995.853516
	Iteration 5Q: 3 clusters Score -928224.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -928301.750000 Penalty: 2995.853516
	Iteration 6Q: 3 clusters Score -928301.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -928379.875000 Penalty: 2995.853516
	Iteration 7Q: 3 clusters Score -928379.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -928459.375000 Penalty: 2995.853516
	Iteration 8Q: 3 clusters Score -928459.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -928561.312500 Penalty: 2995.853516
	Iteration 9Q: 3 clusters Score -928561.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -928700.937500 Penalty: 2995.853516
	Iteration 10Q: 3 clusters Score -928700.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -928854.750000 Penalty: 2995.853516
	Iteration 11Q: 3 clusters Score -928854.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -929029.375000 Penalty: 2995.853516
	Iteration 12Q: 3 clusters Score -929029.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -929210.437500 Penalty: 2995.853516
	Iteration 13Q: 3 clusters Score -929210.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -929371.437500 Penalty: 2995.853516
	Iteration 14Q: 3 clusters Score -929371.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -929556.312500 Penalty: 2995.853516
	Iteration 15Q: 3 clusters Score -929556.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -929682.250000 Penalty: 2995.853516
	Iteration 16Q: 3 clusters Score -929682.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -929783.000000 Penalty: 2995.853516
	Iteration 17Q: 3 clusters Score -929783 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -929869.687500 Penalty: 2995.853516
	Iteration 18Q: 3 clusters Score -929869.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -929934.500000 Penalty: 2995.853516
	Iteration 19Q: 3 clusters Score -929934.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -929975.500000 Penalty: 2995.853516
	Iteration 20F: 3 clusters Score -929975.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -930000.562500 Penalty: 2995.853516
	Iteration 21Q: 3 clusters Score -930000.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -930026.500000 Penalty: 2995.853516
	Iteration 22Q: 3 clusters Score -930026.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -930038.125000 Penalty: 2995.853516
	Iteration 23Q: 3 clusters Score -930038.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -930050.875000 Penalty: 2995.853516
	Iteration 24Q: 3 clusters Score -930050.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -930063.437500 Penalty: 2995.853516
	Iteration 25Q: 3 clusters Score -930063.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -930071.937500 Penalty: 2995.853516
	Iteration 26Q: 3 clusters Score -930071.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -930084.437500 Penalty: 2995.853516
	Iteration 27Q: 3 clusters Score -930084.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -930090.312500 Penalty: 2995.853516
	Iteration 28Q: 3 clusters Score -930090.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -930100.687500 Penalty: 2995.853516
	Iteration 29Q: 3 clusters Score -930100.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -930111.500000 Penalty: 2995.853516
	Iteration 30Q: 3 clusters Score -930111.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -930122.625000 Penalty: 2995.853516
	Iteration 31Q: 3 clusters Score -930122.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -930133.375000 Penalty: 2995.853516
	Iteration 32Q: 3 clusters Score -930133.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -930146.812500 Penalty: 2995.853516
	Iteration 33Q: 3 clusters Score -930146.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -930157.687500 Penalty: 2995.853516
	Iteration 34Q: 3 clusters Score -930157.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -930169.125000 Penalty: 2995.853516
	Iteration 35Q: 3 clusters Score -930169.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -930185.750000 Penalty: 2995.853516
	Iteration 36Q: 3 clusters Score -930185.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -930205.812500 Penalty: 2995.853516
	Iteration 37Q: 3 clusters Score -930205.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -930221.062500 Penalty: 2995.853516
	Iteration 38Q: 3 clusters Score -930221.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -930240.562500 Penalty: 2995.853516
	Iteration 39Q: 3 clusters Score -930240.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -930253.562500 Penalty: 2995.853516
	Iteration 40F: 3 clusters Score -930253.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -930265.000000 Penalty: 2995.853516
	Iteration 41Q: 3 clusters Score -930265 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -930278.687500 Penalty: 2995.853516
	Iteration 42Q: 3 clusters Score -930278.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -930291.250000 Penalty: 2995.853516
	Iteration 43Q: 3 clusters Score -930291.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -930304.625000 Penalty: 2995.853516
	Iteration 44Q: 3 clusters Score -930304.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -930317.625000 Penalty: 2995.853516
	Iteration 45Q: 3 clusters Score -930317.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -930334.562500 Penalty: 2995.853516
	Iteration 46Q: 3 clusters Score -930334.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -930343.250000 Penalty: 2995.853516
	Iteration 47Q: 3 clusters Score -930343.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -930354.750000 Penalty: 2995.853516
	Iteration 48Q: 3 clusters Score -930354.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -930373.375000 Penalty: 2995.853516
	Iteration 49Q: 3 clusters Score -930373.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -930380.500000 Penalty: 2995.853516
	Iteration 50Q: 3 clusters Score -930380.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -930394.062500 Penalty: 2995.853516
	Iteration 51Q: 3 clusters Score -930394.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -930412.500000 Penalty: 2995.853516
	Iteration 52Q: 3 clusters Score -930412.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -930433.875000 Penalty: 2995.853516
	Iteration 53Q: 3 clusters Score -930433.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -930457.250000 Penalty: 2995.853516
	Iteration 54Q: 3 clusters Score -930457.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -930494.687500 Penalty: 2995.853516
	Iteration 55Q: 3 clusters Score -930494.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -930537.312500 Penalty: 2995.853516
	Iteration 56Q: 3 clusters Score -930537.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -930576.812500 Penalty: 2995.853516
	Iteration 57Q: 3 clusters Score -930576.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -930619.187500 Penalty: 2995.853516
	Iteration 58Q: 3 clusters Score -930619.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -930663.000000 Penalty: 2995.853516
	Iteration 59Q: 3 clusters Score -930663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -930701.250000 Penalty: 2995.853516
	Iteration 60F: 3 clusters Score -930701.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -930731.500000 Penalty: 2995.853516
	Iteration 61Q: 3 clusters Score -930731.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -930767.062500 Penalty: 2995.853516
	Iteration 62Q: 3 clusters Score -930767.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -930794.625000 Penalty: 2995.853516
	Iteration 63Q: 3 clusters Score -930794.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -930819.125000 Penalty: 2995.853516
	Iteration 64Q: 3 clusters Score -930819.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -930846.312500 Penalty: 2995.853516
	Iteration 65Q: 3 clusters Score -930846.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -930870.062500 Penalty: 2995.853516
	Iteration 66Q: 3 clusters Score -930870.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -930891.250000 Penalty: 2995.853516
	Iteration 67Q: 3 clusters Score -930891.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -930916.250000 Penalty: 2995.853516
	Iteration 68Q: 3 clusters Score -930916.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -930941.625000 Penalty: 2995.853516
	Iteration 69Q: 3 clusters Score -930941.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -930985.312500 Penalty: 2995.853516
	Iteration 70Q: 3 clusters Score -930985.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -931019.500000 Penalty: 2995.853516
	Iteration 71Q: 3 clusters Score -931019.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -931048.625000 Penalty: 2995.853516
	Iteration 72Q: 3 clusters Score -931048.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -931074.312500 Penalty: 2995.853516
	Iteration 73Q: 3 clusters Score -931074.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -931093.687500 Penalty: 2995.853516
	Iteration 74Q: 3 clusters Score -931093.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -931115.250000 Penalty: 2995.853516
	Iteration 75Q: 3 clusters Score -931115.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -931139.625000 Penalty: 2995.853516
	Iteration 76Q: 3 clusters Score -931139.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -931154.375000 Penalty: 2995.853516
	Iteration 77Q: 3 clusters Score -931154.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -931169.000000 Penalty: 2995.853516
	Iteration 78Q: 3 clusters Score -931169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -931183.562500 Penalty: 2995.853516
	Iteration 79Q: 3 clusters Score -931183.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -931197.312500 Penalty: 2995.853516
	Iteration 80F: 3 clusters Score -931197.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -931206.125000 Penalty: 2995.853516
	Iteration 81Q: 3 clusters Score -931206.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -931208.500000 Penalty: 2995.853516
	Iteration 82Q: 3 clusters Score -931208.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -931216.250000 Penalty: 2995.853516
	Iteration 83Q: 3 clusters Score -931216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -931218.312500 Penalty: 2995.853516
	Iteration 84Q: 3 clusters Score -931218.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -931218.375000 Penalty: 2995.853516
	Iteration 85Q: 3 clusters Score -931218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -931222.375000 Penalty: 2995.853516
	Iteration 86Q: 3 clusters Score -931222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -931223.250000 Penalty: 2995.853516
	Iteration 87Q: 3 clusters Score -931223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -931224.750000 Penalty: 2995.853516
	Iteration 88Q: 3 clusters Score -931224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -931226.125000 Penalty: 2995.853516
	Iteration 89Q: 3 clusters Score -931226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -931226.062500 Penalty: 2995.853516
	Iteration 90Q: 3 clusters Score -931226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -931226.062500 Penalty: 2995.853516
	Iteration 91F: 3 clusters Score -931226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Entering Unmasked Estep 
Score: -2388816.000000 Penalty: 1646.200317
	Iteration 0F: 2 clusters Score -2388816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2371870.500000 Penalty: 3292.400635
	Iteration 0F: 3 clusters Score -2371870 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2378015.000000 Penalty: 3292.400635
	Iteration 1F: 3 clusters Score -2378015 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2378331.750000 Penalty: 3292.400635
	Iteration 2Q: 3 clusters Score -2378332 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2378628.000000 Penalty: 3292.400635
	Iteration 3Q: 3 clusters Score -2378628 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2378950.000000 Penalty: 3292.400635
	Iteration 4Q: 3 clusters Score -2378950 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2379312.250000 Penalty: 3292.400635
	Iteration 5Q: 3 clusters Score -2379312 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2379832.250000 Penalty: 3292.400635
	Iteration 6Q: 3 clusters Score -2379832 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2380606.000000 Penalty: 3292.400635
	Iteration 7F: 3 clusters Score -2380606 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2381771.000000 Penalty: 3292.400635
	Iteration 8F: 3 clusters Score -2381771 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2383207.250000 Penalty: 3292.400635
	Iteration 9F: 3 clusters Score -2383207 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2384636.750000 Penalty: 3292.400635
	Iteration 10F: 3 clusters Score -2384637 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2385839.750000 Penalty: 3292.400635
	Iteration 11F: 3 clusters Score -2385840 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2386615.250000 Penalty: 3292.400635
	Iteration 12Q: 3 clusters Score -2386615 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2386989.000000 Penalty: 3292.400635
	Iteration 13Q: 3 clusters Score -2386989 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2387161.750000 Penalty: 3292.400635
	Iteration 14Q: 3 clusters Score -2387162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2387237.250000 Penalty: 3292.400635
	Iteration 15Q: 3 clusters Score -2387237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2387280.000000 Penalty: 3292.400635
	Iteration 16Q: 3 clusters Score -2387280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2387299.500000 Penalty: 3292.400635
	Iteration 17Q: 3 clusters Score -2387300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2387319.250000 Penalty: 3292.400635
	Iteration 18Q: 3 clusters Score -2387319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2387333.000000 Penalty: 3292.400635
	Iteration 19Q: 3 clusters Score -2387333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2387348.750000 Penalty: 3292.400635
	Iteration 20F: 3 clusters Score -2387349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -2387364.500000 Penalty: 3292.400635
	Iteration 21Q: 3 clusters Score -2387364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -2387375.500000 Penalty: 3292.400635
	Iteration 22Q: 3 clusters Score -2387376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -2387385.750000 Penalty: 3292.400635
	Iteration 23Q: 3 clusters Score -2387386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -2387393.000000 Penalty: 3292.400635
	Iteration 24Q: 3 clusters Score -2387393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2387401.000000 Penalty: 3292.400635
	Iteration 25Q: 3 clusters Score -2387401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -2387408.250000 Penalty: 3292.400635
	Iteration 26Q: 3 clusters Score -2387408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2387412.500000 Penalty: 3292.400635
	Iteration 27Q: 3 clusters Score -2387412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2387412.500000 Penalty: 3292.400635
	Iteration 28Q: 3 clusters Score -2387412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -2387412.500000 Penalty: 3292.400635
	Iteration 29F: 3 clusters Score -2387412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Entering Unmasked Estep 
Score: -417830.968750 Penalty: 1370.423706
	Iteration 0F: 2 clusters Score -417831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -414026.281250 Penalty: 2740.847412
	Iteration 0F: 3 clusters Score -414026.3 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -415040.281250 Penalty: 2740.847412
	Iteration 1F: 3 clusters Score -415040.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -415228.625000 Penalty: 2740.847412
	Iteration 2F: 3 clusters Score -415228.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -415370.125000 Penalty: 2740.847412
	Iteration 3F: 3 clusters Score -415370.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -415502.218750 Penalty: 2740.847412
	Iteration 4Q: 3 clusters Score -415502.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -415654.281250 Penalty: 2740.847412
	Iteration 5Q: 3 clusters Score -415654.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -415811.031250 Penalty: 2740.847412
	Iteration 6Q: 3 clusters Score -415811 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -415926.312500 Penalty: 2740.847412
	Iteration 7Q: 3 clusters Score -415926.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -416055.406250 Penalty: 2740.847412
	Iteration 8Q: 3 clusters Score -416055.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -416211.718750 Penalty: 2740.847412
	Iteration 9Q: 3 clusters Score -416211.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -416385.437500 Penalty: 2740.847412
	Iteration 10Q: 3 clusters Score -416385.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -416527.187500 Penalty: 2740.847412
	Iteration 11Q: 3 clusters Score -416527.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -416648.687500 Penalty: 2740.847412
	Iteration 12Q: 3 clusters Score -416648.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -416769.218750 Penalty: 2740.847412
	Iteration 13Q: 3 clusters Score -416769.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -416907.625000 Penalty: 2740.847412
	Iteration 14Q: 3 clusters Score -416907.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -417038.906250 Penalty: 2740.847412
	Iteration 15Q: 3 clusters Score -417038.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -417134.468750 Penalty: 2740.847412
	Iteration 16Q: 3 clusters Score -417134.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -417191.250000 Penalty: 2740.847412
	Iteration 17Q: 3 clusters Score -417191.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -417223.125000 Penalty: 2740.847412
	Iteration 18Q: 3 clusters Score -417223.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -417241.468750 Penalty: 2740.847412
	Iteration 19Q: 3 clusters Score -417241.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -417253.187500 Penalty: 2740.847412
	Iteration 20F: 3 clusters Score -417253.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -417262.218750 Penalty: 2740.847412
	Iteration 21Q: 3 clusters Score -417262.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -417266.937500 Penalty: 2740.847412
	Iteration 22Q: 3 clusters Score -417266.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -417268.906250 Penalty: 2740.847412
	Iteration 23Q: 3 clusters Score -417268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -417273.281250 Penalty: 2740.847412
	Iteration 24Q: 3 clusters Score -417273.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -417278.343750 Penalty: 2740.847412
	Iteration 25Q: 3 clusters Score -417278.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -417280.312500 Penalty: 2740.847412
	Iteration 26Q: 3 clusters Score -417280.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -417282.093750 Penalty: 2740.847412
	Iteration 27Q: 3 clusters Score -417282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -417282.750000 Penalty: 2740.847412
	Iteration 28Q: 3 clusters Score -417282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -417284.625000 Penalty: 2740.847412
	Iteration 29Q: 3 clusters Score -417284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -417283.750000 Penalty: 2740.847412
	Iteration 30Q: 3 clusters Score -417283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -417285.187500 Penalty: 2740.847412
	Iteration 31Q: 3 clusters Score -417285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -417287.125000 Penalty: 2740.847412
	Iteration 32Q: 3 clusters Score -417287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -417286.750000 Penalty: 2740.847412
	Iteration 33Q: 3 clusters Score -417286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -417286.812500 Penalty: 2740.847412
	Iteration 34Q: 3 clusters Score -417286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -417286.375000 Penalty: 2740.847412
	Iteration 35Q: 3 clusters Score -417286.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -417287.187500 Penalty: 2740.847412
	Iteration 36Q: 3 clusters Score -417287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -417287.562500 Penalty: 2740.847412
	Iteration 37Q: 3 clusters Score -417287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -417287.562500 Penalty: 2740.847412
	Iteration 38F: 3 clusters Score -417287.6 nChanged 0
--- Evaluating fit on full set of 1702945 points ---
Entering Unmasked Estep 
Score: -157542960.000000 Penalty: 51293.636719
22->23 Clusters: Score -157542960.000000, best is -157551952.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 567648 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 25775 members 
Mstep: Class 3 contains 25910 members 
Mstep: Class 4 contains 25376 members 
Mstep: Class 5 contains 25695 members 
Mstep: Class 6 contains 26112 members 
Mstep: Class 7 contains 25907 members 
Mstep: Class 8 contains 25936 members 
Mstep: Class 9 contains 25662 members 
Mstep: Class 10 contains 25732 members 
Mstep: Class 11 contains 26091 members 
Mstep: Class 12 contains 25951 members 
Mstep: Class 13 contains 25589 members 
Mstep: Class 14 contains 25872 members 
Mstep: Class 15 contains 26035 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 25650 members 
Mstep: Class 18 contains 26040 members 
Mstep: Class 19 contains 25839 members 
Mstep: Class 20 contains 25842 members 
Mstep: Class 21 contains 25497 members 
Mstep: Class 22 contains 25645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 714.536438 but Gain 2153.003906
Score: -49635912.000000 Penalty: 45213.089844
Iteration 0F: 22 clusters Score -4.963591e+07 nChanged 537427
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 19984 members 
Mstep: Class 3 contains 30312 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 31053 members 
Mstep: Class 6 contains 39829 members 
Mstep: Class 7 contains 26370 members 
Mstep: Class 8 contains 45998 members 
Mstep: Class 9 contains 16990 members 
Mstep: Class 10 contains 33876 members 
Mstep: Class 11 contains 17164 members 
Mstep: Class 12 contains 17144 members 
Mstep: Class 13 contains 15497 members 
Mstep: Class 14 contains 31940 members 
Mstep: Class 15 contains 41733 members 
Mstep: Class 16 contains 32440 members 
Mstep: Class 17 contains 24341 members 
Mstep: Class 18 contains 22247 members 
Mstep: Class 19 contains 17934 members 
Mstep: Class 20 contains 22331 members 
Mstep: Class 22 contains 21687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51046964.000000 Penalty: 45213.089844
Iteration 1F: 22 clusters Score -5.104696e+07 nChanged 193268
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 20689 members 
Mstep: Class 3 contains 31830 members 
Mstep: Class 4 contains 13983 members 
Mstep: Class 5 contains 33039 members 
Mstep: Class 6 contains 51282 members 
Mstep: Class 7 contains 20228 members 
Mstep: Class 8 contains 50479 members 
Mstep: Class 9 contains 19044 members 
Mstep: Class 10 contains 33708 members 
Mstep: Class 11 contains 12951 members 
Mstep: Class 12 contains 15634 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 23489 members 
Mstep: Class 15 contains 38962 members 
Mstep: Class 16 contains 38671 members 
Mstep: Class 17 contains 20749 members 
Mstep: Class 18 contains 23889 members 
Mstep: Class 19 contains 11503 members 
Mstep: Class 20 contains 16703 members 
Mstep: Class 22 contains 19070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51384568.000000 Penalty: 45213.089844
Iteration 2F: 22 clusters Score -5.138457e+07 nChanged 151410
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 22090 members 
Mstep: Class 3 contains 28692 members 
Mstep: Class 4 contains 10594 members 
Mstep: Class 5 contains 30906 members 
Mstep: Class 6 contains 56782 members 
Mstep: Class 7 contains 15023 members 
Mstep: Class 8 contains 61503 members 
Mstep: Class 9 contains 25129 members 
Mstep: Class 10 contains 29665 members 
Mstep: Class 11 contains 10752 members 
Mstep: Class 12 contains 14956 members 
Mstep: Class 13 contains 6795 members 
Mstep: Class 14 contains 16938 members 
Mstep: Class 15 contains 32988 members 
Mstep: Class 16 contains 40942 members 
Mstep: Class 17 contains 15226 members 
Mstep: Class 18 contains 28984 members 
Mstep: Class 19 contains 8779 members 
Mstep: Class 20 contains 11422 members 
Mstep: Class 22 contains 14979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51625912.000000 Penalty: 45213.089844
Iteration 3F: 22 clusters Score -5.162591e+07 nChanged 121633
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 101858 members 
Mstep: Class 2 contains 24556 members 
Mstep: Class 3 contains 26696 members 
Mstep: Class 4 contains 8793 members 
Mstep: Class 5 contains 30947 members 
Mstep: Class 6 contains 61805 members 
Mstep: Class 7 contains 11544 members 
Mstep: Class 8 contains 74428 members 
Mstep: Class 9 contains 29886 members 
Mstep: Class 10 contains 22752 members 
Mstep: Class 11 contains 9376 members 
Mstep: Class 12 contains 12802 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 10830 members 
Mstep: Class 15 contains 27580 members 
Mstep: Class 16 contains 39765 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 34144 members 
Mstep: Class 19 contains 6255 members 
Mstep: Class 20 contains 7282 members 
Mstep: Class 22 contains 11793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51814000.000000 Penalty: 45213.089844
Iteration 4F: 22 clusters Score -5.1814e+07 nChanged 100682
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 26323 members 
Mstep: Class 3 contains 26568 members 
Mstep: Class 4 contains 8533 members 
Mstep: Class 5 contains 33663 members 
Mstep: Class 6 contains 67117 members 
Mstep: Class 7 contains 9992 members 
Mstep: Class 8 contains 87124 members 
Mstep: Class 9 contains 34329 members 
Mstep: Class 10 contains 15233 members 
Mstep: Class 11 contains 8598 members 
Mstep: Class 12 contains 9178 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 14 contains 5524 members 
Mstep: Class 15 contains 25158 members 
Mstep: Class 16 contains 35453 members 
Mstep: Class 17 contains 7233 members 
Mstep: Class 18 contains 35854 members 
Mstep: Class 19 contains 3740 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 22 contains 9801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51962836.000000 Penalty: 45213.089844
Iteration 5F: 22 clusters Score -5.196284e+07 nChanged 81352
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 114367 members 
Mstep: Class 2 contains 25609 members 
Mstep: Class 3 contains 28888 members 
Mstep: Class 4 contains 8076 members 
Mstep: Class 5 contains 38265 members 
Mstep: Class 6 contains 69494 members 
Mstep: Class 7 contains 9592 members 
Mstep: Class 8 contains 96868 members 
Mstep: Class 9 contains 36058 members 
Mstep: Class 10 contains 9295 members 
Mstep: Class 11 contains 8391 members 
Mstep: Class 12 contains 6232 members 
Mstep: Class 13 contains 3107 members 
Mstep: Class 14 contains 3936 members 
Mstep: Class 15 contains 24748 members 
Mstep: Class 16 contains 30587 members 
Mstep: Class 17 contains 5947 members 
Mstep: Class 18 contains 34513 members 
Mstep: Class 19 contains 2495 members 
Mstep: Class 20 contains 2741 members 
Mstep: Class 22 contains 8425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52062740.000000 Penalty: 45213.089844
Iteration 6F: 22 clusters Score -5.206274e+07 nChanged 64282
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 119299 members 
Mstep: Class 2 contains 23549 members 
Mstep: Class 3 contains 32031 members 
Mstep: Class 4 contains 7044 members 
Mstep: Class 5 contains 43095 members 
Mstep: Class 6 contains 66654 members 
Mstep: Class 7 contains 9107 members 
Mstep: Class 8 contains 102499 members 
Mstep: Class 9 contains 36075 members 
Mstep: Class 10 contains 5446 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 4718 members 
Mstep: Class 13 contains 2829 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 24813 members 
Mstep: Class 16 contains 28173 members 
Mstep: Class 17 contains 5466 members 
Mstep: Class 18 contains 31825 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 1946 members 
Mstep: Class 22 contains 7357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1933.002808 but Gain 2153.003906
Score: -52137252.000000 Penalty: 43060.085938
Iteration 7F: 21 clusters Score -5.213725e+07 nChanged 56223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 126266 members 
Mstep: Class 2 contains 21527 members 
Mstep: Class 3 contains 34987 members 
Mstep: Class 4 contains 5664 members 
Mstep: Class 5 contains 48008 members 
Mstep: Class 6 contains 57574 members 
Mstep: Class 7 contains 8749 members 
Mstep: Class 8 contains 106120 members 
Mstep: Class 9 contains 35465 members 
Mstep: Class 10 contains 3245 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 3999 members 
Mstep: Class 13 contains 2644 members 
Mstep: Class 14 contains 5747 members 
Mstep: Class 15 contains 25085 members 
Mstep: Class 16 contains 31488 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 28190 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 22 contains 6607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52205268.000000 Penalty: 43060.085938
Iteration 8F: 21 clusters Score -5.220527e+07 nChanged 49374
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 133074 members 
Mstep: Class 2 contains 20865 members 
Mstep: Class 3 contains 37418 members 
Mstep: Class 4 contains 4162 members 
Mstep: Class 5 contains 52621 members 
Mstep: Class 6 contains 44435 members 
Mstep: Class 7 contains 8167 members 
Mstep: Class 8 contains 107668 members 
Mstep: Class 9 contains 34895 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 3643 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 6530 members 
Mstep: Class 15 contains 24725 members 
Mstep: Class 16 contains 39557 members 
Mstep: Class 17 contains 5252 members 
Mstep: Class 18 contains 23726 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 22 contains 5996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2039.379639 but Gain 2153.003906
Score: -52254264.000000 Penalty: 40907.082031
Iteration 9F: 20 clusters Score -5.225426e+07 nChanged 41227
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 140533 members 
Mstep: Class 2 contains 21218 members 
Mstep: Class 3 contains 39293 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 56276 members 
Mstep: Class 6 contains 31796 members 
Mstep: Class 7 contains 7949 members 
Mstep: Class 8 contains 108040 members 
Mstep: Class 9 contains 34387 members 
Mstep: Class 11 contains 7838 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 2602 members 
Mstep: Class 14 contains 7165 members 
Mstep: Class 15 contains 23483 members 
Mstep: Class 16 contains 48304 members 
Mstep: Class 17 contains 5690 members 
Mstep: Class 18 contains 19613 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 22 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52286564.000000 Penalty: 40907.082031
Iteration 10F: 20 clusters Score -5.228656e+07 nChanged 30550
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 145882 members 
Mstep: Class 2 contains 21798 members 
Mstep: Class 3 contains 40596 members 
Mstep: Class 4 contains 1986 members 
Mstep: Class 5 contains 58748 members 
Mstep: Class 6 contains 21307 members 
Mstep: Class 7 contains 7678 members 
Mstep: Class 8 contains 108088 members 
Mstep: Class 9 contains 33942 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 3322 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 21705 members 
Mstep: Class 16 contains 56374 members 
Mstep: Class 17 contains 6118 members 
Mstep: Class 18 contains 15991 members 
Mstep: Class 19 contains 1771 members 
Mstep: Class 22 contains 5033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52309656.000000 Penalty: 40907.082031
Iteration 11F: 20 clusters Score -5.230966e+07 nChanged 23610
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 149510 members 
Mstep: Class 2 contains 22357 members 
Mstep: Class 3 contains 41308 members 
Mstep: Class 4 contains 1463 members 
Mstep: Class 5 contains 60371 members 
Mstep: Class 6 contains 13724 members 
Mstep: Class 7 contains 7389 members 
Mstep: Class 8 contains 108182 members 
Mstep: Class 9 contains 33548 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 8084 members 
Mstep: Class 15 contains 19880 members 
Mstep: Class 16 contains 63171 members 
Mstep: Class 17 contains 6624 members 
Mstep: Class 18 contains 13288 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 22 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1921.418823 but Gain 2153.003906
Score: -52326240.000000 Penalty: 38754.078125
Iteration 12Q: 19 clusters Score -5.232624e+07 nChanged 19407
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 22941 members 
Mstep: Class 3 contains 41734 members 
Mstep: Class 5 contains 62158 members 
Mstep: Class 6 contains 8675 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 108344 members 
Mstep: Class 9 contains 33228 members 
Mstep: Class 11 contains 5726 members 
Mstep: Class 12 contains 3018 members 
Mstep: Class 13 contains 2760 members 
Mstep: Class 14 contains 8529 members 
Mstep: Class 15 contains 17992 members 
Mstep: Class 16 contains 68646 members 
Mstep: Class 17 contains 7152 members 
Mstep: Class 18 contains 11407 members 
Mstep: Class 19 contains 2323 members 
Mstep: Class 22 contains 4025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52340716.000000 Penalty: 38754.078125
Iteration 13Q: 19 clusters Score -5.234072e+07 nChanged 14590
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152637 members 
Mstep: Class 2 contains 23466 members 
Mstep: Class 3 contains 41808 members 
Mstep: Class 5 contains 62889 members 
Mstep: Class 6 contains 5714 members 
Mstep: Class 7 contains 6883 members 
Mstep: Class 8 contains 108440 members 
Mstep: Class 9 contains 32954 members 
Mstep: Class 11 contains 5244 members 
Mstep: Class 12 contains 2894 members 
Mstep: Class 13 contains 2798 members 
Mstep: Class 14 contains 8918 members 
Mstep: Class 15 contains 16204 members 
Mstep: Class 16 contains 72942 members 
Mstep: Class 17 contains 7714 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 22 contains 3520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52350908.000000 Penalty: 38754.078125
Iteration 14Q: 19 clusters Score -5.235091e+07 nChanged 12227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153011 members 
Mstep: Class 2 contains 23961 members 
Mstep: Class 3 contains 41736 members 
Mstep: Class 5 contains 63503 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 6362 members 
Mstep: Class 8 contains 108477 members 
Mstep: Class 9 contains 32633 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 2903 members 
Mstep: Class 14 contains 9219 members 
Mstep: Class 15 contains 14777 members 
Mstep: Class 16 contains 76359 members 
Mstep: Class 17 contains 8253 members 
Mstep: Class 18 contains 9033 members 
Mstep: Class 19 contains 2840 members 
Mstep: Class 22 contains 3108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52359824.000000 Penalty: 38754.078125
Iteration 15Q: 19 clusters Score -5.235982e+07 nChanged 10115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153138 members 
Mstep: Class 2 contains 24398 members 
Mstep: Class 3 contains 41574 members 
Mstep: Class 5 contains 64140 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 5944 members 
Mstep: Class 8 contains 108428 members 
Mstep: Class 9 contains 32333 members 
Mstep: Class 11 contains 4488 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 9425 members 
Mstep: Class 15 contains 13814 members 
Mstep: Class 16 contains 78881 members 
Mstep: Class 17 contains 8671 members 
Mstep: Class 18 contains 8232 members 
Mstep: Class 19 contains 3055 members 
Mstep: Class 22 contains 2877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1868.995483 but Gain 2153.003906
Score: -52365896.000000 Penalty: 36601.074219
Iteration 16Q: 18 clusters Score -5.23659e+07 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153550 members 
Mstep: Class 2 contains 24778 members 
Mstep: Class 3 contains 41330 members 
Mstep: Class 5 contains 64636 members 
Mstep: Class 7 contains 5693 members 
Mstep: Class 8 contains 108211 members 
Mstep: Class 9 contains 32087 members 
Mstep: Class 11 contains 4205 members 
Mstep: Class 12 contains 2680 members 
Mstep: Class 13 contains 3076 members 
Mstep: Class 14 contains 9579 members 
Mstep: Class 15 contains 13382 members 
Mstep: Class 16 contains 81783 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 7736 members 
Mstep: Class 19 contains 3239 members 
Mstep: Class 22 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371632.000000 Penalty: 36601.074219
Iteration 17Q: 18 clusters Score -5.237163e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153486 members 
Mstep: Class 2 contains 25098 members 
Mstep: Class 3 contains 41012 members 
Mstep: Class 5 contains 65033 members 
Mstep: Class 7 contains 5476 members 
Mstep: Class 8 contains 107967 members 
Mstep: Class 9 contains 31880 members 
Mstep: Class 11 contains 3996 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 3146 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 13063 members 
Mstep: Class 16 contains 82653 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 7470 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 22 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373560.000000 Penalty: 36601.074219
Iteration 18Q: 18 clusters Score -5.237356e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153455 members 
Mstep: Class 2 contains 25366 members 
Mstep: Class 3 contains 40696 members 
Mstep: Class 5 contains 65353 members 
Mstep: Class 7 contains 5331 members 
Mstep: Class 8 contains 107842 members 
Mstep: Class 9 contains 31680 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 2581 members 
Mstep: Class 13 contains 3209 members 
Mstep: Class 14 contains 9754 members 
Mstep: Class 15 contains 12816 members 
Mstep: Class 16 contains 83235 members 
Mstep: Class 17 contains 9095 members 
Mstep: Class 18 contains 7324 members 
Mstep: Class 19 contains 3541 members 
Mstep: Class 22 contains 2505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52375256.000000 Penalty: 36601.074219
Iteration 19Q: 18 clusters Score -5.237526e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153445 members 
Mstep: Class 2 contains 25576 members 
Mstep: Class 3 contains 40383 members 
Mstep: Class 5 contains 65657 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 107723 members 
Mstep: Class 9 contains 31479 members 
Mstep: Class 11 contains 3757 members 
Mstep: Class 12 contains 2525 members 
Mstep: Class 13 contains 3254 members 
Mstep: Class 14 contains 9802 members 
Mstep: Class 15 contains 12638 members 
Mstep: Class 16 contains 83652 members 
Mstep: Class 17 contains 9157 members 
Mstep: Class 18 contains 7226 members 
Mstep: Class 19 contains 3653 members 
Mstep: Class 22 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52376932.000000 Penalty: 36601.074219
Iteration 20F: 18 clusters Score -5.237693e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153401 members 
Mstep: Class 2 contains 25750 members 
Mstep: Class 3 contains 40195 members 
Mstep: Class 5 contains 65927 members 
Mstep: Class 7 contains 5167 members 
Mstep: Class 8 contains 107636 members 
Mstep: Class 9 contains 31292 members 
Mstep: Class 11 contains 3689 members 
Mstep: Class 12 contains 2501 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 9830 members 
Mstep: Class 15 contains 12496 members 
Mstep: Class 16 contains 83921 members 
Mstep: Class 17 contains 9212 members 
Mstep: Class 18 contains 7033 members 
Mstep: Class 19 contains 3761 members 
Mstep: Class 22 contains 2591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52377588.000000 Penalty: 36601.074219
Iteration 21Q: 18 clusters Score -5.237759e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 25878 members 
Mstep: Class 3 contains 39985 members 
Mstep: Class 5 contains 66191 members 
Mstep: Class 7 contains 5080 members 
Mstep: Class 8 contains 107560 members 
Mstep: Class 9 contains 31137 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 12 contains 2474 members 
Mstep: Class 13 contains 3199 members 
Mstep: Class 14 contains 9859 members 
Mstep: Class 15 contains 12383 members 
Mstep: Class 16 contains 84129 members 
Mstep: Class 17 contains 9227 members 
Mstep: Class 18 contains 6914 members 
Mstep: Class 19 contains 3866 members 
Mstep: Class 22 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52377940.000000 Penalty: 36601.074219
Iteration 22Q: 18 clusters Score -5.237794e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 25989 members 
Mstep: Class 3 contains 39785 members 
Mstep: Class 5 contains 66441 members 
Mstep: Class 7 contains 5025 members 
Mstep: Class 8 contains 107506 members 
Mstep: Class 9 contains 31030 members 
Mstep: Class 11 contains 3640 members 
Mstep: Class 12 contains 2437 members 
Mstep: Class 13 contains 3169 members 
Mstep: Class 14 contains 9880 members 
Mstep: Class 15 contains 12299 members 
Mstep: Class 16 contains 84234 members 
Mstep: Class 17 contains 9227 members 
Mstep: Class 18 contains 6827 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 22 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52378372.000000 Penalty: 36601.074219
Iteration 23Q: 18 clusters Score -5.237837e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153330 members 
Mstep: Class 2 contains 26103 members 
Mstep: Class 3 contains 39581 members 
Mstep: Class 5 contains 66685 members 
Mstep: Class 7 contains 4978 members 
Mstep: Class 8 contains 107448 members 
Mstep: Class 9 contains 30957 members 
Mstep: Class 11 contains 3616 members 
Mstep: Class 12 contains 2411 members 
Mstep: Class 13 contains 3143 members 
Mstep: Class 14 contains 9893 members 
Mstep: Class 15 contains 12231 members 
Mstep: Class 16 contains 84321 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 6760 members 
Mstep: Class 19 contains 4034 members 
Mstep: Class 22 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52378664.000000 Penalty: 36601.074219
Iteration 24Q: 18 clusters Score -5.237866e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153307 members 
Mstep: Class 2 contains 26211 members 
Mstep: Class 3 contains 39411 members 
Mstep: Class 5 contains 66891 members 
Mstep: Class 7 contains 4930 members 
Mstep: Class 8 contains 107379 members 
Mstep: Class 9 contains 30902 members 
Mstep: Class 11 contains 3590 members 
Mstep: Class 12 contains 2379 members 
Mstep: Class 13 contains 3140 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 12176 members 
Mstep: Class 16 contains 84402 members 
Mstep: Class 17 contains 9242 members 
Mstep: Class 18 contains 6695 members 
Mstep: Class 19 contains 4116 members 
Mstep: Class 22 contains 2973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52378924.000000 Penalty: 36601.074219
Iteration 25Q: 18 clusters Score -5.237892e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153264 members 
Mstep: Class 2 contains 26313 members 
Mstep: Class 3 contains 39208 members 
Mstep: Class 5 contains 67122 members 
Mstep: Class 7 contains 4894 members 
Mstep: Class 8 contains 107320 members 
Mstep: Class 9 contains 30853 members 
Mstep: Class 11 contains 3567 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 9900 members 
Mstep: Class 15 contains 12131 members 
Mstep: Class 16 contains 84466 members 
Mstep: Class 17 contains 9235 members 
Mstep: Class 18 contains 6655 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 22 contains 3004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379148.000000 Penalty: 36601.074219
Iteration 26Q: 18 clusters Score -5.237915e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153229 members 
Mstep: Class 2 contains 26415 members 
Mstep: Class 3 contains 39016 members 
Mstep: Class 5 contains 67344 members 
Mstep: Class 7 contains 4878 members 
Mstep: Class 8 contains 107271 members 
Mstep: Class 9 contains 30824 members 
Mstep: Class 11 contains 3534 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 3130 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12092 members 
Mstep: Class 16 contains 84507 members 
Mstep: Class 17 contains 9227 members 
Mstep: Class 18 contains 6608 members 
Mstep: Class 19 contains 4270 members 
Mstep: Class 22 contains 3031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379356.000000 Penalty: 36601.074219
Iteration 27Q: 18 clusters Score -5.237936e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153207 members 
Mstep: Class 2 contains 26504 members 
Mstep: Class 3 contains 38811 members 
Mstep: Class 5 contains 67572 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 107240 members 
Mstep: Class 9 contains 30798 members 
Mstep: Class 11 contains 3511 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 3137 members 
Mstep: Class 14 contains 9910 members 
Mstep: Class 15 contains 12064 members 
Mstep: Class 16 contains 84529 members 
Mstep: Class 17 contains 9226 members 
Mstep: Class 18 contains 6576 members 
Mstep: Class 19 contains 4312 members 
Mstep: Class 22 contains 3052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379532.000000 Penalty: 36601.074219
Iteration 28Q: 18 clusters Score -5.237953e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153167 members 
Mstep: Class 2 contains 26593 members 
Mstep: Class 3 contains 38607 members 
Mstep: Class 5 contains 67795 members 
Mstep: Class 7 contains 4848 members 
Mstep: Class 8 contains 107206 members 
Mstep: Class 9 contains 30767 members 
Mstep: Class 11 contains 3498 members 
Mstep: Class 12 contains 2312 members 
Mstep: Class 13 contains 3153 members 
Mstep: Class 14 contains 9910 members 
Mstep: Class 15 contains 12046 members 
Mstep: Class 16 contains 84547 members 
Mstep: Class 17 contains 9216 members 
Mstep: Class 18 contains 6558 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 22 contains 3066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379760.000000 Penalty: 36601.074219
Iteration 29Q: 18 clusters Score -5.237976e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153134 members 
Mstep: Class 2 contains 26668 members 
Mstep: Class 3 contains 38404 members 
Mstep: Class 5 contains 68004 members 
Mstep: Class 7 contains 4844 members 
Mstep: Class 8 contains 107196 members 
Mstep: Class 9 contains 30739 members 
Mstep: Class 11 contains 3453 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12032 members 
Mstep: Class 16 contains 84557 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 6538 members 
Mstep: Class 19 contains 4393 members 
Mstep: Class 22 contains 3086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379924.000000 Penalty: 36601.074219
Iteration 30Q: 18 clusters Score -5.237992e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153097 members 
Mstep: Class 2 contains 26752 members 
Mstep: Class 3 contains 38204 members 
Mstep: Class 5 contains 68214 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 107185 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 11 contains 3393 members 
Mstep: Class 12 contains 2295 members 
Mstep: Class 13 contains 3195 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 84560 members 
Mstep: Class 17 contains 9199 members 
Mstep: Class 18 contains 6519 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 22 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380036.000000 Penalty: 36601.074219
Iteration 31Q: 18 clusters Score -5.238004e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153062 members 
Mstep: Class 2 contains 26842 members 
Mstep: Class 3 contains 38004 members 
Mstep: Class 5 contains 68421 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 107169 members 
Mstep: Class 9 contains 30697 members 
Mstep: Class 11 contains 3316 members 
Mstep: Class 12 contains 2286 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 9904 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 84563 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 6498 members 
Mstep: Class 19 contains 4494 members 
Mstep: Class 22 contains 3112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380248.000000 Penalty: 36601.074219
Iteration 32Q: 18 clusters Score -5.238025e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153042 members 
Mstep: Class 2 contains 26936 members 
Mstep: Class 3 contains 37809 members 
Mstep: Class 5 contains 68612 members 
Mstep: Class 7 contains 4826 members 
Mstep: Class 8 contains 107127 members 
Mstep: Class 9 contains 30681 members 
Mstep: Class 11 contains 3257 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 3234 members 
Mstep: Class 14 contains 9904 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 84561 members 
Mstep: Class 17 contains 9188 members 
Mstep: Class 18 contains 6489 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 22 contains 3122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380432.000000 Penalty: 36601.074219
Iteration 33Q: 18 clusters Score -5.238043e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 153016 members 
Mstep: Class 2 contains 27028 members 
Mstep: Class 3 contains 37614 members 
Mstep: Class 5 contains 68805 members 
Mstep: Class 7 contains 4812 members 
Mstep: Class 8 contains 107082 members 
Mstep: Class 9 contains 30671 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 3249 members 
Mstep: Class 14 contains 9903 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 84564 members 
Mstep: Class 17 contains 9184 members 
Mstep: Class 18 contains 6484 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 22 contains 3131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380552.000000 Penalty: 36601.074219
Iteration 34Q: 18 clusters Score -5.238055e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152997 members 
Mstep: Class 2 contains 27110 members 
Mstep: Class 3 contains 37430 members 
Mstep: Class 5 contains 68983 members 
Mstep: Class 7 contains 4800 members 
Mstep: Class 8 contains 107032 members 
Mstep: Class 9 contains 30667 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 2307 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 9903 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 84556 members 
Mstep: Class 17 contains 9177 members 
Mstep: Class 18 contains 6478 members 
Mstep: Class 19 contains 4609 members 
Mstep: Class 22 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380684.000000 Penalty: 36601.074219
Iteration 35Q: 18 clusters Score -5.238068e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152976 members 
Mstep: Class 2 contains 27171 members 
Mstep: Class 3 contains 37265 members 
Mstep: Class 5 contains 69138 members 
Mstep: Class 7 contains 4795 members 
Mstep: Class 8 contains 107002 members 
Mstep: Class 9 contains 30666 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 9904 members 
Mstep: Class 15 contains 12005 members 
Mstep: Class 16 contains 84557 members 
Mstep: Class 17 contains 9171 members 
Mstep: Class 18 contains 6474 members 
Mstep: Class 19 contains 4635 members 
Mstep: Class 22 contains 3140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380700.000000 Penalty: 36601.074219
Iteration 36Q: 18 clusters Score -5.23807e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152961 members 
Mstep: Class 2 contains 27201 members 
Mstep: Class 3 contains 37092 members 
Mstep: Class 5 contains 69305 members 
Mstep: Class 7 contains 4784 members 
Mstep: Class 8 contains 106972 members 
Mstep: Class 9 contains 30660 members 
Mstep: Class 11 contains 3166 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 3275 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 84562 members 
Mstep: Class 17 contains 9173 members 
Mstep: Class 18 contains 6468 members 
Mstep: Class 19 contains 4659 members 
Mstep: Class 22 contains 3144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380696.000000 Penalty: 36601.074219
Iteration 37Q: 18 clusters Score -5.23807e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152958 members 
Mstep: Class 2 contains 27231 members 
Mstep: Class 3 contains 36935 members 
Mstep: Class 5 contains 69464 members 
Mstep: Class 7 contains 4770 members 
Mstep: Class 8 contains 106935 members 
Mstep: Class 9 contains 30658 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 84558 members 
Mstep: Class 17 contains 9170 members 
Mstep: Class 18 contains 6460 members 
Mstep: Class 19 contains 4678 members 
Mstep: Class 22 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380748.000000 Penalty: 36601.074219
Iteration 38Q: 18 clusters Score -5.238075e+07 nChanged 355
Entering ConstructFrom: 
Score: -52380748.000000 Penalty: 36601.074219
Entering ConstructFrom: 
Trying to split cluster 1 (152949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152949 members 
Entering Unmasked Estep 
Score: -14497103.000000 Penalty: 1939.902222
	Iteration 0F: 2 clusters Score -1.44971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76294 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -14395637.000000 Penalty: 3879.804443
	Iteration 0F: 3 clusters Score -1.439564e+07 nChanged 73654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 80905 members 
Entering Unmasked Estep 
Score: -14438900.000000 Penalty: 3879.804443
	Iteration 1F: 3 clusters Score -1.44389e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 83782 members 
Entering Unmasked Estep 
Score: -14440408.000000 Penalty: 3879.804443
	Iteration 2Q: 3 clusters Score -1.444041e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64607 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -14442941.000000 Penalty: 3879.804443
	Iteration 3Q: 3 clusters Score -1.444294e+07 nChanged 8940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57617 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -14447741.000000 Penalty: 3879.804443
	Iteration 4F: 3 clusters Score -1.444774e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -14455213.000000 Penalty: 3879.804443
	Iteration 5F: 3 clusters Score -1.445521e+07 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 115865 members 
Entering Unmasked Estep 
Score: -14465006.000000 Penalty: 3879.804443
	Iteration 6F: 3 clusters Score -1.446501e+07 nChanged 11777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 126784 members 
Entering Unmasked Estep 
Score: -14474949.000000 Penalty: 3879.804443
	Iteration 7F: 3 clusters Score -1.447495e+07 nChanged 9488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 135896 members 
Entering Unmasked Estep 
Score: -14482911.000000 Penalty: 3879.804443
	Iteration 8F: 3 clusters Score -1.448291e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 142289 members 
Entering Unmasked Estep 
Score: -14488034.000000 Penalty: 3879.804443
	Iteration 9Q: 3 clusters Score -1.448803e+07 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 146545 members 
Entering Unmasked Estep 
Score: -14491240.000000 Penalty: 3879.804443
	Iteration 10Q: 3 clusters Score -1.449124e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 149215 members 
Entering Unmasked Estep 
Score: -14493069.000000 Penalty: 3879.804443
	Iteration 11Q: 3 clusters Score -1.449307e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 150756 members 
Entering Unmasked Estep 
Score: -14494083.000000 Penalty: 3879.804443
	Iteration 12Q: 3 clusters Score -1.449408e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 151603 members 
Entering Unmasked Estep 
Score: -14494596.000000 Penalty: 3879.804443
	Iteration 13Q: 3 clusters Score -1.44946e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 152042 members 
Entering Unmasked Estep 
Score: -14494935.000000 Penalty: 3879.804443
	Iteration 14Q: 3 clusters Score -1.449494e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 152265 members 
Entering Unmasked Estep 
Score: -14495122.000000 Penalty: 3879.804443
	Iteration 15Q: 3 clusters Score -1.449512e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 152357 members 
Entering Unmasked Estep 
Score: -14495237.000000 Penalty: 3879.804443
	Iteration 16Q: 3 clusters Score -1.449524e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 152404 members 
Entering Unmasked Estep 
Score: -14495286.000000 Penalty: 3879.804443
	Iteration 17Q: 3 clusters Score -1.449529e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 152429 members 
Entering Unmasked Estep 
Score: -14495320.000000 Penalty: 3879.804443
	Iteration 18Q: 3 clusters Score -1.449532e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 152456 members 
Entering Unmasked Estep 
Score: -14495346.000000 Penalty: 3879.804443
	Iteration 19Q: 3 clusters Score -1.449535e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 152462 members 
Entering Unmasked Estep 
Score: -14495369.000000 Penalty: 3879.804443
	Iteration 20F: 3 clusters Score -1.449537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 152469 members 
Entering Unmasked Estep 
Score: -14495409.000000 Penalty: 3879.804443
	Iteration 21Q: 3 clusters Score -1.449541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 152470 members 
Entering Unmasked Estep 
Score: -14495412.000000 Penalty: 3879.804443
	Iteration 22Q: 3 clusters Score -1.449541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 152481 members 
Entering Unmasked Estep 
Score: -14495425.000000 Penalty: 3879.804443
	Iteration 23Q: 3 clusters Score -1.449542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 152486 members 
Entering Unmasked Estep 
Score: -14495434.000000 Penalty: 3879.804443
	Iteration 24Q: 3 clusters Score -1.449543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 152487 members 
Entering Unmasked Estep 
Score: -14495467.000000 Penalty: 3879.804443
	Iteration 25Q: 3 clusters Score -1.449547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 152487 members 
Entering Unmasked Estep 
Score: -14495468.000000 Penalty: 3879.804443
	Iteration 26Q: 3 clusters Score -1.449547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 152488 members 
Entering Unmasked Estep 
Score: -14495490.000000 Penalty: 3879.804443
	Iteration 27Q: 3 clusters Score -1.449549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 152496 members 
Entering Unmasked Estep 
Score: -14495499.000000 Penalty: 3879.804443
	Iteration 28Q: 3 clusters Score -1.44955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -14495531.000000 Penalty: 3879.804443
	Iteration 29Q: 3 clusters Score -1.449553e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 152505 members 
Entering Unmasked Estep 
Score: -14495538.000000 Penalty: 3879.804443
	Iteration 30Q: 3 clusters Score -1.449554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 152512 members 
Entering Unmasked Estep 
Score: -14495546.000000 Penalty: 3879.804443
	Iteration 31Q: 3 clusters Score -1.449555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 152514 members 
Entering Unmasked Estep 
Score: -14495537.000000 Penalty: 3879.804443
	Iteration 32Q: 3 clusters Score -1.449554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 152511 members 
Entering Unmasked Estep 
Score: -14495541.000000 Penalty: 3879.804443
	Iteration 33Q: 3 clusters Score -1.449554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -14495547.000000 Penalty: 3879.804443
	Iteration 34Q: 3 clusters Score -1.449555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -14495559.000000 Penalty: 3879.804443
	Iteration 35Q: 3 clusters Score -1.449556e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 152509 members 
Entering Unmasked Estep 
Score: -14495558.000000 Penalty: 3879.804443
	Iteration 36Q: 3 clusters Score -1.449556e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -14495563.000000 Penalty: 3879.804443
	Iteration 37Q: 3 clusters Score -1.449556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -14495563.000000 Penalty: 3879.804443
	Iteration 38F: 3 clusters Score -1.449556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Entering Unmasked Estep 
Score: -2591408.500000 Penalty: 1659.605225
	Iteration 0F: 2 clusters Score -2591408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2573042.500000 Penalty: 3319.210449
	Iteration 0F: 3 clusters Score -2573042 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2579968.000000 Penalty: 3319.210449
	Iteration 1F: 3 clusters Score -2579968 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2580560.250000 Penalty: 3319.210449
	Iteration 2Q: 3 clusters Score -2580560 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2581186.250000 Penalty: 3319.210449
	Iteration 3F: 3 clusters Score -2581186 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2581862.000000 Penalty: 3319.210449
	Iteration 4F: 3 clusters Score -2581862 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2582555.000000 Penalty: 3319.210449
	Iteration 5F: 3 clusters Score -2582555 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2583259.250000 Penalty: 3319.210449
	Iteration 6F: 3 clusters Score -2583259 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2583960.250000 Penalty: 3319.210449
	Iteration 7F: 3 clusters Score -2583960 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2584716.250000 Penalty: 3319.210449
	Iteration 8Q: 3 clusters Score -2584716 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2585512.750000 Penalty: 3319.210449
	Iteration 9Q: 3 clusters Score -2585513 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2586260.500000 Penalty: 3319.210449
	Iteration 10Q: 3 clusters Score -2586260 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2586919.500000 Penalty: 3319.210449
	Iteration 11Q: 3 clusters Score -2586920 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2587432.000000 Penalty: 3319.210449
	Iteration 12Q: 3 clusters Score -2587432 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2587841.250000 Penalty: 3319.210449
	Iteration 13Q: 3 clusters Score -2587841 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -2588188.500000 Penalty: 3319.210449
	Iteration 14Q: 3 clusters Score -2588188 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2588498.750000 Penalty: 3319.210449
	Iteration 15Q: 3 clusters Score -2588499 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2588862.500000 Penalty: 3319.210449
	Iteration 16Q: 3 clusters Score -2588862 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2589199.250000 Penalty: 3319.210449
	Iteration 17Q: 3 clusters Score -2589199 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2589518.250000 Penalty: 3319.210449
	Iteration 18Q: 3 clusters Score -2589518 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2589799.500000 Penalty: 3319.210449
	Iteration 19Q: 3 clusters Score -2589800 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2590029.000000 Penalty: 3319.210449
	Iteration 20F: 3 clusters Score -2590029 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2590239.250000 Penalty: 3319.210449
	Iteration 21Q: 3 clusters Score -2590239 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2590417.750000 Penalty: 3319.210449
	Iteration 22Q: 3 clusters Score -2590418 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2590536.000000 Penalty: 3319.210449
	Iteration 23Q: 3 clusters Score -2590536 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2590622.750000 Penalty: 3319.210449
	Iteration 24Q: 3 clusters Score -2590623 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2590717.250000 Penalty: 3319.210449
	Iteration 25Q: 3 clusters Score -2590717 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2590778.250000 Penalty: 3319.210449
	Iteration 26Q: 3 clusters Score -2590778 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2590827.500000 Penalty: 3319.210449
	Iteration 27Q: 3 clusters Score -2590828 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2590853.000000 Penalty: 3319.210449
	Iteration 28Q: 3 clusters Score -2590853 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2590890.250000 Penalty: 3319.210449
	Iteration 29Q: 3 clusters Score -2590890 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -2590902.500000 Penalty: 3319.210449
	Iteration 30Q: 3 clusters Score -2590902 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2590921.250000 Penalty: 3319.210449
	Iteration 31Q: 3 clusters Score -2590921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -2590934.500000 Penalty: 3319.210449
	Iteration 32Q: 3 clusters Score -2590934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2590944.500000 Penalty: 3319.210449
	Iteration 33Q: 3 clusters Score -2590944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2590945.750000 Penalty: 3319.210449
	Iteration 34Q: 3 clusters Score -2590946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2590946.500000 Penalty: 3319.210449
	Iteration 35Q: 3 clusters Score -2590946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2590955.000000 Penalty: 3319.210449
	Iteration 36Q: 3 clusters Score -2590955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2590966.500000 Penalty: 3319.210449
	Iteration 37Q: 3 clusters Score -2590966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2590967.000000 Penalty: 3319.210449
	Iteration 38Q: 3 clusters Score -2590967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2590969.250000 Penalty: 3319.210449
	Iteration 39Q: 3 clusters Score -2590969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -2590974.000000 Penalty: 3319.210449
	Iteration 40F: 3 clusters Score -2590974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2590978.000000 Penalty: 3319.210449
	Iteration 41Q: 3 clusters Score -2590978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2590976.750000 Penalty: 3319.210449
	Iteration 42Q: 3 clusters Score -2590977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2590979.500000 Penalty: 3319.210449
	Iteration 43Q: 3 clusters Score -2590980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2590981.500000 Penalty: 3319.210449
	Iteration 44Q: 3 clusters Score -2590982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2590984.750000 Penalty: 3319.210449
	Iteration 45Q: 3 clusters Score -2590985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2590984.500000 Penalty: 3319.210449
	Iteration 46Q: 3 clusters Score -2590984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2590982.500000 Penalty: 3319.210449
	Iteration 47Q: 3 clusters Score -2590982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2590982.500000 Penalty: 3319.210449
	Iteration 48F: 3 clusters Score -2590982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Entering Unmasked Estep 
Score: -3479886.250000 Penalty: 1708.284302
	Iteration 0F: 2 clusters Score -3479886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3455064.250000 Penalty: 3416.568604
	Iteration 0F: 3 clusters Score -3455064 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3464971.750000 Penalty: 3416.568604
	Iteration 1F: 3 clusters Score -3464972 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3465513.750000 Penalty: 3416.568604
	Iteration 2Q: 3 clusters Score -3465514 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3466164.500000 Penalty: 3416.568604
	Iteration 3Q: 3 clusters Score -3466164 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3466927.250000 Penalty: 3416.568604
	Iteration 4Q: 3 clusters Score -3466927 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3467832.500000 Penalty: 3416.568604
	Iteration 5F: 3 clusters Score -3467832 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -3468920.500000 Penalty: 3416.568604
	Iteration 6F: 3 clusters Score -3468920 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3470336.250000 Penalty: 3416.568604
	Iteration 7F: 3 clusters Score -3470336 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3472101.500000 Penalty: 3416.568604
	Iteration 8F: 3 clusters Score -3472102 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3473630.000000 Penalty: 3416.568604
	Iteration 9F: 3 clusters Score -3473630 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3474671.750000 Penalty: 3416.568604
	Iteration 10Q: 3 clusters Score -3474672 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3475344.250000 Penalty: 3416.568604
	Iteration 11Q: 3 clusters Score -3475344 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -3475813.750000 Penalty: 3416.568604
	Iteration 12Q: 3 clusters Score -3475814 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -3476194.750000 Penalty: 3416.568604
	Iteration 13Q: 3 clusters Score -3476195 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3476528.000000 Penalty: 3416.568604
	Iteration 14Q: 3 clusters Score -3476528 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3476856.750000 Penalty: 3416.568604
	Iteration 15Q: 3 clusters Score -3476857 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3477142.250000 Penalty: 3416.568604
	Iteration 16Q: 3 clusters Score -3477142 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -3477343.750000 Penalty: 3416.568604
	Iteration 17Q: 3 clusters Score -3477344 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -3477527.250000 Penalty: 3416.568604
	Iteration 18Q: 3 clusters Score -3477527 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -3477653.750000 Penalty: 3416.568604
	Iteration 19Q: 3 clusters Score -3477654 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -3477754.000000 Penalty: 3416.568604
	Iteration 20F: 3 clusters Score -3477754 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3477831.500000 Penalty: 3416.568604
	Iteration 21Q: 3 clusters Score -3477832 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -3477904.000000 Penalty: 3416.568604
	Iteration 22Q: 3 clusters Score -3477904 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -3477978.250000 Penalty: 3416.568604
	Iteration 23Q: 3 clusters Score -3477978 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -3478041.500000 Penalty: 3416.568604
	Iteration 24Q: 3 clusters Score -3478042 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -3478082.500000 Penalty: 3416.568604
	Iteration 25Q: 3 clusters Score -3478082 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -3478145.750000 Penalty: 3416.568604
	Iteration 26Q: 3 clusters Score -3478146 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -3478215.750000 Penalty: 3416.568604
	Iteration 27Q: 3 clusters Score -3478216 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3478253.250000 Penalty: 3416.568604
	Iteration 28Q: 3 clusters Score -3478253 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -3478292.000000 Penalty: 3416.568604
	Iteration 29Q: 3 clusters Score -3478292 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -3478326.750000 Penalty: 3416.568604
	Iteration 30Q: 3 clusters Score -3478327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -3478354.500000 Penalty: 3416.568604
	Iteration 31Q: 3 clusters Score -3478354 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -3478364.000000 Penalty: 3416.568604
	Iteration 32Q: 3 clusters Score -3478364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -3478386.000000 Penalty: 3416.568604
	Iteration 33Q: 3 clusters Score -3478386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -3478401.000000 Penalty: 3416.568604
	Iteration 34Q: 3 clusters Score -3478401 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -3478422.000000 Penalty: 3416.568604
	Iteration 35Q: 3 clusters Score -3478422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -3478442.750000 Penalty: 3416.568604
	Iteration 36Q: 3 clusters Score -3478443 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -3478450.500000 Penalty: 3416.568604
	Iteration 37Q: 3 clusters Score -3478450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -3478465.500000 Penalty: 3416.568604
	Iteration 38Q: 3 clusters Score -3478466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -3478479.250000 Penalty: 3416.568604
	Iteration 39Q: 3 clusters Score -3478479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -3478496.000000 Penalty: 3416.568604
	Iteration 40F: 3 clusters Score -3478496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -3478498.250000 Penalty: 3416.568604
	Iteration 41Q: 3 clusters Score -3478498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -3478499.250000 Penalty: 3416.568604
	Iteration 42Q: 3 clusters Score -3478499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -3478510.750000 Penalty: 3416.568604
	Iteration 43Q: 3 clusters Score -3478511 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -3478509.250000 Penalty: 3416.568604
	Iteration 44Q: 3 clusters Score -3478509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -3478524.000000 Penalty: 3416.568604
	Iteration 45Q: 3 clusters Score -3478524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -3478539.750000 Penalty: 3416.568604
	Iteration 46Q: 3 clusters Score -3478540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -3478547.500000 Penalty: 3416.568604
	Iteration 47Q: 3 clusters Score -3478548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -3478552.500000 Penalty: 3416.568604
	Iteration 48Q: 3 clusters Score -3478552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -3478564.500000 Penalty: 3416.568604
	Iteration 49Q: 3 clusters Score -3478564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -3478569.000000 Penalty: 3416.568604
	Iteration 50Q: 3 clusters Score -3478569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -3478575.250000 Penalty: 3416.568604
	Iteration 51Q: 3 clusters Score -3478575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -3478576.250000 Penalty: 3416.568604
	Iteration 52Q: 3 clusters Score -3478576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -3478581.750000 Penalty: 3416.568604
	Iteration 53Q: 3 clusters Score -3478582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -3478584.500000 Penalty: 3416.568604
	Iteration 54Q: 3 clusters Score -3478584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -3478584.750000 Penalty: 3416.568604
	Iteration 55Q: 3 clusters Score -3478585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -3478586.000000 Penalty: 3416.568604
	Iteration 56Q: 3 clusters Score -3478586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -3478578.500000 Penalty: 3416.568604
	Iteration 57Q: 3 clusters Score -3478578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -3478587.000000 Penalty: 3416.568604
	Iteration 58Q: 3 clusters Score -3478587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -3478587.500000 Penalty: 3416.568604
	Iteration 59Q: 3 clusters Score -3478588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -3478585.500000 Penalty: 3416.568604
	Iteration 60F: 3 clusters Score -3478586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -3478589.000000 Penalty: 3416.568604
	Iteration 61Q: 3 clusters Score -3478589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -3478593.250000 Penalty: 3416.568604
	Iteration 62Q: 3 clusters Score -3478593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -3478594.250000 Penalty: 3416.568604
	Iteration 63Q: 3 clusters Score -3478594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -3478590.750000 Penalty: 3416.568604
	Iteration 64Q: 3 clusters Score -3478591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -3478592.000000 Penalty: 3416.568604
	Iteration 65Q: 3 clusters Score -3478592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -3478595.500000 Penalty: 3416.568604
	Iteration 66Q: 3 clusters Score -3478596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -3478604.000000 Penalty: 3416.568604
	Iteration 67Q: 3 clusters Score -3478604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -3478598.750000 Penalty: 3416.568604
	Iteration 68Q: 3 clusters Score -3478599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -3478599.500000 Penalty: 3416.568604
	Iteration 69Q: 3 clusters Score -3478600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -3478605.500000 Penalty: 3416.568604
	Iteration 70Q: 3 clusters Score -3478606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -3478612.250000 Penalty: 3416.568604
	Iteration 71Q: 3 clusters Score -3478612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -3478609.750000 Penalty: 3416.568604
	Iteration 72Q: 3 clusters Score -3478610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -3478609.000000 Penalty: 3416.568604
	Iteration 73Q: 3 clusters Score -3478609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -3478607.750000 Penalty: 3416.568604
	Iteration 74Q: 3 clusters Score -3478608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -3478612.500000 Penalty: 3416.568604
	Iteration 75Q: 3 clusters Score -3478612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -3478609.000000 Penalty: 3416.568604
	Iteration 76Q: 3 clusters Score -3478609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -3478607.250000 Penalty: 3416.568604
	Iteration 77Q: 3 clusters Score -3478607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -3478609.750000 Penalty: 3416.568604
	Iteration 78Q: 3 clusters Score -3478610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -3478609.750000 Penalty: 3416.568604
	Iteration 79Q: 3 clusters Score -3478610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -3478609.750000 Penalty: 3416.568604
	Iteration 80F: 3 clusters Score -3478610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (69634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Entering Unmasked Estep 
Score: -6582570.500000 Penalty: 1812.038940
	Iteration 0F: 2 clusters Score -6582570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -6536169.000000 Penalty: 3624.077881
	Iteration 0F: 3 clusters Score -6536169 nChanged 32888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -6554765.000000 Penalty: 3624.077881
	Iteration 1F: 3 clusters Score -6554765 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -6555432.500000 Penalty: 3624.077881
	Iteration 2Q: 3 clusters Score -6555432 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -6556295.500000 Penalty: 3624.077881
	Iteration 3Q: 3 clusters Score -6556296 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -6557438.000000 Penalty: 3624.077881
	Iteration 4Q: 3 clusters Score -6557438 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -6559149.500000 Penalty: 3624.077881
	Iteration 5F: 3 clusters Score -6559150 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -6561596.500000 Penalty: 3624.077881
	Iteration 6F: 3 clusters Score -6561596 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -6564892.000000 Penalty: 3624.077881
	Iteration 7F: 3 clusters Score -6564892 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -6568942.000000 Penalty: 3624.077881
	Iteration 8F: 3 clusters Score -6568942 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -6572804.500000 Penalty: 3624.077881
	Iteration 9F: 3 clusters Score -6572804 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -6575882.000000 Penalty: 3624.077881
	Iteration 10F: 3 clusters Score -6575882 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -6578082.500000 Penalty: 3624.077881
	Iteration 11Q: 3 clusters Score -6578082 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -6579364.000000 Penalty: 3624.077881
	Iteration 12Q: 3 clusters Score -6579364 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 68321 members 
Entering Unmasked Estep 
Score: -6580147.500000 Penalty: 3624.077881
	Iteration 13Q: 3 clusters Score -6580148 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 68858 members 
Entering Unmasked Estep 
Score: -6580532.000000 Penalty: 3624.077881
	Iteration 14Q: 3 clusters Score -6580532 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -6580722.000000 Penalty: 3624.077881
	Iteration 15Q: 3 clusters Score -6580722 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 69233 members 
Entering Unmasked Estep 
Score: -6580827.500000 Penalty: 3624.077881
	Iteration 16Q: 3 clusters Score -6580828 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 69294 members 
Entering Unmasked Estep 
Score: -6580867.000000 Penalty: 3624.077881
	Iteration 17Q: 3 clusters Score -6580867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 69330 members 
Entering Unmasked Estep 
Score: -6580916.000000 Penalty: 3624.077881
	Iteration 18Q: 3 clusters Score -6580916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 69354 members 
Entering Unmasked Estep 
Score: -6580947.000000 Penalty: 3624.077881
	Iteration 19Q: 3 clusters Score -6580947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 69371 members 
Entering Unmasked Estep 
Score: -6580964.000000 Penalty: 3624.077881
	Iteration 20F: 3 clusters Score -6580964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 69385 members 
Entering Unmasked Estep 
Score: -6580983.000000 Penalty: 3624.077881
	Iteration 21Q: 3 clusters Score -6580983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -6580997.500000 Penalty: 3624.077881
	Iteration 22Q: 3 clusters Score -6580998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 69398 members 
Entering Unmasked Estep 
Score: -6580999.500000 Penalty: 3624.077881
	Iteration 23Q: 3 clusters Score -6581000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 69399 members 
Entering Unmasked Estep 
Score: -6581002.000000 Penalty: 3624.077881
	Iteration 24Q: 3 clusters Score -6581002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -6581009.500000 Penalty: 3624.077881
	Iteration 25Q: 3 clusters Score -6581010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 69403 members 
Entering Unmasked Estep 
Score: -6581014.000000 Penalty: 3624.077881
	Iteration 26Q: 3 clusters Score -6581014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -6581013.500000 Penalty: 3624.077881
	Iteration 27Q: 3 clusters Score -6581014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -6581013.500000 Penalty: 3624.077881
	Iteration 28F: 3 clusters Score -6581014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Entering Unmasked Estep 
Score: -411441.343750 Penalty: 1375.948120
	Iteration 0F: 2 clusters Score -411441.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -407633.812500 Penalty: 2751.896240
	Iteration 0F: 3 clusters Score -407633.8 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -408684.687500 Penalty: 2751.896240
	Iteration 1F: 3 clusters Score -408684.7 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -408886.968750 Penalty: 2751.896240
	Iteration 2F: 3 clusters Score -408887 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -409057.781250 Penalty: 2751.896240
	Iteration 3F: 3 clusters Score -409057.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -409205.625000 Penalty: 2751.896240
	Iteration 4Q: 3 clusters Score -409205.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -409323.656250 Penalty: 2751.896240
	Iteration 5Q: 3 clusters Score -409323.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -409443.031250 Penalty: 2751.896240
	Iteration 6Q: 3 clusters Score -409443 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -409558.187500 Penalty: 2751.896240
	Iteration 7Q: 3 clusters Score -409558.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -409668.687500 Penalty: 2751.896240
	Iteration 8Q: 3 clusters Score -409668.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -409768.562500 Penalty: 2751.896240
	Iteration 9Q: 3 clusters Score -409768.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -409882.593750 Penalty: 2751.896240
	Iteration 10Q: 3 clusters Score -409882.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -409984.312500 Penalty: 2751.896240
	Iteration 11Q: 3 clusters Score -409984.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -410086.687500 Penalty: 2751.896240
	Iteration 12Q: 3 clusters Score -410086.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -410186.281250 Penalty: 2751.896240
	Iteration 13Q: 3 clusters Score -410186.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -410298.062500 Penalty: 2751.896240
	Iteration 14Q: 3 clusters Score -410298.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -410414.000000 Penalty: 2751.896240
	Iteration 15Q: 3 clusters Score -410414 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -410522.812500 Penalty: 2751.896240
	Iteration 16Q: 3 clusters Score -410522.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -410595.281250 Penalty: 2751.896240
	Iteration 17Q: 3 clusters Score -410595.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -410636.468750 Penalty: 2751.896240
	Iteration 18Q: 3 clusters Score -410636.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -410674.906250 Penalty: 2751.896240
	Iteration 19Q: 3 clusters Score -410674.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -410722.562500 Penalty: 2751.896240
	Iteration 20F: 3 clusters Score -410722.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -410767.656250 Penalty: 2751.896240
	Iteration 21Q: 3 clusters Score -410767.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -410810.968750 Penalty: 2751.896240
	Iteration 22Q: 3 clusters Score -410811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -410842.718750 Penalty: 2751.896240
	Iteration 23Q: 3 clusters Score -410842.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -410882.093750 Penalty: 2751.896240
	Iteration 24Q: 3 clusters Score -410882.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -410918.718750 Penalty: 2751.896240
	Iteration 25Q: 3 clusters Score -410918.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -410960.625000 Penalty: 2751.896240
	Iteration 26Q: 3 clusters Score -410960.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -411011.625000 Penalty: 2751.896240
	Iteration 27Q: 3 clusters Score -411011.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -411079.187500 Penalty: 2751.896240
	Iteration 28Q: 3 clusters Score -411079.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -411129.718750 Penalty: 2751.896240
	Iteration 29Q: 3 clusters Score -411129.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -411179.750000 Penalty: 2751.896240
	Iteration 30Q: 3 clusters Score -411179.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -411209.718750 Penalty: 2751.896240
	Iteration 31Q: 3 clusters Score -411209.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -411223.062500 Penalty: 2751.896240
	Iteration 32Q: 3 clusters Score -411223.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -411234.906250 Penalty: 2751.896240
	Iteration 33Q: 3 clusters Score -411234.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -411241.343750 Penalty: 2751.896240
	Iteration 34Q: 3 clusters Score -411241.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -411245.625000 Penalty: 2751.896240
	Iteration 35Q: 3 clusters Score -411245.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -411250.531250 Penalty: 2751.896240
	Iteration 36Q: 3 clusters Score -411250.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -411254.781250 Penalty: 2751.896240
	Iteration 37Q: 3 clusters Score -411254.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -411256.437500 Penalty: 2751.896240
	Iteration 38Q: 3 clusters Score -411256.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -411257.968750 Penalty: 2751.896240
	Iteration 39Q: 3 clusters Score -411258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -411257.906250 Penalty: 2751.896240
	Iteration 40F: 3 clusters Score -411257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -411258.000000 Penalty: 2751.896240
	Iteration 41Q: 3 clusters Score -411258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -411258.000000 Penalty: 2751.896240
	Iteration 42F: 3 clusters Score -411258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (106916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106916 members 
Entering Unmasked Estep 
Score: -10054903.000000 Penalty: 1881.717285
	Iteration 0F: 2 clusters Score -1.00549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53648 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -9983233.000000 Penalty: 3763.434570
	Iteration 0F: 3 clusters Score -9983233 nChanged 51229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -10013037.000000 Penalty: 3763.434570
	Iteration 1F: 3 clusters Score -1.001304e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -10013922.000000 Penalty: 3763.434570
	Iteration 2Q: 3 clusters Score -1.001392e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61133 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -10015302.000000 Penalty: 3763.434570
	Iteration 3Q: 3 clusters Score -1.00153e+07 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65282 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -10017523.000000 Penalty: 3763.434570
	Iteration 4Q: 3 clusters Score -1.001752e+07 nChanged 6221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -10021217.000000 Penalty: 3763.434570
	Iteration 5F: 3 clusters Score -1.002122e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -10027028.000000 Penalty: 3763.434570
	Iteration 6F: 3 clusters Score -1.002703e+07 nChanged 9052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87863 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -10035019.000000 Penalty: 3763.434570
	Iteration 7F: 3 clusters Score -1.003502e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -10043443.000000 Penalty: 3763.434570
	Iteration 8F: 3 clusters Score -1.004344e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102173 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -10049164.000000 Penalty: 3763.434570
	Iteration 9F: 3 clusters Score -1.004916e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104900 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -10051816.000000 Penalty: 3763.434570
	Iteration 10Q: 3 clusters Score -1.005182e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10052721.000000 Penalty: 3763.434570
	Iteration 11Q: 3 clusters Score -1.005272e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106198 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -10053039.000000 Penalty: 3763.434570
	Iteration 12Q: 3 clusters Score -1.005304e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -10053191.000000 Penalty: 3763.434570
	Iteration 13Q: 3 clusters Score -1.005319e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106360 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10053262.000000 Penalty: 3763.434570
	Iteration 14Q: 3 clusters Score -1.005326e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106381 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -10053302.000000 Penalty: 3763.434570
	Iteration 15Q: 3 clusters Score -1.00533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106389 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -10053321.000000 Penalty: 3763.434570
	Iteration 16Q: 3 clusters Score -1.005332e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106397 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10053358.000000 Penalty: 3763.434570
	Iteration 17Q: 3 clusters Score -1.005336e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106414 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10053386.000000 Penalty: 3763.434570
	Iteration 18Q: 3 clusters Score -1.005339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106421 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10053391.000000 Penalty: 3763.434570
	Iteration 19Q: 3 clusters Score -1.005339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106426 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10053412.000000 Penalty: 3763.434570
	Iteration 20F: 3 clusters Score -1.005341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10053411.000000 Penalty: 3763.434570
	Iteration 21Q: 3 clusters Score -1.005341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106438 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -10053419.000000 Penalty: 3763.434570
	Iteration 22Q: 3 clusters Score -1.005342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106444 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10053411.000000 Penalty: 3763.434570
	Iteration 23Q: 3 clusters Score -1.005341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -10053417.000000 Penalty: 3763.434570
	Iteration 24Q: 3 clusters Score -1.005342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106447 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10053423.000000 Penalty: 3763.434570
	Iteration 25Q: 3 clusters Score -1.005342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10053425.000000 Penalty: 3763.434570
	Iteration 26Q: 3 clusters Score -1.005342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106445 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10053425.000000 Penalty: 3763.434570
	Iteration 27Q: 3 clusters Score -1.005342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106444 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10053430.000000 Penalty: 3763.434570
	Iteration 28Q: 3 clusters Score -1.005343e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106441 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -10053420.000000 Penalty: 3763.434570
	Iteration 29Q: 3 clusters Score -1.005342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106442 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -10053432.000000 Penalty: 3763.434570
	Iteration 30Q: 3 clusters Score -1.005343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106446 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -10053437.000000 Penalty: 3763.434570
	Iteration 31Q: 3 clusters Score -1.005344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106447 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10053437.000000 Penalty: 3763.434570
	Iteration 32Q: 3 clusters Score -1.005344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10053446.000000 Penalty: 3763.434570
	Iteration 33Q: 3 clusters Score -1.005345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106455 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -10053446.000000 Penalty: 3763.434570
	Iteration 34Q: 3 clusters Score -1.005345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106456 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10053445.000000 Penalty: 3763.434570
	Iteration 35Q: 3 clusters Score -1.005344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106458 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10053445.000000 Penalty: 3763.434570
	Iteration 36Q: 3 clusters Score -1.005344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106458 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10053445.000000 Penalty: 3763.434570
	Iteration 37F: 3 clusters Score -1.005344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Entering Unmasked Estep 
Score: -2942457.500000 Penalty: 1678.725098
	Iteration 0F: 2 clusters Score -2942458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -2921974.000000 Penalty: 3357.450195
	Iteration 0F: 3 clusters Score -2921974 nChanged 14108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2930601.000000 Penalty: 3357.450195
	Iteration 1F: 3 clusters Score -2930601 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2931788.250000 Penalty: 3357.450195
	Iteration 2F: 3 clusters Score -2931788 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2933450.250000 Penalty: 3357.450195
	Iteration 3F: 3 clusters Score -2933450 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2935537.750000 Penalty: 3357.450195
	Iteration 4F: 3 clusters Score -2935538 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2937655.500000 Penalty: 3357.450195
	Iteration 5F: 3 clusters Score -2937656 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -2939527.250000 Penalty: 3357.450195
	Iteration 6F: 3 clusters Score -2939527 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2940984.250000 Penalty: 3357.450195
	Iteration 7Q: 3 clusters Score -2940984 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2941860.250000 Penalty: 3357.450195
	Iteration 8Q: 3 clusters Score -2941860 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2942322.000000 Penalty: 3357.450195
	Iteration 9Q: 3 clusters Score -2942322 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2942545.250000 Penalty: 3357.450195
	Iteration 10Q: 3 clusters Score -2942545 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2942683.750000 Penalty: 3357.450195
	Iteration 11Q: 3 clusters Score -2942684 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2942744.250000 Penalty: 3357.450195
	Iteration 12Q: 3 clusters Score -2942744 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2942779.000000 Penalty: 3357.450195
	Iteration 13Q: 3 clusters Score -2942779 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2942793.250000 Penalty: 3357.450195
	Iteration 14Q: 3 clusters Score -2942793 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2942811.500000 Penalty: 3357.450195
	Iteration 15Q: 3 clusters Score -2942812 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -2942823.250000 Penalty: 3357.450195
	Iteration 16Q: 3 clusters Score -2942823 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -2942833.500000 Penalty: 3357.450195
	Iteration 17Q: 3 clusters Score -2942834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2942836.000000 Penalty: 3357.450195
	Iteration 18Q: 3 clusters Score -2942836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2942839.500000 Penalty: 3357.450195
	Iteration 19Q: 3 clusters Score -2942840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -2942835.000000 Penalty: 3357.450195
	Iteration 20F: 3 clusters Score -2942835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -2942832.500000 Penalty: 3357.450195
	Iteration 21Q: 3 clusters Score -2942832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -2942832.000000 Penalty: 3357.450195
	Iteration 22Q: 3 clusters Score -2942832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -2942835.750000 Penalty: 3357.450195
	Iteration 23Q: 3 clusters Score -2942836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -2942841.750000 Penalty: 3357.450195
	Iteration 24Q: 3 clusters Score -2942842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -2942841.500000 Penalty: 3357.450195
	Iteration 25Q: 3 clusters Score -2942842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2942852.250000 Penalty: 3357.450195
	Iteration 26Q: 3 clusters Score -2942852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2942848.500000 Penalty: 3357.450195
	Iteration 27Q: 3 clusters Score -2942848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -2942853.000000 Penalty: 3357.450195
	Iteration 28Q: 3 clusters Score -2942853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2942857.750000 Penalty: 3357.450195
	Iteration 29Q: 3 clusters Score -2942858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -2942855.250000 Penalty: 3357.450195
	Iteration 30Q: 3 clusters Score -2942855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2942861.500000 Penalty: 3357.450195
	Iteration 31Q: 3 clusters Score -2942862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2942857.500000 Penalty: 3357.450195
	Iteration 32Q: 3 clusters Score -2942858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2942860.000000 Penalty: 3357.450195
	Iteration 33Q: 3 clusters Score -2942860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -2942865.750000 Penalty: 3357.450195
	Iteration 34Q: 3 clusters Score -2942866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -2942864.500000 Penalty: 3357.450195
	Iteration 35Q: 3 clusters Score -2942864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2942868.000000 Penalty: 3357.450195
	Iteration 36Q: 3 clusters Score -2942868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2942868.000000 Penalty: 3357.450195
	Iteration 37F: 3 clusters Score -2942868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 27254 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 23514 members 
Mstep: Class 5 contains 69634 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 106916 members 
Mstep: Class 9 contains 7143 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 9911 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 84556 members 
Mstep: Class 17 contains 9169 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 4689 members 
Mstep: Class 22 contains 3156 members 
Entering Unmasked Estep 
Score: -52380964.000000 Penalty: 38754.078125
Splitting cluster 9 changes total score from -52380748.000000 to -52380964.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (3170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Entering Unmasked Estep 
Score: -297802.250000 Penalty: 1309.991699
	Iteration 0F: 2 clusters Score -297802.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -294988.718750 Penalty: 2619.983398
	Iteration 0F: 3 clusters Score -294988.7 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -295669.906250 Penalty: 2619.983398
	Iteration 1F: 3 clusters Score -295669.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -295845.218750 Penalty: 2619.983398
	Iteration 2F: 3 clusters Score -295845.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -295977.187500 Penalty: 2619.983398
	Iteration 3F: 3 clusters Score -295977.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -296061.031250 Penalty: 2619.983398
	Iteration 4Q: 3 clusters Score -296061 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -296125.406250 Penalty: 2619.983398
	Iteration 5Q: 3 clusters Score -296125.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -296172.375000 Penalty: 2619.983398
	Iteration 6Q: 3 clusters Score -296172.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -296214.562500 Penalty: 2619.983398
	Iteration 7Q: 3 clusters Score -296214.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -296254.781250 Penalty: 2619.983398
	Iteration 8Q: 3 clusters Score -296254.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -296287.156250 Penalty: 2619.983398
	Iteration 9Q: 3 clusters Score -296287.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -296305.500000 Penalty: 2619.983398
	Iteration 10Q: 3 clusters Score -296305.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -296325.062500 Penalty: 2619.983398
	Iteration 11Q: 3 clusters Score -296325.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -296347.312500 Penalty: 2619.983398
	Iteration 12Q: 3 clusters Score -296347.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -296364.375000 Penalty: 2619.983398
	Iteration 13Q: 3 clusters Score -296364.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -296380.375000 Penalty: 2619.983398
	Iteration 14Q: 3 clusters Score -296380.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -296393.906250 Penalty: 2619.983398
	Iteration 15Q: 3 clusters Score -296393.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -296412.656250 Penalty: 2619.983398
	Iteration 16Q: 3 clusters Score -296412.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -296423.781250 Penalty: 2619.983398
	Iteration 17Q: 3 clusters Score -296423.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -296430.562500 Penalty: 2619.983398
	Iteration 18Q: 3 clusters Score -296430.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -296442.875000 Penalty: 2619.983398
	Iteration 19Q: 3 clusters Score -296442.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -296458.062500 Penalty: 2619.983398
	Iteration 20F: 3 clusters Score -296458.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -296470.531250 Penalty: 2619.983398
	Iteration 21Q: 3 clusters Score -296470.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -296482.625000 Penalty: 2619.983398
	Iteration 22Q: 3 clusters Score -296482.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -296491.437500 Penalty: 2619.983398
	Iteration 23Q: 3 clusters Score -296491.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -296500.906250 Penalty: 2619.983398
	Iteration 24Q: 3 clusters Score -296500.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -296510.250000 Penalty: 2619.983398
	Iteration 25Q: 3 clusters Score -296510.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -296524.812500 Penalty: 2619.983398
	Iteration 26Q: 3 clusters Score -296524.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -296548.906250 Penalty: 2619.983398
	Iteration 27Q: 3 clusters Score -296548.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -296587.750000 Penalty: 2619.983398
	Iteration 28Q: 3 clusters Score -296587.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -296633.187500 Penalty: 2619.983398
	Iteration 29Q: 3 clusters Score -296633.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -296675.500000 Penalty: 2619.983398
	Iteration 30Q: 3 clusters Score -296675.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -296711.312500 Penalty: 2619.983398
	Iteration 31Q: 3 clusters Score -296711.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -296745.781250 Penalty: 2619.983398
	Iteration 32Q: 3 clusters Score -296745.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -296764.343750 Penalty: 2619.983398
	Iteration 33Q: 3 clusters Score -296764.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -296779.750000 Penalty: 2619.983398
	Iteration 34Q: 3 clusters Score -296779.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -296790.062500 Penalty: 2619.983398
	Iteration 35Q: 3 clusters Score -296790.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -296802.031250 Penalty: 2619.983398
	Iteration 36Q: 3 clusters Score -296802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -296811.281250 Penalty: 2619.983398
	Iteration 37Q: 3 clusters Score -296811.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -296818.906250 Penalty: 2619.983398
	Iteration 38Q: 3 clusters Score -296818.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -296824.875000 Penalty: 2619.983398
	Iteration 39Q: 3 clusters Score -296824.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -296830.125000 Penalty: 2619.983398
	Iteration 40F: 3 clusters Score -296830.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -296835.937500 Penalty: 2619.983398
	Iteration 41Q: 3 clusters Score -296835.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -296843.125000 Penalty: 2619.983398
	Iteration 42Q: 3 clusters Score -296843.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -296848.937500 Penalty: 2619.983398
	Iteration 43Q: 3 clusters Score -296848.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -296853.437500 Penalty: 2619.983398
	Iteration 44Q: 3 clusters Score -296853.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -296855.375000 Penalty: 2619.983398
	Iteration 45Q: 3 clusters Score -296855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -296856.937500 Penalty: 2619.983398
	Iteration 46Q: 3 clusters Score -296856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -296857.187500 Penalty: 2619.983398
	Iteration 47Q: 3 clusters Score -296857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -296857.875000 Penalty: 2619.983398
	Iteration 48Q: 3 clusters Score -296857.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -296858.375000 Penalty: 2619.983398
	Iteration 49Q: 3 clusters Score -296858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296859.156250 Penalty: 2619.983398
	Iteration 50Q: 3 clusters Score -296859.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296859.750000 Penalty: 2619.983398
	Iteration 51Q: 3 clusters Score -296859.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -296859.656250 Penalty: 2619.983398
	Iteration 52Q: 3 clusters Score -296859.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296860.468750 Penalty: 2619.983398
	Iteration 53Q: 3 clusters Score -296860.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -296861.468750 Penalty: 2619.983398
	Iteration 54Q: 3 clusters Score -296861.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -296861.656250 Penalty: 2619.983398
	Iteration 55Q: 3 clusters Score -296861.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -296863.250000 Penalty: 2619.983398
	Iteration 56Q: 3 clusters Score -296863.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -296863.531250 Penalty: 2619.983398
	Iteration 57Q: 3 clusters Score -296863.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -296865.000000 Penalty: 2619.983398
	Iteration 58Q: 3 clusters Score -296865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -296864.906250 Penalty: 2619.983398
	Iteration 59Q: 3 clusters Score -296864.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -296865.968750 Penalty: 2619.983398
	Iteration 60F: 3 clusters Score -296866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -296866.468750 Penalty: 2619.983398
	Iteration 61Q: 3 clusters Score -296866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -296866.593750 Penalty: 2619.983398
	Iteration 62Q: 3 clusters Score -296866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -296867.125000 Penalty: 2619.983398
	Iteration 63Q: 3 clusters Score -296867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -296867.187500 Penalty: 2619.983398
	Iteration 64Q: 3 clusters Score -296867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -296867.187500 Penalty: 2619.983398
	Iteration 65F: 3 clusters Score -296867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -212691.671875 Penalty: 1258.914307
	Iteration 0F: 2 clusters Score -212691.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -210386.875000 Penalty: 2517.828613
	Iteration 0F: 3 clusters Score -210386.9 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -210924.921875 Penalty: 2517.828613
	Iteration 1F: 3 clusters Score -210924.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -211066.109375 Penalty: 2517.828613
	Iteration 2F: 3 clusters Score -211066.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -211154.656250 Penalty: 2517.828613
	Iteration 3F: 3 clusters Score -211154.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -211222.062500 Penalty: 2517.828613
	Iteration 4Q: 3 clusters Score -211222.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -211257.093750 Penalty: 2517.828613
	Iteration 5Q: 3 clusters Score -211257.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -211282.921875 Penalty: 2517.828613
	Iteration 6Q: 3 clusters Score -211282.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -211300.093750 Penalty: 2517.828613
	Iteration 7Q: 3 clusters Score -211300.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -211315.734375 Penalty: 2517.828613
	Iteration 8Q: 3 clusters Score -211315.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -211336.859375 Penalty: 2517.828613
	Iteration 9Q: 3 clusters Score -211336.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -211354.484375 Penalty: 2517.828613
	Iteration 10Q: 3 clusters Score -211354.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -211380.437500 Penalty: 2517.828613
	Iteration 11Q: 3 clusters Score -211380.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -211413.703125 Penalty: 2517.828613
	Iteration 12Q: 3 clusters Score -211413.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -211439.859375 Penalty: 2517.828613
	Iteration 13Q: 3 clusters Score -211439.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -211458.125000 Penalty: 2517.828613
	Iteration 14Q: 3 clusters Score -211458.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -211471.515625 Penalty: 2517.828613
	Iteration 15Q: 3 clusters Score -211471.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -211486.500000 Penalty: 2517.828613
	Iteration 16Q: 3 clusters Score -211486.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -211499.000000 Penalty: 2517.828613
	Iteration 17Q: 3 clusters Score -211499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -211509.500000 Penalty: 2517.828613
	Iteration 18Q: 3 clusters Score -211509.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -211521.000000 Penalty: 2517.828613
	Iteration 19Q: 3 clusters Score -211521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -211534.125000 Penalty: 2517.828613
	Iteration 20F: 3 clusters Score -211534.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -211552.703125 Penalty: 2517.828613
	Iteration 21Q: 3 clusters Score -211552.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -211566.250000 Penalty: 2517.828613
	Iteration 22Q: 3 clusters Score -211566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -211577.781250 Penalty: 2517.828613
	Iteration 23Q: 3 clusters Score -211577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -211592.078125 Penalty: 2517.828613
	Iteration 24Q: 3 clusters Score -211592.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -211604.953125 Penalty: 2517.828613
	Iteration 25Q: 3 clusters Score -211605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -211618.953125 Penalty: 2517.828613
	Iteration 26Q: 3 clusters Score -211619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -211644.968750 Penalty: 2517.828613
	Iteration 27Q: 3 clusters Score -211645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -211693.546875 Penalty: 2517.828613
	Iteration 28Q: 3 clusters Score -211693.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -211754.453125 Penalty: 2517.828613
	Iteration 29Q: 3 clusters Score -211754.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -211801.546875 Penalty: 2517.828613
	Iteration 30Q: 3 clusters Score -211801.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -211830.859375 Penalty: 2517.828613
	Iteration 31Q: 3 clusters Score -211830.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -211879.125000 Penalty: 2517.828613
	Iteration 32Q: 3 clusters Score -211879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -211902.218750 Penalty: 2517.828613
	Iteration 33Q: 3 clusters Score -211902.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -211916.593750 Penalty: 2517.828613
	Iteration 34Q: 3 clusters Score -211916.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -211933.781250 Penalty: 2517.828613
	Iteration 35Q: 3 clusters Score -211933.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -211946.140625 Penalty: 2517.828613
	Iteration 36Q: 3 clusters Score -211946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -211950.453125 Penalty: 2517.828613
	Iteration 37Q: 3 clusters Score -211950.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -211953.125000 Penalty: 2517.828613
	Iteration 38Q: 3 clusters Score -211953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -211953.734375 Penalty: 2517.828613
	Iteration 39Q: 3 clusters Score -211953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -211955.265625 Penalty: 2517.828613
	Iteration 40F: 3 clusters Score -211955.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -211958.984375 Penalty: 2517.828613
	Iteration 41Q: 3 clusters Score -211959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -211966.906250 Penalty: 2517.828613
	Iteration 42Q: 3 clusters Score -211966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -211974.406250 Penalty: 2517.828613
	Iteration 43Q: 3 clusters Score -211974.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -211978.671875 Penalty: 2517.828613
	Iteration 44Q: 3 clusters Score -211978.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -211985.187500 Penalty: 2517.828613
	Iteration 45Q: 3 clusters Score -211985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -211989.328125 Penalty: 2517.828613
	Iteration 46Q: 3 clusters Score -211989.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -211992.406250 Penalty: 2517.828613
	Iteration 47Q: 3 clusters Score -211992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -211996.593750 Penalty: 2517.828613
	Iteration 48Q: 3 clusters Score -211996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -211999.015625 Penalty: 2517.828613
	Iteration 49Q: 3 clusters Score -211999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -211999.859375 Penalty: 2517.828613
	Iteration 50Q: 3 clusters Score -211999.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -211999.859375 Penalty: 2517.828613
	Iteration 51F: 3 clusters Score -211999.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Entering Unmasked Estep 
Score: -302420.062500 Penalty: 1315.782349
	Iteration 0F: 2 clusters Score -302420.1 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 1650 members 
Entering Unmasked Estep 
Score: -299485.468750 Penalty: 2631.564697
	Iteration 0F: 3 clusters Score -299485.5 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -300276.281250 Penalty: 2631.564697
	Iteration 1F: 3 clusters Score -300276.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -300503.062500 Penalty: 2631.564697
	Iteration 2F: 3 clusters Score -300503.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -300679.062500 Penalty: 2631.564697
	Iteration 3F: 3 clusters Score -300679.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -300847.750000 Penalty: 2631.564697
	Iteration 4F: 3 clusters Score -300847.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -301007.000000 Penalty: 2631.564697
	Iteration 5F: 3 clusters Score -301007 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -301137.593750 Penalty: 2631.564697
	Iteration 6Q: 3 clusters Score -301137.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -301263.593750 Penalty: 2631.564697
	Iteration 7Q: 3 clusters Score -301263.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -301369.312500 Penalty: 2631.564697
	Iteration 8Q: 3 clusters Score -301369.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -301443.875000 Penalty: 2631.564697
	Iteration 9Q: 3 clusters Score -301443.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -301507.843750 Penalty: 2631.564697
	Iteration 10Q: 3 clusters Score -301507.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -301555.937500 Penalty: 2631.564697
	Iteration 11Q: 3 clusters Score -301555.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -301592.875000 Penalty: 2631.564697
	Iteration 12Q: 3 clusters Score -301592.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -301627.281250 Penalty: 2631.564697
	Iteration 13Q: 3 clusters Score -301627.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -301646.750000 Penalty: 2631.564697
	Iteration 14Q: 3 clusters Score -301646.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -301659.625000 Penalty: 2631.564697
	Iteration 15Q: 3 clusters Score -301659.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -301668.625000 Penalty: 2631.564697
	Iteration 16Q: 3 clusters Score -301668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -301673.562500 Penalty: 2631.564697
	Iteration 17Q: 3 clusters Score -301673.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -301679.000000 Penalty: 2631.564697
	Iteration 18Q: 3 clusters Score -301679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -301683.687500 Penalty: 2631.564697
	Iteration 19Q: 3 clusters Score -301683.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -301685.625000 Penalty: 2631.564697
	Iteration 20F: 3 clusters Score -301685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -301688.281250 Penalty: 2631.564697
	Iteration 21Q: 3 clusters Score -301688.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -301690.531250 Penalty: 2631.564697
	Iteration 22Q: 3 clusters Score -301690.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -301694.343750 Penalty: 2631.564697
	Iteration 23Q: 3 clusters Score -301694.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -301697.093750 Penalty: 2631.564697
	Iteration 24Q: 3 clusters Score -301697.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -301698.218750 Penalty: 2631.564697
	Iteration 25Q: 3 clusters Score -301698.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -301699.875000 Penalty: 2631.564697
	Iteration 26Q: 3 clusters Score -301699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -301700.625000 Penalty: 2631.564697
	Iteration 27Q: 3 clusters Score -301700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -301701.843750 Penalty: 2631.564697
	Iteration 28Q: 3 clusters Score -301701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -301702.218750 Penalty: 2631.564697
	Iteration 29Q: 3 clusters Score -301702.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -301703.875000 Penalty: 2631.564697
	Iteration 30Q: 3 clusters Score -301703.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -301704.031250 Penalty: 2631.564697
	Iteration 31Q: 3 clusters Score -301704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -301704.281250 Penalty: 2631.564697
	Iteration 32Q: 3 clusters Score -301704.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -301704.281250 Penalty: 2631.564697
	Iteration 33F: 3 clusters Score -301704.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Entering Unmasked Estep 
Score: -902483.312500 Penalty: 1495.227661
	Iteration 0F: 2 clusters Score -902483.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -895360.937500 Penalty: 2990.455322
	Iteration 0F: 3 clusters Score -895360.9 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -897776.375000 Penalty: 2990.455322
	Iteration 1F: 3 clusters Score -897776.4 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -898543.625000 Penalty: 2990.455322
	Iteration 2F: 3 clusters Score -898543.6 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -899700.875000 Penalty: 2990.455322
	Iteration 3F: 3 clusters Score -899700.9 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -901137.125000 Penalty: 2990.455322
	Iteration 4F: 3 clusters Score -901137.1 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -902165.625000 Penalty: 2990.455322
	Iteration 5F: 3 clusters Score -902165.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -902633.500000 Penalty: 2990.455322
	Iteration 6F: 3 clusters Score -902633.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -902805.187500 Penalty: 2990.455322
	Iteration 7Q: 3 clusters Score -902805.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -902865.375000 Penalty: 2990.455322
	Iteration 8Q: 3 clusters Score -902865.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -902892.625000 Penalty: 2990.455322
	Iteration 9Q: 3 clusters Score -902892.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -902918.062500 Penalty: 2990.455322
	Iteration 10Q: 3 clusters Score -902918.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -902934.250000 Penalty: 2990.455322
	Iteration 11Q: 3 clusters Score -902934.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -902945.687500 Penalty: 2990.455322
	Iteration 12Q: 3 clusters Score -902945.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -902949.562500 Penalty: 2990.455322
	Iteration 13Q: 3 clusters Score -902949.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -902956.062500 Penalty: 2990.455322
	Iteration 14Q: 3 clusters Score -902956.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -902958.250000 Penalty: 2990.455322
	Iteration 15Q: 3 clusters Score -902958.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -902963.500000 Penalty: 2990.455322
	Iteration 16Q: 3 clusters Score -902963.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -902963.437500 Penalty: 2990.455322
	Iteration 17Q: 3 clusters Score -902963.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -902964.437500 Penalty: 2990.455322
	Iteration 18Q: 3 clusters Score -902964.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -902967.187500 Penalty: 2990.455322
	Iteration 19Q: 3 clusters Score -902967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -902968.062500 Penalty: 2990.455322
	Iteration 20F: 3 clusters Score -902968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -902968.562500 Penalty: 2990.455322
	Iteration 21Q: 3 clusters Score -902968.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -902968.500000 Penalty: 2990.455322
	Iteration 22Q: 3 clusters Score -902968.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -902969.812500 Penalty: 2990.455322
	Iteration 23Q: 3 clusters Score -902969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -902971.875000 Penalty: 2990.455322
	Iteration 24Q: 3 clusters Score -902971.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -902973.125000 Penalty: 2990.455322
	Iteration 25Q: 3 clusters Score -902973.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -902974.250000 Penalty: 2990.455322
	Iteration 26Q: 3 clusters Score -902974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -902975.312500 Penalty: 2990.455322
	Iteration 27Q: 3 clusters Score -902975.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -902977.875000 Penalty: 2990.455322
	Iteration 28Q: 3 clusters Score -902977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -902977.812500 Penalty: 2990.455322
	Iteration 29Q: 3 clusters Score -902977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -902982.375000 Penalty: 2990.455322
	Iteration 30Q: 3 clusters Score -902982.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -902985.687500 Penalty: 2990.455322
	Iteration 31Q: 3 clusters Score -902985.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -902987.250000 Penalty: 2990.455322
	Iteration 32Q: 3 clusters Score -902987.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -902986.187500 Penalty: 2990.455322
	Iteration 33Q: 3 clusters Score -902986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -902987.437500 Penalty: 2990.455322
	Iteration 34Q: 3 clusters Score -902987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -902987.125000 Penalty: 2990.455322
	Iteration 35Q: 3 clusters Score -902987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -902987.125000 Penalty: 2990.455322
	Iteration 36F: 3 clusters Score -902987.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 27254 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 23514 members 
Mstep: Class 5 contains 69634 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 106916 members 
Mstep: Class 9 contains 7143 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 8664 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 84556 members 
Mstep: Class 17 contains 9169 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 4689 members 
Mstep: Class 22 contains 3156 members 
Entering Unmasked Estep 
Score: -52380852.000000 Penalty: 40907.082031
Splitting cluster 14 changes total score from -52380748.000000 to -52380852.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 15 (12000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Entering Unmasked Estep 
Score: -1155995.625000 Penalty: 1526.307617
	Iteration 0F: 2 clusters Score -1155996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1147486.250000 Penalty: 3052.615234
	Iteration 0F: 3 clusters Score -1147486 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1150352.750000 Penalty: 3052.615234
	Iteration 1F: 3 clusters Score -1150353 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1150650.000000 Penalty: 3052.615234
	Iteration 2F: 3 clusters Score -1150650 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1150914.375000 Penalty: 3052.615234
	Iteration 3F: 3 clusters Score -1150914 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1151170.625000 Penalty: 3052.615234
	Iteration 4F: 3 clusters Score -1151171 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1151430.000000 Penalty: 3052.615234
	Iteration 5Q: 3 clusters Score -1151430 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1151717.750000 Penalty: 3052.615234
	Iteration 6Q: 3 clusters Score -1151718 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1152013.375000 Penalty: 3052.615234
	Iteration 7Q: 3 clusters Score -1152013 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1152309.000000 Penalty: 3052.615234
	Iteration 8Q: 3 clusters Score -1152309 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1152621.125000 Penalty: 3052.615234
	Iteration 9Q: 3 clusters Score -1152621 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1152984.125000 Penalty: 3052.615234
	Iteration 10Q: 3 clusters Score -1152984 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1153344.000000 Penalty: 3052.615234
	Iteration 11Q: 3 clusters Score -1153344 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1153681.375000 Penalty: 3052.615234
	Iteration 12Q: 3 clusters Score -1153681 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1153957.375000 Penalty: 3052.615234
	Iteration 13Q: 3 clusters Score -1153957 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1154194.625000 Penalty: 3052.615234
	Iteration 14Q: 3 clusters Score -1154195 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1154381.500000 Penalty: 3052.615234
	Iteration 15Q: 3 clusters Score -1154382 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1154506.750000 Penalty: 3052.615234
	Iteration 16Q: 3 clusters Score -1154507 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1154569.125000 Penalty: 3052.615234
	Iteration 17Q: 3 clusters Score -1154569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1154607.625000 Penalty: 3052.615234
	Iteration 18Q: 3 clusters Score -1154608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1154645.375000 Penalty: 3052.615234
	Iteration 19Q: 3 clusters Score -1154645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1154671.875000 Penalty: 3052.615234
	Iteration 20F: 3 clusters Score -1154672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1154695.250000 Penalty: 3052.615234
	Iteration 21Q: 3 clusters Score -1154695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1154707.750000 Penalty: 3052.615234
	Iteration 22Q: 3 clusters Score -1154708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1154713.500000 Penalty: 3052.615234
	Iteration 23Q: 3 clusters Score -1154714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1154719.375000 Penalty: 3052.615234
	Iteration 24Q: 3 clusters Score -1154719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1154727.375000 Penalty: 3052.615234
	Iteration 25Q: 3 clusters Score -1154727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1154732.375000 Penalty: 3052.615234
	Iteration 26Q: 3 clusters Score -1154732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1154733.375000 Penalty: 3052.615234
	Iteration 27Q: 3 clusters Score -1154733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1154734.125000 Penalty: 3052.615234
	Iteration 28Q: 3 clusters Score -1154734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1154736.875000 Penalty: 3052.615234
	Iteration 29Q: 3 clusters Score -1154737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1154736.875000 Penalty: 3052.615234
	Iteration 30Q: 3 clusters Score -1154737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1154738.250000 Penalty: 3052.615234
	Iteration 31Q: 3 clusters Score -1154738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1154737.875000 Penalty: 3052.615234
	Iteration 32Q: 3 clusters Score -1154738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1154737.875000 Penalty: 3052.615234
	Iteration 33F: 3 clusters Score -1154738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (84556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Entering Unmasked Estep 
Score: -8086917.000000 Penalty: 1843.589966
	Iteration 0F: 2 clusters Score -8086917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8030248.000000 Penalty: 3687.179932
	Iteration 0F: 3 clusters Score -8030248 nChanged 40166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -8053796.500000 Penalty: 3687.179932
	Iteration 1F: 3 clusters Score -8053796 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -8054995.500000 Penalty: 3687.179932
	Iteration 2Q: 3 clusters Score -8054996 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -8056318.000000 Penalty: 3687.179932
	Iteration 3Q: 3 clusters Score -8056318 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -8057934.500000 Penalty: 3687.179932
	Iteration 4Q: 3 clusters Score -8057934 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8059568.000000 Penalty: 3687.179932
	Iteration 5Q: 3 clusters Score -8059568 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -8061383.500000 Penalty: 3687.179932
	Iteration 6F: 3 clusters Score -8061384 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -8063271.000000 Penalty: 3687.179932
	Iteration 7F: 3 clusters Score -8063271 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 47121 members 
Entering Unmasked Estep 
Score: -8065168.500000 Penalty: 3687.179932
	Iteration 8Q: 3 clusters Score -8065168 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -8066822.500000 Penalty: 3687.179932
	Iteration 9Q: 3 clusters Score -8066822 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -8068534.000000 Penalty: 3687.179932
	Iteration 10Q: 3 clusters Score -8068534 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -8070303.500000 Penalty: 3687.179932
	Iteration 11Q: 3 clusters Score -8070304 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 57859 members 
Entering Unmasked Estep 
Score: -8072242.500000 Penalty: 3687.179932
	Iteration 12Q: 3 clusters Score -8072242 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 61081 members 
Entering Unmasked Estep 
Score: -8074344.500000 Penalty: 3687.179932
	Iteration 13Q: 3 clusters Score -8074344 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 64382 members 
Entering Unmasked Estep 
Score: -8076755.000000 Penalty: 3687.179932
	Iteration 14Q: 3 clusters Score -8076755 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -8078968.500000 Penalty: 3687.179932
	Iteration 15Q: 3 clusters Score -8078968 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -8080865.000000 Penalty: 3687.179932
	Iteration 16Q: 3 clusters Score -8080865 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -8082397.500000 Penalty: 3687.179932
	Iteration 17Q: 3 clusters Score -8082398 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 74275 members 
Entering Unmasked Estep 
Score: -8083678.000000 Penalty: 3687.179932
	Iteration 18Q: 3 clusters Score -8083678 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -8084635.500000 Penalty: 3687.179932
	Iteration 19Q: 3 clusters Score -8084636 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -8085359.500000 Penalty: 3687.179932
	Iteration 20F: 3 clusters Score -8085360 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 77976 members 
Entering Unmasked Estep 
Score: -8085859.000000 Penalty: 3687.179932
	Iteration 21Q: 3 clusters Score -8085859 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -8086228.500000 Penalty: 3687.179932
	Iteration 22Q: 3 clusters Score -8086228 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 79238 members 
Entering Unmasked Estep 
Score: -8086504.000000 Penalty: 3687.179932
	Iteration 23Q: 3 clusters Score -8086504 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -8086719.000000 Penalty: 3687.179932
	Iteration 24Q: 3 clusters Score -8086719 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 80015 members 
Entering Unmasked Estep 
Score: -8086858.000000 Penalty: 3687.179932
	Iteration 25Q: 3 clusters Score -8086858 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -8086934.000000 Penalty: 3687.179932
	Iteration 26Q: 3 clusters Score -8086934 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -8087001.500000 Penalty: 3687.179932
	Iteration 27Q: 3 clusters Score -8087002 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 80601 members 
Entering Unmasked Estep 
Score: -8087044.500000 Penalty: 3687.179932
	Iteration 28Q: 3 clusters Score -8087044 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 80708 members 
Entering Unmasked Estep 
Score: -8087068.500000 Penalty: 3687.179932
	Iteration 29Q: 3 clusters Score -8087068 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -8087090.500000 Penalty: 3687.179932
	Iteration 30Q: 3 clusters Score -8087090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -8087099.000000 Penalty: 3687.179932
	Iteration 31Q: 3 clusters Score -8087099 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -8087093.500000 Penalty: 3687.179932
	Iteration 32Q: 3 clusters Score -8087094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 80954 members 
Entering Unmasked Estep 
Score: -8087106.500000 Penalty: 3687.179932
	Iteration 33Q: 3 clusters Score -8087106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 80980 members 
Entering Unmasked Estep 
Score: -8087096.000000 Penalty: 3687.179932
	Iteration 34Q: 3 clusters Score -8087096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 81010 members 
Entering Unmasked Estep 
Score: -8087102.500000 Penalty: 3687.179932
	Iteration 35Q: 3 clusters Score -8087102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 81030 members 
Entering Unmasked Estep 
Score: -8087101.500000 Penalty: 3687.179932
	Iteration 36Q: 3 clusters Score -8087102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -8087087.500000 Penalty: 3687.179932
	Iteration 37Q: 3 clusters Score -8087088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -8087090.500000 Penalty: 3687.179932
	Iteration 38Q: 3 clusters Score -8087090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -8087082.500000 Penalty: 3687.179932
	Iteration 39Q: 3 clusters Score -8087082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 81075 members 
Entering Unmasked Estep 
Score: -8087078.000000 Penalty: 3687.179932
	Iteration 40F: 3 clusters Score -8087078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 81079 members 
Entering Unmasked Estep 
Score: -8087075.500000 Penalty: 3687.179932
	Iteration 41Q: 3 clusters Score -8087076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 81081 members 
Entering Unmasked Estep 
Score: -8087082.500000 Penalty: 3687.179932
	Iteration 42Q: 3 clusters Score -8087082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -8087084.000000 Penalty: 3687.179932
	Iteration 43Q: 3 clusters Score -8087084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -8087085.500000 Penalty: 3687.179932
	Iteration 44Q: 3 clusters Score -8087086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -8087088.000000 Penalty: 3687.179932
	Iteration 45Q: 3 clusters Score -8087088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -8087091.500000 Penalty: 3687.179932
	Iteration 46Q: 3 clusters Score -8087092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -8087085.500000 Penalty: 3687.179932
	Iteration 47Q: 3 clusters Score -8087086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -8087085.500000 Penalty: 3687.179932
	Iteration 48F: 3 clusters Score -8087086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 27254 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 23514 members 
Mstep: Class 5 contains 69634 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 106916 members 
Mstep: Class 9 contains 7143 members 
Mstep: Class 10 contains 81089 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 8664 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 3467 members 
Mstep: Class 17 contains 9169 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 4689 members 
Mstep: Class 22 contains 3156 members 
Entering Unmasked Estep 
Score: -52380828.000000 Penalty: 43060.085938
Splitting cluster 16 changes total score from -52380748.000000 to -52380828.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 17 (9169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Entering Unmasked Estep 
Score: -824375.312500 Penalty: 1482.582397
	Iteration 0F: 2 clusters Score -824375.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -817726.187500 Penalty: 2965.164795
	Iteration 0F: 3 clusters Score -817726.2 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -819971.125000 Penalty: 2965.164795
	Iteration 1F: 3 clusters Score -819971.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -820273.437500 Penalty: 2965.164795
	Iteration 2F: 3 clusters Score -820273.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -820574.750000 Penalty: 2965.164795
	Iteration 3F: 3 clusters Score -820574.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -820889.687500 Penalty: 2965.164795
	Iteration 4F: 3 clusters Score -820889.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -821234.750000 Penalty: 2965.164795
	Iteration 5F: 3 clusters Score -821234.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -821619.000000 Penalty: 2965.164795
	Iteration 6F: 3 clusters Score -821619 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -822013.937500 Penalty: 2965.164795
	Iteration 7F: 3 clusters Score -822013.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -822517.750000 Penalty: 2965.164795
	Iteration 8F: 3 clusters Score -822517.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -823128.250000 Penalty: 2965.164795
	Iteration 9F: 3 clusters Score -823128.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -823615.687500 Penalty: 2965.164795
	Iteration 10Q: 3 clusters Score -823615.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -823822.125000 Penalty: 2965.164795
	Iteration 11Q: 3 clusters Score -823822.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -823917.500000 Penalty: 2965.164795
	Iteration 12Q: 3 clusters Score -823917.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -823967.500000 Penalty: 2965.164795
	Iteration 13Q: 3 clusters Score -823967.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -824003.562500 Penalty: 2965.164795
	Iteration 14Q: 3 clusters Score -824003.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -824025.437500 Penalty: 2965.164795
	Iteration 15Q: 3 clusters Score -824025.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -824036.125000 Penalty: 2965.164795
	Iteration 16Q: 3 clusters Score -824036.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -824044.250000 Penalty: 2965.164795
	Iteration 17Q: 3 clusters Score -824044.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -824050.625000 Penalty: 2965.164795
	Iteration 18Q: 3 clusters Score -824050.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -824052.437500 Penalty: 2965.164795
	Iteration 19Q: 3 clusters Score -824052.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -824055.312500 Penalty: 2965.164795
	Iteration 20F: 3 clusters Score -824055.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -824057.500000 Penalty: 2965.164795
	Iteration 21Q: 3 clusters Score -824057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -824055.687500 Penalty: 2965.164795
	Iteration 22Q: 3 clusters Score -824055.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -824057.312500 Penalty: 2965.164795
	Iteration 23Q: 3 clusters Score -824057.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -824059.687500 Penalty: 2965.164795
	Iteration 24Q: 3 clusters Score -824059.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -824060.937500 Penalty: 2965.164795
	Iteration 25Q: 3 clusters Score -824060.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -824060.625000 Penalty: 2965.164795
	Iteration 26Q: 3 clusters Score -824060.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -824061.625000 Penalty: 2965.164795
	Iteration 27Q: 3 clusters Score -824061.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -824061.625000 Penalty: 2965.164795
	Iteration 28F: 3 clusters Score -824061.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Entering Unmasked Estep 
Score: -574110.562500 Penalty: 1425.372925
	Iteration 0F: 2 clusters Score -574110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -569286.937500 Penalty: 2850.745850
	Iteration 0F: 3 clusters Score -569286.9 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -570769.375000 Penalty: 2850.745850
	Iteration 1F: 3 clusters Score -570769.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -571118.750000 Penalty: 2850.745850
	Iteration 2F: 3 clusters Score -571118.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -571421.937500 Penalty: 2850.745850
	Iteration 3F: 3 clusters Score -571421.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -571726.687500 Penalty: 2850.745850
	Iteration 4F: 3 clusters Score -571726.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -572104.562500 Penalty: 2850.745850
	Iteration 5F: 3 clusters Score -572104.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -572467.812500 Penalty: 2850.745850
	Iteration 6F: 3 clusters Score -572467.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -572798.937500 Penalty: 2850.745850
	Iteration 7F: 3 clusters Score -572798.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -573160.812500 Penalty: 2850.745850
	Iteration 8Q: 3 clusters Score -573160.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -573493.312500 Penalty: 2850.745850
	Iteration 9Q: 3 clusters Score -573493.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -573668.312500 Penalty: 2850.745850
	Iteration 10Q: 3 clusters Score -573668.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -573735.437500 Penalty: 2850.745850
	Iteration 11Q: 3 clusters Score -573735.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -573779.312500 Penalty: 2850.745850
	Iteration 12Q: 3 clusters Score -573779.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -573802.875000 Penalty: 2850.745850
	Iteration 13Q: 3 clusters Score -573802.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -573817.500000 Penalty: 2850.745850
	Iteration 14Q: 3 clusters Score -573817.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -573828.875000 Penalty: 2850.745850
	Iteration 15Q: 3 clusters Score -573828.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -573842.312500 Penalty: 2850.745850
	Iteration 16Q: 3 clusters Score -573842.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -573854.937500 Penalty: 2850.745850
	Iteration 17Q: 3 clusters Score -573854.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -573863.000000 Penalty: 2850.745850
	Iteration 18Q: 3 clusters Score -573863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -573870.437500 Penalty: 2850.745850
	Iteration 19Q: 3 clusters Score -573870.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -573878.062500 Penalty: 2850.745850
	Iteration 20F: 3 clusters Score -573878.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -573881.437500 Penalty: 2850.745850
	Iteration 21Q: 3 clusters Score -573881.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -573882.562500 Penalty: 2850.745850
	Iteration 22Q: 3 clusters Score -573882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -573883.437500 Penalty: 2850.745850
	Iteration 23Q: 3 clusters Score -573883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -573883.000000 Penalty: 2850.745850
	Iteration 24Q: 3 clusters Score -573883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -573884.250000 Penalty: 2850.745850
	Iteration 25Q: 3 clusters Score -573884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -573885.250000 Penalty: 2850.745850
	Iteration 26Q: 3 clusters Score -573885.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -573887.500000 Penalty: 2850.745850
	Iteration 27Q: 3 clusters Score -573887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -573888.437500 Penalty: 2850.745850
	Iteration 28Q: 3 clusters Score -573888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -573889.000000 Penalty: 2850.745850
	Iteration 29Q: 3 clusters Score -573889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -573889.875000 Penalty: 2850.745850
	Iteration 30Q: 3 clusters Score -573889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -573890.312500 Penalty: 2850.745850
	Iteration 31Q: 3 clusters Score -573890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -573890.500000 Penalty: 2850.745850
	Iteration 32Q: 3 clusters Score -573890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -573890.625000 Penalty: 2850.745850
	Iteration 33Q: 3 clusters Score -573890.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -573890.562500 Penalty: 2850.745850
	Iteration 34Q: 3 clusters Score -573890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -573890.562500 Penalty: 2850.745850
	Iteration 35F: 3 clusters Score -573890.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Entering Unmasked Estep 
Score: -401412.531250 Penalty: 1373.608276
	Iteration 0F: 2 clusters Score -401412.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -397685.593750 Penalty: 2747.216553
	Iteration 0F: 3 clusters Score -397685.6 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -398743.031250 Penalty: 2747.216553
	Iteration 1F: 3 clusters Score -398743 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -399009.250000 Penalty: 2747.216553
	Iteration 2F: 3 clusters Score -399009.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -399223.468750 Penalty: 2747.216553
	Iteration 3F: 3 clusters Score -399223.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -399438.843750 Penalty: 2747.216553
	Iteration 4F: 3 clusters Score -399438.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -399617.187500 Penalty: 2747.216553
	Iteration 5F: 3 clusters Score -399617.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -399789.812500 Penalty: 2747.216553
	Iteration 6Q: 3 clusters Score -399789.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -399968.312500 Penalty: 2747.216553
	Iteration 7F: 3 clusters Score -399968.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -400152.593750 Penalty: 2747.216553
	Iteration 8Q: 3 clusters Score -400152.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -400304.281250 Penalty: 2747.216553
	Iteration 9Q: 3 clusters Score -400304.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -400425.812500 Penalty: 2747.216553
	Iteration 10Q: 3 clusters Score -400425.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -400496.062500 Penalty: 2747.216553
	Iteration 11Q: 3 clusters Score -400496.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -400557.218750 Penalty: 2747.216553
	Iteration 12Q: 3 clusters Score -400557.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -400587.687500 Penalty: 2747.216553
	Iteration 13Q: 3 clusters Score -400587.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -400610.593750 Penalty: 2747.216553
	Iteration 14Q: 3 clusters Score -400610.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -400622.031250 Penalty: 2747.216553
	Iteration 15Q: 3 clusters Score -400622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -400633.437500 Penalty: 2747.216553
	Iteration 16Q: 3 clusters Score -400633.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -400644.218750 Penalty: 2747.216553
	Iteration 17Q: 3 clusters Score -400644.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -400653.000000 Penalty: 2747.216553
	Iteration 18Q: 3 clusters Score -400653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -400663.218750 Penalty: 2747.216553
	Iteration 19Q: 3 clusters Score -400663.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -400675.156250 Penalty: 2747.216553
	Iteration 20F: 3 clusters Score -400675.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -400682.656250 Penalty: 2747.216553
	Iteration 21Q: 3 clusters Score -400682.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -400694.156250 Penalty: 2747.216553
	Iteration 22Q: 3 clusters Score -400694.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -400702.687500 Penalty: 2747.216553
	Iteration 23Q: 3 clusters Score -400702.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -400708.531250 Penalty: 2747.216553
	Iteration 24Q: 3 clusters Score -400708.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -400715.156250 Penalty: 2747.216553
	Iteration 25Q: 3 clusters Score -400715.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -400721.937500 Penalty: 2747.216553
	Iteration 26Q: 3 clusters Score -400721.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -400726.562500 Penalty: 2747.216553
	Iteration 27Q: 3 clusters Score -400726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -400730.468750 Penalty: 2747.216553
	Iteration 28Q: 3 clusters Score -400730.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -400735.062500 Penalty: 2747.216553
	Iteration 29Q: 3 clusters Score -400735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -400737.812500 Penalty: 2747.216553
	Iteration 30Q: 3 clusters Score -400737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -400740.187500 Penalty: 2747.216553
	Iteration 31Q: 3 clusters Score -400740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -400741.125000 Penalty: 2747.216553
	Iteration 32Q: 3 clusters Score -400741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -400742.750000 Penalty: 2747.216553
	Iteration 33Q: 3 clusters Score -400742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -400743.812500 Penalty: 2747.216553
	Iteration 34Q: 3 clusters Score -400743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -400745.312500 Penalty: 2747.216553
	Iteration 35Q: 3 clusters Score -400745.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -400745.500000 Penalty: 2747.216553
	Iteration 36Q: 3 clusters Score -400745.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -400746.312500 Penalty: 2747.216553
	Iteration 37Q: 3 clusters Score -400746.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -400746.218750 Penalty: 2747.216553
	Iteration 38Q: 3 clusters Score -400746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -400746.437500 Penalty: 2747.216553
	Iteration 39Q: 3 clusters Score -400746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -400747.187500 Penalty: 2747.216553
	Iteration 40F: 3 clusters Score -400747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -400748.093750 Penalty: 2747.216553
	Iteration 41Q: 3 clusters Score -400748.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -400747.968750 Penalty: 2747.216553
	Iteration 42Q: 3 clusters Score -400748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -400748.218750 Penalty: 2747.216553
	Iteration 43Q: 3 clusters Score -400748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -400748.218750 Penalty: 2747.216553
	Iteration 44F: 3 clusters Score -400748.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -292714.968750 Penalty: 1309.272339
	Iteration 0F: 2 clusters Score -292715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -289939.437500 Penalty: 2618.544678
	Iteration 0F: 3 clusters Score -289939.4 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -290697.812500 Penalty: 2618.544678
	Iteration 1F: 3 clusters Score -290697.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -290928.093750 Penalty: 2618.544678
	Iteration 2F: 3 clusters Score -290928.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -291612.843750 Penalty: 2618.544678
	Iteration 3F: 3 clusters Score -291612.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -292491.937500 Penalty: 2618.544678
	Iteration 4F: 3 clusters Score -292491.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -293701.437500 Penalty: 2618.544678
	Iteration 5F: 3 clusters Score -293701.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -294738.750000 Penalty: 2618.544678
	Iteration 6F: 3 clusters Score -294738.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -294892.312500 Penalty: 2618.544678
	Iteration 7Q: 3 clusters Score -294892.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -294919.125000 Penalty: 2618.544678
	Iteration 8Q: 3 clusters Score -294919.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -294926.281250 Penalty: 2618.544678
	Iteration 9Q: 3 clusters Score -294926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -294928.968750 Penalty: 2618.544678
	Iteration 10Q: 3 clusters Score -294929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -294930.625000 Penalty: 2618.544678
	Iteration 11Q: 3 clusters Score -294930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -294930.750000 Penalty: 2618.544678
	Iteration 12Q: 3 clusters Score -294930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -294930.750000 Penalty: 2618.544678
	Iteration 13F: 3 clusters Score -294930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 27254 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 4 contains 23514 members 
Mstep: Class 5 contains 69634 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 106916 members 
Mstep: Class 9 contains 7143 members 
Mstep: Class 10 contains 81089 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 8664 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 3467 members 
Mstep: Class 17 contains 9169 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 4689 members 
Mstep: Class 20 contains 2444 members 
Mstep: Class 22 contains 712 members 
Entering Unmasked Estep 
Score: -52382144.000000 Penalty: 45213.089844
Splitting cluster 22 changes total score from -52380748.000000 to -52382144.000000
So it's getting split into cluster 20.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152949 members 
Mstep: Class 2 contains 27254 members 
Mstep: Class 3 contains 36773 members 
Mstep: Class 5 contains 69634 members 
Mstep: Class 7 contains 4757 members 
Mstep: Class 8 contains 106916 members 
Mstep: Class 9 contains 7143 members 
Mstep: Class 11 contains 3170 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 8664 members 
Mstep: Class 15 contains 12000 members 
Mstep: Class 16 contains 3467 members 
Mstep: Class 17 contains 9169 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 4689 members 
Mstep: Class 22 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384292.000000 Penalty: 45213.089844
Iteration 39Q: 22 clusters Score -5.238429e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 152969 members 
Mstep: Class 2 contains 27064 members 
Mstep: Class 3 contains 36596 members 
Mstep: Class 4 contains 22771 members 
Mstep: Class 5 contains 69859 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 4749 members 
Mstep: Class 8 contains 107416 members 
Mstep: Class 9 contains 7101 members 
Mstep: Class 10 contains 80438 members 
Mstep: Class 11 contains 3177 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 3353 members 
Mstep: Class 14 contains 9026 members 
Mstep: Class 15 contains 12027 members 
Mstep: Class 16 contains 3991 members 
Mstep: Class 17 contains 9152 members 
Mstep: Class 18 contains 6445 members 
Mstep: Class 19 contains 4740 members 
Mstep: Class 20 contains 2541 members 
Mstep: Class 22 contains 680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385896.000000 Penalty: 45213.089844
Iteration 40F: 22 clusters Score -5.23859e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 152979 members 
Mstep: Class 2 contains 26822 members 
Mstep: Class 3 contains 36421 members 
Mstep: Class 4 contains 22732 members 
Mstep: Class 5 contains 70019 members 
Mstep: Class 6 contains 1224 members 
Mstep: Class 7 contains 4714 members 
Mstep: Class 8 contains 107288 members 
Mstep: Class 9 contains 7089 members 
Mstep: Class 10 contains 80325 members 
Mstep: Class 11 contains 3202 members 
Mstep: Class 12 contains 2338 members 
Mstep: Class 13 contains 3333 members 
Mstep: Class 14 contains 9267 members 
Mstep: Class 15 contains 11964 members 
Mstep: Class 16 contains 4310 members 
Mstep: Class 17 contains 9133 members 
Mstep: Class 18 contains 6433 members 
Mstep: Class 19 contains 4754 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 22 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386584.000000 Penalty: 45213.089844
Iteration 41Q: 22 clusters Score -5.238658e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152956 members 
Mstep: Class 2 contains 26571 members 
Mstep: Class 3 contains 36239 members 
Mstep: Class 4 contains 22681 members 
Mstep: Class 5 contains 70193 members 
Mstep: Class 6 contains 1247 members 
Mstep: Class 7 contains 4708 members 
Mstep: Class 8 contains 107269 members 
Mstep: Class 9 contains 7071 members 
Mstep: Class 10 contains 80236 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2340 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 9401 members 
Mstep: Class 15 contains 11908 members 
Mstep: Class 16 contains 4594 members 
Mstep: Class 17 contains 9110 members 
Mstep: Class 18 contains 6428 members 
Mstep: Class 19 contains 4788 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 22 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386716.000000 Penalty: 45213.089844
Iteration 42Q: 22 clusters Score -5.238672e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152939 members 
Mstep: Class 2 contains 26375 members 
Mstep: Class 3 contains 36032 members 
Mstep: Class 4 contains 22654 members 
Mstep: Class 5 contains 70396 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 4701 members 
Mstep: Class 8 contains 107256 members 
Mstep: Class 9 contains 7080 members 
Mstep: Class 10 contains 80160 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 12 contains 2341 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 9501 members 
Mstep: Class 15 contains 11871 members 
Mstep: Class 16 contains 4804 members 
Mstep: Class 17 contains 9093 members 
Mstep: Class 18 contains 6415 members 
Mstep: Class 19 contains 4824 members 
Mstep: Class 20 contains 2733 members 
Mstep: Class 22 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386888.000000 Penalty: 45213.089844
Iteration 43Q: 22 clusters Score -5.238689e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152923 members 
Mstep: Class 2 contains 26207 members 
Mstep: Class 3 contains 35809 members 
Mstep: Class 4 contains 22631 members 
Mstep: Class 5 contains 70616 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 4698 members 
Mstep: Class 8 contains 107253 members 
Mstep: Class 9 contains 7084 members 
Mstep: Class 10 contains 80098 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 2339 members 
Mstep: Class 13 contains 3285 members 
Mstep: Class 14 contains 9589 members 
Mstep: Class 15 contains 11842 members 
Mstep: Class 16 contains 5000 members 
Mstep: Class 17 contains 9079 members 
Mstep: Class 18 contains 6405 members 
Mstep: Class 19 contains 4854 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 22 contains 687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386716.000000 Penalty: 45213.089844
Iteration 44Q: 22 clusters Score -5.238672e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152910 members 
Mstep: Class 2 contains 26065 members 
Mstep: Class 3 contains 35612 members 
Mstep: Class 4 contains 22604 members 
Mstep: Class 5 contains 70814 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 4694 members 
Mstep: Class 8 contains 107250 members 
Mstep: Class 9 contains 7087 members 
Mstep: Class 10 contains 80034 members 
Mstep: Class 11 contains 3200 members 
Mstep: Class 12 contains 2340 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 9659 members 
Mstep: Class 15 contains 11821 members 
Mstep: Class 16 contains 5161 members 
Mstep: Class 17 contains 9076 members 
Mstep: Class 18 contains 6398 members 
Mstep: Class 19 contains 4883 members 
Mstep: Class 20 contains 2780 members 
Mstep: Class 22 contains 689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386808.000000 Penalty: 45213.089844
Iteration 45Q: 22 clusters Score -5.238681e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152893 members 
Mstep: Class 2 contains 25949 members 
Mstep: Class 3 contains 35435 members 
Mstep: Class 4 contains 22592 members 
Mstep: Class 5 contains 70988 members 
Mstep: Class 6 contains 1289 members 
Mstep: Class 7 contains 4692 members 
Mstep: Class 8 contains 107247 members 
Mstep: Class 9 contains 7086 members 
Mstep: Class 10 contains 79974 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 3283 members 
Mstep: Class 14 contains 9713 members 
Mstep: Class 15 contains 11806 members 
Mstep: Class 16 contains 5307 members 
Mstep: Class 17 contains 9069 members 
Mstep: Class 18 contains 6396 members 
Mstep: Class 19 contains 4911 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 22 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386824.000000 Penalty: 45213.089844
Iteration 46Q: 22 clusters Score -5.238682e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152882 members 
Mstep: Class 2 contains 25855 members 
Mstep: Class 3 contains 35231 members 
Mstep: Class 4 contains 22581 members 
Mstep: Class 5 contains 71193 members 
Mstep: Class 6 contains 1292 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 107248 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 79900 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 3275 members 
Mstep: Class 14 contains 9778 members 
Mstep: Class 15 contains 11798 members 
Mstep: Class 16 contains 5431 members 
Mstep: Class 17 contains 9065 members 
Mstep: Class 18 contains 6392 members 
Mstep: Class 19 contains 4936 members 
Mstep: Class 20 contains 2805 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386804.000000 Penalty: 45213.089844
Iteration 47Q: 22 clusters Score -5.23868e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152866 members 
Mstep: Class 2 contains 25778 members 
Mstep: Class 3 contains 35058 members 
Mstep: Class 4 contains 22561 members 
Mstep: Class 5 contains 71372 members 
Mstep: Class 6 contains 1296 members 
Mstep: Class 7 contains 4687 members 
Mstep: Class 8 contains 107269 members 
Mstep: Class 9 contains 7082 members 
Mstep: Class 10 contains 79869 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 2342 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 9810 members 
Mstep: Class 15 contains 11786 members 
Mstep: Class 16 contains 5525 members 
Mstep: Class 17 contains 9063 members 
Mstep: Class 18 contains 6385 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386760.000000 Penalty: 45213.089844
Iteration 48Q: 22 clusters Score -5.238676e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152857 members 
Mstep: Class 2 contains 25736 members 
Mstep: Class 3 contains 34884 members 
Mstep: Class 4 contains 22552 members 
Mstep: Class 5 contains 71551 members 
Mstep: Class 6 contains 1298 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 107299 members 
Mstep: Class 9 contains 7078 members 
Mstep: Class 10 contains 79823 members 
Mstep: Class 11 contains 3167 members 
Mstep: Class 12 contains 2338 members 
Mstep: Class 13 contains 3266 members 
Mstep: Class 14 contains 9832 members 
Mstep: Class 15 contains 11770 members 
Mstep: Class 16 contains 5596 members 
Mstep: Class 17 contains 9058 members 
Mstep: Class 18 contains 6380 members 
Mstep: Class 19 contains 4969 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386784.000000 Penalty: 45213.089844
Iteration 49Q: 22 clusters Score -5.238678e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152845 members 
Mstep: Class 2 contains 25689 members 
Mstep: Class 3 contains 34699 members 
Mstep: Class 4 contains 22538 members 
Mstep: Class 5 contains 71746 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 4676 members 
Mstep: Class 8 contains 107319 members 
Mstep: Class 9 contains 7076 members 
Mstep: Class 10 contains 79794 members 
Mstep: Class 11 contains 3166 members 
Mstep: Class 12 contains 2335 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 9848 members 
Mstep: Class 15 contains 11756 members 
Mstep: Class 16 contains 5652 members 
Mstep: Class 17 contains 9057 members 
Mstep: Class 18 contains 6375 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386912.000000 Penalty: 45213.089844
Iteration 50Q: 22 clusters Score -5.238691e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152829 members 
Mstep: Class 2 contains 25643 members 
Mstep: Class 3 contains 34497 members 
Mstep: Class 4 contains 22527 members 
Mstep: Class 5 contains 71951 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 107338 members 
Mstep: Class 9 contains 7076 members 
Mstep: Class 10 contains 79774 members 
Mstep: Class 11 contains 3171 members 
Mstep: Class 12 contains 2336 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 9861 members 
Mstep: Class 15 contains 11746 members 
Mstep: Class 16 contains 5697 members 
Mstep: Class 17 contains 9056 members 
Mstep: Class 18 contains 6371 members 
Mstep: Class 19 contains 5007 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387004.000000 Penalty: 45213.089844
Iteration 51Q: 22 clusters Score -5.2387e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152814 members 
Mstep: Class 2 contains 25608 members 
Mstep: Class 3 contains 34301 members 
Mstep: Class 4 contains 22522 members 
Mstep: Class 5 contains 72145 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 4672 members 
Mstep: Class 8 contains 107340 members 
Mstep: Class 9 contains 7078 members 
Mstep: Class 10 contains 79746 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 2335 members 
Mstep: Class 13 contains 3275 members 
Mstep: Class 14 contains 9866 members 
Mstep: Class 15 contains 11741 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 17 contains 9054 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 5030 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387004.000000 Penalty: 45213.089844
Iteration 52Q: 22 clusters Score -5.2387e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152809 members 
Mstep: Class 2 contains 25579 members 
Mstep: Class 3 contains 34111 members 
Mstep: Class 4 contains 22517 members 
Mstep: Class 5 contains 72325 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 4667 members 
Mstep: Class 8 contains 107349 members 
Mstep: Class 9 contains 7074 members 
Mstep: Class 10 contains 79732 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 2336 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 9874 members 
Mstep: Class 15 contains 11733 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 17 contains 9049 members 
Mstep: Class 18 contains 6372 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386932.000000 Penalty: 45213.089844
Iteration 53Q: 22 clusters Score -5.238693e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152812 members 
Mstep: Class 2 contains 25550 members 
Mstep: Class 3 contains 33916 members 
Mstep: Class 4 contains 22513 members 
Mstep: Class 5 contains 72515 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 4666 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7067 members 
Mstep: Class 10 contains 79706 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 2339 members 
Mstep: Class 13 contains 3277 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 5846 members 
Mstep: Class 17 contains 9047 members 
Mstep: Class 18 contains 6374 members 
Mstep: Class 19 contains 5049 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386984.000000 Penalty: 45213.089844
Iteration 54Q: 22 clusters Score -5.238698e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152810 members 
Mstep: Class 2 contains 25531 members 
Mstep: Class 3 contains 33728 members 
Mstep: Class 4 contains 22511 members 
Mstep: Class 5 contains 72698 members 
Mstep: Class 6 contains 1309 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 107359 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79681 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 3278 members 
Mstep: Class 14 contains 9898 members 
Mstep: Class 15 contains 11726 members 
Mstep: Class 16 contains 5876 members 
Mstep: Class 17 contains 9043 members 
Mstep: Class 18 contains 6384 members 
Mstep: Class 19 contains 5056 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387108.000000 Penalty: 45213.089844
Iteration 55Q: 22 clusters Score -5.238711e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 25519 members 
Mstep: Class 3 contains 33532 members 
Mstep: Class 4 contains 22508 members 
Mstep: Class 5 contains 72895 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 4661 members 
Mstep: Class 8 contains 107370 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 79662 members 
Mstep: Class 11 contains 3173 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 3279 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 11723 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 9035 members 
Mstep: Class 18 contains 6386 members 
Mstep: Class 19 contains 5060 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387004.000000 Penalty: 45213.089844
Iteration 56Q: 22 clusters Score -5.2387e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152799 members 
Mstep: Class 2 contains 25514 members 
Mstep: Class 3 contains 33328 members 
Mstep: Class 4 contains 22503 members 
Mstep: Class 5 contains 73099 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 107371 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 79650 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 9914 members 
Mstep: Class 15 contains 11719 members 
Mstep: Class 16 contains 5911 members 
Mstep: Class 17 contains 9036 members 
Mstep: Class 18 contains 6388 members 
Mstep: Class 19 contains 5063 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386976.000000 Penalty: 45213.089844
Iteration 57Q: 22 clusters Score -5.238698e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152798 members 
Mstep: Class 2 contains 25505 members 
Mstep: Class 3 contains 33111 members 
Mstep: Class 4 contains 22499 members 
Mstep: Class 5 contains 73315 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 4660 members 
Mstep: Class 8 contains 107377 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 79633 members 
Mstep: Class 11 contains 3174 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 3280 members 
Mstep: Class 14 contains 9919 members 
Mstep: Class 15 contains 11715 members 
Mstep: Class 16 contains 5924 members 
Mstep: Class 17 contains 9034 members 
Mstep: Class 18 contains 6389 members 
Mstep: Class 19 contains 5069 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52386944.000000 Penalty: 45213.089844
Iteration 58Q: 22 clusters Score -5.238694e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152802 members 
Mstep: Class 2 contains 25497 members 
Mstep: Class 3 contains 32909 members 
Mstep: Class 4 contains 22498 members 
Mstep: Class 5 contains 73519 members 
Mstep: Class 6 contains 1313 members 
Mstep: Class 7 contains 4663 members 
Mstep: Class 8 contains 107372 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79626 members 
Mstep: Class 11 contains 3176 members 
Mstep: Class 12 contains 2363 members 
Mstep: Class 13 contains 3282 members 
Mstep: Class 14 contains 9923 members 
Mstep: Class 15 contains 11708 members 
Mstep: Class 16 contains 5936 members 
Mstep: Class 17 contains 9024 members 
Mstep: Class 18 contains 6386 members 
Mstep: Class 19 contains 5075 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387056.000000 Penalty: 45213.089844
Iteration 59Q: 22 clusters Score -5.238706e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 152798 members 
Mstep: Class 2 contains 25493 members 
Mstep: Class 3 contains 32707 members 
Mstep: Class 4 contains 22497 members 
Mstep: Class 5 contains 73729 members 
Mstep: Class 6 contains 1313 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 107368 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79619 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11707 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 9015 members 
Mstep: Class 18 contains 6386 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387140.000000 Penalty: 45213.089844
Iteration 60F: 22 clusters Score -5.238714e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152792 members 
Mstep: Class 2 contains 25489 members 
Mstep: Class 3 contains 32525 members 
Mstep: Class 4 contains 22495 members 
Mstep: Class 5 contains 73915 members 
Mstep: Class 6 contains 1315 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 107370 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 79612 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 3287 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 11704 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 9013 members 
Mstep: Class 18 contains 6383 members 
Mstep: Class 19 contains 5088 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 22 contains 693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387292.000000 Penalty: 45213.089844
Iteration 61Q: 22 clusters Score -5.238729e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152784 members 
Mstep: Class 2 contains 25478 members 
Mstep: Class 3 contains 32343 members 
Mstep: Class 4 contains 22495 members 
Mstep: Class 5 contains 74102 members 
Mstep: Class 6 contains 1322 members 
Mstep: Class 7 contains 4650 members 
Mstep: Class 8 contains 107370 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 79606 members 
Mstep: Class 11 contains 3177 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 11702 members 
Mstep: Class 16 contains 5975 members 
Mstep: Class 17 contains 9016 members 
Mstep: Class 18 contains 6385 members 
Mstep: Class 19 contains 5087 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387356.000000 Penalty: 45213.089844
Iteration 62Q: 22 clusters Score -5.238736e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 25475 members 
Mstep: Class 3 contains 32172 members 
Mstep: Class 4 contains 22492 members 
Mstep: Class 5 contains 74279 members 
Mstep: Class 6 contains 1323 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 107364 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 79601 members 
Mstep: Class 11 contains 3179 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 3293 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 11700 members 
Mstep: Class 16 contains 5983 members 
Mstep: Class 17 contains 9014 members 
Mstep: Class 18 contains 6385 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387380.000000 Penalty: 45213.089844
Iteration 63Q: 22 clusters Score -5.238738e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152772 members 
Mstep: Class 2 contains 25465 members 
Mstep: Class 3 contains 32000 members 
Mstep: Class 4 contains 22488 members 
Mstep: Class 5 contains 74460 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 107367 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 79599 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 3296 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 11696 members 
Mstep: Class 16 contains 5995 members 
Mstep: Class 17 contains 9017 members 
Mstep: Class 18 contains 6377 members 
Mstep: Class 19 contains 5102 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387420.000000 Penalty: 45213.089844
Iteration 64Q: 22 clusters Score -5.238742e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152765 members 
Mstep: Class 2 contains 25462 members 
Mstep: Class 3 contains 31815 members 
Mstep: Class 4 contains 22485 members 
Mstep: Class 5 contains 74654 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 107364 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 79599 members 
Mstep: Class 11 contains 3182 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 3299 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 6000 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 6372 members 
Mstep: Class 19 contains 5106 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387456.000000 Penalty: 45213.089844
Iteration 65Q: 22 clusters Score -5.238746e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152762 members 
Mstep: Class 2 contains 25460 members 
Mstep: Class 3 contains 31647 members 
Mstep: Class 4 contains 22482 members 
Mstep: Class 5 contains 74827 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 107366 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 79595 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 3301 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 11694 members 
Mstep: Class 16 contains 6005 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 6369 members 
Mstep: Class 19 contains 5111 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387428.000000 Penalty: 45213.089844
Iteration 66Q: 22 clusters Score -5.238743e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152758 members 
Mstep: Class 2 contains 25458 members 
Mstep: Class 3 contains 31472 members 
Mstep: Class 4 contains 22482 members 
Mstep: Class 5 contains 75010 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 107368 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 79592 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 3302 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 11693 members 
Mstep: Class 16 contains 6008 members 
Mstep: Class 17 contains 9016 members 
Mstep: Class 18 contains 6366 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387460.000000 Penalty: 45213.089844
Iteration 67Q: 22 clusters Score -5.238746e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152754 members 
Mstep: Class 2 contains 25457 members 
Mstep: Class 3 contains 31294 members 
Mstep: Class 4 contains 22480 members 
Mstep: Class 5 contains 75197 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107367 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 79588 members 
Mstep: Class 11 contains 3180 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 3307 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 11692 members 
Mstep: Class 16 contains 6010 members 
Mstep: Class 17 contains 9017 members 
Mstep: Class 18 contains 6363 members 
Mstep: Class 19 contains 5114 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387496.000000 Penalty: 45213.089844
Iteration 68Q: 22 clusters Score -5.23875e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152751 members 
Mstep: Class 2 contains 25454 members 
Mstep: Class 3 contains 31110 members 
Mstep: Class 4 contains 22478 members 
Mstep: Class 5 contains 75392 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107362 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 79586 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 3313 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 11691 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9015 members 
Mstep: Class 18 contains 6359 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387544.000000 Penalty: 45213.089844
Iteration 69Q: 22 clusters Score -5.238754e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152748 members 
Mstep: Class 2 contains 25455 members 
Mstep: Class 3 contains 30936 members 
Mstep: Class 4 contains 22477 members 
Mstep: Class 5 contains 75576 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79583 members 
Mstep: Class 11 contains 3181 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 3319 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11690 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9014 members 
Mstep: Class 18 contains 6357 members 
Mstep: Class 19 contains 5119 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387652.000000 Penalty: 45213.089844
Iteration 70Q: 22 clusters Score -5.238765e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152748 members 
Mstep: Class 2 contains 25455 members 
Mstep: Class 3 contains 30742 members 
Mstep: Class 4 contains 22477 members 
Mstep: Class 5 contains 75778 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79578 members 
Mstep: Class 11 contains 3184 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 5120 members 
Mstep: Class 20 contains 2825 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387600.000000 Penalty: 45213.089844
Iteration 71Q: 22 clusters Score -5.23876e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152746 members 
Mstep: Class 2 contains 25455 members 
Mstep: Class 3 contains 30560 members 
Mstep: Class 4 contains 22477 members 
Mstep: Class 5 contains 75963 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 107354 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79575 members 
Mstep: Class 11 contains 3185 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 6359 members 
Mstep: Class 19 contains 5122 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387572.000000 Penalty: 45213.089844
Iteration 72Q: 22 clusters Score -5.238757e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152744 members 
Mstep: Class 2 contains 25455 members 
Mstep: Class 3 contains 30376 members 
Mstep: Class 4 contains 22477 members 
Mstep: Class 5 contains 76150 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 107353 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79573 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 3320 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 6361 members 
Mstep: Class 19 contains 5123 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387520.000000 Penalty: 45213.089844
Iteration 73Q: 22 clusters Score -5.238752e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152740 members 
Mstep: Class 2 contains 25456 members 
Mstep: Class 3 contains 30192 members 
Mstep: Class 4 contains 22476 members 
Mstep: Class 5 contains 76341 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79567 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 3321 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9010 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 5126 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387500.000000 Penalty: 45213.089844
Iteration 74Q: 22 clusters Score -5.23875e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 25456 members 
Mstep: Class 3 contains 29999 members 
Mstep: Class 4 contains 22475 members 
Mstep: Class 5 contains 76537 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 107354 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79564 members 
Mstep: Class 11 contains 3186 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387516.000000 Penalty: 45213.089844
Iteration 75Q: 22 clusters Score -5.238752e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152737 members 
Mstep: Class 2 contains 25456 members 
Mstep: Class 3 contains 29821 members 
Mstep: Class 4 contains 22474 members 
Mstep: Class 5 contains 76719 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 107354 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 79563 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 6361 members 
Mstep: Class 19 contains 5129 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387596.000000 Penalty: 45213.089844
Iteration 76Q: 22 clusters Score -5.23876e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 25456 members 
Mstep: Class 3 contains 29651 members 
Mstep: Class 4 contains 22471 members 
Mstep: Class 5 contains 76894 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 79563 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9005 members 
Mstep: Class 18 contains 6359 members 
Mstep: Class 19 contains 5131 members 
Mstep: Class 20 contains 2827 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387540.000000 Penalty: 45213.089844
Iteration 77Q: 22 clusters Score -5.238754e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152734 members 
Mstep: Class 2 contains 25456 members 
Mstep: Class 3 contains 29498 members 
Mstep: Class 4 contains 22469 members 
Mstep: Class 5 contains 77051 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 107357 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 79562 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 9002 members 
Mstep: Class 18 contains 6358 members 
Mstep: Class 19 contains 5133 members 
Mstep: Class 20 contains 2828 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387500.000000 Penalty: 45213.089844
Iteration 78Q: 22 clusters Score -5.23875e+07 nChanged 184
Entering ConstructFrom: 
Score: -52387500.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (152732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152732 members 
Entering Unmasked Estep 
Score: -14478610.000000 Penalty: 1939.671631
	Iteration 0F: 2 clusters Score -1.447861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76774 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -14377065.000000 Penalty: 3879.343262
	Iteration 0F: 3 clusters Score -1.437706e+07 nChanged 73556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85160 members 
Mstep: Class 2 contains 67572 members 
Entering Unmasked Estep 
Score: -14421459.000000 Penalty: 3879.343262
	Iteration 1F: 3 clusters Score -1.442146e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90703 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -14424454.000000 Penalty: 3879.343262
	Iteration 2Q: 3 clusters Score -1.442445e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 53723 members 
Entering Unmasked Estep 
Score: -14430164.000000 Penalty: 3879.343262
	Iteration 3F: 3 clusters Score -1.443016e+07 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -14439418.000000 Penalty: 3879.343262
	Iteration 4F: 3 clusters Score -1.443942e+07 nChanged 13440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122886 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -14451224.000000 Penalty: 3879.343262
	Iteration 5F: 3 clusters Score -1.445122e+07 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133971 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -14461728.000000 Penalty: 3879.343262
	Iteration 6F: 3 clusters Score -1.446173e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141840 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -14468658.000000 Penalty: 3879.343262
	Iteration 7F: 3 clusters Score -1.446866e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -14472612.000000 Penalty: 3879.343262
	Iteration 8Q: 3 clusters Score -1.447261e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149450 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -14474662.000000 Penalty: 3879.343262
	Iteration 9Q: 3 clusters Score -1.447466e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150925 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -14475654.000000 Penalty: 3879.343262
	Iteration 10Q: 3 clusters Score -1.447565e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151625 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -14476207.000000 Penalty: 3879.343262
	Iteration 11Q: 3 clusters Score -1.447621e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151966 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -14476453.000000 Penalty: 3879.343262
	Iteration 12Q: 3 clusters Score -1.447645e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152148 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -14476636.000000 Penalty: 3879.343262
	Iteration 13Q: 3 clusters Score -1.447664e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -14476732.000000 Penalty: 3879.343262
	Iteration 14Q: 3 clusters Score -1.447673e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152283 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -14476795.000000 Penalty: 3879.343262
	Iteration 15Q: 3 clusters Score -1.44768e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152306 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -14476838.000000 Penalty: 3879.343262
	Iteration 16Q: 3 clusters Score -1.447684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152331 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -14476835.000000 Penalty: 3879.343262
	Iteration 17Q: 3 clusters Score -1.447684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152343 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -14476857.000000 Penalty: 3879.343262
	Iteration 18Q: 3 clusters Score -1.447686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152355 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -14476874.000000 Penalty: 3879.343262
	Iteration 19Q: 3 clusters Score -1.447687e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152366 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -14476896.000000 Penalty: 3879.343262
	Iteration 20F: 3 clusters Score -1.44769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152375 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14476898.000000 Penalty: 3879.343262
	Iteration 21Q: 3 clusters Score -1.44769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152380 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14476911.000000 Penalty: 3879.343262
	Iteration 22Q: 3 clusters Score -1.447691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152385 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14476908.000000 Penalty: 3879.343262
	Iteration 23Q: 3 clusters Score -1.447691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14476905.000000 Penalty: 3879.343262
	Iteration 24Q: 3 clusters Score -1.44769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152383 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14476908.000000 Penalty: 3879.343262
	Iteration 25Q: 3 clusters Score -1.447691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152383 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14476910.000000 Penalty: 3879.343262
	Iteration 26Q: 3 clusters Score -1.447691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152382 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14476914.000000 Penalty: 3879.343262
	Iteration 27Q: 3 clusters Score -1.447691e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14476911.000000 Penalty: 3879.343262
	Iteration 28Q: 3 clusters Score -1.447691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152377 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -14476912.000000 Penalty: 3879.343262
	Iteration 29Q: 3 clusters Score -1.447691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152376 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14476917.000000 Penalty: 3879.343262
	Iteration 30Q: 3 clusters Score -1.447692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152376 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14476924.000000 Penalty: 3879.343262
	Iteration 31Q: 3 clusters Score -1.447692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152379 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14476927.000000 Penalty: 3879.343262
	Iteration 32Q: 3 clusters Score -1.447693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152383 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14476938.000000 Penalty: 3879.343262
	Iteration 33Q: 3 clusters Score -1.447694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152388 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14476931.000000 Penalty: 3879.343262
	Iteration 34Q: 3 clusters Score -1.447693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152392 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14476939.000000 Penalty: 3879.343262
	Iteration 35Q: 3 clusters Score -1.447694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152393 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14476939.000000 Penalty: 3879.343262
	Iteration 36Q: 3 clusters Score -1.447694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14476931.000000 Penalty: 3879.343262
	Iteration 37Q: 3 clusters Score -1.447693e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152394 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -14476931.000000 Penalty: 3879.343262
	Iteration 38F: 3 clusters Score -1.447693e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Entering Unmasked Estep 
Score: -2423522.000000 Penalty: 1648.514893
	Iteration 0F: 2 clusters Score -2423522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2406408.500000 Penalty: 3297.029785
	Iteration 0F: 3 clusters Score -2406408 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2412779.750000 Penalty: 3297.029785
	Iteration 1F: 3 clusters Score -2412780 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2413322.000000 Penalty: 3297.029785
	Iteration 2F: 3 clusters Score -2413322 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2414036.750000 Penalty: 3297.029785
	Iteration 3F: 3 clusters Score -2414037 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2414999.250000 Penalty: 3297.029785
	Iteration 4F: 3 clusters Score -2414999 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2416233.250000 Penalty: 3297.029785
	Iteration 5F: 3 clusters Score -2416233 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2417676.500000 Penalty: 3297.029785
	Iteration 6F: 3 clusters Score -2417676 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2419020.750000 Penalty: 3297.029785
	Iteration 7F: 3 clusters Score -2419021 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2420072.750000 Penalty: 3297.029785
	Iteration 8F: 3 clusters Score -2420073 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2420781.500000 Penalty: 3297.029785
	Iteration 9Q: 3 clusters Score -2420782 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -2421250.250000 Penalty: 3297.029785
	Iteration 10Q: 3 clusters Score -2421250 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2421523.250000 Penalty: 3297.029785
	Iteration 11Q: 3 clusters Score -2421523 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -2421729.750000 Penalty: 3297.029785
	Iteration 12Q: 3 clusters Score -2421730 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -2421863.500000 Penalty: 3297.029785
	Iteration 13Q: 3 clusters Score -2421864 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -2421945.500000 Penalty: 3297.029785
	Iteration 14Q: 3 clusters Score -2421946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -2421982.250000 Penalty: 3297.029785
	Iteration 15Q: 3 clusters Score -2421982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -2422019.250000 Penalty: 3297.029785
	Iteration 16Q: 3 clusters Score -2422019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -2422039.000000 Penalty: 3297.029785
	Iteration 17Q: 3 clusters Score -2422039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -2422060.500000 Penalty: 3297.029785
	Iteration 18Q: 3 clusters Score -2422060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -2422073.500000 Penalty: 3297.029785
	Iteration 19Q: 3 clusters Score -2422074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -2422080.750000 Penalty: 3297.029785
	Iteration 20F: 3 clusters Score -2422081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -2422096.500000 Penalty: 3297.029785
	Iteration 21Q: 3 clusters Score -2422096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2422107.750000 Penalty: 3297.029785
	Iteration 22Q: 3 clusters Score -2422108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2422122.000000 Penalty: 3297.029785
	Iteration 23Q: 3 clusters Score -2422122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2422125.250000 Penalty: 3297.029785
	Iteration 24Q: 3 clusters Score -2422125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -2422128.250000 Penalty: 3297.029785
	Iteration 25Q: 3 clusters Score -2422128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2422135.500000 Penalty: 3297.029785
	Iteration 26Q: 3 clusters Score -2422136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -2422139.250000 Penalty: 3297.029785
	Iteration 27Q: 3 clusters Score -2422139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -2422139.000000 Penalty: 3297.029785
	Iteration 28Q: 3 clusters Score -2422139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2422141.000000 Penalty: 3297.029785
	Iteration 29Q: 3 clusters Score -2422141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2422142.250000 Penalty: 3297.029785
	Iteration 30Q: 3 clusters Score -2422142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2422147.500000 Penalty: 3297.029785
	Iteration 31Q: 3 clusters Score -2422148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2422146.250000 Penalty: 3297.029785
	Iteration 32Q: 3 clusters Score -2422146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2422146.250000 Penalty: 3297.029785
	Iteration 33F: 3 clusters Score -2422146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Entering Unmasked Estep 
Score: -2777210.250000 Penalty: 1671.601074
	Iteration 0F: 2 clusters Score -2777210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2757376.000000 Penalty: 3343.202148
	Iteration 0F: 3 clusters Score -2757376 nChanged 13553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2764834.250000 Penalty: 3343.202148
	Iteration 1F: 3 clusters Score -2764834 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -2765253.500000 Penalty: 3343.202148
	Iteration 2Q: 3 clusters Score -2765254 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2765690.000000 Penalty: 3343.202148
	Iteration 3Q: 3 clusters Score -2765690 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2766174.500000 Penalty: 3343.202148
	Iteration 4Q: 3 clusters Score -2766174 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -2766773.750000 Penalty: 3343.202148
	Iteration 5Q: 3 clusters Score -2766774 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2767397.500000 Penalty: 3343.202148
	Iteration 6F: 3 clusters Score -2767398 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2768045.750000 Penalty: 3343.202148
	Iteration 7F: 3 clusters Score -2768046 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2768683.250000 Penalty: 3343.202148
	Iteration 8Q: 3 clusters Score -2768683 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2769345.000000 Penalty: 3343.202148
	Iteration 9Q: 3 clusters Score -2769345 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2770023.750000 Penalty: 3343.202148
	Iteration 10Q: 3 clusters Score -2770024 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2770725.750000 Penalty: 3343.202148
	Iteration 11Q: 3 clusters Score -2770726 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2771476.250000 Penalty: 3343.202148
	Iteration 12Q: 3 clusters Score -2771476 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -2772252.500000 Penalty: 3343.202148
	Iteration 13Q: 3 clusters Score -2772252 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2773041.000000 Penalty: 3343.202148
	Iteration 14Q: 3 clusters Score -2773041 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -2773792.000000 Penalty: 3343.202148
	Iteration 15Q: 3 clusters Score -2773792 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -2774421.000000 Penalty: 3343.202148
	Iteration 16Q: 3 clusters Score -2774421 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -2774949.250000 Penalty: 3343.202148
	Iteration 17Q: 3 clusters Score -2774949 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -2775332.250000 Penalty: 3343.202148
	Iteration 18Q: 3 clusters Score -2775332 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -2775566.500000 Penalty: 3343.202148
	Iteration 19Q: 3 clusters Score -2775566 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -2775713.000000 Penalty: 3343.202148
	Iteration 20F: 3 clusters Score -2775713 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -2775824.500000 Penalty: 3343.202148
	Iteration 21Q: 3 clusters Score -2775824 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -2775911.750000 Penalty: 3343.202148
	Iteration 22Q: 3 clusters Score -2775912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -2775967.500000 Penalty: 3343.202148
	Iteration 23Q: 3 clusters Score -2775968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -2776000.750000 Penalty: 3343.202148
	Iteration 24Q: 3 clusters Score -2776001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -2776020.750000 Penalty: 3343.202148
	Iteration 25Q: 3 clusters Score -2776021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -2776027.750000 Penalty: 3343.202148
	Iteration 26Q: 3 clusters Score -2776028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -2776037.000000 Penalty: 3343.202148
	Iteration 27Q: 3 clusters Score -2776037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -2776040.250000 Penalty: 3343.202148
	Iteration 28Q: 3 clusters Score -2776040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -2776044.750000 Penalty: 3343.202148
	Iteration 29Q: 3 clusters Score -2776045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -2776046.000000 Penalty: 3343.202148
	Iteration 30Q: 3 clusters Score -2776046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -2776048.250000 Penalty: 3343.202148
	Iteration 31Q: 3 clusters Score -2776048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -2776055.500000 Penalty: 3343.202148
	Iteration 32Q: 3 clusters Score -2776056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -2776059.500000 Penalty: 3343.202148
	Iteration 33Q: 3 clusters Score -2776060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -2776062.750000 Penalty: 3343.202148
	Iteration 34Q: 3 clusters Score -2776063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -2776063.000000 Penalty: 3343.202148
	Iteration 35Q: 3 clusters Score -2776063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -2776067.250000 Penalty: 3343.202148
	Iteration 36Q: 3 clusters Score -2776067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -2776062.250000 Penalty: 3343.202148
	Iteration 37Q: 3 clusters Score -2776062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -2776064.000000 Penalty: 3343.202148
	Iteration 38Q: 3 clusters Score -2776064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -2776063.250000 Penalty: 3343.202148
	Iteration 39Q: 3 clusters Score -2776063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -2776063.250000 Penalty: 3343.202148
	Iteration 40F: 3 clusters Score -2776063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Entering Unmasked Estep 
Score: -2170179.000000 Penalty: 1628.218018
	Iteration 0F: 2 clusters Score -2170179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2154895.750000 Penalty: 3256.436035
	Iteration 0F: 3 clusters Score -2154896 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2160360.000000 Penalty: 3256.436035
	Iteration 1F: 3 clusters Score -2160360 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2160649.750000 Penalty: 3256.436035
	Iteration 2Q: 3 clusters Score -2160650 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2160908.500000 Penalty: 3256.436035
	Iteration 3Q: 3 clusters Score -2160908 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2161186.000000 Penalty: 3256.436035
	Iteration 4Q: 3 clusters Score -2161186 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2161494.250000 Penalty: 3256.436035
	Iteration 5Q: 3 clusters Score -2161494 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2161874.000000 Penalty: 3256.436035
	Iteration 6Q: 3 clusters Score -2161874 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2162300.750000 Penalty: 3256.436035
	Iteration 7Q: 3 clusters Score -2162301 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2162823.750000 Penalty: 3256.436035
	Iteration 8Q: 3 clusters Score -2162824 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2163387.000000 Penalty: 3256.436035
	Iteration 9Q: 3 clusters Score -2163387 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2164003.250000 Penalty: 3256.436035
	Iteration 10Q: 3 clusters Score -2164003 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2164604.250000 Penalty: 3256.436035
	Iteration 11Q: 3 clusters Score -2164604 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2165139.750000 Penalty: 3256.436035
	Iteration 12Q: 3 clusters Score -2165140 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -2165590.000000 Penalty: 3256.436035
	Iteration 13Q: 3 clusters Score -2165590 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2165967.250000 Penalty: 3256.436035
	Iteration 14Q: 3 clusters Score -2165967 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2166295.000000 Penalty: 3256.436035
	Iteration 15Q: 3 clusters Score -2166295 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -2166611.250000 Penalty: 3256.436035
	Iteration 16Q: 3 clusters Score -2166611 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2166980.500000 Penalty: 3256.436035
	Iteration 17Q: 3 clusters Score -2166980 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2167281.750000 Penalty: 3256.436035
	Iteration 18Q: 3 clusters Score -2167282 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2167510.500000 Penalty: 3256.436035
	Iteration 19Q: 3 clusters Score -2167510 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2167675.250000 Penalty: 3256.436035
	Iteration 20F: 3 clusters Score -2167675 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2167779.250000 Penalty: 3256.436035
	Iteration 21Q: 3 clusters Score -2167779 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2167862.750000 Penalty: 3256.436035
	Iteration 22Q: 3 clusters Score -2167863 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2167924.000000 Penalty: 3256.436035
	Iteration 23Q: 3 clusters Score -2167924 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2167983.500000 Penalty: 3256.436035
	Iteration 24Q: 3 clusters Score -2167984 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2168046.750000 Penalty: 3256.436035
	Iteration 25Q: 3 clusters Score -2168047 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2168093.250000 Penalty: 3256.436035
	Iteration 26Q: 3 clusters Score -2168093 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2168151.250000 Penalty: 3256.436035
	Iteration 27Q: 3 clusters Score -2168151 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2168206.250000 Penalty: 3256.436035
	Iteration 28Q: 3 clusters Score -2168206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2168243.750000 Penalty: 3256.436035
	Iteration 29Q: 3 clusters Score -2168244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2168280.750000 Penalty: 3256.436035
	Iteration 30Q: 3 clusters Score -2168281 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2168306.000000 Penalty: 3256.436035
	Iteration 31Q: 3 clusters Score -2168306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2168323.750000 Penalty: 3256.436035
	Iteration 32Q: 3 clusters Score -2168324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2168348.000000 Penalty: 3256.436035
	Iteration 33Q: 3 clusters Score -2168348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2168368.500000 Penalty: 3256.436035
	Iteration 34Q: 3 clusters Score -2168368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2168381.500000 Penalty: 3256.436035
	Iteration 35Q: 3 clusters Score -2168382 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2168396.250000 Penalty: 3256.436035
	Iteration 36Q: 3 clusters Score -2168396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2168415.750000 Penalty: 3256.436035
	Iteration 37Q: 3 clusters Score -2168416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2168427.750000 Penalty: 3256.436035
	Iteration 38Q: 3 clusters Score -2168428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2168448.750000 Penalty: 3256.436035
	Iteration 39Q: 3 clusters Score -2168449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2168465.500000 Penalty: 3256.436035
	Iteration 40F: 3 clusters Score -2168466 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2168488.000000 Penalty: 3256.436035
	Iteration 41Q: 3 clusters Score -2168488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2168505.250000 Penalty: 3256.436035
	Iteration 42Q: 3 clusters Score -2168505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2168521.000000 Penalty: 3256.436035
	Iteration 43Q: 3 clusters Score -2168521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2168530.000000 Penalty: 3256.436035
	Iteration 44Q: 3 clusters Score -2168530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2168535.500000 Penalty: 3256.436035
	Iteration 45Q: 3 clusters Score -2168536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2168547.750000 Penalty: 3256.436035
	Iteration 46Q: 3 clusters Score -2168548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2168555.500000 Penalty: 3256.436035
	Iteration 47Q: 3 clusters Score -2168556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2168563.250000 Penalty: 3256.436035
	Iteration 48Q: 3 clusters Score -2168563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2168578.000000 Penalty: 3256.436035
	Iteration 49Q: 3 clusters Score -2168578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2168594.250000 Penalty: 3256.436035
	Iteration 50Q: 3 clusters Score -2168594 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2168604.750000 Penalty: 3256.436035
	Iteration 51Q: 3 clusters Score -2168605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2168617.500000 Penalty: 3256.436035
	Iteration 52Q: 3 clusters Score -2168618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2168629.500000 Penalty: 3256.436035
	Iteration 53Q: 3 clusters Score -2168630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2168642.000000 Penalty: 3256.436035
	Iteration 54Q: 3 clusters Score -2168642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2168655.750000 Penalty: 3256.436035
	Iteration 55Q: 3 clusters Score -2168656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2168669.000000 Penalty: 3256.436035
	Iteration 56Q: 3 clusters Score -2168669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2168668.000000 Penalty: 3256.436035
	Iteration 57Q: 3 clusters Score -2168668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2168671.000000 Penalty: 3256.436035
	Iteration 58Q: 3 clusters Score -2168671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2168679.000000 Penalty: 3256.436035
	Iteration 59Q: 3 clusters Score -2168679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2168684.500000 Penalty: 3256.436035
	Iteration 60F: 3 clusters Score -2168684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2168689.250000 Penalty: 3256.436035
	Iteration 61Q: 3 clusters Score -2168689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2168695.250000 Penalty: 3256.436035
	Iteration 62Q: 3 clusters Score -2168695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2168697.250000 Penalty: 3256.436035
	Iteration 63Q: 3 clusters Score -2168697 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2168699.750000 Penalty: 3256.436035
	Iteration 64Q: 3 clusters Score -2168700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2168705.750000 Penalty: 3256.436035
	Iteration 65Q: 3 clusters Score -2168706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2168709.750000 Penalty: 3256.436035
	Iteration 66Q: 3 clusters Score -2168710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2168710.750000 Penalty: 3256.436035
	Iteration 67Q: 3 clusters Score -2168711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2168714.250000 Penalty: 3256.436035
	Iteration 68Q: 3 clusters Score -2168714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2168716.750000 Penalty: 3256.436035
	Iteration 69Q: 3 clusters Score -2168717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2168728.250000 Penalty: 3256.436035
	Iteration 70Q: 3 clusters Score -2168728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2168737.750000 Penalty: 3256.436035
	Iteration 71Q: 3 clusters Score -2168738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2168744.750000 Penalty: 3256.436035
	Iteration 72Q: 3 clusters Score -2168745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2168748.250000 Penalty: 3256.436035
	Iteration 73Q: 3 clusters Score -2168748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2168757.750000 Penalty: 3256.436035
	Iteration 74Q: 3 clusters Score -2168758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2168761.750000 Penalty: 3256.436035
	Iteration 75Q: 3 clusters Score -2168762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2168765.250000 Penalty: 3256.436035
	Iteration 76Q: 3 clusters Score -2168765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2168767.000000 Penalty: 3256.436035
	Iteration 77Q: 3 clusters Score -2168767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2168770.750000 Penalty: 3256.436035
	Iteration 78Q: 3 clusters Score -2168771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2168773.000000 Penalty: 3256.436035
	Iteration 79Q: 3 clusters Score -2168773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2168773.750000 Penalty: 3256.436035
	Iteration 80F: 3 clusters Score -2168774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2168777.000000 Penalty: 3256.436035
	Iteration 81Q: 3 clusters Score -2168777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2168781.250000 Penalty: 3256.436035
	Iteration 82Q: 3 clusters Score -2168781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2168786.250000 Penalty: 3256.436035
	Iteration 83Q: 3 clusters Score -2168786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2168789.000000 Penalty: 3256.436035
	Iteration 84Q: 3 clusters Score -2168789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2168789.750000 Penalty: 3256.436035
	Iteration 85Q: 3 clusters Score -2168790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2168791.250000 Penalty: 3256.436035
	Iteration 86Q: 3 clusters Score -2168791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2168796.500000 Penalty: 3256.436035
	Iteration 87Q: 3 clusters Score -2168796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2168798.500000 Penalty: 3256.436035
	Iteration 88Q: 3 clusters Score -2168798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2168800.500000 Penalty: 3256.436035
	Iteration 89Q: 3 clusters Score -2168800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2168803.250000 Penalty: 3256.436035
	Iteration 90Q: 3 clusters Score -2168803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2168805.750000 Penalty: 3256.436035
	Iteration 91Q: 3 clusters Score -2168806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2168808.250000 Penalty: 3256.436035
	Iteration 92Q: 3 clusters Score -2168808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2168806.000000 Penalty: 3256.436035
	Iteration 93Q: 3 clusters Score -2168806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2168806.000000 Penalty: 3256.436035
	Iteration 94F: 3 clusters Score -2168806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (77215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77215 members 
Entering Unmasked Estep 
Score: -7292075.000000 Penalty: 1828.831665
	Iteration 0F: 2 clusters Score -7292075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -7240648.000000 Penalty: 3657.663330
	Iteration 0F: 3 clusters Score -7240648 nChanged 36554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -7261458.000000 Penalty: 3657.663330
	Iteration 1F: 3 clusters Score -7261458 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -7262047.500000 Penalty: 3657.663330
	Iteration 2Q: 3 clusters Score -7262048 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -7262713.000000 Penalty: 3657.663330
	Iteration 3Q: 3 clusters Score -7262713 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -7263555.000000 Penalty: 3657.663330
	Iteration 4Q: 3 clusters Score -7263555 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -7264661.500000 Penalty: 3657.663330
	Iteration 5Q: 3 clusters Score -7264662 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -7266103.500000 Penalty: 3657.663330
	Iteration 6Q: 3 clusters Score -7266104 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -7267972.000000 Penalty: 3657.663330
	Iteration 7Q: 3 clusters Score -7267972 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -7270471.000000 Penalty: 3657.663330
	Iteration 8F: 3 clusters Score -7270471 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -7273265.000000 Penalty: 3657.663330
	Iteration 9F: 3 clusters Score -7273265 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -7276227.500000 Penalty: 3657.663330
	Iteration 10F: 3 clusters Score -7276228 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -7278895.000000 Penalty: 3657.663330
	Iteration 11F: 3 clusters Score -7278895 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -7281165.500000 Penalty: 3657.663330
	Iteration 12Q: 3 clusters Score -7281166 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -7283138.000000 Penalty: 3657.663330
	Iteration 13Q: 3 clusters Score -7283138 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 66764 members 
Entering Unmasked Estep 
Score: -7284717.500000 Penalty: 3657.663330
	Iteration 14Q: 3 clusters Score -7284718 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 68889 members 
Entering Unmasked Estep 
Score: -7286058.500000 Penalty: 3657.663330
	Iteration 15Q: 3 clusters Score -7286058 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -7287197.500000 Penalty: 3657.663330
	Iteration 16Q: 3 clusters Score -7287198 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 72004 members 
Entering Unmasked Estep 
Score: -7288003.000000 Penalty: 3657.663330
	Iteration 17Q: 3 clusters Score -7288003 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -7288591.500000 Penalty: 3657.663330
	Iteration 18Q: 3 clusters Score -7288592 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -7289104.500000 Penalty: 3657.663330
	Iteration 19Q: 3 clusters Score -7289104 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -7289508.500000 Penalty: 3657.663330
	Iteration 20F: 3 clusters Score -7289508 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -7289763.000000 Penalty: 3657.663330
	Iteration 21Q: 3 clusters Score -7289763 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -7289952.000000 Penalty: 3657.663330
	Iteration 22Q: 3 clusters Score -7289952 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -7290110.500000 Penalty: 3657.663330
	Iteration 23Q: 3 clusters Score -7290110 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 76000 members 
Entering Unmasked Estep 
Score: -7290231.000000 Penalty: 3657.663330
	Iteration 24Q: 3 clusters Score -7290231 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 76139 members 
Entering Unmasked Estep 
Score: -7290310.500000 Penalty: 3657.663330
	Iteration 25Q: 3 clusters Score -7290310 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 76241 members 
Entering Unmasked Estep 
Score: -7290361.000000 Penalty: 3657.663330
	Iteration 26Q: 3 clusters Score -7290361 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 76324 members 
Entering Unmasked Estep 
Score: -7290414.000000 Penalty: 3657.663330
	Iteration 27Q: 3 clusters Score -7290414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 76387 members 
Entering Unmasked Estep 
Score: -7290454.500000 Penalty: 3657.663330
	Iteration 28Q: 3 clusters Score -7290454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 76441 members 
Entering Unmasked Estep 
Score: -7290487.000000 Penalty: 3657.663330
	Iteration 29Q: 3 clusters Score -7290487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 76482 members 
Entering Unmasked Estep 
Score: -7290507.000000 Penalty: 3657.663330
	Iteration 30Q: 3 clusters Score -7290507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 76501 members 
Entering Unmasked Estep 
Score: -7290516.000000 Penalty: 3657.663330
	Iteration 31Q: 3 clusters Score -7290516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -7290526.000000 Penalty: 3657.663330
	Iteration 32Q: 3 clusters Score -7290526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 76541 members 
Entering Unmasked Estep 
Score: -7290543.000000 Penalty: 3657.663330
	Iteration 33Q: 3 clusters Score -7290543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -7290549.500000 Penalty: 3657.663330
	Iteration 34Q: 3 clusters Score -7290550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -7290562.000000 Penalty: 3657.663330
	Iteration 35Q: 3 clusters Score -7290562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 76578 members 
Entering Unmasked Estep 
Score: -7290571.000000 Penalty: 3657.663330
	Iteration 36Q: 3 clusters Score -7290571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 76589 members 
Entering Unmasked Estep 
Score: -7290579.500000 Penalty: 3657.663330
	Iteration 37Q: 3 clusters Score -7290580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 76599 members 
Entering Unmasked Estep 
Score: -7290585.500000 Penalty: 3657.663330
	Iteration 38Q: 3 clusters Score -7290586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -7290583.500000 Penalty: 3657.663330
	Iteration 39Q: 3 clusters Score -7290584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -7290584.500000 Penalty: 3657.663330
	Iteration 40F: 3 clusters Score -7290584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 76618 members 
Entering Unmasked Estep 
Score: -7290590.000000 Penalty: 3657.663330
	Iteration 41Q: 3 clusters Score -7290590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 76620 members 
Entering Unmasked Estep 
Score: -7290594.000000 Penalty: 3657.663330
	Iteration 42Q: 3 clusters Score -7290594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
Score: -7290597.500000 Penalty: 3657.663330
	Iteration 43Q: 3 clusters Score -7290598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
Score: -7290594.000000 Penalty: 3657.663330
	Iteration 44Q: 3 clusters Score -7290594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 76625 members 
Entering Unmasked Estep 
Score: -7290596.500000 Penalty: 3657.663330
	Iteration 45Q: 3 clusters Score -7290596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -7290595.000000 Penalty: 3657.663330
	Iteration 46Q: 3 clusters Score -7290595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -7290598.000000 Penalty: 3657.663330
	Iteration 47Q: 3 clusters Score -7290598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 76635 members 
Entering Unmasked Estep 
Score: -7290602.000000 Penalty: 3657.663330
	Iteration 48Q: 3 clusters Score -7290602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -7290601.500000 Penalty: 3657.663330
	Iteration 49Q: 3 clusters Score -7290602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -7290602.500000 Penalty: 3657.663330
	Iteration 50Q: 3 clusters Score -7290602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 76647 members 
Entering Unmasked Estep 
Score: -7290604.000000 Penalty: 3657.663330
	Iteration 51Q: 3 clusters Score -7290604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -7290603.500000 Penalty: 3657.663330
	Iteration 52Q: 3 clusters Score -7290604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 76652 members 
Entering Unmasked Estep 
Score: -7290612.500000 Penalty: 3657.663330
	Iteration 53Q: 3 clusters Score -7290612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -7290604.000000 Penalty: 3657.663330
	Iteration 54Q: 3 clusters Score -7290604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 76654 members 
Entering Unmasked Estep 
Score: -7290609.000000 Penalty: 3657.663330
	Iteration 55Q: 3 clusters Score -7290609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 76653 members 
Entering Unmasked Estep 
Score: -7290607.000000 Penalty: 3657.663330
	Iteration 56Q: 3 clusters Score -7290607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -7290611.000000 Penalty: 3657.663330
	Iteration 57Q: 3 clusters Score -7290611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 76656 members 
Entering Unmasked Estep 
Score: -7290608.000000 Penalty: 3657.663330
	Iteration 58Q: 3 clusters Score -7290608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -7290616.000000 Penalty: 3657.663330
	Iteration 59Q: 3 clusters Score -7290616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 76657 members 
Entering Unmasked Estep 
Score: -7290616.000000 Penalty: 3657.663330
	Iteration 60F: 3 clusters Score -7290616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -115154.734375 Penalty: 1168.117065
	Iteration 0F: 2 clusters Score -115154.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -113555.882812 Penalty: 2336.234131
	Iteration 0F: 3 clusters Score -113555.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -113878.085938 Penalty: 2336.234131
	Iteration 1F: 3 clusters Score -113878.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -113983.304688 Penalty: 2336.234131
	Iteration 2F: 3 clusters Score -113983.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -114054.890625 Penalty: 2336.234131
	Iteration 3Q: 3 clusters Score -114054.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -114091.632812 Penalty: 2336.234131
	Iteration 4Q: 3 clusters Score -114091.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -114116.242188 Penalty: 2336.234131
	Iteration 5Q: 3 clusters Score -114116.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -114142.695312 Penalty: 2336.234131
	Iteration 6Q: 3 clusters Score -114142.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -114156.648438 Penalty: 2336.234131
	Iteration 7Q: 3 clusters Score -114156.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -114167.921875 Penalty: 2336.234131
	Iteration 8Q: 3 clusters Score -114167.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -114180.539062 Penalty: 2336.234131
	Iteration 9Q: 3 clusters Score -114180.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -114197.007812 Penalty: 2336.234131
	Iteration 10Q: 3 clusters Score -114197 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -114220.453125 Penalty: 2336.234131
	Iteration 11Q: 3 clusters Score -114220.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -114246.359375 Penalty: 2336.234131
	Iteration 12Q: 3 clusters Score -114246.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -114267.515625 Penalty: 2336.234131
	Iteration 13Q: 3 clusters Score -114267.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -114298.476562 Penalty: 2336.234131
	Iteration 14Q: 3 clusters Score -114298.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -114320.898438 Penalty: 2336.234131
	Iteration 15Q: 3 clusters Score -114320.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -114348.906250 Penalty: 2336.234131
	Iteration 16Q: 3 clusters Score -114348.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -114366.523438 Penalty: 2336.234131
	Iteration 17Q: 3 clusters Score -114366.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -114387.695312 Penalty: 2336.234131
	Iteration 18Q: 3 clusters Score -114387.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -114401.445312 Penalty: 2336.234131
	Iteration 19Q: 3 clusters Score -114401.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -114417.367188 Penalty: 2336.234131
	Iteration 20F: 3 clusters Score -114417.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -114428.125000 Penalty: 2336.234131
	Iteration 21Q: 3 clusters Score -114428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -114440.820312 Penalty: 2336.234131
	Iteration 22Q: 3 clusters Score -114440.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -114447.992188 Penalty: 2336.234131
	Iteration 23Q: 3 clusters Score -114448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -114455.898438 Penalty: 2336.234131
	Iteration 24Q: 3 clusters Score -114455.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -114466.304688 Penalty: 2336.234131
	Iteration 25Q: 3 clusters Score -114466.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -114474.742188 Penalty: 2336.234131
	Iteration 26Q: 3 clusters Score -114474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -114484.429688 Penalty: 2336.234131
	Iteration 27Q: 3 clusters Score -114484.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -114494.640625 Penalty: 2336.234131
	Iteration 28Q: 3 clusters Score -114494.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -114501.625000 Penalty: 2336.234131
	Iteration 29Q: 3 clusters Score -114501.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -114504.726562 Penalty: 2336.234131
	Iteration 30Q: 3 clusters Score -114504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -114505.617188 Penalty: 2336.234131
	Iteration 31Q: 3 clusters Score -114505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -114505.617188 Penalty: 2336.234131
	Iteration 32F: 3 clusters Score -114505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -402107.218750 Penalty: 1371.445435
	Iteration 0F: 2 clusters Score -402107.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -398300.906250 Penalty: 2742.890869
	Iteration 0F: 3 clusters Score -398300.9 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -399362.687500 Penalty: 2742.890869
	Iteration 1F: 3 clusters Score -399362.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -399590.593750 Penalty: 2742.890869
	Iteration 2F: 3 clusters Score -399590.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -399817.281250 Penalty: 2742.890869
	Iteration 3F: 3 clusters Score -399817.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -400113.312500 Penalty: 2742.890869
	Iteration 4F: 3 clusters Score -400113.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -400386.250000 Penalty: 2742.890869
	Iteration 5F: 3 clusters Score -400386.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -400646.156250 Penalty: 2742.890869
	Iteration 6F: 3 clusters Score -400646.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -400877.593750 Penalty: 2742.890869
	Iteration 7F: 3 clusters Score -400877.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -401084.812500 Penalty: 2742.890869
	Iteration 8F: 3 clusters Score -401084.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -401237.625000 Penalty: 2742.890869
	Iteration 9Q: 3 clusters Score -401237.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -401324.031250 Penalty: 2742.890869
	Iteration 10Q: 3 clusters Score -401324 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -401380.125000 Penalty: 2742.890869
	Iteration 11Q: 3 clusters Score -401380.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -401420.312500 Penalty: 2742.890869
	Iteration 12Q: 3 clusters Score -401420.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -401450.843750 Penalty: 2742.890869
	Iteration 13Q: 3 clusters Score -401450.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -401481.187500 Penalty: 2742.890869
	Iteration 14Q: 3 clusters Score -401481.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -401499.843750 Penalty: 2742.890869
	Iteration 15Q: 3 clusters Score -401499.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -401514.812500 Penalty: 2742.890869
	Iteration 16Q: 3 clusters Score -401514.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -401532.312500 Penalty: 2742.890869
	Iteration 17Q: 3 clusters Score -401532.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -401543.187500 Penalty: 2742.890869
	Iteration 18Q: 3 clusters Score -401543.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -401554.750000 Penalty: 2742.890869
	Iteration 19Q: 3 clusters Score -401554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -401565.750000 Penalty: 2742.890869
	Iteration 20F: 3 clusters Score -401565.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -401575.750000 Penalty: 2742.890869
	Iteration 21Q: 3 clusters Score -401575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -401578.906250 Penalty: 2742.890869
	Iteration 22Q: 3 clusters Score -401578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -401581.281250 Penalty: 2742.890869
	Iteration 23Q: 3 clusters Score -401581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -401581.625000 Penalty: 2742.890869
	Iteration 24Q: 3 clusters Score -401581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -401582.031250 Penalty: 2742.890869
	Iteration 25Q: 3 clusters Score -401582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -401582.468750 Penalty: 2742.890869
	Iteration 26Q: 3 clusters Score -401582.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -401582.468750 Penalty: 2742.890869
	Iteration 27F: 3 clusters Score -401582.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107356 members 
Entering Unmasked Estep 
Score: -10099639.000000 Penalty: 1882.384766
	Iteration 0F: 2 clusters Score -1.009964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -10027646.000000 Penalty: 3764.769531
	Iteration 0F: 3 clusters Score -1.002765e+07 nChanged 51572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -10058201.000000 Penalty: 3764.769531
	Iteration 1F: 3 clusters Score -1.00582e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 57968 members 
Entering Unmasked Estep 
Score: -10059387.000000 Penalty: 3764.769531
	Iteration 2Q: 3 clusters Score -1.005939e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 60436 members 
Entering Unmasked Estep 
Score: -10061172.000000 Penalty: 3764.769531
	Iteration 3Q: 3 clusters Score -1.006117e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 63973 members 
Entering Unmasked Estep 
Score: -10063652.000000 Penalty: 3764.769531
	Iteration 4Q: 3 clusters Score -1.006365e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -10067141.000000 Penalty: 3764.769531
	Iteration 5F: 3 clusters Score -1.006714e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 74645 members 
Entering Unmasked Estep 
Score: -10072202.000000 Penalty: 3764.769531
	Iteration 6F: 3 clusters Score -1.00722e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 80974 members 
Entering Unmasked Estep 
Score: -10077929.000000 Penalty: 3764.769531
	Iteration 7F: 3 clusters Score -1.007793e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -10083243.000000 Penalty: 3764.769531
	Iteration 8F: 3 clusters Score -1.008324e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 91155 members 
Entering Unmasked Estep 
Score: -10087189.000000 Penalty: 3764.769531
	Iteration 9Q: 3 clusters Score -1.008719e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 94426 members 
Entering Unmasked Estep 
Score: -10089751.000000 Penalty: 3764.769531
	Iteration 10Q: 3 clusters Score -1.008975e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 96966 members 
Entering Unmasked Estep 
Score: -10091508.000000 Penalty: 3764.769531
	Iteration 11Q: 3 clusters Score -1.009151e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 99116 members 
Entering Unmasked Estep 
Score: -10092998.000000 Penalty: 3764.769531
	Iteration 12Q: 3 clusters Score -1.0093e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -10094370.000000 Penalty: 3764.769531
	Iteration 13Q: 3 clusters Score -1.009437e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 102443 members 
Entering Unmasked Estep 
Score: -10095405.000000 Penalty: 3764.769531
	Iteration 14Q: 3 clusters Score -1.00954e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 103628 members 
Entering Unmasked Estep 
Score: -10096256.000000 Penalty: 3764.769531
	Iteration 15Q: 3 clusters Score -1.009626e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 104483 members 
Entering Unmasked Estep 
Score: -10096954.000000 Penalty: 3764.769531
	Iteration 16Q: 3 clusters Score -1.009695e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -10097372.000000 Penalty: 3764.769531
	Iteration 17Q: 3 clusters Score -1.009737e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 105453 members 
Entering Unmasked Estep 
Score: -10097722.000000 Penalty: 3764.769531
	Iteration 18Q: 3 clusters Score -1.009772e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 105721 members 
Entering Unmasked Estep 
Score: -10097884.000000 Penalty: 3764.769531
	Iteration 19Q: 3 clusters Score -1.009788e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 105913 members 
Entering Unmasked Estep 
Score: -10098006.000000 Penalty: 3764.769531
	Iteration 20F: 3 clusters Score -1.009801e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 106039 members 
Entering Unmasked Estep 
Score: -10098142.000000 Penalty: 3764.769531
	Iteration 21Q: 3 clusters Score -1.009814e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 106127 members 
Entering Unmasked Estep 
Score: -10098224.000000 Penalty: 3764.769531
	Iteration 22Q: 3 clusters Score -1.009822e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 106188 members 
Entering Unmasked Estep 
Score: -10098273.000000 Penalty: 3764.769531
	Iteration 23Q: 3 clusters Score -1.009827e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -10098309.000000 Penalty: 3764.769531
	Iteration 24Q: 3 clusters Score -1.009831e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 106284 members 
Entering Unmasked Estep 
Score: -10098309.000000 Penalty: 3764.769531
	Iteration 25Q: 3 clusters Score -1.009831e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 106310 members 
Entering Unmasked Estep 
Score: -10098330.000000 Penalty: 3764.769531
	Iteration 26Q: 3 clusters Score -1.009833e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 106338 members 
Entering Unmasked Estep 
Score: -10098351.000000 Penalty: 3764.769531
	Iteration 27Q: 3 clusters Score -1.009835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 106356 members 
Entering Unmasked Estep 
Score: -10098356.000000 Penalty: 3764.769531
	Iteration 28Q: 3 clusters Score -1.009836e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 106370 members 
Entering Unmasked Estep 
Score: -10098363.000000 Penalty: 3764.769531
	Iteration 29Q: 3 clusters Score -1.009836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 106384 members 
Entering Unmasked Estep 
Score: -10098359.000000 Penalty: 3764.769531
	Iteration 30Q: 3 clusters Score -1.009836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 106389 members 
Entering Unmasked Estep 
Score: -10098352.000000 Penalty: 3764.769531
	Iteration 31Q: 3 clusters Score -1.009835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 106397 members 
Entering Unmasked Estep 
Score: -10098360.000000 Penalty: 3764.769531
	Iteration 32Q: 3 clusters Score -1.009836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -10098371.000000 Penalty: 3764.769531
	Iteration 33Q: 3 clusters Score -1.009837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 106416 members 
Entering Unmasked Estep 
Score: -10098378.000000 Penalty: 3764.769531
	Iteration 34Q: 3 clusters Score -1.009838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 106420 members 
Entering Unmasked Estep 
Score: -10098373.000000 Penalty: 3764.769531
	Iteration 35Q: 3 clusters Score -1.009837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 106428 members 
Entering Unmasked Estep 
Score: -10098376.000000 Penalty: 3764.769531
	Iteration 36Q: 3 clusters Score -1.009838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -10098376.000000 Penalty: 3764.769531
	Iteration 37Q: 3 clusters Score -1.009838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 106433 members 
Entering Unmasked Estep 
Score: -10098379.000000 Penalty: 3764.769531
	Iteration 38Q: 3 clusters Score -1.009838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 106433 members 
Entering Unmasked Estep 
Score: -10098373.000000 Penalty: 3764.769531
	Iteration 39Q: 3 clusters Score -1.009837e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 106433 members 
Entering Unmasked Estep 
Score: -10098370.000000 Penalty: 3764.769531
	Iteration 40F: 3 clusters Score -1.009837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 106432 members 
Entering Unmasked Estep 
Score: -10098380.000000 Penalty: 3764.769531
	Iteration 41Q: 3 clusters Score -1.009838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -10098377.000000 Penalty: 3764.769531
	Iteration 42Q: 3 clusters Score -1.009838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -10098377.000000 Penalty: 3764.769531
	Iteration 43F: 3 clusters Score -1.009838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Entering Unmasked Estep 
Score: -683389.062500 Penalty: 1440.061401
	Iteration 0F: 2 clusters Score -683389.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -678057.562500 Penalty: 2880.122803
	Iteration 0F: 3 clusters Score -678057.6 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -679597.500000 Penalty: 2880.122803
	Iteration 1F: 3 clusters Score -679597.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -679776.375000 Penalty: 2880.122803
	Iteration 2F: 3 clusters Score -679776.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -679904.437500 Penalty: 2880.122803
	Iteration 3Q: 3 clusters Score -679904.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -679985.937500 Penalty: 2880.122803
	Iteration 4Q: 3 clusters Score -679985.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -680048.312500 Penalty: 2880.122803
	Iteration 5Q: 3 clusters Score -680048.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -680096.437500 Penalty: 2880.122803
	Iteration 6Q: 3 clusters Score -680096.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -680143.750000 Penalty: 2880.122803
	Iteration 7Q: 3 clusters Score -680143.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -680185.875000 Penalty: 2880.122803
	Iteration 8Q: 3 clusters Score -680185.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -680228.625000 Penalty: 2880.122803
	Iteration 9Q: 3 clusters Score -680228.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -680289.125000 Penalty: 2880.122803
	Iteration 10Q: 3 clusters Score -680289.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -680355.062500 Penalty: 2880.122803
	Iteration 11Q: 3 clusters Score -680355.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -680433.250000 Penalty: 2880.122803
	Iteration 12Q: 3 clusters Score -680433.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -680529.312500 Penalty: 2880.122803
	Iteration 13Q: 3 clusters Score -680529.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -680652.687500 Penalty: 2880.122803
	Iteration 14Q: 3 clusters Score -680652.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -680808.125000 Penalty: 2880.122803
	Iteration 15Q: 3 clusters Score -680808.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -681033.187500 Penalty: 2880.122803
	Iteration 16Q: 3 clusters Score -681033.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -681290.500000 Penalty: 2880.122803
	Iteration 17Q: 3 clusters Score -681290.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -681532.687500 Penalty: 2880.122803
	Iteration 18Q: 3 clusters Score -681532.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -681726.875000 Penalty: 2880.122803
	Iteration 19Q: 3 clusters Score -681726.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -681864.250000 Penalty: 2880.122803
	Iteration 20F: 3 clusters Score -681864.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -681963.125000 Penalty: 2880.122803
	Iteration 21Q: 3 clusters Score -681963.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -682034.187500 Penalty: 2880.122803
	Iteration 22Q: 3 clusters Score -682034.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -682070.062500 Penalty: 2880.122803
	Iteration 23Q: 3 clusters Score -682070.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -682100.687500 Penalty: 2880.122803
	Iteration 24Q: 3 clusters Score -682100.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -682119.187500 Penalty: 2880.122803
	Iteration 25Q: 3 clusters Score -682119.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -682133.000000 Penalty: 2880.122803
	Iteration 26Q: 3 clusters Score -682133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -682149.937500 Penalty: 2880.122803
	Iteration 27Q: 3 clusters Score -682149.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -682158.437500 Penalty: 2880.122803
	Iteration 28Q: 3 clusters Score -682158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -682161.812500 Penalty: 2880.122803
	Iteration 29Q: 3 clusters Score -682161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -682162.937500 Penalty: 2880.122803
	Iteration 30Q: 3 clusters Score -682162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -682164.750000 Penalty: 2880.122803
	Iteration 31Q: 3 clusters Score -682164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -682165.000000 Penalty: 2880.122803
	Iteration 32Q: 3 clusters Score -682165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -682166.250000 Penalty: 2880.122803
	Iteration 33Q: 3 clusters Score -682166.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -682166.250000 Penalty: 2880.122803
	Iteration 34F: 3 clusters Score -682166.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (79561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79561 members 
Entering Unmasked Estep 
Score: -7625681.500000 Penalty: 1833.695312
	Iteration 0F: 2 clusters Score -7625682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7572530.500000 Penalty: 3667.390625
	Iteration 0F: 3 clusters Score -7572530 nChanged 37952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -7594114.500000 Penalty: 3667.390625
	Iteration 1F: 3 clusters Score -7594114 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -7594685.000000 Penalty: 3667.390625
	Iteration 2Q: 3 clusters Score -7594685 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -7595485.000000 Penalty: 3667.390625
	Iteration 3Q: 3 clusters Score -7595485 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -7596366.000000 Penalty: 3667.390625
	Iteration 4Q: 3 clusters Score -7596366 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -7597638.000000 Penalty: 3667.390625
	Iteration 5Q: 3 clusters Score -7597638 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -7599396.500000 Penalty: 3667.390625
	Iteration 6Q: 3 clusters Score -7599396 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -7602065.000000 Penalty: 3667.390625
	Iteration 7F: 3 clusters Score -7602065 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7605875.500000 Penalty: 3667.390625
	Iteration 8F: 3 clusters Score -7605876 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -7611017.500000 Penalty: 3667.390625
	Iteration 9F: 3 clusters Score -7611018 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -7616427.000000 Penalty: 3667.390625
	Iteration 10F: 3 clusters Score -7616427 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7619753.500000 Penalty: 3667.390625
	Iteration 11F: 3 clusters Score -7619754 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -7621329.000000 Penalty: 3667.390625
	Iteration 12Q: 3 clusters Score -7621329 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -7622124.500000 Penalty: 3667.390625
	Iteration 13Q: 3 clusters Score -7622124 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -7622616.500000 Penalty: 3667.390625
	Iteration 14Q: 3 clusters Score -7622616 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -7622868.000000 Penalty: 3667.390625
	Iteration 15Q: 3 clusters Score -7622868 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -7623025.000000 Penalty: 3667.390625
	Iteration 16Q: 3 clusters Score -7623025 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -7623076.000000 Penalty: 3667.390625
	Iteration 17Q: 3 clusters Score -7623076 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -7623109.000000 Penalty: 3667.390625
	Iteration 18Q: 3 clusters Score -7623109 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -7623109.500000 Penalty: 3667.390625
	Iteration 19Q: 3 clusters Score -7623110 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -7623111.000000 Penalty: 3667.390625
	Iteration 20F: 3 clusters Score -7623111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -7623120.500000 Penalty: 3667.390625
	Iteration 21Q: 3 clusters Score -7623120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -7623105.500000 Penalty: 3667.390625
	Iteration 22Q: 3 clusters Score -7623106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -7623125.500000 Penalty: 3667.390625
	Iteration 23Q: 3 clusters Score -7623126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -7623132.000000 Penalty: 3667.390625
	Iteration 24Q: 3 clusters Score -7623132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -7623133.000000 Penalty: 3667.390625
	Iteration 25Q: 3 clusters Score -7623133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -7623117.000000 Penalty: 3667.390625
	Iteration 26Q: 3 clusters Score -7623117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -7623106.500000 Penalty: 3667.390625
	Iteration 27Q: 3 clusters Score -7623106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -7623114.000000 Penalty: 3667.390625
	Iteration 28Q: 3 clusters Score -7623114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -7623112.500000 Penalty: 3667.390625
	Iteration 29Q: 3 clusters Score -7623112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7623119.000000 Penalty: 3667.390625
	Iteration 30Q: 3 clusters Score -7623119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -7623124.500000 Penalty: 3667.390625
	Iteration 31Q: 3 clusters Score -7623124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -7623133.500000 Penalty: 3667.390625
	Iteration 32Q: 3 clusters Score -7623134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -7623129.000000 Penalty: 3667.390625
	Iteration 33Q: 3 clusters Score -7623129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -7623126.000000 Penalty: 3667.390625
	Iteration 34Q: 3 clusters Score -7623126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -7623117.500000 Penalty: 3667.390625
	Iteration 35Q: 3 clusters Score -7623118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -7623116.500000 Penalty: 3667.390625
	Iteration 36Q: 3 clusters Score -7623116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -7623117.500000 Penalty: 3667.390625
	Iteration 37Q: 3 clusters Score -7623118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -7623119.500000 Penalty: 3667.390625
	Iteration 38Q: 3 clusters Score -7623120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -7623119.500000 Penalty: 3667.390625
	Iteration 39Q: 3 clusters Score -7623120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7623113.000000 Penalty: 3667.390625
	Iteration 40F: 3 clusters Score -7623113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -7623118.000000 Penalty: 3667.390625
	Iteration 41Q: 3 clusters Score -7623118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -7623118.000000 Penalty: 3667.390625
	Iteration 42F: 3 clusters Score -7623118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -299228.031250 Penalty: 1310.860718
	Iteration 0F: 2 clusters Score -299228 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 1569 members 
Entering Unmasked Estep 
Score: -296426.000000 Penalty: 2621.721436
	Iteration 0F: 3 clusters Score -296426 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -297107.343750 Penalty: 2621.721436
	Iteration 1F: 3 clusters Score -297107.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -297243.843750 Penalty: 2621.721436
	Iteration 2F: 3 clusters Score -297243.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -297344.468750 Penalty: 2621.721436
	Iteration 3F: 3 clusters Score -297344.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -297434.406250 Penalty: 2621.721436
	Iteration 4Q: 3 clusters Score -297434.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -297506.468750 Penalty: 2621.721436
	Iteration 5Q: 3 clusters Score -297506.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -297570.062500 Penalty: 2621.721436
	Iteration 6Q: 3 clusters Score -297570.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -297623.312500 Penalty: 2621.721436
	Iteration 7Q: 3 clusters Score -297623.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -297672.968750 Penalty: 2621.721436
	Iteration 8Q: 3 clusters Score -297673 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -297716.031250 Penalty: 2621.721436
	Iteration 9Q: 3 clusters Score -297716 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297759.562500 Penalty: 2621.721436
	Iteration 10Q: 3 clusters Score -297759.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -297792.968750 Penalty: 2621.721436
	Iteration 11Q: 3 clusters Score -297793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -297815.093750 Penalty: 2621.721436
	Iteration 12Q: 3 clusters Score -297815.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -297834.906250 Penalty: 2621.721436
	Iteration 13Q: 3 clusters Score -297834.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -297847.218750 Penalty: 2621.721436
	Iteration 14Q: 3 clusters Score -297847.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -297854.031250 Penalty: 2621.721436
	Iteration 15Q: 3 clusters Score -297854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -297862.125000 Penalty: 2621.721436
	Iteration 16Q: 3 clusters Score -297862.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -297871.375000 Penalty: 2621.721436
	Iteration 17Q: 3 clusters Score -297871.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -297879.656250 Penalty: 2621.721436
	Iteration 18Q: 3 clusters Score -297879.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -297888.656250 Penalty: 2621.721436
	Iteration 19Q: 3 clusters Score -297888.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -297897.562500 Penalty: 2621.721436
	Iteration 20F: 3 clusters Score -297897.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -297905.125000 Penalty: 2621.721436
	Iteration 21Q: 3 clusters Score -297905.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -297912.093750 Penalty: 2621.721436
	Iteration 22Q: 3 clusters Score -297912.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -297919.437500 Penalty: 2621.721436
	Iteration 23Q: 3 clusters Score -297919.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -297927.156250 Penalty: 2621.721436
	Iteration 24Q: 3 clusters Score -297927.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -297935.781250 Penalty: 2621.721436
	Iteration 25Q: 3 clusters Score -297935.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -297945.437500 Penalty: 2621.721436
	Iteration 26Q: 3 clusters Score -297945.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -297959.000000 Penalty: 2621.721436
	Iteration 27Q: 3 clusters Score -297959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -297974.906250 Penalty: 2621.721436
	Iteration 28Q: 3 clusters Score -297974.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -297990.937500 Penalty: 2621.721436
	Iteration 29Q: 3 clusters Score -297990.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -298011.093750 Penalty: 2621.721436
	Iteration 30Q: 3 clusters Score -298011.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -298026.375000 Penalty: 2621.721436
	Iteration 31Q: 3 clusters Score -298026.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -298038.156250 Penalty: 2621.721436
	Iteration 32Q: 3 clusters Score -298038.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -298051.593750 Penalty: 2621.721436
	Iteration 33Q: 3 clusters Score -298051.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -298067.281250 Penalty: 2621.721436
	Iteration 34Q: 3 clusters Score -298067.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -298082.250000 Penalty: 2621.721436
	Iteration 35Q: 3 clusters Score -298082.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -298092.312500 Penalty: 2621.721436
	Iteration 36Q: 3 clusters Score -298092.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -298097.187500 Penalty: 2621.721436
	Iteration 37Q: 3 clusters Score -298097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -298100.406250 Penalty: 2621.721436
	Iteration 38Q: 3 clusters Score -298100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -298102.906250 Penalty: 2621.721436
	Iteration 39Q: 3 clusters Score -298102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -298107.031250 Penalty: 2621.721436
	Iteration 40F: 3 clusters Score -298107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -298108.562500 Penalty: 2621.721436
	Iteration 41Q: 3 clusters Score -298108.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -298110.093750 Penalty: 2621.721436
	Iteration 42Q: 3 clusters Score -298110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -298111.156250 Penalty: 2621.721436
	Iteration 43Q: 3 clusters Score -298111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -298111.562500 Penalty: 2621.721436
	Iteration 44Q: 3 clusters Score -298111.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -298111.562500 Penalty: 2621.721436
	Iteration 45F: 3 clusters Score -298111.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -215701.921875 Penalty: 1261.214355
	Iteration 0F: 2 clusters Score -215701.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -213381.656250 Penalty: 2522.428711
	Iteration 0F: 3 clusters Score -213381.7 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -213962.828125 Penalty: 2522.428711
	Iteration 1F: 3 clusters Score -213962.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -214087.015625 Penalty: 2522.428711
	Iteration 2F: 3 clusters Score -214087 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -214157.468750 Penalty: 2522.428711
	Iteration 3Q: 3 clusters Score -214157.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -214195.281250 Penalty: 2522.428711
	Iteration 4Q: 3 clusters Score -214195.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -214232.984375 Penalty: 2522.428711
	Iteration 5Q: 3 clusters Score -214233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -214257.968750 Penalty: 2522.428711
	Iteration 6Q: 3 clusters Score -214258 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -214271.046875 Penalty: 2522.428711
	Iteration 7Q: 3 clusters Score -214271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -214279.187500 Penalty: 2522.428711
	Iteration 8Q: 3 clusters Score -214279.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -214286.390625 Penalty: 2522.428711
	Iteration 9Q: 3 clusters Score -214286.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -214293.421875 Penalty: 2522.428711
	Iteration 10Q: 3 clusters Score -214293.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -214298.500000 Penalty: 2522.428711
	Iteration 11Q: 3 clusters Score -214298.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -214302.765625 Penalty: 2522.428711
	Iteration 12Q: 3 clusters Score -214302.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -214309.765625 Penalty: 2522.428711
	Iteration 13Q: 3 clusters Score -214309.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -214316.109375 Penalty: 2522.428711
	Iteration 14Q: 3 clusters Score -214316.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -214322.265625 Penalty: 2522.428711
	Iteration 15Q: 3 clusters Score -214322.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -214327.640625 Penalty: 2522.428711
	Iteration 16Q: 3 clusters Score -214327.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -214336.406250 Penalty: 2522.428711
	Iteration 17Q: 3 clusters Score -214336.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -214343.640625 Penalty: 2522.428711
	Iteration 18Q: 3 clusters Score -214343.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -214350.640625 Penalty: 2522.428711
	Iteration 19Q: 3 clusters Score -214350.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -214354.781250 Penalty: 2522.428711
	Iteration 20F: 3 clusters Score -214354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -214359.484375 Penalty: 2522.428711
	Iteration 21Q: 3 clusters Score -214359.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -214364.578125 Penalty: 2522.428711
	Iteration 22Q: 3 clusters Score -214364.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -214370.484375 Penalty: 2522.428711
	Iteration 23Q: 3 clusters Score -214370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -214372.203125 Penalty: 2522.428711
	Iteration 24Q: 3 clusters Score -214372.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -214377.125000 Penalty: 2522.428711
	Iteration 25Q: 3 clusters Score -214377.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -214381.171875 Penalty: 2522.428711
	Iteration 26Q: 3 clusters Score -214381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -214386.234375 Penalty: 2522.428711
	Iteration 27Q: 3 clusters Score -214386.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -214391.312500 Penalty: 2522.428711
	Iteration 28Q: 3 clusters Score -214391.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -214394.953125 Penalty: 2522.428711
	Iteration 29Q: 3 clusters Score -214395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -214399.359375 Penalty: 2522.428711
	Iteration 30Q: 3 clusters Score -214399.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -214405.421875 Penalty: 2522.428711
	Iteration 31Q: 3 clusters Score -214405.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -214411.890625 Penalty: 2522.428711
	Iteration 32Q: 3 clusters Score -214411.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -214416.281250 Penalty: 2522.428711
	Iteration 33Q: 3 clusters Score -214416.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -214419.312500 Penalty: 2522.428711
	Iteration 34Q: 3 clusters Score -214419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -214423.562500 Penalty: 2522.428711
	Iteration 35Q: 3 clusters Score -214423.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -214428.156250 Penalty: 2522.428711
	Iteration 36Q: 3 clusters Score -214428.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -214434.687500 Penalty: 2522.428711
	Iteration 37Q: 3 clusters Score -214434.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -214440.359375 Penalty: 2522.428711
	Iteration 38Q: 3 clusters Score -214440.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -214448.203125 Penalty: 2522.428711
	Iteration 39Q: 3 clusters Score -214448.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -214453.359375 Penalty: 2522.428711
	Iteration 40F: 3 clusters Score -214453.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -214462.281250 Penalty: 2522.428711
	Iteration 41Q: 3 clusters Score -214462.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -214468.718750 Penalty: 2522.428711
	Iteration 42Q: 3 clusters Score -214468.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -214481.890625 Penalty: 2522.428711
	Iteration 43Q: 3 clusters Score -214481.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -214499.687500 Penalty: 2522.428711
	Iteration 44Q: 3 clusters Score -214499.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -214519.562500 Penalty: 2522.428711
	Iteration 45Q: 3 clusters Score -214519.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -214532.937500 Penalty: 2522.428711
	Iteration 46Q: 3 clusters Score -214532.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -214546.312500 Penalty: 2522.428711
	Iteration 47Q: 3 clusters Score -214546.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -214562.328125 Penalty: 2522.428711
	Iteration 48Q: 3 clusters Score -214562.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -214586.921875 Penalty: 2522.428711
	Iteration 49Q: 3 clusters Score -214586.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -214631.671875 Penalty: 2522.428711
	Iteration 50Q: 3 clusters Score -214631.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -214707.437500 Penalty: 2522.428711
	Iteration 51Q: 3 clusters Score -214707.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -214821.843750 Penalty: 2522.428711
	Iteration 52Q: 3 clusters Score -214821.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -214911.906250 Penalty: 2522.428711
	Iteration 53Q: 3 clusters Score -214911.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -215017.796875 Penalty: 2522.428711
	Iteration 54Q: 3 clusters Score -215017.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -215096.281250 Penalty: 2522.428711
	Iteration 55Q: 3 clusters Score -215096.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -215164.515625 Penalty: 2522.428711
	Iteration 56Q: 3 clusters Score -215164.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -215236.437500 Penalty: 2522.428711
	Iteration 57Q: 3 clusters Score -215236.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -215271.546875 Penalty: 2522.428711
	Iteration 58Q: 3 clusters Score -215271.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -215286.625000 Penalty: 2522.428711
	Iteration 59Q: 3 clusters Score -215286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -215302.765625 Penalty: 2522.428711
	Iteration 60F: 3 clusters Score -215302.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -215311.656250 Penalty: 2522.428711
	Iteration 61Q: 3 clusters Score -215311.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -215316.000000 Penalty: 2522.428711
	Iteration 62Q: 3 clusters Score -215316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -215320.312500 Penalty: 2522.428711
	Iteration 63Q: 3 clusters Score -215320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -215323.421875 Penalty: 2522.428711
	Iteration 64Q: 3 clusters Score -215323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -215327.390625 Penalty: 2522.428711
	Iteration 65Q: 3 clusters Score -215327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -215332.687500 Penalty: 2522.428711
	Iteration 66Q: 3 clusters Score -215332.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -215336.656250 Penalty: 2522.428711
	Iteration 67Q: 3 clusters Score -215336.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -215339.453125 Penalty: 2522.428711
	Iteration 68Q: 3 clusters Score -215339.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -215340.937500 Penalty: 2522.428711
	Iteration 69Q: 3 clusters Score -215340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -215341.578125 Penalty: 2522.428711
	Iteration 70Q: 3 clusters Score -215341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -215342.421875 Penalty: 2522.428711
	Iteration 71Q: 3 clusters Score -215342.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -215343.937500 Penalty: 2522.428711
	Iteration 72Q: 3 clusters Score -215343.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -215345.921875 Penalty: 2522.428711
	Iteration 73Q: 3 clusters Score -215345.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -215350.703125 Penalty: 2522.428711
	Iteration 74Q: 3 clusters Score -215350.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -215351.390625 Penalty: 2522.428711
	Iteration 75Q: 3 clusters Score -215351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -215351.390625 Penalty: 2522.428711
	Iteration 76F: 3 clusters Score -215351.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -306581.062500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -306581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -303656.531250 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -303656.5 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -304583.906250 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -304583.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -304880.250000 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -304880.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -305078.125000 Penalty: 2635.498291
	Iteration 3F: 3 clusters Score -305078.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -305226.843750 Penalty: 2635.498291
	Iteration 4F: 3 clusters Score -305226.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -305345.875000 Penalty: 2635.498291
	Iteration 5Q: 3 clusters Score -305345.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -305450.687500 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -305450.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -305527.781250 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -305527.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -305591.437500 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -305591.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -305626.875000 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -305626.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -305647.843750 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -305647.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -305659.937500 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -305659.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -305670.000000 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -305670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -305681.250000 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -305681.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -305689.218750 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -305689.2 nChanged 15
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: -305695.812500 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -305695.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -305699.625000 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -305699.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -305703.437500 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -305703.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -305712.906250 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -305712.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -305729.468750 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -305729.5 nChanged 20
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: -305745.406250 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -305745.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -305766.875000 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -305766.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -305780.906250 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -305780.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -305796.531250 Penalty: 2635.498291
	Iteration 23Q: 3 clusters Score -305796.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -305804.812500 Penalty: 2635.498291
	Iteration 24Q: 3 clusters Score -305804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -305810.875000 Penalty: 2635.498291
	Iteration 25Q: 3 clusters Score -305810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -305816.781250 Penalty: 2635.498291
	Iteration 26Q: 3 clusters Score -305816.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -305823.843750 Penalty: 2635.498291
	Iteration 27Q: 3 clusters Score -305823.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -305827.718750 Penalty: 2635.498291
	Iteration 28Q: 3 clusters Score -305827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -305830.750000 Penalty: 2635.498291
	Iteration 29Q: 3 clusters Score -305830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -305832.593750 Penalty: 2635.498291
	Iteration 30Q: 3 clusters Score -305832.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -305834.375000 Penalty: 2635.498291
	Iteration 31Q: 3 clusters Score -305834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -305835.031250 Penalty: 2635.498291
	Iteration 32Q: 3 clusters Score -305835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -305836.906250 Penalty: 2635.498291
	Iteration 33Q: 3 clusters Score -305836.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -305837.875000 Penalty: 2635.498291
	Iteration 34Q: 3 clusters Score -305837.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -305838.000000 Penalty: 2635.498291
	Iteration 35Q: 3 clusters Score -305838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -305839.468750 Penalty: 2635.498291
	Iteration 36Q: 3 clusters Score -305839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -305840.500000 Penalty: 2635.498291
	Iteration 37Q: 3 clusters Score -305840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -305840.906250 Penalty: 2635.498291
	Iteration 38Q: 3 clusters Score -305840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -305840.906250 Penalty: 2635.498291
	Iteration 39F: 3 clusters Score -305840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Entering Unmasked Estep 
Score: -918014.500000 Penalty: 1495.555176
	Iteration 0F: 2 clusters Score -918014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -910969.125000 Penalty: 2991.110352
	Iteration 0F: 3 clusters Score -910969.1 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -913185.937500 Penalty: 2991.110352
	Iteration 1F: 3 clusters Score -913185.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -913383.937500 Penalty: 2991.110352
	Iteration 2F: 3 clusters Score -913383.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -913516.875000 Penalty: 2991.110352
	Iteration 3Q: 3 clusters Score -913516.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -913621.937500 Penalty: 2991.110352
	Iteration 4Q: 3 clusters Score -913621.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -913705.062500 Penalty: 2991.110352
	Iteration 5Q: 3 clusters Score -913705.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -913784.312500 Penalty: 2991.110352
	Iteration 6Q: 3 clusters Score -913784.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -913865.000000 Penalty: 2991.110352
	Iteration 7Q: 3 clusters Score -913865 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -913969.375000 Penalty: 2991.110352
	Iteration 8Q: 3 clusters Score -913969.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -914096.937500 Penalty: 2991.110352
	Iteration 9Q: 3 clusters Score -914096.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -914245.562500 Penalty: 2991.110352
	Iteration 10Q: 3 clusters Score -914245.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -914440.687500 Penalty: 2991.110352
	Iteration 11Q: 3 clusters Score -914440.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -914699.437500 Penalty: 2991.110352
	Iteration 12Q: 3 clusters Score -914699.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -914976.375000 Penalty: 2991.110352
	Iteration 13Q: 3 clusters Score -914976.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -915276.000000 Penalty: 2991.110352
	Iteration 14Q: 3 clusters Score -915276 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -915586.250000 Penalty: 2991.110352
	Iteration 15Q: 3 clusters Score -915586.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -915837.375000 Penalty: 2991.110352
	Iteration 16Q: 3 clusters Score -915837.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -916065.437500 Penalty: 2991.110352
	Iteration 17Q: 3 clusters Score -916065.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -916249.875000 Penalty: 2991.110352
	Iteration 18Q: 3 clusters Score -916249.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -916387.562500 Penalty: 2991.110352
	Iteration 19Q: 3 clusters Score -916387.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -916493.937500 Penalty: 2991.110352
	Iteration 20F: 3 clusters Score -916493.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -916573.312500 Penalty: 2991.110352
	Iteration 21Q: 3 clusters Score -916573.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -916634.500000 Penalty: 2991.110352
	Iteration 22Q: 3 clusters Score -916634.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -916683.875000 Penalty: 2991.110352
	Iteration 23Q: 3 clusters Score -916683.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -916713.562500 Penalty: 2991.110352
	Iteration 24Q: 3 clusters Score -916713.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -916719.375000 Penalty: 2991.110352
	Iteration 25Q: 3 clusters Score -916719.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -916724.250000 Penalty: 2991.110352
	Iteration 26Q: 3 clusters Score -916724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -916729.312500 Penalty: 2991.110352
	Iteration 27Q: 3 clusters Score -916729.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -916733.375000 Penalty: 2991.110352
	Iteration 28Q: 3 clusters Score -916733.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -916738.375000 Penalty: 2991.110352
	Iteration 29Q: 3 clusters Score -916738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -916739.500000 Penalty: 2991.110352
	Iteration 30Q: 3 clusters Score -916739.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -916741.625000 Penalty: 2991.110352
	Iteration 31Q: 3 clusters Score -916741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -916744.625000 Penalty: 2991.110352
	Iteration 32Q: 3 clusters Score -916744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -916744.625000 Penalty: 2991.110352
	Iteration 33Q: 3 clusters Score -916744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -916745.875000 Penalty: 2991.110352
	Iteration 34Q: 3 clusters Score -916745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -916747.125000 Penalty: 2991.110352
	Iteration 35Q: 3 clusters Score -916747.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -916747.125000 Penalty: 2991.110352
	Iteration 36F: 3 clusters Score -916747.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Entering Unmasked Estep 
Score: -1125997.375000 Penalty: 1522.040527
	Iteration 0F: 2 clusters Score -1125997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1117784.250000 Penalty: 3044.081055
	Iteration 0F: 3 clusters Score -1117784 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1120432.375000 Penalty: 3044.081055
	Iteration 1F: 3 clusters Score -1120432 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1120651.500000 Penalty: 3044.081055
	Iteration 2F: 3 clusters Score -1120652 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1120838.500000 Penalty: 3044.081055
	Iteration 3Q: 3 clusters Score -1120838 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1121008.250000 Penalty: 3044.081055
	Iteration 4Q: 3 clusters Score -1121008 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1121164.375000 Penalty: 3044.081055
	Iteration 5Q: 3 clusters Score -1121164 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1121352.750000 Penalty: 3044.081055
	Iteration 6Q: 3 clusters Score -1121353 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1121574.500000 Penalty: 3044.081055
	Iteration 7Q: 3 clusters Score -1121574 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1121850.875000 Penalty: 3044.081055
	Iteration 8Q: 3 clusters Score -1121851 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1122233.750000 Penalty: 3044.081055
	Iteration 9F: 3 clusters Score -1122234 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1122680.500000 Penalty: 3044.081055
	Iteration 10F: 3 clusters Score -1122680 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1123107.500000 Penalty: 3044.081055
	Iteration 11Q: 3 clusters Score -1123108 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1123494.500000 Penalty: 3044.081055
	Iteration 12Q: 3 clusters Score -1123494 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1123831.250000 Penalty: 3044.081055
	Iteration 13Q: 3 clusters Score -1123831 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1124094.500000 Penalty: 3044.081055
	Iteration 14Q: 3 clusters Score -1124094 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1124278.500000 Penalty: 3044.081055
	Iteration 15Q: 3 clusters Score -1124278 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1124412.250000 Penalty: 3044.081055
	Iteration 16Q: 3 clusters Score -1124412 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1124503.125000 Penalty: 3044.081055
	Iteration 17Q: 3 clusters Score -1124503 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1124570.250000 Penalty: 3044.081055
	Iteration 18Q: 3 clusters Score -1124570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1124613.250000 Penalty: 3044.081055
	Iteration 19Q: 3 clusters Score -1124613 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1124646.750000 Penalty: 3044.081055
	Iteration 20F: 3 clusters Score -1124647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1124670.375000 Penalty: 3044.081055
	Iteration 21Q: 3 clusters Score -1124670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1124684.500000 Penalty: 3044.081055
	Iteration 22Q: 3 clusters Score -1124684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1124702.375000 Penalty: 3044.081055
	Iteration 23Q: 3 clusters Score -1124702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1124716.000000 Penalty: 3044.081055
	Iteration 24Q: 3 clusters Score -1124716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -1124720.250000 Penalty: 3044.081055
	Iteration 25Q: 3 clusters Score -1124720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1124723.250000 Penalty: 3044.081055
	Iteration 26Q: 3 clusters Score -1124723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1124726.625000 Penalty: 3044.081055
	Iteration 27Q: 3 clusters Score -1124727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1124728.625000 Penalty: 3044.081055
	Iteration 28Q: 3 clusters Score -1124729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1124733.000000 Penalty: 3044.081055
	Iteration 29Q: 3 clusters Score -1124733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1124737.875000 Penalty: 3044.081055
	Iteration 30Q: 3 clusters Score -1124738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1124739.000000 Penalty: 3044.081055
	Iteration 31Q: 3 clusters Score -1124739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1124741.375000 Penalty: 3044.081055
	Iteration 32Q: 3 clusters Score -1124741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1124741.750000 Penalty: 3044.081055
	Iteration 33Q: 3 clusters Score -1124742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1124742.125000 Penalty: 3044.081055
	Iteration 34Q: 3 clusters Score -1124742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1124742.125000 Penalty: 3044.081055
	Iteration 35F: 3 clusters Score -1124742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Entering Unmasked Estep 
Score: -579375.937500 Penalty: 1413.968750
	Iteration 0F: 2 clusters Score -579375.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -574748.250000 Penalty: 2827.937500
	Iteration 0F: 3 clusters Score -574748.2 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -576041.312500 Penalty: 2827.937500
	Iteration 1F: 3 clusters Score -576041.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -576212.250000 Penalty: 2827.937500
	Iteration 2F: 3 clusters Score -576212.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -576316.500000 Penalty: 2827.937500
	Iteration 3Q: 3 clusters Score -576316.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -576397.187500 Penalty: 2827.937500
	Iteration 4Q: 3 clusters Score -576397.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -576470.375000 Penalty: 2827.937500
	Iteration 5Q: 3 clusters Score -576470.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -576546.875000 Penalty: 2827.937500
	Iteration 6Q: 3 clusters Score -576546.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -576619.937500 Penalty: 2827.937500
	Iteration 7Q: 3 clusters Score -576619.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -576692.687500 Penalty: 2827.937500
	Iteration 8Q: 3 clusters Score -576692.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -576776.312500 Penalty: 2827.937500
	Iteration 9Q: 3 clusters Score -576776.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -576862.062500 Penalty: 2827.937500
	Iteration 10Q: 3 clusters Score -576862.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -576936.312500 Penalty: 2827.937500
	Iteration 11Q: 3 clusters Score -576936.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -577005.875000 Penalty: 2827.937500
	Iteration 12Q: 3 clusters Score -577005.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -577069.250000 Penalty: 2827.937500
	Iteration 13Q: 3 clusters Score -577069.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -577148.375000 Penalty: 2827.937500
	Iteration 14Q: 3 clusters Score -577148.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -577249.875000 Penalty: 2827.937500
	Iteration 15Q: 3 clusters Score -577249.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -577352.937500 Penalty: 2827.937500
	Iteration 16Q: 3 clusters Score -577352.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -577445.687500 Penalty: 2827.937500
	Iteration 17Q: 3 clusters Score -577445.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -577531.437500 Penalty: 2827.937500
	Iteration 18Q: 3 clusters Score -577531.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -577622.687500 Penalty: 2827.937500
	Iteration 19Q: 3 clusters Score -577622.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -577701.437500 Penalty: 2827.937500
	Iteration 20F: 3 clusters Score -577701.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -577770.062500 Penalty: 2827.937500
	Iteration 21Q: 3 clusters Score -577770.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -577819.562500 Penalty: 2827.937500
	Iteration 22Q: 3 clusters Score -577819.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -577864.125000 Penalty: 2827.937500
	Iteration 23Q: 3 clusters Score -577864.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -577904.937500 Penalty: 2827.937500
	Iteration 24Q: 3 clusters Score -577904.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -577939.562500 Penalty: 2827.937500
	Iteration 25Q: 3 clusters Score -577939.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -577961.937500 Penalty: 2827.937500
	Iteration 26Q: 3 clusters Score -577961.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -577979.937500 Penalty: 2827.937500
	Iteration 27Q: 3 clusters Score -577979.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -577990.125000 Penalty: 2827.937500
	Iteration 28Q: 3 clusters Score -577990.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -578004.687500 Penalty: 2827.937500
	Iteration 29Q: 3 clusters Score -578004.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -578012.000000 Penalty: 2827.937500
	Iteration 30Q: 3 clusters Score -578012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -578016.937500 Penalty: 2827.937500
	Iteration 31Q: 3 clusters Score -578016.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -578019.437500 Penalty: 2827.937500
	Iteration 32Q: 3 clusters Score -578019.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -578024.437500 Penalty: 2827.937500
	Iteration 33Q: 3 clusters Score -578024.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -578029.625000 Penalty: 2827.937500
	Iteration 34Q: 3 clusters Score -578029.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -578033.125000 Penalty: 2827.937500
	Iteration 35Q: 3 clusters Score -578033.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -578035.187500 Penalty: 2827.937500
	Iteration 36Q: 3 clusters Score -578035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -578039.562500 Penalty: 2827.937500
	Iteration 37Q: 3 clusters Score -578039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -578039.687500 Penalty: 2827.937500
	Iteration 38Q: 3 clusters Score -578039.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -578040.000000 Penalty: 2827.937500
	Iteration 39Q: 3 clusters Score -578040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -578039.937500 Penalty: 2827.937500
	Iteration 40F: 3 clusters Score -578039.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -578040.750000 Penalty: 2827.937500
	Iteration 41Q: 3 clusters Score -578040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -578042.437500 Penalty: 2827.937500
	Iteration 42Q: 3 clusters Score -578042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -578043.625000 Penalty: 2827.937500
	Iteration 43Q: 3 clusters Score -578043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -578043.687500 Penalty: 2827.937500
	Iteration 44Q: 3 clusters Score -578043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -578044.000000 Penalty: 2827.937500
	Iteration 45Q: 3 clusters Score -578044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -578044.250000 Penalty: 2827.937500
	Iteration 46Q: 3 clusters Score -578044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -578049.000000 Penalty: 2827.937500
	Iteration 47Q: 3 clusters Score -578049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -578049.875000 Penalty: 2827.937500
	Iteration 48Q: 3 clusters Score -578049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -578051.500000 Penalty: 2827.937500
	Iteration 49Q: 3 clusters Score -578051.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -578054.250000 Penalty: 2827.937500
	Iteration 50Q: 3 clusters Score -578054.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -578055.125000 Penalty: 2827.937500
	Iteration 51Q: 3 clusters Score -578055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -578055.187500 Penalty: 2827.937500
	Iteration 52Q: 3 clusters Score -578055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -578055.687500 Penalty: 2827.937500
	Iteration 53Q: 3 clusters Score -578055.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -578055.875000 Penalty: 2827.937500
	Iteration 54Q: 3 clusters Score -578055.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -578055.812500 Penalty: 2827.937500
	Iteration 55Q: 3 clusters Score -578055.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -578055.937500 Penalty: 2827.937500
	Iteration 56Q: 3 clusters Score -578055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -578055.937500 Penalty: 2827.937500
	Iteration 57F: 3 clusters Score -578055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Entering Unmasked Estep 
Score: -809715.125000 Penalty: 1479.559204
	Iteration 0F: 2 clusters Score -809715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -803198.125000 Penalty: 2959.118408
	Iteration 0F: 3 clusters Score -803198.1 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -805338.250000 Penalty: 2959.118408
	Iteration 1F: 3 clusters Score -805338.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -805607.937500 Penalty: 2959.118408
	Iteration 2F: 3 clusters Score -805607.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -805918.250000 Penalty: 2959.118408
	Iteration 3F: 3 clusters Score -805918.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -806275.750000 Penalty: 2959.118408
	Iteration 4F: 3 clusters Score -806275.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -806720.250000 Penalty: 2959.118408
	Iteration 5F: 3 clusters Score -806720.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -807211.062500 Penalty: 2959.118408
	Iteration 6F: 3 clusters Score -807211.1 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -807669.250000 Penalty: 2959.118408
	Iteration 7F: 3 clusters Score -807669.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -807990.875000 Penalty: 2959.118408
	Iteration 8Q: 3 clusters Score -807990.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -808221.500000 Penalty: 2959.118408
	Iteration 9Q: 3 clusters Score -808221.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -808395.625000 Penalty: 2959.118408
	Iteration 10Q: 3 clusters Score -808395.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -808561.312500 Penalty: 2959.118408
	Iteration 11Q: 3 clusters Score -808561.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -808785.437500 Penalty: 2959.118408
	Iteration 12Q: 3 clusters Score -808785.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -809025.812500 Penalty: 2959.118408
	Iteration 13Q: 3 clusters Score -809025.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -809245.187500 Penalty: 2959.118408
	Iteration 14Q: 3 clusters Score -809245.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -809409.187500 Penalty: 2959.118408
	Iteration 15Q: 3 clusters Score -809409.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -809524.000000 Penalty: 2959.118408
	Iteration 16Q: 3 clusters Score -809524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -809594.937500 Penalty: 2959.118408
	Iteration 17Q: 3 clusters Score -809594.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -809630.000000 Penalty: 2959.118408
	Iteration 18Q: 3 clusters Score -809630 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -809641.937500 Penalty: 2959.118408
	Iteration 19Q: 3 clusters Score -809641.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -809654.875000 Penalty: 2959.118408
	Iteration 20F: 3 clusters Score -809654.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -809662.375000 Penalty: 2959.118408
	Iteration 21Q: 3 clusters Score -809662.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -809666.000000 Penalty: 2959.118408
	Iteration 22Q: 3 clusters Score -809666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -809667.187500 Penalty: 2959.118408
	Iteration 23Q: 3 clusters Score -809667.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -809668.937500 Penalty: 2959.118408
	Iteration 24Q: 3 clusters Score -809668.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -809671.812500 Penalty: 2959.118408
	Iteration 25Q: 3 clusters Score -809671.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -809676.250000 Penalty: 2959.118408
	Iteration 26Q: 3 clusters Score -809676.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -809676.687500 Penalty: 2959.118408
	Iteration 27Q: 3 clusters Score -809676.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -809676.937500 Penalty: 2959.118408
	Iteration 28Q: 3 clusters Score -809676.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -809677.500000 Penalty: 2959.118408
	Iteration 29Q: 3 clusters Score -809677.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -809678.187500 Penalty: 2959.118408
	Iteration 30Q: 3 clusters Score -809678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -809678.562500 Penalty: 2959.118408
	Iteration 31Q: 3 clusters Score -809678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -809679.812500 Penalty: 2959.118408
	Iteration 32Q: 3 clusters Score -809679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -809680.062500 Penalty: 2959.118408
	Iteration 33Q: 3 clusters Score -809680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -809681.125000 Penalty: 2959.118408
	Iteration 34Q: 3 clusters Score -809681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -809682.062500 Penalty: 2959.118408
	Iteration 35Q: 3 clusters Score -809682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -809681.312500 Penalty: 2959.118408
	Iteration 36Q: 3 clusters Score -809681.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -809681.312500 Penalty: 2959.118408
	Iteration 37F: 3 clusters Score -809681.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -566299.437500 Penalty: 1423.037598
	Iteration 0F: 2 clusters Score -566299.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -561469.000000 Penalty: 2846.075195
	Iteration 0F: 3 clusters Score -561469 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -562925.875000 Penalty: 2846.075195
	Iteration 1F: 3 clusters Score -562925.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -563186.562500 Penalty: 2846.075195
	Iteration 2F: 3 clusters Score -563186.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -563370.625000 Penalty: 2846.075195
	Iteration 3F: 3 clusters Score -563370.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -563567.125000 Penalty: 2846.075195
	Iteration 4Q: 3 clusters Score -563567.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -563815.937500 Penalty: 2846.075195
	Iteration 5F: 3 clusters Score -563815.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -564142.187500 Penalty: 2846.075195
	Iteration 6F: 3 clusters Score -564142.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -564548.250000 Penalty: 2846.075195
	Iteration 7F: 3 clusters Score -564548.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -564896.812500 Penalty: 2846.075195
	Iteration 8F: 3 clusters Score -564896.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -565144.625000 Penalty: 2846.075195
	Iteration 9Q: 3 clusters Score -565144.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -565349.250000 Penalty: 2846.075195
	Iteration 10Q: 3 clusters Score -565349.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -565500.750000 Penalty: 2846.075195
	Iteration 11Q: 3 clusters Score -565500.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -565652.625000 Penalty: 2846.075195
	Iteration 12Q: 3 clusters Score -565652.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -565813.875000 Penalty: 2846.075195
	Iteration 13Q: 3 clusters Score -565813.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -565916.625000 Penalty: 2846.075195
	Iteration 14Q: 3 clusters Score -565916.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -566007.562500 Penalty: 2846.075195
	Iteration 15Q: 3 clusters Score -566007.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -566093.625000 Penalty: 2846.075195
	Iteration 16Q: 3 clusters Score -566093.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -566145.125000 Penalty: 2846.075195
	Iteration 17Q: 3 clusters Score -566145.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -566170.562500 Penalty: 2846.075195
	Iteration 18Q: 3 clusters Score -566170.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -566184.750000 Penalty: 2846.075195
	Iteration 19Q: 3 clusters Score -566184.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -566195.437500 Penalty: 2846.075195
	Iteration 20F: 3 clusters Score -566195.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -566203.437500 Penalty: 2846.075195
	Iteration 21Q: 3 clusters Score -566203.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -566211.250000 Penalty: 2846.075195
	Iteration 22Q: 3 clusters Score -566211.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -566215.500000 Penalty: 2846.075195
	Iteration 23Q: 3 clusters Score -566215.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -566218.500000 Penalty: 2846.075195
	Iteration 24Q: 3 clusters Score -566218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -566218.875000 Penalty: 2846.075195
	Iteration 25Q: 3 clusters Score -566218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -566220.500000 Penalty: 2846.075195
	Iteration 26Q: 3 clusters Score -566220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -566220.750000 Penalty: 2846.075195
	Iteration 27Q: 3 clusters Score -566220.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -566220.250000 Penalty: 2846.075195
	Iteration 28Q: 3 clusters Score -566220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -566220.187500 Penalty: 2846.075195
	Iteration 29Q: 3 clusters Score -566220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -566219.375000 Penalty: 2846.075195
	Iteration 30Q: 3 clusters Score -566219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -566219.125000 Penalty: 2846.075195
	Iteration 31Q: 3 clusters Score -566219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -566219.125000 Penalty: 2846.075195
	Iteration 32F: 3 clusters Score -566219.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Entering Unmasked Estep 
Score: -440133.437500 Penalty: 1388.436523
	Iteration 0F: 2 clusters Score -440133.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -436155.531250 Penalty: 2776.873047
	Iteration 0F: 3 clusters Score -436155.5 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -437320.562500 Penalty: 2776.873047
	Iteration 1F: 3 clusters Score -437320.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -437593.156250 Penalty: 2776.873047
	Iteration 2F: 3 clusters Score -437593.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -437826.781250 Penalty: 2776.873047
	Iteration 3F: 3 clusters Score -437826.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -438034.031250 Penalty: 2776.873047
	Iteration 4F: 3 clusters Score -438034 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -438254.593750 Penalty: 2776.873047
	Iteration 5F: 3 clusters Score -438254.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -438472.500000 Penalty: 2776.873047
	Iteration 6Q: 3 clusters Score -438472.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -438718.593750 Penalty: 2776.873047
	Iteration 7Q: 3 clusters Score -438718.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -438950.750000 Penalty: 2776.873047
	Iteration 8Q: 3 clusters Score -438950.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -439113.187500 Penalty: 2776.873047
	Iteration 9Q: 3 clusters Score -439113.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -439239.000000 Penalty: 2776.873047
	Iteration 10Q: 3 clusters Score -439239 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -439306.906250 Penalty: 2776.873047
	Iteration 11Q: 3 clusters Score -439306.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -439349.687500 Penalty: 2776.873047
	Iteration 12Q: 3 clusters Score -439349.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -439373.250000 Penalty: 2776.873047
	Iteration 13Q: 3 clusters Score -439373.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -439386.125000 Penalty: 2776.873047
	Iteration 14Q: 3 clusters Score -439386.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -439399.375000 Penalty: 2776.873047
	Iteration 15Q: 3 clusters Score -439399.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -439409.812500 Penalty: 2776.873047
	Iteration 16Q: 3 clusters Score -439409.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -439414.375000 Penalty: 2776.873047
	Iteration 17Q: 3 clusters Score -439414.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -439419.218750 Penalty: 2776.873047
	Iteration 18Q: 3 clusters Score -439419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -439421.687500 Penalty: 2776.873047
	Iteration 19Q: 3 clusters Score -439421.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -439424.656250 Penalty: 2776.873047
	Iteration 20F: 3 clusters Score -439424.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -439429.312500 Penalty: 2776.873047
	Iteration 21Q: 3 clusters Score -439429.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -439430.875000 Penalty: 2776.873047
	Iteration 22Q: 3 clusters Score -439430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -439431.593750 Penalty: 2776.873047
	Iteration 23Q: 3 clusters Score -439431.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -439431.968750 Penalty: 2776.873047
	Iteration 24Q: 3 clusters Score -439432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -439431.968750 Penalty: 2776.873047
	Iteration 25F: 3 clusters Score -439432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -269659.406250 Penalty: 1291.497803
	Iteration 0F: 2 clusters Score -269659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -267070.031250 Penalty: 2582.995605
	Iteration 0F: 3 clusters Score -267070 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -267700.843750 Penalty: 2582.995605
	Iteration 1F: 3 clusters Score -267700.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -267828.156250 Penalty: 2582.995605
	Iteration 2F: 3 clusters Score -267828.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -267895.750000 Penalty: 2582.995605
	Iteration 3Q: 3 clusters Score -267895.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -267950.562500 Penalty: 2582.995605
	Iteration 4Q: 3 clusters Score -267950.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -267995.593750 Penalty: 2582.995605
	Iteration 5Q: 3 clusters Score -267995.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -268031.625000 Penalty: 2582.995605
	Iteration 6Q: 3 clusters Score -268031.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -268068.656250 Penalty: 2582.995605
	Iteration 7Q: 3 clusters Score -268068.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -268107.937500 Penalty: 2582.995605
	Iteration 8Q: 3 clusters Score -268107.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -268136.125000 Penalty: 2582.995605
	Iteration 9Q: 3 clusters Score -268136.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -268155.250000 Penalty: 2582.995605
	Iteration 10Q: 3 clusters Score -268155.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -268171.187500 Penalty: 2582.995605
	Iteration 11Q: 3 clusters Score -268171.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -268187.125000 Penalty: 2582.995605
	Iteration 12Q: 3 clusters Score -268187.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -268202.500000 Penalty: 2582.995605
	Iteration 13Q: 3 clusters Score -268202.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -268216.156250 Penalty: 2582.995605
	Iteration 14Q: 3 clusters Score -268216.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -268226.375000 Penalty: 2582.995605
	Iteration 15Q: 3 clusters Score -268226.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -268240.656250 Penalty: 2582.995605
	Iteration 16Q: 3 clusters Score -268240.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -268256.437500 Penalty: 2582.995605
	Iteration 17Q: 3 clusters Score -268256.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -268268.875000 Penalty: 2582.995605
	Iteration 18Q: 3 clusters Score -268268.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -268275.000000 Penalty: 2582.995605
	Iteration 19Q: 3 clusters Score -268275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -268280.593750 Penalty: 2582.995605
	Iteration 20F: 3 clusters Score -268280.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -268285.125000 Penalty: 2582.995605
	Iteration 21Q: 3 clusters Score -268285.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -268291.937500 Penalty: 2582.995605
	Iteration 22Q: 3 clusters Score -268291.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268298.937500 Penalty: 2582.995605
	Iteration 23Q: 3 clusters Score -268298.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -268303.500000 Penalty: 2582.995605
	Iteration 24Q: 3 clusters Score -268303.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -268307.750000 Penalty: 2582.995605
	Iteration 25Q: 3 clusters Score -268307.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -268317.406250 Penalty: 2582.995605
	Iteration 26Q: 3 clusters Score -268317.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -268325.187500 Penalty: 2582.995605
	Iteration 27Q: 3 clusters Score -268325.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -268334.250000 Penalty: 2582.995605
	Iteration 28Q: 3 clusters Score -268334.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -268342.437500 Penalty: 2582.995605
	Iteration 29Q: 3 clusters Score -268342.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -268346.968750 Penalty: 2582.995605
	Iteration 30Q: 3 clusters Score -268347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -268348.687500 Penalty: 2582.995605
	Iteration 31Q: 3 clusters Score -268348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -268349.625000 Penalty: 2582.995605
	Iteration 32Q: 3 clusters Score -268349.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -268352.312500 Penalty: 2582.995605
	Iteration 33Q: 3 clusters Score -268352.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -268354.031250 Penalty: 2582.995605
	Iteration 34Q: 3 clusters Score -268354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -268355.343750 Penalty: 2582.995605
	Iteration 35Q: 3 clusters Score -268355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -268356.250000 Penalty: 2582.995605
	Iteration 36Q: 3 clusters Score -268356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -268357.062500 Penalty: 2582.995605
	Iteration 37Q: 3 clusters Score -268357.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -268358.687500 Penalty: 2582.995605
	Iteration 38Q: 3 clusters Score -268358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -268358.500000 Penalty: 2582.995605
	Iteration 39Q: 3 clusters Score -268358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -268358.500000 Penalty: 2582.995605
	Iteration 40F: 3 clusters Score -268358.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -61525.199219 Penalty: 1063.385742
	Iteration 0F: 2 clusters Score -61525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -60335.050781 Penalty: 2126.771484
	Iteration 0F: 3 clusters Score -60335.05 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -60537.933594 Penalty: 2126.771484
	Iteration 1F: 3 clusters Score -60537.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -60602.273438 Penalty: 2126.771484
	Iteration 2F: 3 clusters Score -60602.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -60632.511719 Penalty: 2126.771484
	Iteration 3Q: 3 clusters Score -60632.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -60658.937500 Penalty: 2126.771484
	Iteration 4Q: 3 clusters Score -60658.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -60681.074219 Penalty: 2126.771484
	Iteration 5Q: 3 clusters Score -60681.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60702.421875 Penalty: 2126.771484
	Iteration 6Q: 3 clusters Score -60702.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60730.125000 Penalty: 2126.771484
	Iteration 7Q: 3 clusters Score -60730.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -60754.015625 Penalty: 2126.771484
	Iteration 8Q: 3 clusters Score -60754.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -60761.378906 Penalty: 2126.771484
	Iteration 9Q: 3 clusters Score -60761.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -60786.371094 Penalty: 2126.771484
	Iteration 10Q: 3 clusters Score -60786.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60817.468750 Penalty: 2126.771484
	Iteration 11Q: 3 clusters Score -60817.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60844.222656 Penalty: 2126.771484
	Iteration 12Q: 3 clusters Score -60844.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -60883.691406 Penalty: 2126.771484
	Iteration 13Q: 3 clusters Score -60883.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -60933.402344 Penalty: 2126.771484
	Iteration 14Q: 3 clusters Score -60933.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -60957.351562 Penalty: 2126.771484
	Iteration 15Q: 3 clusters Score -60957.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60967.296875 Penalty: 2126.771484
	Iteration 16Q: 3 clusters Score -60967.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -60979.468750 Penalty: 2126.771484
	Iteration 17Q: 3 clusters Score -60979.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -60985.656250 Penalty: 2126.771484
	Iteration 18Q: 3 clusters Score -60985.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -60987.589844 Penalty: 2126.771484
	Iteration 19Q: 3 clusters Score -60987.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -60990.386719 Penalty: 2126.771484
	Iteration 20F: 3 clusters Score -60990.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -60992.648438 Penalty: 2126.771484
	Iteration 21Q: 3 clusters Score -60992.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -60998.156250 Penalty: 2126.771484
	Iteration 22Q: 3 clusters Score -60998.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -61001.488281 Penalty: 2126.771484
	Iteration 23Q: 3 clusters Score -61001.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -61004.402344 Penalty: 2126.771484
	Iteration 24Q: 3 clusters Score -61004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61005.605469 Penalty: 2126.771484
	Iteration 25Q: 3 clusters Score -61005.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61005.605469 Penalty: 2126.771484
	Iteration 26F: 3 clusters Score -61005.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152732 members 
Mstep: Class 2 contains 25456 members 
Mstep: Class 3 contains 29342 members 
Mstep: Class 4 contains 22467 members 
Mstep: Class 5 contains 77215 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 79561 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 9000 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 5137 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387536.000000 Penalty: 45213.089844
Iteration 79Q: 22 clusters Score -5.238754e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 25456 members 
Mstep: Class 3 contains 29196 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 77362 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 107357 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 79560 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8999 members 
Mstep: Class 18 contains 6355 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387580.000000 Penalty: 45213.089844
Iteration 80F: 22 clusters Score -5.238758e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 25456 members 
Mstep: Class 3 contains 29058 members 
Mstep: Class 4 contains 22467 members 
Mstep: Class 5 contains 77502 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79560 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8998 members 
Mstep: Class 18 contains 6353 members 
Mstep: Class 19 contains 5139 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387556.000000 Penalty: 45213.089844
Iteration 81Q: 22 clusters Score -5.238756e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152731 members 
Mstep: Class 2 contains 25457 members 
Mstep: Class 3 contains 28916 members 
Mstep: Class 4 contains 22467 members 
Mstep: Class 5 contains 77645 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79559 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8995 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 5140 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387596.000000 Penalty: 45213.089844
Iteration 82Q: 22 clusters Score -5.23876e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152732 members 
Mstep: Class 2 contains 25457 members 
Mstep: Class 3 contains 28756 members 
Mstep: Class 4 contains 22467 members 
Mstep: Class 5 contains 77805 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79558 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8995 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 5143 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387556.000000 Penalty: 45213.089844
Iteration 83Q: 22 clusters Score -5.238756e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152728 members 
Mstep: Class 2 contains 25456 members 
Mstep: Class 3 contains 28604 members 
Mstep: Class 4 contains 22467 members 
Mstep: Class 5 contains 77959 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4624 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79557 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8997 members 
Mstep: Class 18 contains 6358 members 
Mstep: Class 19 contains 5145 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387588.000000 Penalty: 45213.089844
Iteration 84Q: 22 clusters Score -5.238759e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 25455 members 
Mstep: Class 3 contains 28451 members 
Mstep: Class 4 contains 22467 members 
Mstep: Class 5 contains 78118 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4623 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79554 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8996 members 
Mstep: Class 18 contains 6357 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387584.000000 Penalty: 45213.089844
Iteration 85Q: 22 clusters Score -5.238758e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 25453 members 
Mstep: Class 3 contains 28291 members 
Mstep: Class 4 contains 22467 members 
Mstep: Class 5 contains 78285 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4622 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79551 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8995 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387520.000000 Penalty: 45213.089844
Iteration 86Q: 22 clusters Score -5.238752e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 28122 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 78455 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4622 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79549 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 18 contains 6359 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387492.000000 Penalty: 45213.089844
Iteration 87Q: 22 clusters Score -5.238749e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152725 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 27942 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 78644 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 107357 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79547 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8991 members 
Mstep: Class 18 contains 6358 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387488.000000 Penalty: 45213.089844
Iteration 88Q: 22 clusters Score -5.238749e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 27745 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 78845 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4620 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79546 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8991 members 
Mstep: Class 18 contains 6359 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387448.000000 Penalty: 45213.089844
Iteration 89Q: 22 clusters Score -5.238745e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 27535 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 79060 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4615 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79546 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8989 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 5150 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387452.000000 Penalty: 45213.089844
Iteration 90Q: 22 clusters Score -5.238745e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 27336 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 79275 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4609 members 
Mstep: Class 8 contains 107354 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79543 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8988 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387492.000000 Penalty: 45213.089844
Iteration 91Q: 22 clusters Score -5.238749e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152721 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 27160 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 79463 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4605 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79536 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8987 members 
Mstep: Class 18 contains 6354 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387432.000000 Penalty: 45213.089844
Iteration 92Q: 22 clusters Score -5.238743e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 26982 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 79656 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79528 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8986 members 
Mstep: Class 18 contains 6348 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387484.000000 Penalty: 45213.089844
Iteration 93Q: 22 clusters Score -5.238748e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152720 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 26791 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 79855 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4604 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79523 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8986 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387532.000000 Penalty: 45213.089844
Iteration 94Q: 22 clusters Score -5.238753e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 26606 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 80047 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4600 members 
Mstep: Class 8 contains 107357 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79518 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8987 members 
Mstep: Class 18 contains 6348 members 
Mstep: Class 19 contains 5152 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387480.000000 Penalty: 45213.089844
Iteration 95Q: 22 clusters Score -5.238748e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152716 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 26439 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 80221 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 107357 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79515 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8990 members 
Mstep: Class 18 contains 6348 members 
Mstep: Class 19 contains 5154 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387504.000000 Penalty: 45213.089844
Iteration 96Q: 22 clusters Score -5.23875e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 26255 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 80426 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4589 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79507 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8990 members 
Mstep: Class 18 contains 6344 members 
Mstep: Class 19 contains 5157 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387532.000000 Penalty: 45213.089844
Iteration 97Q: 22 clusters Score -5.238753e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 25451 members 
Mstep: Class 3 contains 26090 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 80593 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79507 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8990 members 
Mstep: Class 18 contains 6343 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387516.000000 Penalty: 45213.089844
Iteration 98Q: 22 clusters Score -5.238752e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25451 members 
Mstep: Class 3 contains 25935 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 80750 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79505 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8990 members 
Mstep: Class 18 contains 6343 members 
Mstep: Class 19 contains 5166 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387528.000000 Penalty: 45213.089844
Iteration 99Q: 22 clusters Score -5.238753e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25451 members 
Mstep: Class 3 contains 25778 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 80917 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4572 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7057 members 
Mstep: Class 10 contains 79503 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8991 members 
Mstep: Class 18 contains 6344 members 
Mstep: Class 19 contains 5168 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387492.000000 Penalty: 45213.089844
Iteration 100F: 22 clusters Score -5.238749e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 25645 members 
Mstep: Class 4 contains 22466 members 
Mstep: Class 5 contains 81062 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 107354 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 79502 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8988 members 
Mstep: Class 18 contains 6343 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387496.000000 Penalty: 45213.089844
Iteration 101Q: 22 clusters Score -5.23875e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 25523 members 
Mstep: Class 4 contains 22465 members 
Mstep: Class 5 contains 81182 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 107353 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 79502 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11688 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8988 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387432.000000 Penalty: 45213.089844
Iteration 102Q: 22 clusters Score -5.238743e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 25408 members 
Mstep: Class 4 contains 22465 members 
Mstep: Class 5 contains 81299 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 107352 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79499 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11687 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8987 members 
Mstep: Class 18 contains 6348 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387484.000000 Penalty: 45213.089844
Iteration 103Q: 22 clusters Score -5.238748e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 25294 members 
Mstep: Class 4 contains 22464 members 
Mstep: Class 5 contains 81415 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 107355 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79497 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8986 members 
Mstep: Class 18 contains 6349 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387576.000000 Penalty: 45213.089844
Iteration 104Q: 22 clusters Score -5.238758e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 25188 members 
Mstep: Class 4 contains 22463 members 
Mstep: Class 5 contains 81527 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 107356 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79492 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8985 members 
Mstep: Class 18 contains 6350 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387564.000000 Penalty: 45213.089844
Iteration 105Q: 22 clusters Score -5.238756e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 25081 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 81641 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79488 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8984 members 
Mstep: Class 18 contains 6348 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387584.000000 Penalty: 45213.089844
Iteration 106Q: 22 clusters Score -5.238758e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 24957 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 81770 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4565 members 
Mstep: Class 8 contains 107359 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79483 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8984 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 5169 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387600.000000 Penalty: 45213.089844
Iteration 107Q: 22 clusters Score -5.23876e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 24814 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 81915 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79484 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8983 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 5170 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387624.000000 Penalty: 45213.089844
Iteration 108Q: 22 clusters Score -5.238762e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 24669 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 82060 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4561 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79483 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8984 members 
Mstep: Class 18 contains 6349 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387604.000000 Penalty: 45213.089844
Iteration 109Q: 22 clusters Score -5.23876e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 24528 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 82213 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4559 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79475 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8985 members 
Mstep: Class 18 contains 6347 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387652.000000 Penalty: 45213.089844
Iteration 110Q: 22 clusters Score -5.238765e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 25448 members 
Mstep: Class 3 contains 24366 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 82388 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79472 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8983 members 
Mstep: Class 18 contains 6342 members 
Mstep: Class 19 contains 5174 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387688.000000 Penalty: 45213.089844
Iteration 111Q: 22 clusters Score -5.238769e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 24209 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 82551 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79470 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8980 members 
Mstep: Class 18 contains 6339 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387720.000000 Penalty: 45213.089844
Iteration 112Q: 22 clusters Score -5.238772e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 24072 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 82695 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79466 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8979 members 
Mstep: Class 18 contains 6336 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387756.000000 Penalty: 45213.089844
Iteration 113Q: 22 clusters Score -5.238776e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 23944 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 82829 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4554 members 
Mstep: Class 8 contains 107359 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79460 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8978 members 
Mstep: Class 18 contains 6338 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387748.000000 Penalty: 45213.089844
Iteration 114Q: 22 clusters Score -5.238775e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 23817 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 82959 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 107359 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79457 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8977 members 
Mstep: Class 18 contains 6338 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387724.000000 Penalty: 45213.089844
Iteration 115Q: 22 clusters Score -5.238772e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 23699 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 83082 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79456 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8974 members 
Mstep: Class 18 contains 6338 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387724.000000 Penalty: 45213.089844
Iteration 116Q: 22 clusters Score -5.238772e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 23578 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 83205 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79452 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8969 members 
Mstep: Class 18 contains 6341 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387752.000000 Penalty: 45213.089844
Iteration 117Q: 22 clusters Score -5.238775e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 23457 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 83335 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 107360 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79445 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8968 members 
Mstep: Class 18 contains 6338 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387712.000000 Penalty: 45213.089844
Iteration 118Q: 22 clusters Score -5.238771e+07 nChanged 144
Entering ConstructFrom: 
Score: -52387712.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (152704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152704 members 
Entering Unmasked Estep 
Score: -14476045.000000 Penalty: 1939.641724
	Iteration 0F: 2 clusters Score -1.447604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76142 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -14374384.000000 Penalty: 3879.283447
	Iteration 0F: 3 clusters Score -1.437438e+07 nChanged 73856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70572 members 
Mstep: Class 2 contains 82132 members 
Entering Unmasked Estep 
Score: -14419715.000000 Penalty: 3879.283447
	Iteration 1F: 3 clusters Score -1.441972e+07 nChanged 7433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66197 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -14422854.000000 Penalty: 3879.283447
	Iteration 2Q: 3 clusters Score -1.442285e+07 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 93113 members 
Entering Unmasked Estep 
Score: -14428475.000000 Penalty: 3879.283447
	Iteration 3F: 3 clusters Score -1.442848e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 101833 members 
Entering Unmasked Estep 
Score: -14436488.000000 Penalty: 3879.283447
	Iteration 4F: 3 clusters Score -1.443649e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 111338 members 
Entering Unmasked Estep 
Score: -14445063.000000 Penalty: 3879.283447
	Iteration 5F: 3 clusters Score -1.444506e+07 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 120029 members 
Entering Unmasked Estep 
Score: -14452468.000000 Penalty: 3879.283447
	Iteration 6F: 3 clusters Score -1.445247e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 127483 members 
Entering Unmasked Estep 
Score: -14458009.000000 Penalty: 3879.283447
	Iteration 7F: 3 clusters Score -1.445801e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 133719 members 
Entering Unmasked Estep 
Score: -14462022.000000 Penalty: 3879.283447
	Iteration 8Q: 3 clusters Score -1.446202e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 138901 members 
Entering Unmasked Estep 
Score: -14465363.000000 Penalty: 3879.283447
	Iteration 9Q: 3 clusters Score -1.446536e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 143212 members 
Entering Unmasked Estep 
Score: -14468107.000000 Penalty: 3879.283447
	Iteration 10Q: 3 clusters Score -1.446811e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 146553 members 
Entering Unmasked Estep 
Score: -14470382.000000 Penalty: 3879.283447
	Iteration 11Q: 3 clusters Score -1.447038e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 148882 members 
Entering Unmasked Estep 
Score: -14471869.000000 Penalty: 3879.283447
	Iteration 12Q: 3 clusters Score -1.447187e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 150367 members 
Entering Unmasked Estep 
Score: -14472870.000000 Penalty: 3879.283447
	Iteration 13Q: 3 clusters Score -1.447287e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 151200 members 
Entering Unmasked Estep 
Score: -14473530.000000 Penalty: 3879.283447
	Iteration 14Q: 3 clusters Score -1.447353e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 151643 members 
Entering Unmasked Estep 
Score: -14473858.000000 Penalty: 3879.283447
	Iteration 15Q: 3 clusters Score -1.447386e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 151890 members 
Entering Unmasked Estep 
Score: -14474074.000000 Penalty: 3879.283447
	Iteration 16Q: 3 clusters Score -1.447407e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 152020 members 
Entering Unmasked Estep 
Score: -14474207.000000 Penalty: 3879.283447
	Iteration 17Q: 3 clusters Score -1.447421e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 152095 members 
Entering Unmasked Estep 
Score: -14474287.000000 Penalty: 3879.283447
	Iteration 18Q: 3 clusters Score -1.447429e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 152140 members 
Entering Unmasked Estep 
Score: -14474323.000000 Penalty: 3879.283447
	Iteration 19Q: 3 clusters Score -1.447432e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 152165 members 
Entering Unmasked Estep 
Score: -14474362.000000 Penalty: 3879.283447
	Iteration 20F: 3 clusters Score -1.447436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 152183 members 
Entering Unmasked Estep 
Score: -14474371.000000 Penalty: 3879.283447
	Iteration 21Q: 3 clusters Score -1.447437e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -14474392.000000 Penalty: 3879.283447
	Iteration 22Q: 3 clusters Score -1.447439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 152202 members 
Entering Unmasked Estep 
Score: -14474399.000000 Penalty: 3879.283447
	Iteration 23Q: 3 clusters Score -1.44744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 152208 members 
Entering Unmasked Estep 
Score: -14474402.000000 Penalty: 3879.283447
	Iteration 24Q: 3 clusters Score -1.44744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 152219 members 
Entering Unmasked Estep 
Score: -14474414.000000 Penalty: 3879.283447
	Iteration 25Q: 3 clusters Score -1.447441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 152225 members 
Entering Unmasked Estep 
Score: -14474425.000000 Penalty: 3879.283447
	Iteration 26Q: 3 clusters Score -1.447442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 152228 members 
Entering Unmasked Estep 
Score: -14474422.000000 Penalty: 3879.283447
	Iteration 27Q: 3 clusters Score -1.447442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 152229 members 
Entering Unmasked Estep 
Score: -14474407.000000 Penalty: 3879.283447
	Iteration 28Q: 3 clusters Score -1.447441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 152230 members 
Entering Unmasked Estep 
Score: -14474408.000000 Penalty: 3879.283447
	Iteration 29Q: 3 clusters Score -1.447441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -14474409.000000 Penalty: 3879.283447
	Iteration 30Q: 3 clusters Score -1.447441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -14474409.000000 Penalty: 3879.283447
	Iteration 31F: 3 clusters Score -1.447441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Entering Unmasked Estep 
Score: -2422916.250000 Penalty: 1648.470215
	Iteration 0F: 2 clusters Score -2422916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2405731.500000 Penalty: 3296.940430
	Iteration 0F: 3 clusters Score -2405732 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2412100.250000 Penalty: 3296.940430
	Iteration 1F: 3 clusters Score -2412100 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2412585.250000 Penalty: 3296.940430
	Iteration 2F: 3 clusters Score -2412585 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2413102.250000 Penalty: 3296.940430
	Iteration 3Q: 3 clusters Score -2413102 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2413739.750000 Penalty: 3296.940430
	Iteration 4F: 3 clusters Score -2413740 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2414587.250000 Penalty: 3296.940430
	Iteration 5F: 3 clusters Score -2414587 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2415744.500000 Penalty: 3296.940430
	Iteration 6F: 3 clusters Score -2415744 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2417175.750000 Penalty: 3296.940430
	Iteration 7F: 3 clusters Score -2417176 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -2418581.500000 Penalty: 3296.940430
	Iteration 8F: 3 clusters Score -2418582 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2419733.750000 Penalty: 3296.940430
	Iteration 9F: 3 clusters Score -2419734 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2420513.500000 Penalty: 3296.940430
	Iteration 10Q: 3 clusters Score -2420514 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2420975.750000 Penalty: 3296.940430
	Iteration 11Q: 3 clusters Score -2420976 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2421232.500000 Penalty: 3296.940430
	Iteration 12Q: 3 clusters Score -2421232 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2421375.250000 Penalty: 3296.940430
	Iteration 13Q: 3 clusters Score -2421375 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2421450.500000 Penalty: 3296.940430
	Iteration 14Q: 3 clusters Score -2421450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2421519.250000 Penalty: 3296.940430
	Iteration 15Q: 3 clusters Score -2421519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2421550.750000 Penalty: 3296.940430
	Iteration 16Q: 3 clusters Score -2421551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2421584.000000 Penalty: 3296.940430
	Iteration 17Q: 3 clusters Score -2421584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2421600.000000 Penalty: 3296.940430
	Iteration 18Q: 3 clusters Score -2421600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2421604.750000 Penalty: 3296.940430
	Iteration 19Q: 3 clusters Score -2421605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2421607.250000 Penalty: 3296.940430
	Iteration 20F: 3 clusters Score -2421607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2421612.000000 Penalty: 3296.940430
	Iteration 21Q: 3 clusters Score -2421612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2421614.500000 Penalty: 3296.940430
	Iteration 22Q: 3 clusters Score -2421614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2421612.500000 Penalty: 3296.940430
	Iteration 23Q: 3 clusters Score -2421612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2421623.750000 Penalty: 3296.940430
	Iteration 24Q: 3 clusters Score -2421624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2421624.000000 Penalty: 3296.940430
	Iteration 25Q: 3 clusters Score -2421624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2421629.750000 Penalty: 3296.940430
	Iteration 26Q: 3 clusters Score -2421630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2421631.500000 Penalty: 3296.940430
	Iteration 27Q: 3 clusters Score -2421632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2421636.250000 Penalty: 3296.940430
	Iteration 28Q: 3 clusters Score -2421636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2421635.000000 Penalty: 3296.940430
	Iteration 29Q: 3 clusters Score -2421635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2421636.000000 Penalty: 3296.940430
	Iteration 30Q: 3 clusters Score -2421636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2421637.500000 Penalty: 3296.940430
	Iteration 31Q: 3 clusters Score -2421638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2421637.500000 Penalty: 3296.940430
	Iteration 32F: 3 clusters Score -2421638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Entering Unmasked Estep 
Score: -2210255.750000 Penalty: 1634.294312
	Iteration 0F: 2 clusters Score -2210256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2194443.250000 Penalty: 3268.588623
	Iteration 0F: 3 clusters Score -2194443 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2200206.500000 Penalty: 3268.588623
	Iteration 1F: 3 clusters Score -2200206 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2200532.750000 Penalty: 3268.588623
	Iteration 2Q: 3 clusters Score -2200533 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2200813.250000 Penalty: 3268.588623
	Iteration 3Q: 3 clusters Score -2200813 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2201202.000000 Penalty: 3268.588623
	Iteration 4Q: 3 clusters Score -2201202 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2201798.500000 Penalty: 3268.588623
	Iteration 5Q: 3 clusters Score -2201798 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2202772.250000 Penalty: 3268.588623
	Iteration 6F: 3 clusters Score -2202772 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -2204212.250000 Penalty: 3268.588623
	Iteration 7F: 3 clusters Score -2204212 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2205971.250000 Penalty: 3268.588623
	Iteration 8F: 3 clusters Score -2205971 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2207439.500000 Penalty: 3268.588623
	Iteration 9F: 3 clusters Score -2207440 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2208275.500000 Penalty: 3268.588623
	Iteration 10Q: 3 clusters Score -2208276 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2208647.750000 Penalty: 3268.588623
	Iteration 11Q: 3 clusters Score -2208648 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2208813.250000 Penalty: 3268.588623
	Iteration 12Q: 3 clusters Score -2208813 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2208891.000000 Penalty: 3268.588623
	Iteration 13Q: 3 clusters Score -2208891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2208937.250000 Penalty: 3268.588623
	Iteration 14Q: 3 clusters Score -2208937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2208966.250000 Penalty: 3268.588623
	Iteration 15Q: 3 clusters Score -2208966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2208992.500000 Penalty: 3268.588623
	Iteration 16Q: 3 clusters Score -2208992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2209005.500000 Penalty: 3268.588623
	Iteration 17Q: 3 clusters Score -2209006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2209019.500000 Penalty: 3268.588623
	Iteration 18Q: 3 clusters Score -2209020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2209033.750000 Penalty: 3268.588623
	Iteration 19Q: 3 clusters Score -2209034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2209041.250000 Penalty: 3268.588623
	Iteration 20F: 3 clusters Score -2209041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2209048.750000 Penalty: 3268.588623
	Iteration 21Q: 3 clusters Score -2209049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2209051.500000 Penalty: 3268.588623
	Iteration 22Q: 3 clusters Score -2209052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2209051.750000 Penalty: 3268.588623
	Iteration 23Q: 3 clusters Score -2209052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2209054.250000 Penalty: 3268.588623
	Iteration 24Q: 3 clusters Score -2209054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2209063.500000 Penalty: 3268.588623
	Iteration 25Q: 3 clusters Score -2209064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2209064.500000 Penalty: 3268.588623
	Iteration 26Q: 3 clusters Score -2209064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2209063.750000 Penalty: 3268.588623
	Iteration 27Q: 3 clusters Score -2209064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2209063.750000 Penalty: 3268.588623
	Iteration 28F: 3 clusters Score -2209064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Entering Unmasked Estep 
Score: -2169708.000000 Penalty: 1628.181763
	Iteration 0F: 2 clusters Score -2169708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2154591.250000 Penalty: 3256.363525
	Iteration 0F: 3 clusters Score -2154591 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2159909.000000 Penalty: 3256.363525
	Iteration 1F: 3 clusters Score -2159909 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2160191.750000 Penalty: 3256.363525
	Iteration 2Q: 3 clusters Score -2160192 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2160412.250000 Penalty: 3256.363525
	Iteration 3Q: 3 clusters Score -2160412 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2160583.750000 Penalty: 3256.363525
	Iteration 4Q: 3 clusters Score -2160584 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2160758.250000 Penalty: 3256.363525
	Iteration 5Q: 3 clusters Score -2160758 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2160970.500000 Penalty: 3256.363525
	Iteration 6Q: 3 clusters Score -2160970 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2161253.250000 Penalty: 3256.363525
	Iteration 7Q: 3 clusters Score -2161253 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2161706.500000 Penalty: 3256.363525
	Iteration 8Q: 3 clusters Score -2161706 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2162303.500000 Penalty: 3256.363525
	Iteration 9Q: 3 clusters Score -2162304 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2162920.750000 Penalty: 3256.363525
	Iteration 10Q: 3 clusters Score -2162921 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2163564.750000 Penalty: 3256.363525
	Iteration 11F: 3 clusters Score -2163565 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2164270.250000 Penalty: 3256.363525
	Iteration 12F: 3 clusters Score -2164270 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2164993.500000 Penalty: 3256.363525
	Iteration 13F: 3 clusters Score -2164994 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2165628.500000 Penalty: 3256.363525
	Iteration 14Q: 3 clusters Score -2165628 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2166070.750000 Penalty: 3256.363525
	Iteration 15Q: 3 clusters Score -2166071 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2166341.750000 Penalty: 3256.363525
	Iteration 16Q: 3 clusters Score -2166342 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2166502.250000 Penalty: 3256.363525
	Iteration 17Q: 3 clusters Score -2166502 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2166614.250000 Penalty: 3256.363525
	Iteration 18Q: 3 clusters Score -2166614 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2166706.750000 Penalty: 3256.363525
	Iteration 19Q: 3 clusters Score -2166707 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2166763.500000 Penalty: 3256.363525
	Iteration 20F: 3 clusters Score -2166764 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2166816.750000 Penalty: 3256.363525
	Iteration 21Q: 3 clusters Score -2166817 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2166873.000000 Penalty: 3256.363525
	Iteration 22Q: 3 clusters Score -2166873 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2166907.750000 Penalty: 3256.363525
	Iteration 23Q: 3 clusters Score -2166908 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2166937.750000 Penalty: 3256.363525
	Iteration 24Q: 3 clusters Score -2166938 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2166958.500000 Penalty: 3256.363525
	Iteration 25Q: 3 clusters Score -2166958 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2166993.750000 Penalty: 3256.363525
	Iteration 26Q: 3 clusters Score -2166994 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2167009.000000 Penalty: 3256.363525
	Iteration 27Q: 3 clusters Score -2167009 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2167040.000000 Penalty: 3256.363525
	Iteration 28Q: 3 clusters Score -2167040 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2167061.000000 Penalty: 3256.363525
	Iteration 29Q: 3 clusters Score -2167061 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2167091.500000 Penalty: 3256.363525
	Iteration 30Q: 3 clusters Score -2167092 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -2167114.750000 Penalty: 3256.363525
	Iteration 31Q: 3 clusters Score -2167115 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2167131.250000 Penalty: 3256.363525
	Iteration 32Q: 3 clusters Score -2167131 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -2167155.000000 Penalty: 3256.363525
	Iteration 33Q: 3 clusters Score -2167155 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2167180.750000 Penalty: 3256.363525
	Iteration 34Q: 3 clusters Score -2167181 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2167209.250000 Penalty: 3256.363525
	Iteration 35Q: 3 clusters Score -2167209 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -2167234.000000 Penalty: 3256.363525
	Iteration 36Q: 3 clusters Score -2167234 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2167271.750000 Penalty: 3256.363525
	Iteration 37Q: 3 clusters Score -2167272 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2167293.250000 Penalty: 3256.363525
	Iteration 38Q: 3 clusters Score -2167293 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2167332.250000 Penalty: 3256.363525
	Iteration 39Q: 3 clusters Score -2167332 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2167368.750000 Penalty: 3256.363525
	Iteration 40F: 3 clusters Score -2167369 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2167415.000000 Penalty: 3256.363525
	Iteration 41Q: 3 clusters Score -2167415 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2167458.500000 Penalty: 3256.363525
	Iteration 42Q: 3 clusters Score -2167458 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2167498.750000 Penalty: 3256.363525
	Iteration 43Q: 3 clusters Score -2167499 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2167547.000000 Penalty: 3256.363525
	Iteration 44Q: 3 clusters Score -2167547 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2167586.250000 Penalty: 3256.363525
	Iteration 45Q: 3 clusters Score -2167586 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -2167618.500000 Penalty: 3256.363525
	Iteration 46Q: 3 clusters Score -2167618 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2167666.250000 Penalty: 3256.363525
	Iteration 47Q: 3 clusters Score -2167666 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2167693.000000 Penalty: 3256.363525
	Iteration 48Q: 3 clusters Score -2167693 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2167723.500000 Penalty: 3256.363525
	Iteration 49Q: 3 clusters Score -2167724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2167762.250000 Penalty: 3256.363525
	Iteration 50Q: 3 clusters Score -2167762 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2167788.750000 Penalty: 3256.363525
	Iteration 51Q: 3 clusters Score -2167789 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2167817.250000 Penalty: 3256.363525
	Iteration 52Q: 3 clusters Score -2167817 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2167853.250000 Penalty: 3256.363525
	Iteration 53Q: 3 clusters Score -2167853 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2167874.250000 Penalty: 3256.363525
	Iteration 54Q: 3 clusters Score -2167874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2167905.500000 Penalty: 3256.363525
	Iteration 55Q: 3 clusters Score -2167906 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2167927.500000 Penalty: 3256.363525
	Iteration 56Q: 3 clusters Score -2167928 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -2167961.500000 Penalty: 3256.363525
	Iteration 57Q: 3 clusters Score -2167962 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2167989.500000 Penalty: 3256.363525
	Iteration 58Q: 3 clusters Score -2167990 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2168023.750000 Penalty: 3256.363525
	Iteration 59Q: 3 clusters Score -2168024 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2168056.750000 Penalty: 3256.363525
	Iteration 60F: 3 clusters Score -2168057 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2168086.000000 Penalty: 3256.363525
	Iteration 61Q: 3 clusters Score -2168086 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2168124.250000 Penalty: 3256.363525
	Iteration 62Q: 3 clusters Score -2168124 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2168152.000000 Penalty: 3256.363525
	Iteration 63Q: 3 clusters Score -2168152 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2168182.750000 Penalty: 3256.363525
	Iteration 64Q: 3 clusters Score -2168183 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2168221.000000 Penalty: 3256.363525
	Iteration 65Q: 3 clusters Score -2168221 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2168251.000000 Penalty: 3256.363525
	Iteration 66Q: 3 clusters Score -2168251 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2168285.250000 Penalty: 3256.363525
	Iteration 67Q: 3 clusters Score -2168285 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2168313.500000 Penalty: 3256.363525
	Iteration 68Q: 3 clusters Score -2168314 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2168343.750000 Penalty: 3256.363525
	Iteration 69Q: 3 clusters Score -2168344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2168364.750000 Penalty: 3256.363525
	Iteration 70Q: 3 clusters Score -2168365 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2168389.500000 Penalty: 3256.363525
	Iteration 71Q: 3 clusters Score -2168390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2168409.500000 Penalty: 3256.363525
	Iteration 72Q: 3 clusters Score -2168410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2168417.750000 Penalty: 3256.363525
	Iteration 73Q: 3 clusters Score -2168418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2168434.250000 Penalty: 3256.363525
	Iteration 74Q: 3 clusters Score -2168434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2168440.250000 Penalty: 3256.363525
	Iteration 75Q: 3 clusters Score -2168440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2168446.000000 Penalty: 3256.363525
	Iteration 76Q: 3 clusters Score -2168446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2168450.500000 Penalty: 3256.363525
	Iteration 77Q: 3 clusters Score -2168450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2168459.250000 Penalty: 3256.363525
	Iteration 78Q: 3 clusters Score -2168459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2168466.250000 Penalty: 3256.363525
	Iteration 79Q: 3 clusters Score -2168466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2168467.250000 Penalty: 3256.363525
	Iteration 80F: 3 clusters Score -2168467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2168469.250000 Penalty: 3256.363525
	Iteration 81Q: 3 clusters Score -2168469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2168470.750000 Penalty: 3256.363525
	Iteration 82Q: 3 clusters Score -2168471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2168473.000000 Penalty: 3256.363525
	Iteration 83Q: 3 clusters Score -2168473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2168472.750000 Penalty: 3256.363525
	Iteration 84Q: 3 clusters Score -2168473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2168472.500000 Penalty: 3256.363525
	Iteration 85Q: 3 clusters Score -2168472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2168466.500000 Penalty: 3256.363525
	Iteration 86Q: 3 clusters Score -2168466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2168471.500000 Penalty: 3256.363525
	Iteration 87Q: 3 clusters Score -2168472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2168475.250000 Penalty: 3256.363525
	Iteration 88Q: 3 clusters Score -2168475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2168475.250000 Penalty: 3256.363525
	Iteration 89Q: 3 clusters Score -2168475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2168477.250000 Penalty: 3256.363525
	Iteration 90Q: 3 clusters Score -2168477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2168478.250000 Penalty: 3256.363525
	Iteration 91Q: 3 clusters Score -2168478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2168478.250000 Penalty: 3256.363525
	Iteration 92Q: 3 clusters Score -2168478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2168478.250000 Penalty: 3256.363525
	Iteration 93Q: 3 clusters Score -2168478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2168474.250000 Penalty: 3256.363525
	Iteration 94Q: 3 clusters Score -2168474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2168481.500000 Penalty: 3256.363525
	Iteration 95Q: 3 clusters Score -2168482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2168480.250000 Penalty: 3256.363525
	Iteration 96Q: 3 clusters Score -2168480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2168483.750000 Penalty: 3256.363525
	Iteration 97Q: 3 clusters Score -2168484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2168481.000000 Penalty: 3256.363525
	Iteration 98Q: 3 clusters Score -2168481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2168484.250000 Penalty: 3256.363525
	Iteration 99Q: 3 clusters Score -2168484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2168483.250000 Penalty: 3256.363525
	Iteration 100F: 3 clusters Score -2168483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2168489.250000 Penalty: 3256.363525
	Iteration 101Q: 3 clusters Score -2168489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2168490.250000 Penalty: 3256.363525
	Iteration 102Q: 3 clusters Score -2168490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2168491.250000 Penalty: 3256.363525
	Iteration 103Q: 3 clusters Score -2168491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2168491.000000 Penalty: 3256.363525
	Iteration 104Q: 3 clusters Score -2168491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2168487.250000 Penalty: 3256.363525
	Iteration 105Q: 3 clusters Score -2168487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2168487.500000 Penalty: 3256.363525
	Iteration 106Q: 3 clusters Score -2168488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2168490.750000 Penalty: 3256.363525
	Iteration 107Q: 3 clusters Score -2168491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2168491.250000 Penalty: 3256.363525
	Iteration 108Q: 3 clusters Score -2168491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2168488.750000 Penalty: 3256.363525
	Iteration 109Q: 3 clusters Score -2168489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2168491.750000 Penalty: 3256.363525
	Iteration 110Q: 3 clusters Score -2168492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2168494.250000 Penalty: 3256.363525
	Iteration 111Q: 3 clusters Score -2168494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2168494.000000 Penalty: 3256.363525
	Iteration 112Q: 3 clusters Score -2168494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2168494.250000 Penalty: 3256.363525
	Iteration 113Q: 3 clusters Score -2168494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2168494.250000 Penalty: 3256.363525
	Iteration 114F: 3 clusters Score -2168494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (83473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Entering Unmasked Estep 
Score: -7874593.000000 Penalty: 1841.495239
	Iteration 0F: 2 clusters Score -7874593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -7819172.000000 Penalty: 3682.990479
	Iteration 0F: 3 clusters Score -7819172 nChanged 39599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -7844562.500000 Penalty: 3682.990479
	Iteration 1F: 3 clusters Score -7844562 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -7848179.500000 Penalty: 3682.990479
	Iteration 2F: 3 clusters Score -7848180 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -7853031.500000 Penalty: 3682.990479
	Iteration 3F: 3 clusters Score -7853032 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -7858455.500000 Penalty: 3682.990479
	Iteration 4F: 3 clusters Score -7858456 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -7863315.500000 Penalty: 3682.990479
	Iteration 5F: 3 clusters Score -7863316 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -7866845.000000 Penalty: 3682.990479
	Iteration 6F: 3 clusters Score -7866845 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78086 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -7869255.000000 Penalty: 3682.990479
	Iteration 7Q: 3 clusters Score -7869255 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80171 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7870846.000000 Penalty: 3682.990479
	Iteration 8Q: 3 clusters Score -7870846 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81495 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7871792.500000 Penalty: 3682.990479
	Iteration 9Q: 3 clusters Score -7871792 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7872358.000000 Penalty: 3682.990479
	Iteration 10Q: 3 clusters Score -7872358 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82707 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7872689.500000 Penalty: 3682.990479
	Iteration 11Q: 3 clusters Score -7872690 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7872867.500000 Penalty: 3682.990479
	Iteration 12Q: 3 clusters Score -7872868 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7872931.500000 Penalty: 3682.990479
	Iteration 13Q: 3 clusters Score -7872932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83103 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7872991.000000 Penalty: 3682.990479
	Iteration 14Q: 3 clusters Score -7872991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7873029.500000 Penalty: 3682.990479
	Iteration 15Q: 3 clusters Score -7873030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83156 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7873067.000000 Penalty: 3682.990479
	Iteration 16Q: 3 clusters Score -7873067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83173 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7873078.500000 Penalty: 3682.990479
	Iteration 17Q: 3 clusters Score -7873078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83194 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7873112.000000 Penalty: 3682.990479
	Iteration 18Q: 3 clusters Score -7873112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83201 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7873112.000000 Penalty: 3682.990479
	Iteration 19Q: 3 clusters Score -7873112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83204 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7873121.000000 Penalty: 3682.990479
	Iteration 20F: 3 clusters Score -7873121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7873119.000000 Penalty: 3682.990479
	Iteration 21Q: 3 clusters Score -7873119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83207 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7873123.500000 Penalty: 3682.990479
	Iteration 22Q: 3 clusters Score -7873124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83209 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7873128.000000 Penalty: 3682.990479
	Iteration 23Q: 3 clusters Score -7873128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83210 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7873127.000000 Penalty: 3682.990479
	Iteration 24Q: 3 clusters Score -7873127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7873134.000000 Penalty: 3682.990479
	Iteration 25Q: 3 clusters Score -7873134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7873131.500000 Penalty: 3682.990479
	Iteration 26Q: 3 clusters Score -7873132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7873127.000000 Penalty: 3682.990479
	Iteration 27Q: 3 clusters Score -7873127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83213 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7873130.500000 Penalty: 3682.990479
	Iteration 28Q: 3 clusters Score -7873130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7873130.500000 Penalty: 3682.990479
	Iteration 29Q: 3 clusters Score -7873130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83214 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7873130.500000 Penalty: 3682.990479
	Iteration 30F: 3 clusters Score -7873130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -115154.734375 Penalty: 1168.117065
	Iteration 0F: 2 clusters Score -115154.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -113527.890625 Penalty: 2336.234131
	Iteration 0F: 3 clusters Score -113527.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -113878.835938 Penalty: 2336.234131
	Iteration 1F: 3 clusters Score -113878.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113966.484375 Penalty: 2336.234131
	Iteration 2F: 3 clusters Score -113966.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -114039.921875 Penalty: 2336.234131
	Iteration 3F: 3 clusters Score -114039.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -114132.773438 Penalty: 2336.234131
	Iteration 4Q: 3 clusters Score -114132.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -114243.101562 Penalty: 2336.234131
	Iteration 5Q: 3 clusters Score -114243.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -114358.070312 Penalty: 2336.234131
	Iteration 6Q: 3 clusters Score -114358.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -114439.875000 Penalty: 2336.234131
	Iteration 7F: 3 clusters Score -114439.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -114499.507812 Penalty: 2336.234131
	Iteration 8Q: 3 clusters Score -114499.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -114554.406250 Penalty: 2336.234131
	Iteration 9Q: 3 clusters Score -114554.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -114593.703125 Penalty: 2336.234131
	Iteration 10Q: 3 clusters Score -114593.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -114622.609375 Penalty: 2336.234131
	Iteration 11Q: 3 clusters Score -114622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -114637.078125 Penalty: 2336.234131
	Iteration 12Q: 3 clusters Score -114637.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -114649.078125 Penalty: 2336.234131
	Iteration 13Q: 3 clusters Score -114649.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -114660.171875 Penalty: 2336.234131
	Iteration 14Q: 3 clusters Score -114660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -114667.867188 Penalty: 2336.234131
	Iteration 15Q: 3 clusters Score -114667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -114673.171875 Penalty: 2336.234131
	Iteration 16Q: 3 clusters Score -114673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -114675.992188 Penalty: 2336.234131
	Iteration 17Q: 3 clusters Score -114676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -114677.828125 Penalty: 2336.234131
	Iteration 18Q: 3 clusters Score -114677.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -114677.828125 Penalty: 2336.234131
	Iteration 19F: 3 clusters Score -114677.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Entering Unmasked Estep 
Score: -396087.843750 Penalty: 1368.932495
	Iteration 0F: 2 clusters Score -396087.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -392391.750000 Penalty: 2737.864990
	Iteration 0F: 3 clusters Score -392391.8 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -393507.593750 Penalty: 2737.864990
	Iteration 1F: 3 clusters Score -393507.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -393744.218750 Penalty: 2737.864990
	Iteration 2F: 3 clusters Score -393744.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -393941.531250 Penalty: 2737.864990
	Iteration 3F: 3 clusters Score -393941.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -394134.218750 Penalty: 2737.864990
	Iteration 4F: 3 clusters Score -394134.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -394297.250000 Penalty: 2737.864990
	Iteration 5F: 3 clusters Score -394297.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -394430.250000 Penalty: 2737.864990
	Iteration 6Q: 3 clusters Score -394430.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -394536.250000 Penalty: 2737.864990
	Iteration 7Q: 3 clusters Score -394536.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -394623.656250 Penalty: 2737.864990
	Iteration 8Q: 3 clusters Score -394623.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -394689.468750 Penalty: 2737.864990
	Iteration 9Q: 3 clusters Score -394689.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -394741.937500 Penalty: 2737.864990
	Iteration 10Q: 3 clusters Score -394741.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -394782.718750 Penalty: 2737.864990
	Iteration 11Q: 3 clusters Score -394782.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -394829.343750 Penalty: 2737.864990
	Iteration 12Q: 3 clusters Score -394829.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -394872.125000 Penalty: 2737.864990
	Iteration 13Q: 3 clusters Score -394872.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -394906.437500 Penalty: 2737.864990
	Iteration 14Q: 3 clusters Score -394906.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -394938.968750 Penalty: 2737.864990
	Iteration 15Q: 3 clusters Score -394939 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -394981.750000 Penalty: 2737.864990
	Iteration 16Q: 3 clusters Score -394981.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -395029.718750 Penalty: 2737.864990
	Iteration 17Q: 3 clusters Score -395029.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -395075.906250 Penalty: 2737.864990
	Iteration 18Q: 3 clusters Score -395075.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -395108.875000 Penalty: 2737.864990
	Iteration 19Q: 3 clusters Score -395108.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -395143.187500 Penalty: 2737.864990
	Iteration 20F: 3 clusters Score -395143.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -395185.812500 Penalty: 2737.864990
	Iteration 21Q: 3 clusters Score -395185.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -395226.187500 Penalty: 2737.864990
	Iteration 22Q: 3 clusters Score -395226.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -395258.031250 Penalty: 2737.864990
	Iteration 23Q: 3 clusters Score -395258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -395291.937500 Penalty: 2737.864990
	Iteration 24Q: 3 clusters Score -395291.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -395324.750000 Penalty: 2737.864990
	Iteration 25Q: 3 clusters Score -395324.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -395356.968750 Penalty: 2737.864990
	Iteration 26Q: 3 clusters Score -395357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -395379.000000 Penalty: 2737.864990
	Iteration 27Q: 3 clusters Score -395379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -395395.687500 Penalty: 2737.864990
	Iteration 28Q: 3 clusters Score -395395.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -395409.843750 Penalty: 2737.864990
	Iteration 29Q: 3 clusters Score -395409.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -395421.031250 Penalty: 2737.864990
	Iteration 30Q: 3 clusters Score -395421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -395431.656250 Penalty: 2737.864990
	Iteration 31Q: 3 clusters Score -395431.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -395437.093750 Penalty: 2737.864990
	Iteration 32Q: 3 clusters Score -395437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -395443.250000 Penalty: 2737.864990
	Iteration 33Q: 3 clusters Score -395443.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -395447.468750 Penalty: 2737.864990
	Iteration 34Q: 3 clusters Score -395447.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -395451.437500 Penalty: 2737.864990
	Iteration 35Q: 3 clusters Score -395451.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -395454.750000 Penalty: 2737.864990
	Iteration 36Q: 3 clusters Score -395454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -395458.406250 Penalty: 2737.864990
	Iteration 37Q: 3 clusters Score -395458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -395461.687500 Penalty: 2737.864990
	Iteration 38Q: 3 clusters Score -395461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -395463.781250 Penalty: 2737.864990
	Iteration 39Q: 3 clusters Score -395463.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -395466.812500 Penalty: 2737.864990
	Iteration 40F: 3 clusters Score -395466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -395469.531250 Penalty: 2737.864990
	Iteration 41Q: 3 clusters Score -395469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -395470.781250 Penalty: 2737.864990
	Iteration 42Q: 3 clusters Score -395470.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -395473.437500 Penalty: 2737.864990
	Iteration 43Q: 3 clusters Score -395473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -395473.781250 Penalty: 2737.864990
	Iteration 44Q: 3 clusters Score -395473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -395473.812500 Penalty: 2737.864990
	Iteration 45Q: 3 clusters Score -395473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -395475.031250 Penalty: 2737.864990
	Iteration 46Q: 3 clusters Score -395475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -395475.937500 Penalty: 2737.864990
	Iteration 47Q: 3 clusters Score -395475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -395476.625000 Penalty: 2737.864990
	Iteration 48Q: 3 clusters Score -395476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -395476.625000 Penalty: 2737.864990
	Iteration 49F: 3 clusters Score -395476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107360 members 
Entering Unmasked Estep 
Score: -10100114.000000 Penalty: 1882.390747
	Iteration 0F: 2 clusters Score -1.010011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -10028441.000000 Penalty: 3764.781494
	Iteration 0F: 3 clusters Score -1.002844e+07 nChanged 51447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -10059192.000000 Penalty: 3764.781494
	Iteration 1F: 3 clusters Score -1.005919e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 65286 members 
Entering Unmasked Estep 
Score: -10061496.000000 Penalty: 3764.781494
	Iteration 2Q: 3 clusters Score -1.00615e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -10065510.000000 Penalty: 3764.781494
	Iteration 3F: 3 clusters Score -1.006551e+07 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 80412 members 
Entering Unmasked Estep 
Score: -10072576.000000 Penalty: 3764.781494
	Iteration 4F: 3 clusters Score -1.007258e+07 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -10082037.000000 Penalty: 3764.781494
	Iteration 5F: 3 clusters Score -1.008204e+07 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 98463 members 
Entering Unmasked Estep 
Score: -10090836.000000 Penalty: 3764.781494
	Iteration 6F: 3 clusters Score -1.009084e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 103355 members 
Entering Unmasked Estep 
Score: -10095786.000000 Penalty: 3764.781494
	Iteration 7Q: 3 clusters Score -1.009579e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 105418 members 
Entering Unmasked Estep 
Score: -10097727.000000 Penalty: 3764.781494
	Iteration 8Q: 3 clusters Score -1.009773e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 106153 members 
Entering Unmasked Estep 
Score: -10098507.000000 Penalty: 3764.781494
	Iteration 9Q: 3 clusters Score -1.009851e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 106371 members 
Entering Unmasked Estep 
Score: -10098738.000000 Penalty: 3764.781494
	Iteration 10Q: 3 clusters Score -1.009874e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 106470 members 
Entering Unmasked Estep 
Score: -10098863.000000 Penalty: 3764.781494
	Iteration 11Q: 3 clusters Score -1.009886e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 106514 members 
Entering Unmasked Estep 
Score: -10098915.000000 Penalty: 3764.781494
	Iteration 12Q: 3 clusters Score -1.009892e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 106554 members 
Entering Unmasked Estep 
Score: -10098968.000000 Penalty: 3764.781494
	Iteration 13Q: 3 clusters Score -1.009897e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 106568 members 
Entering Unmasked Estep 
Score: -10099001.000000 Penalty: 3764.781494
	Iteration 14Q: 3 clusters Score -1.0099e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 106582 members 
Entering Unmasked Estep 
Score: -10099025.000000 Penalty: 3764.781494
	Iteration 15Q: 3 clusters Score -1.009902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 106592 members 
Entering Unmasked Estep 
Score: -10099049.000000 Penalty: 3764.781494
	Iteration 16Q: 3 clusters Score -1.009905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 106599 members 
Entering Unmasked Estep 
Score: -10099053.000000 Penalty: 3764.781494
	Iteration 17Q: 3 clusters Score -1.009905e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 106602 members 
Entering Unmasked Estep 
Score: -10099049.000000 Penalty: 3764.781494
	Iteration 18Q: 3 clusters Score -1.009905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 106601 members 
Entering Unmasked Estep 
Score: -10099048.000000 Penalty: 3764.781494
	Iteration 19Q: 3 clusters Score -1.009905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 106604 members 
Entering Unmasked Estep 
Score: -10099067.000000 Penalty: 3764.781494
	Iteration 20F: 3 clusters Score -1.009907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -10099080.000000 Penalty: 3764.781494
	Iteration 21Q: 3 clusters Score -1.009908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -10099092.000000 Penalty: 3764.781494
	Iteration 22Q: 3 clusters Score -1.009909e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 106610 members 
Entering Unmasked Estep 
Score: -10099093.000000 Penalty: 3764.781494
	Iteration 23Q: 3 clusters Score -1.009909e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -10099097.000000 Penalty: 3764.781494
	Iteration 24Q: 3 clusters Score -1.00991e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 106613 members 
Entering Unmasked Estep 
Score: -10099099.000000 Penalty: 3764.781494
	Iteration 25Q: 3 clusters Score -1.00991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -10099122.000000 Penalty: 3764.781494
	Iteration 26Q: 3 clusters Score -1.009912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -10099137.000000 Penalty: 3764.781494
	Iteration 27Q: 3 clusters Score -1.009914e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 106609 members 
Entering Unmasked Estep 
Score: -10099142.000000 Penalty: 3764.781494
	Iteration 28Q: 3 clusters Score -1.009914e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -10099160.000000 Penalty: 3764.781494
	Iteration 29Q: 3 clusters Score -1.009916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 106614 members 
Entering Unmasked Estep 
Score: -10099178.000000 Penalty: 3764.781494
	Iteration 30Q: 3 clusters Score -1.009918e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 106619 members 
Entering Unmasked Estep 
Score: -10099213.000000 Penalty: 3764.781494
	Iteration 31Q: 3 clusters Score -1.009921e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 106624 members 
Entering Unmasked Estep 
Score: -10099225.000000 Penalty: 3764.781494
	Iteration 32Q: 3 clusters Score -1.009922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -10099242.000000 Penalty: 3764.781494
	Iteration 33Q: 3 clusters Score -1.009924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 106616 members 
Entering Unmasked Estep 
Score: -10099266.000000 Penalty: 3764.781494
	Iteration 34Q: 3 clusters Score -1.009927e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 106606 members 
Entering Unmasked Estep 
Score: -10099298.000000 Penalty: 3764.781494
	Iteration 35Q: 3 clusters Score -1.00993e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 106595 members 
Entering Unmasked Estep 
Score: -10099319.000000 Penalty: 3764.781494
	Iteration 36Q: 3 clusters Score -1.009932e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 106587 members 
Entering Unmasked Estep 
Score: -10099338.000000 Penalty: 3764.781494
	Iteration 37Q: 3 clusters Score -1.009934e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 106576 members 
Entering Unmasked Estep 
Score: -10099348.000000 Penalty: 3764.781494
	Iteration 38Q: 3 clusters Score -1.009935e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 106573 members 
Entering Unmasked Estep 
Score: -10099332.000000 Penalty: 3764.781494
	Iteration 39Q: 3 clusters Score -1.009933e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 106565 members 
Entering Unmasked Estep 
Score: -10099328.000000 Penalty: 3764.781494
	Iteration 40F: 3 clusters Score -1.009933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 106564 members 
Entering Unmasked Estep 
Score: -10099340.000000 Penalty: 3764.781494
	Iteration 41Q: 3 clusters Score -1.009934e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 106561 members 
Entering Unmasked Estep 
Score: -10099347.000000 Penalty: 3764.781494
	Iteration 42Q: 3 clusters Score -1.009935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -10099350.000000 Penalty: 3764.781494
	Iteration 43Q: 3 clusters Score -1.009935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 106552 members 
Entering Unmasked Estep 
Score: -10099354.000000 Penalty: 3764.781494
	Iteration 44Q: 3 clusters Score -1.009935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 106546 members 
Entering Unmasked Estep 
Score: -10099357.000000 Penalty: 3764.781494
	Iteration 45Q: 3 clusters Score -1.009936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -10099363.000000 Penalty: 3764.781494
	Iteration 46Q: 3 clusters Score -1.009936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -10099355.000000 Penalty: 3764.781494
	Iteration 47Q: 3 clusters Score -1.009936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -10099353.000000 Penalty: 3764.781494
	Iteration 48Q: 3 clusters Score -1.009935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 106540 members 
Entering Unmasked Estep 
Score: -10099355.000000 Penalty: 3764.781494
	Iteration 49Q: 3 clusters Score -1.009936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 106539 members 
Entering Unmasked Estep 
Score: -10099351.000000 Penalty: 3764.781494
	Iteration 50Q: 3 clusters Score -1.009935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -10099350.000000 Penalty: 3764.781494
	Iteration 51Q: 3 clusters Score -1.009935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 106538 members 
Entering Unmasked Estep 
Score: -10099350.000000 Penalty: 3764.781494
	Iteration 52F: 3 clusters Score -1.009935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Entering Unmasked Estep 
Score: -683668.875000 Penalty: 1440.130615
	Iteration 0F: 2 clusters Score -683668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -678406.875000 Penalty: 2880.261230
	Iteration 0F: 3 clusters Score -678406.9 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -679993.250000 Penalty: 2880.261230
	Iteration 1F: 3 clusters Score -679993.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -680202.812500 Penalty: 2880.261230
	Iteration 2F: 3 clusters Score -680202.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -680360.500000 Penalty: 2880.261230
	Iteration 3Q: 3 clusters Score -680360.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -680485.187500 Penalty: 2880.261230
	Iteration 4Q: 3 clusters Score -680485.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -680606.687500 Penalty: 2880.261230
	Iteration 5Q: 3 clusters Score -680606.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -680717.375000 Penalty: 2880.261230
	Iteration 6Q: 3 clusters Score -680717.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -680827.625000 Penalty: 2880.261230
	Iteration 7Q: 3 clusters Score -680827.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -680949.937500 Penalty: 2880.261230
	Iteration 8Q: 3 clusters Score -680949.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -681083.125000 Penalty: 2880.261230
	Iteration 9Q: 3 clusters Score -681083.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -681242.250000 Penalty: 2880.261230
	Iteration 10Q: 3 clusters Score -681242.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -681354.625000 Penalty: 2880.261230
	Iteration 11Q: 3 clusters Score -681354.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -681430.000000 Penalty: 2880.261230
	Iteration 12Q: 3 clusters Score -681430 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -681476.187500 Penalty: 2880.261230
	Iteration 13Q: 3 clusters Score -681476.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -681507.812500 Penalty: 2880.261230
	Iteration 14Q: 3 clusters Score -681507.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -681526.562500 Penalty: 2880.261230
	Iteration 15Q: 3 clusters Score -681526.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -681536.937500 Penalty: 2880.261230
	Iteration 16Q: 3 clusters Score -681536.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -681543.937500 Penalty: 2880.261230
	Iteration 17Q: 3 clusters Score -681543.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -681552.812500 Penalty: 2880.261230
	Iteration 18Q: 3 clusters Score -681552.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -681562.250000 Penalty: 2880.261230
	Iteration 19Q: 3 clusters Score -681562.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -681572.500000 Penalty: 2880.261230
	Iteration 20F: 3 clusters Score -681572.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -681583.000000 Penalty: 2880.261230
	Iteration 21Q: 3 clusters Score -681583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -681594.250000 Penalty: 2880.261230
	Iteration 22Q: 3 clusters Score -681594.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -681600.625000 Penalty: 2880.261230
	Iteration 23Q: 3 clusters Score -681600.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -681611.937500 Penalty: 2880.261230
	Iteration 24Q: 3 clusters Score -681611.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -681622.625000 Penalty: 2880.261230
	Iteration 25Q: 3 clusters Score -681622.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -681631.812500 Penalty: 2880.261230
	Iteration 26Q: 3 clusters Score -681631.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -681643.125000 Penalty: 2880.261230
	Iteration 27Q: 3 clusters Score -681643.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -681656.687500 Penalty: 2880.261230
	Iteration 28Q: 3 clusters Score -681656.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -681670.062500 Penalty: 2880.261230
	Iteration 29Q: 3 clusters Score -681670.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -681681.312500 Penalty: 2880.261230
	Iteration 30Q: 3 clusters Score -681681.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -681690.937500 Penalty: 2880.261230
	Iteration 31Q: 3 clusters Score -681690.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -681699.437500 Penalty: 2880.261230
	Iteration 32Q: 3 clusters Score -681699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -681708.312500 Penalty: 2880.261230
	Iteration 33Q: 3 clusters Score -681708.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -681715.562500 Penalty: 2880.261230
	Iteration 34Q: 3 clusters Score -681715.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -681723.500000 Penalty: 2880.261230
	Iteration 35Q: 3 clusters Score -681723.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -681736.812500 Penalty: 2880.261230
	Iteration 36Q: 3 clusters Score -681736.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -681746.625000 Penalty: 2880.261230
	Iteration 37Q: 3 clusters Score -681746.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -681757.250000 Penalty: 2880.261230
	Iteration 38Q: 3 clusters Score -681757.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -681764.937500 Penalty: 2880.261230
	Iteration 39Q: 3 clusters Score -681764.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -681774.000000 Penalty: 2880.261230
	Iteration 40F: 3 clusters Score -681774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -681781.937500 Penalty: 2880.261230
	Iteration 41Q: 3 clusters Score -681781.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -681790.500000 Penalty: 2880.261230
	Iteration 42Q: 3 clusters Score -681790.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -681801.687500 Penalty: 2880.261230
	Iteration 43Q: 3 clusters Score -681801.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -681809.187500 Penalty: 2880.261230
	Iteration 44Q: 3 clusters Score -681809.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -681817.062500 Penalty: 2880.261230
	Iteration 45Q: 3 clusters Score -681817.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -681823.812500 Penalty: 2880.261230
	Iteration 46Q: 3 clusters Score -681823.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -681831.187500 Penalty: 2880.261230
	Iteration 47Q: 3 clusters Score -681831.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -681839.125000 Penalty: 2880.261230
	Iteration 48Q: 3 clusters Score -681839.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -681845.750000 Penalty: 2880.261230
	Iteration 49Q: 3 clusters Score -681845.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -681851.687500 Penalty: 2880.261230
	Iteration 50Q: 3 clusters Score -681851.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -681858.937500 Penalty: 2880.261230
	Iteration 51Q: 3 clusters Score -681858.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -681865.625000 Penalty: 2880.261230
	Iteration 52Q: 3 clusters Score -681865.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -681871.562500 Penalty: 2880.261230
	Iteration 53Q: 3 clusters Score -681871.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -681877.437500 Penalty: 2880.261230
	Iteration 54Q: 3 clusters Score -681877.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -681881.375000 Penalty: 2880.261230
	Iteration 55Q: 3 clusters Score -681881.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -681883.625000 Penalty: 2880.261230
	Iteration 56Q: 3 clusters Score -681883.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -681887.250000 Penalty: 2880.261230
	Iteration 57Q: 3 clusters Score -681887.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -681888.500000 Penalty: 2880.261230
	Iteration 58Q: 3 clusters Score -681888.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -681889.812500 Penalty: 2880.261230
	Iteration 59Q: 3 clusters Score -681889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -681890.250000 Penalty: 2880.261230
	Iteration 60F: 3 clusters Score -681890.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -681892.312500 Penalty: 2880.261230
	Iteration 61Q: 3 clusters Score -681892.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -681895.437500 Penalty: 2880.261230
	Iteration 62Q: 3 clusters Score -681895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -681897.312500 Penalty: 2880.261230
	Iteration 63Q: 3 clusters Score -681897.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -681897.875000 Penalty: 2880.261230
	Iteration 64Q: 3 clusters Score -681897.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -681900.562500 Penalty: 2880.261230
	Iteration 65Q: 3 clusters Score -681900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -681900.812500 Penalty: 2880.261230
	Iteration 66Q: 3 clusters Score -681900.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -681904.000000 Penalty: 2880.261230
	Iteration 67Q: 3 clusters Score -681904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -681903.187500 Penalty: 2880.261230
	Iteration 68Q: 3 clusters Score -681903.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -681902.562500 Penalty: 2880.261230
	Iteration 69Q: 3 clusters Score -681902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -681904.687500 Penalty: 2880.261230
	Iteration 70Q: 3 clusters Score -681904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -681904.500000 Penalty: 2880.261230
	Iteration 71Q: 3 clusters Score -681904.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -681906.187500 Penalty: 2880.261230
	Iteration 72Q: 3 clusters Score -681906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -681905.687500 Penalty: 2880.261230
	Iteration 73Q: 3 clusters Score -681905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -681906.687500 Penalty: 2880.261230
	Iteration 74Q: 3 clusters Score -681906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -681907.375000 Penalty: 2880.261230
	Iteration 75Q: 3 clusters Score -681907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -681907.250000 Penalty: 2880.261230
	Iteration 76Q: 3 clusters Score -681907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -681907.625000 Penalty: 2880.261230
	Iteration 77Q: 3 clusters Score -681907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -681908.312500 Penalty: 2880.261230
	Iteration 78Q: 3 clusters Score -681908.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -681909.562500 Penalty: 2880.261230
	Iteration 79Q: 3 clusters Score -681909.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -681909.500000 Penalty: 2880.261230
	Iteration 80F: 3 clusters Score -681909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -681910.125000 Penalty: 2880.261230
	Iteration 81Q: 3 clusters Score -681910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -681908.000000 Penalty: 2880.261230
	Iteration 82Q: 3 clusters Score -681908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -681908.000000 Penalty: 2880.261230
	Iteration 83F: 3 clusters Score -681908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (79440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Entering Unmasked Estep 
Score: -7614341.500000 Penalty: 1833.448120
	Iteration 0F: 2 clusters Score -7614342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -7561089.000000 Penalty: 3666.896240
	Iteration 0F: 3 clusters Score -7561089 nChanged 37953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -7582879.500000 Penalty: 3666.896240
	Iteration 1F: 3 clusters Score -7582880 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -7583615.000000 Penalty: 3666.896240
	Iteration 2Q: 3 clusters Score -7583615 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -7584494.500000 Penalty: 3666.896240
	Iteration 3Q: 3 clusters Score -7584494 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -7585594.000000 Penalty: 3666.896240
	Iteration 4Q: 3 clusters Score -7585594 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -7587263.000000 Penalty: 3666.896240
	Iteration 5Q: 3 clusters Score -7587263 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -7589379.000000 Penalty: 3666.896240
	Iteration 6F: 3 clusters Score -7589379 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -7592072.500000 Penalty: 3666.896240
	Iteration 7F: 3 clusters Score -7592072 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -7595342.000000 Penalty: 3666.896240
	Iteration 8F: 3 clusters Score -7595342 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -7599121.000000 Penalty: 3666.896240
	Iteration 9F: 3 clusters Score -7599121 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 67705 members 
Entering Unmasked Estep 
Score: -7603034.000000 Penalty: 3666.896240
	Iteration 10F: 3 clusters Score -7603034 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -7606593.500000 Penalty: 3666.896240
	Iteration 11F: 3 clusters Score -7606594 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -7609335.500000 Penalty: 3666.896240
	Iteration 12Q: 3 clusters Score -7609336 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 77186 members 
Entering Unmasked Estep 
Score: -7611013.500000 Penalty: 3666.896240
	Iteration 13Q: 3 clusters Score -7611014 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -7611922.500000 Penalty: 3666.896240
	Iteration 14Q: 3 clusters Score -7611922 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -7612293.000000 Penalty: 3666.896240
	Iteration 15Q: 3 clusters Score -7612293 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -7612468.500000 Penalty: 3666.896240
	Iteration 16Q: 3 clusters Score -7612468 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 79060 members 
Entering Unmasked Estep 
Score: -7612562.500000 Penalty: 3666.896240
	Iteration 17Q: 3 clusters Score -7612562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 79095 members 
Entering Unmasked Estep 
Score: -7612604.000000 Penalty: 3666.896240
	Iteration 18Q: 3 clusters Score -7612604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -7612635.000000 Penalty: 3666.896240
	Iteration 19Q: 3 clusters Score -7612635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -7612649.000000 Penalty: 3666.896240
	Iteration 20F: 3 clusters Score -7612649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 79129 members 
Entering Unmasked Estep 
Score: -7612658.500000 Penalty: 3666.896240
	Iteration 21Q: 3 clusters Score -7612658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 79133 members 
Entering Unmasked Estep 
Score: -7612653.500000 Penalty: 3666.896240
	Iteration 22Q: 3 clusters Score -7612654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -7612666.000000 Penalty: 3666.896240
	Iteration 23Q: 3 clusters Score -7612666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -7612663.500000 Penalty: 3666.896240
	Iteration 24Q: 3 clusters Score -7612664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 79139 members 
Entering Unmasked Estep 
Score: -7612658.500000 Penalty: 3666.896240
	Iteration 25Q: 3 clusters Score -7612658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 79142 members 
Entering Unmasked Estep 
Score: -7612665.500000 Penalty: 3666.896240
	Iteration 26Q: 3 clusters Score -7612666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 79144 members 
Entering Unmasked Estep 
Score: -7612673.500000 Penalty: 3666.896240
	Iteration 27Q: 3 clusters Score -7612674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -7612689.000000 Penalty: 3666.896240
	Iteration 28Q: 3 clusters Score -7612689 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -7612698.500000 Penalty: 3666.896240
	Iteration 29Q: 3 clusters Score -7612698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -7612698.000000 Penalty: 3666.896240
	Iteration 30Q: 3 clusters Score -7612698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -7612700.500000 Penalty: 3666.896240
	Iteration 31Q: 3 clusters Score -7612700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 79158 members 
Entering Unmasked Estep 
Score: -7612710.500000 Penalty: 3666.896240
	Iteration 32Q: 3 clusters Score -7612710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -7612707.000000 Penalty: 3666.896240
	Iteration 33Q: 3 clusters Score -7612707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 79156 members 
Entering Unmasked Estep 
Score: -7612708.500000 Penalty: 3666.896240
	Iteration 34Q: 3 clusters Score -7612708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 79157 members 
Entering Unmasked Estep 
Score: -7612712.500000 Penalty: 3666.896240
	Iteration 35Q: 3 clusters Score -7612712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 79159 members 
Entering Unmasked Estep 
Score: -7612715.500000 Penalty: 3666.896240
	Iteration 36Q: 3 clusters Score -7612716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -7612718.000000 Penalty: 3666.896240
	Iteration 37Q: 3 clusters Score -7612718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -7612718.000000 Penalty: 3666.896240
	Iteration 38Q: 3 clusters Score -7612718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -7612716.000000 Penalty: 3666.896240
	Iteration 39Q: 3 clusters Score -7612716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -7612716.000000 Penalty: 3666.896240
	Iteration 40F: 3 clusters Score -7612716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -299228.031250 Penalty: 1310.860718
	Iteration 0F: 2 clusters Score -299228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -296432.625000 Penalty: 2621.721436
	Iteration 0F: 3 clusters Score -296432.6 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -297118.031250 Penalty: 2621.721436
	Iteration 1F: 3 clusters Score -297118 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -297274.531250 Penalty: 2621.721436
	Iteration 2F: 3 clusters Score -297274.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -297360.406250 Penalty: 2621.721436
	Iteration 3Q: 3 clusters Score -297360.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -297429.062500 Penalty: 2621.721436
	Iteration 4Q: 3 clusters Score -297429.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -297483.218750 Penalty: 2621.721436
	Iteration 5Q: 3 clusters Score -297483.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -297532.843750 Penalty: 2621.721436
	Iteration 6Q: 3 clusters Score -297532.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -297578.937500 Penalty: 2621.721436
	Iteration 7Q: 3 clusters Score -297578.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -297622.031250 Penalty: 2621.721436
	Iteration 8Q: 3 clusters Score -297622 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -297660.562500 Penalty: 2621.721436
	Iteration 9Q: 3 clusters Score -297660.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -297685.437500 Penalty: 2621.721436
	Iteration 10Q: 3 clusters Score -297685.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -297710.875000 Penalty: 2621.721436
	Iteration 11Q: 3 clusters Score -297710.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -297734.343750 Penalty: 2621.721436
	Iteration 12Q: 3 clusters Score -297734.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -297750.656250 Penalty: 2621.721436
	Iteration 13Q: 3 clusters Score -297750.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -297763.812500 Penalty: 2621.721436
	Iteration 14Q: 3 clusters Score -297763.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -297774.250000 Penalty: 2621.721436
	Iteration 15Q: 3 clusters Score -297774.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -297780.750000 Penalty: 2621.721436
	Iteration 16Q: 3 clusters Score -297780.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -297785.781250 Penalty: 2621.721436
	Iteration 17Q: 3 clusters Score -297785.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -297791.187500 Penalty: 2621.721436
	Iteration 18Q: 3 clusters Score -297791.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -297800.000000 Penalty: 2621.721436
	Iteration 19Q: 3 clusters Score -297800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -297805.843750 Penalty: 2621.721436
	Iteration 20F: 3 clusters Score -297805.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -297810.718750 Penalty: 2621.721436
	Iteration 21Q: 3 clusters Score -297810.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -297813.625000 Penalty: 2621.721436
	Iteration 22Q: 3 clusters Score -297813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -297815.906250 Penalty: 2621.721436
	Iteration 23Q: 3 clusters Score -297815.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -297816.906250 Penalty: 2621.721436
	Iteration 24Q: 3 clusters Score -297816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -297819.343750 Penalty: 2621.721436
	Iteration 25Q: 3 clusters Score -297819.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -297821.562500 Penalty: 2621.721436
	Iteration 26Q: 3 clusters Score -297821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -297824.156250 Penalty: 2621.721436
	Iteration 27Q: 3 clusters Score -297824.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -297826.093750 Penalty: 2621.721436
	Iteration 28Q: 3 clusters Score -297826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -297828.750000 Penalty: 2621.721436
	Iteration 29Q: 3 clusters Score -297828.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -297830.375000 Penalty: 2621.721436
	Iteration 30Q: 3 clusters Score -297830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -297830.937500 Penalty: 2621.721436
	Iteration 31Q: 3 clusters Score -297830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -297832.500000 Penalty: 2621.721436
	Iteration 32Q: 3 clusters Score -297832.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -297836.937500 Penalty: 2621.721436
	Iteration 33Q: 3 clusters Score -297836.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -297842.531250 Penalty: 2621.721436
	Iteration 34Q: 3 clusters Score -297842.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -297851.468750 Penalty: 2621.721436
	Iteration 35Q: 3 clusters Score -297851.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -297858.937500 Penalty: 2621.721436
	Iteration 36Q: 3 clusters Score -297858.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -297863.843750 Penalty: 2621.721436
	Iteration 37Q: 3 clusters Score -297863.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -297870.343750 Penalty: 2621.721436
	Iteration 38Q: 3 clusters Score -297870.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -297875.375000 Penalty: 2621.721436
	Iteration 39Q: 3 clusters Score -297875.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -297880.093750 Penalty: 2621.721436
	Iteration 40F: 3 clusters Score -297880.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -297884.937500 Penalty: 2621.721436
	Iteration 41Q: 3 clusters Score -297884.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -297889.312500 Penalty: 2621.721436
	Iteration 42Q: 3 clusters Score -297889.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -297893.531250 Penalty: 2621.721436
	Iteration 43Q: 3 clusters Score -297893.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -297896.875000 Penalty: 2621.721436
	Iteration 44Q: 3 clusters Score -297896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -297899.281250 Penalty: 2621.721436
	Iteration 45Q: 3 clusters Score -297899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -297903.000000 Penalty: 2621.721436
	Iteration 46Q: 3 clusters Score -297903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -297905.687500 Penalty: 2621.721436
	Iteration 47Q: 3 clusters Score -297905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -297906.875000 Penalty: 2621.721436
	Iteration 48Q: 3 clusters Score -297906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -297906.875000 Penalty: 2621.721436
	Iteration 49F: 3 clusters Score -297906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Entering Unmasked Estep 
Score: -215791.031250 Penalty: 1261.283569
	Iteration 0F: 2 clusters Score -215791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -213503.375000 Penalty: 2522.567139
	Iteration 0F: 3 clusters Score -213503.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -214067.078125 Penalty: 2522.567139
	Iteration 1F: 3 clusters Score -214067.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -214170.531250 Penalty: 2522.567139
	Iteration 2F: 3 clusters Score -214170.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -214224.328125 Penalty: 2522.567139
	Iteration 3Q: 3 clusters Score -214224.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -214266.921875 Penalty: 2522.567139
	Iteration 4Q: 3 clusters Score -214266.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -214301.968750 Penalty: 2522.567139
	Iteration 5Q: 3 clusters Score -214302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -214323.265625 Penalty: 2522.567139
	Iteration 6Q: 3 clusters Score -214323.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -214340.765625 Penalty: 2522.567139
	Iteration 7Q: 3 clusters Score -214340.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -214356.281250 Penalty: 2522.567139
	Iteration 8Q: 3 clusters Score -214356.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -214370.218750 Penalty: 2522.567139
	Iteration 9Q: 3 clusters Score -214370.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -214381.546875 Penalty: 2522.567139
	Iteration 10Q: 3 clusters Score -214381.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -214394.359375 Penalty: 2522.567139
	Iteration 11Q: 3 clusters Score -214394.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -214410.640625 Penalty: 2522.567139
	Iteration 12Q: 3 clusters Score -214410.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -214425.718750 Penalty: 2522.567139
	Iteration 13Q: 3 clusters Score -214425.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -214440.312500 Penalty: 2522.567139
	Iteration 14Q: 3 clusters Score -214440.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -214458.546875 Penalty: 2522.567139
	Iteration 15Q: 3 clusters Score -214458.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -214471.000000 Penalty: 2522.567139
	Iteration 16Q: 3 clusters Score -214471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -214487.781250 Penalty: 2522.567139
	Iteration 17Q: 3 clusters Score -214487.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -214506.015625 Penalty: 2522.567139
	Iteration 18Q: 3 clusters Score -214506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -214521.328125 Penalty: 2522.567139
	Iteration 19Q: 3 clusters Score -214521.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -214534.375000 Penalty: 2522.567139
	Iteration 20F: 3 clusters Score -214534.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -214548.296875 Penalty: 2522.567139
	Iteration 21Q: 3 clusters Score -214548.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -214564.812500 Penalty: 2522.567139
	Iteration 22Q: 3 clusters Score -214564.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -214580.718750 Penalty: 2522.567139
	Iteration 23Q: 3 clusters Score -214580.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -214596.921875 Penalty: 2522.567139
	Iteration 24Q: 3 clusters Score -214596.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -214613.843750 Penalty: 2522.567139
	Iteration 25Q: 3 clusters Score -214613.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -214638.109375 Penalty: 2522.567139
	Iteration 26Q: 3 clusters Score -214638.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -214659.421875 Penalty: 2522.567139
	Iteration 27Q: 3 clusters Score -214659.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -214677.687500 Penalty: 2522.567139
	Iteration 28Q: 3 clusters Score -214677.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -214699.109375 Penalty: 2522.567139
	Iteration 29Q: 3 clusters Score -214699.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -214738.359375 Penalty: 2522.567139
	Iteration 30Q: 3 clusters Score -214738.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -214777.406250 Penalty: 2522.567139
	Iteration 31Q: 3 clusters Score -214777.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -214829.812500 Penalty: 2522.567139
	Iteration 32Q: 3 clusters Score -214829.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -214913.078125 Penalty: 2522.567139
	Iteration 33Q: 3 clusters Score -214913.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -215042.500000 Penalty: 2522.567139
	Iteration 34Q: 3 clusters Score -215042.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -215218.875000 Penalty: 2522.567139
	Iteration 35Q: 3 clusters Score -215218.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -215343.843750 Penalty: 2522.567139
	Iteration 36Q: 3 clusters Score -215343.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -215381.250000 Penalty: 2522.567139
	Iteration 37Q: 3 clusters Score -215381.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -215392.046875 Penalty: 2522.567139
	Iteration 38Q: 3 clusters Score -215392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -215401.984375 Penalty: 2522.567139
	Iteration 39Q: 3 clusters Score -215402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -215413.156250 Penalty: 2522.567139
	Iteration 40F: 3 clusters Score -215413.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -215422.546875 Penalty: 2522.567139
	Iteration 41Q: 3 clusters Score -215422.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -215426.156250 Penalty: 2522.567139
	Iteration 42Q: 3 clusters Score -215426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -215428.125000 Penalty: 2522.567139
	Iteration 43Q: 3 clusters Score -215428.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -215429.718750 Penalty: 2522.567139
	Iteration 44Q: 3 clusters Score -215429.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -215429.890625 Penalty: 2522.567139
	Iteration 45Q: 3 clusters Score -215429.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -215429.890625 Penalty: 2522.567139
	Iteration 46F: 3 clusters Score -215429.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -306581.062500 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -306581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -303670.093750 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -303670.1 nChanged 1281
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: -304456.750000 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -304456.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -304660.406250 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -304660.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -304818.156250 Penalty: 2635.498291
	Iteration 3F: 3 clusters Score -304818.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -304948.468750 Penalty: 2635.498291
	Iteration 4F: 3 clusters Score -304948.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -305072.375000 Penalty: 2635.498291
	Iteration 5Q: 3 clusters Score -305072.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -305213.156250 Penalty: 2635.498291
	Iteration 6Q: 3 clusters Score -305213.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -305343.406250 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -305343.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -305436.312500 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -305436.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -305499.312500 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -305499.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -305581.937500 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -305581.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -305679.531250 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -305679.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -305776.500000 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -305776.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -305839.843750 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -305839.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -305873.343750 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -305873.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -305893.031250 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -305893 nChanged 24
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: -305911.187500 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -305911.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -305924.875000 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -305924.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -305931.843750 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -305931.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -305935.281250 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -305935.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -305935.718750 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -305935.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Entering Unmasked Estep 
Score: -917922.875000 Penalty: 1495.538818
	Iteration 0F: 2 clusters Score -917922.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -910821.937500 Penalty: 2991.077637
	Iteration 0F: 3 clusters Score -910821.9 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -913037.125000 Penalty: 2991.077637
	Iteration 1F: 3 clusters Score -913037.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -913260.375000 Penalty: 2991.077637
	Iteration 2F: 3 clusters Score -913260.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -913427.250000 Penalty: 2991.077637
	Iteration 3Q: 3 clusters Score -913427.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -913619.500000 Penalty: 2991.077637
	Iteration 4Q: 3 clusters Score -913619.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -913835.062500 Penalty: 2991.077637
	Iteration 5Q: 3 clusters Score -913835.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -914082.125000 Penalty: 2991.077637
	Iteration 6Q: 3 clusters Score -914082.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -914426.687500 Penalty: 2991.077637
	Iteration 7F: 3 clusters Score -914426.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -914878.250000 Penalty: 2991.077637
	Iteration 8F: 3 clusters Score -914878.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -915350.250000 Penalty: 2991.077637
	Iteration 9F: 3 clusters Score -915350.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -915697.250000 Penalty: 2991.077637
	Iteration 10Q: 3 clusters Score -915697.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -915972.062500 Penalty: 2991.077637
	Iteration 11Q: 3 clusters Score -915972.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -916157.625000 Penalty: 2991.077637
	Iteration 12Q: 3 clusters Score -916157.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -916289.437500 Penalty: 2991.077637
	Iteration 13Q: 3 clusters Score -916289.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -916408.062500 Penalty: 2991.077637
	Iteration 14Q: 3 clusters Score -916408.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -916483.625000 Penalty: 2991.077637
	Iteration 15Q: 3 clusters Score -916483.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -916539.000000 Penalty: 2991.077637
	Iteration 16Q: 3 clusters Score -916539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -916571.437500 Penalty: 2991.077637
	Iteration 17Q: 3 clusters Score -916571.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -916596.187500 Penalty: 2991.077637
	Iteration 18Q: 3 clusters Score -916596.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -916618.750000 Penalty: 2991.077637
	Iteration 19Q: 3 clusters Score -916618.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -916645.875000 Penalty: 2991.077637
	Iteration 20F: 3 clusters Score -916645.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -916659.250000 Penalty: 2991.077637
	Iteration 21Q: 3 clusters Score -916659.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -916667.937500 Penalty: 2991.077637
	Iteration 22Q: 3 clusters Score -916667.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -916675.500000 Penalty: 2991.077637
	Iteration 23Q: 3 clusters Score -916675.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -916680.187500 Penalty: 2991.077637
	Iteration 24Q: 3 clusters Score -916680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -916681.875000 Penalty: 2991.077637
	Iteration 25Q: 3 clusters Score -916681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -916683.375000 Penalty: 2991.077637
	Iteration 26Q: 3 clusters Score -916683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -916684.125000 Penalty: 2991.077637
	Iteration 27Q: 3 clusters Score -916684.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -916684.125000 Penalty: 2991.077637
	Iteration 28F: 3 clusters Score -916684.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Entering Unmasked Estep 
Score: -1125611.500000 Penalty: 1521.984985
	Iteration 0F: 2 clusters Score -1125612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1117288.500000 Penalty: 3043.969971
	Iteration 0F: 3 clusters Score -1117288 nChanged 5146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1120062.375000 Penalty: 3043.969971
	Iteration 1F: 3 clusters Score -1120062 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1120290.000000 Penalty: 3043.969971
	Iteration 2F: 3 clusters Score -1120290 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1120457.625000 Penalty: 3043.969971
	Iteration 3Q: 3 clusters Score -1120458 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1120603.000000 Penalty: 3043.969971
	Iteration 4Q: 3 clusters Score -1120603 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1120750.875000 Penalty: 3043.969971
	Iteration 5Q: 3 clusters Score -1120751 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1120906.875000 Penalty: 3043.969971
	Iteration 6Q: 3 clusters Score -1120907 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1121058.750000 Penalty: 3043.969971
	Iteration 7Q: 3 clusters Score -1121059 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1121239.750000 Penalty: 3043.969971
	Iteration 8Q: 3 clusters Score -1121240 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1121433.875000 Penalty: 3043.969971
	Iteration 9Q: 3 clusters Score -1121434 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1121623.125000 Penalty: 3043.969971
	Iteration 10Q: 3 clusters Score -1121623 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1121824.500000 Penalty: 3043.969971
	Iteration 11Q: 3 clusters Score -1121824 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1122031.125000 Penalty: 3043.969971
	Iteration 12Q: 3 clusters Score -1122031 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1122264.125000 Penalty: 3043.969971
	Iteration 13Q: 3 clusters Score -1122264 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1122497.750000 Penalty: 3043.969971
	Iteration 14Q: 3 clusters Score -1122498 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1122729.375000 Penalty: 3043.969971
	Iteration 15Q: 3 clusters Score -1122729 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1122932.625000 Penalty: 3043.969971
	Iteration 16Q: 3 clusters Score -1122933 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1123164.250000 Penalty: 3043.969971
	Iteration 17Q: 3 clusters Score -1123164 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1123335.750000 Penalty: 3043.969971
	Iteration 18Q: 3 clusters Score -1123336 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1123461.000000 Penalty: 3043.969971
	Iteration 19Q: 3 clusters Score -1123461 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1123556.875000 Penalty: 3043.969971
	Iteration 20F: 3 clusters Score -1123557 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1123638.250000 Penalty: 3043.969971
	Iteration 21Q: 3 clusters Score -1123638 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1123701.500000 Penalty: 3043.969971
	Iteration 22Q: 3 clusters Score -1123702 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1123760.500000 Penalty: 3043.969971
	Iteration 23Q: 3 clusters Score -1123760 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1123822.375000 Penalty: 3043.969971
	Iteration 24Q: 3 clusters Score -1123822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1123885.375000 Penalty: 3043.969971
	Iteration 25Q: 3 clusters Score -1123885 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1123954.875000 Penalty: 3043.969971
	Iteration 26Q: 3 clusters Score -1123955 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1124016.000000 Penalty: 3043.969971
	Iteration 27Q: 3 clusters Score -1124016 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1124080.875000 Penalty: 3043.969971
	Iteration 28Q: 3 clusters Score -1124081 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1124129.875000 Penalty: 3043.969971
	Iteration 29Q: 3 clusters Score -1124130 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1124165.250000 Penalty: 3043.969971
	Iteration 30Q: 3 clusters Score -1124165 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1124195.375000 Penalty: 3043.969971
	Iteration 31Q: 3 clusters Score -1124195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1124215.750000 Penalty: 3043.969971
	Iteration 32Q: 3 clusters Score -1124216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1124232.250000 Penalty: 3043.969971
	Iteration 33Q: 3 clusters Score -1124232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1124250.500000 Penalty: 3043.969971
	Iteration 34Q: 3 clusters Score -1124250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1124257.000000 Penalty: 3043.969971
	Iteration 35Q: 3 clusters Score -1124257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1124264.375000 Penalty: 3043.969971
	Iteration 36Q: 3 clusters Score -1124264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1124268.625000 Penalty: 3043.969971
	Iteration 37Q: 3 clusters Score -1124269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1124274.375000 Penalty: 3043.969971
	Iteration 38Q: 3 clusters Score -1124274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1124275.875000 Penalty: 3043.969971
	Iteration 39Q: 3 clusters Score -1124276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1124275.250000 Penalty: 3043.969971
	Iteration 40F: 3 clusters Score -1124275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Entering Unmasked Estep 
Score: -579470.125000 Penalty: 1413.995728
	Iteration 0F: 2 clusters Score -579470.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -574886.687500 Penalty: 2827.991455
	Iteration 0F: 3 clusters Score -574886.7 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -576165.437500 Penalty: 2827.991455
	Iteration 1F: 3 clusters Score -576165.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -576338.375000 Penalty: 2827.991455
	Iteration 2F: 3 clusters Score -576338.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -576472.812500 Penalty: 2827.991455
	Iteration 3Q: 3 clusters Score -576472.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -576599.062500 Penalty: 2827.991455
	Iteration 4Q: 3 clusters Score -576599.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -576720.062500 Penalty: 2827.991455
	Iteration 5Q: 3 clusters Score -576720.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -576817.875000 Penalty: 2827.991455
	Iteration 6Q: 3 clusters Score -576817.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -576893.375000 Penalty: 2827.991455
	Iteration 7Q: 3 clusters Score -576893.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -576958.312500 Penalty: 2827.991455
	Iteration 8Q: 3 clusters Score -576958.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -577028.500000 Penalty: 2827.991455
	Iteration 9Q: 3 clusters Score -577028.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -577082.562500 Penalty: 2827.991455
	Iteration 10Q: 3 clusters Score -577082.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -577134.500000 Penalty: 2827.991455
	Iteration 11Q: 3 clusters Score -577134.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -577195.125000 Penalty: 2827.991455
	Iteration 12Q: 3 clusters Score -577195.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -577260.437500 Penalty: 2827.991455
	Iteration 13Q: 3 clusters Score -577260.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -577321.250000 Penalty: 2827.991455
	Iteration 14Q: 3 clusters Score -577321.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -577396.000000 Penalty: 2827.991455
	Iteration 15Q: 3 clusters Score -577396 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -577474.500000 Penalty: 2827.991455
	Iteration 16Q: 3 clusters Score -577474.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -577568.625000 Penalty: 2827.991455
	Iteration 17Q: 3 clusters Score -577568.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -577649.375000 Penalty: 2827.991455
	Iteration 18Q: 3 clusters Score -577649.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -577736.125000 Penalty: 2827.991455
	Iteration 19Q: 3 clusters Score -577736.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -577843.562500 Penalty: 2827.991455
	Iteration 20F: 3 clusters Score -577843.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -577937.437500 Penalty: 2827.991455
	Iteration 21Q: 3 clusters Score -577937.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -578002.125000 Penalty: 2827.991455
	Iteration 22Q: 3 clusters Score -578002.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -578071.062500 Penalty: 2827.991455
	Iteration 23Q: 3 clusters Score -578071.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -578130.125000 Penalty: 2827.991455
	Iteration 24Q: 3 clusters Score -578130.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -578173.187500 Penalty: 2827.991455
	Iteration 25Q: 3 clusters Score -578173.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -578200.562500 Penalty: 2827.991455
	Iteration 26Q: 3 clusters Score -578200.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -578221.687500 Penalty: 2827.991455
	Iteration 27Q: 3 clusters Score -578221.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -578241.062500 Penalty: 2827.991455
	Iteration 28Q: 3 clusters Score -578241.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -578258.687500 Penalty: 2827.991455
	Iteration 29Q: 3 clusters Score -578258.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -578272.375000 Penalty: 2827.991455
	Iteration 30Q: 3 clusters Score -578272.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -578283.937500 Penalty: 2827.991455
	Iteration 31Q: 3 clusters Score -578283.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -578293.625000 Penalty: 2827.991455
	Iteration 32Q: 3 clusters Score -578293.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -578297.250000 Penalty: 2827.991455
	Iteration 33Q: 3 clusters Score -578297.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -578301.000000 Penalty: 2827.991455
	Iteration 34Q: 3 clusters Score -578301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -578302.437500 Penalty: 2827.991455
	Iteration 35Q: 3 clusters Score -578302.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -578303.937500 Penalty: 2827.991455
	Iteration 36Q: 3 clusters Score -578303.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -578305.125000 Penalty: 2827.991455
	Iteration 37Q: 3 clusters Score -578305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -578306.625000 Penalty: 2827.991455
	Iteration 38Q: 3 clusters Score -578306.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -578306.750000 Penalty: 2827.991455
	Iteration 39Q: 3 clusters Score -578306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -578308.312500 Penalty: 2827.991455
	Iteration 40F: 3 clusters Score -578308.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -578307.625000 Penalty: 2827.991455
	Iteration 41Q: 3 clusters Score -578307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -578307.625000 Penalty: 2827.991455
	Iteration 42F: 3 clusters Score -578307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Entering Unmasked Estep 
Score: -806803.937500 Penalty: 1478.962402
	Iteration 0F: 2 clusters Score -806803.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -800227.250000 Penalty: 2957.924805
	Iteration 0F: 3 clusters Score -800227.2 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -802408.687500 Penalty: 2957.924805
	Iteration 1F: 3 clusters Score -802408.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -802720.625000 Penalty: 2957.924805
	Iteration 2F: 3 clusters Score -802720.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -803028.812500 Penalty: 2957.924805
	Iteration 3F: 3 clusters Score -803028.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -803344.437500 Penalty: 2957.924805
	Iteration 4F: 3 clusters Score -803344.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -803691.875000 Penalty: 2957.924805
	Iteration 5F: 3 clusters Score -803691.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -804075.687500 Penalty: 2957.924805
	Iteration 6F: 3 clusters Score -804075.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -804494.812500 Penalty: 2957.924805
	Iteration 7F: 3 clusters Score -804494.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -804999.687500 Penalty: 2957.924805
	Iteration 8F: 3 clusters Score -804999.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -805584.562500 Penalty: 2957.924805
	Iteration 9F: 3 clusters Score -805584.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -806104.125000 Penalty: 2957.924805
	Iteration 10Q: 3 clusters Score -806104.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -806339.937500 Penalty: 2957.924805
	Iteration 11Q: 3 clusters Score -806339.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -806432.687500 Penalty: 2957.924805
	Iteration 12Q: 3 clusters Score -806432.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -806463.562500 Penalty: 2957.924805
	Iteration 13Q: 3 clusters Score -806463.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -806481.187500 Penalty: 2957.924805
	Iteration 14Q: 3 clusters Score -806481.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -806501.062500 Penalty: 2957.924805
	Iteration 15Q: 3 clusters Score -806501.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -806507.250000 Penalty: 2957.924805
	Iteration 16Q: 3 clusters Score -806507.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -806516.187500 Penalty: 2957.924805
	Iteration 17Q: 3 clusters Score -806516.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -806521.750000 Penalty: 2957.924805
	Iteration 18Q: 3 clusters Score -806521.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -806529.312500 Penalty: 2957.924805
	Iteration 19Q: 3 clusters Score -806529.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -806534.375000 Penalty: 2957.924805
	Iteration 20F: 3 clusters Score -806534.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -806535.750000 Penalty: 2957.924805
	Iteration 21Q: 3 clusters Score -806535.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -806543.125000 Penalty: 2957.924805
	Iteration 22Q: 3 clusters Score -806543.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -806546.250000 Penalty: 2957.924805
	Iteration 23Q: 3 clusters Score -806546.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -806550.562500 Penalty: 2957.924805
	Iteration 24Q: 3 clusters Score -806550.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -806557.187500 Penalty: 2957.924805
	Iteration 25Q: 3 clusters Score -806557.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -806565.562500 Penalty: 2957.924805
	Iteration 26Q: 3 clusters Score -806565.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -806576.312500 Penalty: 2957.924805
	Iteration 27Q: 3 clusters Score -806576.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -806585.625000 Penalty: 2957.924805
	Iteration 28Q: 3 clusters Score -806585.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -806587.125000 Penalty: 2957.924805
	Iteration 29Q: 3 clusters Score -806587.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -806594.750000 Penalty: 2957.924805
	Iteration 30Q: 3 clusters Score -806594.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -806599.562500 Penalty: 2957.924805
	Iteration 31Q: 3 clusters Score -806599.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -806602.937500 Penalty: 2957.924805
	Iteration 32Q: 3 clusters Score -806602.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -806605.687500 Penalty: 2957.924805
	Iteration 33Q: 3 clusters Score -806605.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -806605.312500 Penalty: 2957.924805
	Iteration 34Q: 3 clusters Score -806605.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -806606.687500 Penalty: 2957.924805
	Iteration 35Q: 3 clusters Score -806606.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -806608.562500 Penalty: 2957.924805
	Iteration 36Q: 3 clusters Score -806608.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -806611.750000 Penalty: 2957.924805
	Iteration 37Q: 3 clusters Score -806611.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -806614.937500 Penalty: 2957.924805
	Iteration 38Q: 3 clusters Score -806614.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -806616.687500 Penalty: 2957.924805
	Iteration 39Q: 3 clusters Score -806616.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -806620.687500 Penalty: 2957.924805
	Iteration 40F: 3 clusters Score -806620.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -806624.500000 Penalty: 2957.924805
	Iteration 41Q: 3 clusters Score -806624.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -806631.312500 Penalty: 2957.924805
	Iteration 42Q: 3 clusters Score -806631.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -806635.375000 Penalty: 2957.924805
	Iteration 43Q: 3 clusters Score -806635.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -806638.937500 Penalty: 2957.924805
	Iteration 44Q: 3 clusters Score -806638.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -806645.250000 Penalty: 2957.924805
	Iteration 45Q: 3 clusters Score -806645.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -806646.250000 Penalty: 2957.924805
	Iteration 46Q: 3 clusters Score -806646.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -806648.312500 Penalty: 2957.924805
	Iteration 47Q: 3 clusters Score -806648.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -806648.312500 Penalty: 2957.924805
	Iteration 48Q: 3 clusters Score -806648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -806649.875000 Penalty: 2957.924805
	Iteration 49Q: 3 clusters Score -806649.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -806649.750000 Penalty: 2957.924805
	Iteration 50Q: 3 clusters Score -806649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -806650.312500 Penalty: 2957.924805
	Iteration 51Q: 3 clusters Score -806650.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -806650.312500 Penalty: 2957.924805
	Iteration 52F: 3 clusters Score -806650.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -564369.812500 Penalty: 1422.602417
	Iteration 0F: 2 clusters Score -564369.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -559582.750000 Penalty: 2845.204834
	Iteration 0F: 3 clusters Score -559582.8 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -560953.937500 Penalty: 2845.204834
	Iteration 1F: 3 clusters Score -560953.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -561217.500000 Penalty: 2845.204834
	Iteration 2F: 3 clusters Score -561217.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -561502.125000 Penalty: 2845.204834
	Iteration 3F: 3 clusters Score -561502.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -561870.250000 Penalty: 2845.204834
	Iteration 4F: 3 clusters Score -561870.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -562330.250000 Penalty: 2845.204834
	Iteration 5F: 3 clusters Score -562330.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -562764.187500 Penalty: 2845.204834
	Iteration 6F: 3 clusters Score -562764.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -563115.062500 Penalty: 2845.204834
	Iteration 7F: 3 clusters Score -563115.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -563405.312500 Penalty: 2845.204834
	Iteration 8F: 3 clusters Score -563405.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -563615.812500 Penalty: 2845.204834
	Iteration 9Q: 3 clusters Score -563615.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -563757.687500 Penalty: 2845.204834
	Iteration 10Q: 3 clusters Score -563757.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -563860.687500 Penalty: 2845.204834
	Iteration 11Q: 3 clusters Score -563860.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -563955.125000 Penalty: 2845.204834
	Iteration 12Q: 3 clusters Score -563955.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -564015.250000 Penalty: 2845.204834
	Iteration 13Q: 3 clusters Score -564015.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -564050.000000 Penalty: 2845.204834
	Iteration 14Q: 3 clusters Score -564050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -564080.125000 Penalty: 2845.204834
	Iteration 15Q: 3 clusters Score -564080.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -564100.437500 Penalty: 2845.204834
	Iteration 16Q: 3 clusters Score -564100.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -564119.625000 Penalty: 2845.204834
	Iteration 17Q: 3 clusters Score -564119.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -564134.562500 Penalty: 2845.204834
	Iteration 18Q: 3 clusters Score -564134.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -564147.750000 Penalty: 2845.204834
	Iteration 19Q: 3 clusters Score -564147.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -564155.937500 Penalty: 2845.204834
	Iteration 20F: 3 clusters Score -564155.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -564163.437500 Penalty: 2845.204834
	Iteration 21Q: 3 clusters Score -564163.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -564175.125000 Penalty: 2845.204834
	Iteration 22Q: 3 clusters Score -564175.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -564184.812500 Penalty: 2845.204834
	Iteration 23Q: 3 clusters Score -564184.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -564192.812500 Penalty: 2845.204834
	Iteration 24Q: 3 clusters Score -564192.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -564196.062500 Penalty: 2845.204834
	Iteration 25Q: 3 clusters Score -564196.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -564199.187500 Penalty: 2845.204834
	Iteration 26Q: 3 clusters Score -564199.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -564201.750000 Penalty: 2845.204834
	Iteration 27Q: 3 clusters Score -564201.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -564208.250000 Penalty: 2845.204834
	Iteration 28Q: 3 clusters Score -564208.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -564215.625000 Penalty: 2845.204834
	Iteration 29Q: 3 clusters Score -564215.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -564225.437500 Penalty: 2845.204834
	Iteration 30Q: 3 clusters Score -564225.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -564231.000000 Penalty: 2845.204834
	Iteration 31Q: 3 clusters Score -564231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -564238.500000 Penalty: 2845.204834
	Iteration 32Q: 3 clusters Score -564238.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -564243.375000 Penalty: 2845.204834
	Iteration 33Q: 3 clusters Score -564243.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -564247.437500 Penalty: 2845.204834
	Iteration 34Q: 3 clusters Score -564247.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -564249.625000 Penalty: 2845.204834
	Iteration 35Q: 3 clusters Score -564249.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -564253.062500 Penalty: 2845.204834
	Iteration 36Q: 3 clusters Score -564253.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -564257.625000 Penalty: 2845.204834
	Iteration 37Q: 3 clusters Score -564257.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -564263.812500 Penalty: 2845.204834
	Iteration 38Q: 3 clusters Score -564263.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -564269.500000 Penalty: 2845.204834
	Iteration 39Q: 3 clusters Score -564269.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -564271.375000 Penalty: 2845.204834
	Iteration 40F: 3 clusters Score -564271.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -564274.562500 Penalty: 2845.204834
	Iteration 41Q: 3 clusters Score -564274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -564275.562500 Penalty: 2845.204834
	Iteration 42Q: 3 clusters Score -564275.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -564277.500000 Penalty: 2845.204834
	Iteration 43Q: 3 clusters Score -564277.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -564277.937500 Penalty: 2845.204834
	Iteration 44Q: 3 clusters Score -564277.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -564277.187500 Penalty: 2845.204834
	Iteration 45Q: 3 clusters Score -564277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -564277.187500 Penalty: 2845.204834
	Iteration 46F: 3 clusters Score -564277.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Entering Unmasked Estep 
Score: -443387.500000 Penalty: 1389.665405
	Iteration 0F: 2 clusters Score -443387.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -439312.843750 Penalty: 2779.330811
	Iteration 0F: 3 clusters Score -439312.8 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -440576.781250 Penalty: 2779.330811
	Iteration 1F: 3 clusters Score -440576.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -440873.000000 Penalty: 2779.330811
	Iteration 2F: 3 clusters Score -440873 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -441207.156250 Penalty: 2779.330811
	Iteration 3F: 3 clusters Score -441207.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -441560.750000 Penalty: 2779.330811
	Iteration 4F: 3 clusters Score -441560.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -441810.593750 Penalty: 2779.330811
	Iteration 5F: 3 clusters Score -441810.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -441998.875000 Penalty: 2779.330811
	Iteration 6F: 3 clusters Score -441998.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -442132.593750 Penalty: 2779.330811
	Iteration 7Q: 3 clusters Score -442132.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -442231.562500 Penalty: 2779.330811
	Iteration 8Q: 3 clusters Score -442231.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -442306.187500 Penalty: 2779.330811
	Iteration 9Q: 3 clusters Score -442306.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -442376.843750 Penalty: 2779.330811
	Iteration 10Q: 3 clusters Score -442376.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -442428.250000 Penalty: 2779.330811
	Iteration 11Q: 3 clusters Score -442428.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -442464.625000 Penalty: 2779.330811
	Iteration 12Q: 3 clusters Score -442464.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -442494.187500 Penalty: 2779.330811
	Iteration 13Q: 3 clusters Score -442494.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -442519.750000 Penalty: 2779.330811
	Iteration 14Q: 3 clusters Score -442519.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -442549.125000 Penalty: 2779.330811
	Iteration 15Q: 3 clusters Score -442549.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -442596.093750 Penalty: 2779.330811
	Iteration 16Q: 3 clusters Score -442596.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -442619.125000 Penalty: 2779.330811
	Iteration 17Q: 3 clusters Score -442619.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -442632.375000 Penalty: 2779.330811
	Iteration 18Q: 3 clusters Score -442632.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -442643.562500 Penalty: 2779.330811
	Iteration 19Q: 3 clusters Score -442643.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -442651.406250 Penalty: 2779.330811
	Iteration 20F: 3 clusters Score -442651.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -442656.000000 Penalty: 2779.330811
	Iteration 21Q: 3 clusters Score -442656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -442658.250000 Penalty: 2779.330811
	Iteration 22Q: 3 clusters Score -442658.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -442663.875000 Penalty: 2779.330811
	Iteration 23Q: 3 clusters Score -442663.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -442668.218750 Penalty: 2779.330811
	Iteration 24Q: 3 clusters Score -442668.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -442671.500000 Penalty: 2779.330811
	Iteration 25Q: 3 clusters Score -442671.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -442675.468750 Penalty: 2779.330811
	Iteration 26Q: 3 clusters Score -442675.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -442679.656250 Penalty: 2779.330811
	Iteration 27Q: 3 clusters Score -442679.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -442684.250000 Penalty: 2779.330811
	Iteration 28Q: 3 clusters Score -442684.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -442685.593750 Penalty: 2779.330811
	Iteration 29Q: 3 clusters Score -442685.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -442688.750000 Penalty: 2779.330811
	Iteration 30Q: 3 clusters Score -442688.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -442691.875000 Penalty: 2779.330811
	Iteration 31Q: 3 clusters Score -442691.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -442694.343750 Penalty: 2779.330811
	Iteration 32Q: 3 clusters Score -442694.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -442697.062500 Penalty: 2779.330811
	Iteration 33Q: 3 clusters Score -442697.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -442700.281250 Penalty: 2779.330811
	Iteration 34Q: 3 clusters Score -442700.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -442701.875000 Penalty: 2779.330811
	Iteration 35Q: 3 clusters Score -442701.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -442704.437500 Penalty: 2779.330811
	Iteration 36Q: 3 clusters Score -442704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -442705.875000 Penalty: 2779.330811
	Iteration 37Q: 3 clusters Score -442705.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -442707.218750 Penalty: 2779.330811
	Iteration 38Q: 3 clusters Score -442707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -442707.406250 Penalty: 2779.330811
	Iteration 39Q: 3 clusters Score -442707.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -442707.406250 Penalty: 2779.330811
	Iteration 40F: 3 clusters Score -442707.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -269659.406250 Penalty: 1291.497803
	Iteration 0F: 2 clusters Score -269659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -267063.062500 Penalty: 2582.995605
	Iteration 0F: 3 clusters Score -267063.1 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -267687.562500 Penalty: 2582.995605
	Iteration 1F: 3 clusters Score -267687.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -267794.000000 Penalty: 2582.995605
	Iteration 2F: 3 clusters Score -267794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -267864.187500 Penalty: 2582.995605
	Iteration 3Q: 3 clusters Score -267864.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -267898.343750 Penalty: 2582.995605
	Iteration 4Q: 3 clusters Score -267898.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -267919.500000 Penalty: 2582.995605
	Iteration 5Q: 3 clusters Score -267919.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -267936.281250 Penalty: 2582.995605
	Iteration 6Q: 3 clusters Score -267936.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -267947.250000 Penalty: 2582.995605
	Iteration 7Q: 3 clusters Score -267947.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -267960.093750 Penalty: 2582.995605
	Iteration 8Q: 3 clusters Score -267960.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -267974.093750 Penalty: 2582.995605
	Iteration 9Q: 3 clusters Score -267974.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -267984.656250 Penalty: 2582.995605
	Iteration 10Q: 3 clusters Score -267984.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -267994.843750 Penalty: 2582.995605
	Iteration 11Q: 3 clusters Score -267994.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -268001.656250 Penalty: 2582.995605
	Iteration 12Q: 3 clusters Score -268001.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -268009.093750 Penalty: 2582.995605
	Iteration 13Q: 3 clusters Score -268009.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -268013.875000 Penalty: 2582.995605
	Iteration 14Q: 3 clusters Score -268013.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -268017.781250 Penalty: 2582.995605
	Iteration 15Q: 3 clusters Score -268017.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -268022.125000 Penalty: 2582.995605
	Iteration 16Q: 3 clusters Score -268022.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -268025.062500 Penalty: 2582.995605
	Iteration 17Q: 3 clusters Score -268025.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -268028.687500 Penalty: 2582.995605
	Iteration 18Q: 3 clusters Score -268028.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -268032.843750 Penalty: 2582.995605
	Iteration 19Q: 3 clusters Score -268032.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -268038.500000 Penalty: 2582.995605
	Iteration 20F: 3 clusters Score -268038.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -268045.406250 Penalty: 2582.995605
	Iteration 21Q: 3 clusters Score -268045.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -268054.968750 Penalty: 2582.995605
	Iteration 22Q: 3 clusters Score -268055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -268061.968750 Penalty: 2582.995605
	Iteration 23Q: 3 clusters Score -268062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -268070.187500 Penalty: 2582.995605
	Iteration 24Q: 3 clusters Score -268070.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -268074.375000 Penalty: 2582.995605
	Iteration 25Q: 3 clusters Score -268074.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -268080.062500 Penalty: 2582.995605
	Iteration 26Q: 3 clusters Score -268080.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -268085.281250 Penalty: 2582.995605
	Iteration 27Q: 3 clusters Score -268085.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -268094.937500 Penalty: 2582.995605
	Iteration 28Q: 3 clusters Score -268094.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -268101.250000 Penalty: 2582.995605
	Iteration 29Q: 3 clusters Score -268101.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -268103.687500 Penalty: 2582.995605
	Iteration 30Q: 3 clusters Score -268103.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -268106.437500 Penalty: 2582.995605
	Iteration 31Q: 3 clusters Score -268106.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -268108.687500 Penalty: 2582.995605
	Iteration 32Q: 3 clusters Score -268108.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -268112.500000 Penalty: 2582.995605
	Iteration 33Q: 3 clusters Score -268112.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -268115.093750 Penalty: 2582.995605
	Iteration 34Q: 3 clusters Score -268115.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -268117.281250 Penalty: 2582.995605
	Iteration 35Q: 3 clusters Score -268117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -268118.062500 Penalty: 2582.995605
	Iteration 36Q: 3 clusters Score -268118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -268118.843750 Penalty: 2582.995605
	Iteration 37Q: 3 clusters Score -268118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -268120.281250 Penalty: 2582.995605
	Iteration 38Q: 3 clusters Score -268120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -268121.500000 Penalty: 2582.995605
	Iteration 39Q: 3 clusters Score -268121.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -268122.906250 Penalty: 2582.995605
	Iteration 40F: 3 clusters Score -268122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -268123.718750 Penalty: 2582.995605
	Iteration 41Q: 3 clusters Score -268123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -268125.343750 Penalty: 2582.995605
	Iteration 42Q: 3 clusters Score -268125.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -268127.343750 Penalty: 2582.995605
	Iteration 43Q: 3 clusters Score -268127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -268129.187500 Penalty: 2582.995605
	Iteration 44Q: 3 clusters Score -268129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -268130.906250 Penalty: 2582.995605
	Iteration 45Q: 3 clusters Score -268130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -268132.593750 Penalty: 2582.995605
	Iteration 46Q: 3 clusters Score -268132.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -268134.187500 Penalty: 2582.995605
	Iteration 47Q: 3 clusters Score -268134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -268135.875000 Penalty: 2582.995605
	Iteration 48Q: 3 clusters Score -268135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -268137.468750 Penalty: 2582.995605
	Iteration 49Q: 3 clusters Score -268137.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -268140.125000 Penalty: 2582.995605
	Iteration 50Q: 3 clusters Score -268140.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -268143.218750 Penalty: 2582.995605
	Iteration 51Q: 3 clusters Score -268143.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -268145.343750 Penalty: 2582.995605
	Iteration 52Q: 3 clusters Score -268145.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -268149.562500 Penalty: 2582.995605
	Iteration 53Q: 3 clusters Score -268149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -268155.031250 Penalty: 2582.995605
	Iteration 54Q: 3 clusters Score -268155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -268161.656250 Penalty: 2582.995605
	Iteration 55Q: 3 clusters Score -268161.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -268169.000000 Penalty: 2582.995605
	Iteration 56Q: 3 clusters Score -268169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -268175.843750 Penalty: 2582.995605
	Iteration 57Q: 3 clusters Score -268175.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -268187.062500 Penalty: 2582.995605
	Iteration 58Q: 3 clusters Score -268187.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -268193.281250 Penalty: 2582.995605
	Iteration 59Q: 3 clusters Score -268193.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -268195.437500 Penalty: 2582.995605
	Iteration 60F: 3 clusters Score -268195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -268198.312500 Penalty: 2582.995605
	Iteration 61Q: 3 clusters Score -268198.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -268201.125000 Penalty: 2582.995605
	Iteration 62Q: 3 clusters Score -268201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -268203.281250 Penalty: 2582.995605
	Iteration 63Q: 3 clusters Score -268203.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -268204.437500 Penalty: 2582.995605
	Iteration 64Q: 3 clusters Score -268204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -268206.281250 Penalty: 2582.995605
	Iteration 65Q: 3 clusters Score -268206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -268207.781250 Penalty: 2582.995605
	Iteration 66Q: 3 clusters Score -268207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -268208.437500 Penalty: 2582.995605
	Iteration 67Q: 3 clusters Score -268208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268208.468750 Penalty: 2582.995605
	Iteration 68Q: 3 clusters Score -268208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -268208.468750 Penalty: 2582.995605
	Iteration 69F: 3 clusters Score -268208.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -61525.199219 Penalty: 1063.385742
	Iteration 0F: 2 clusters Score -61525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60301.753906 Penalty: 2126.771484
	Iteration 0F: 3 clusters Score -60301.75 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60508.945312 Penalty: 2126.771484
	Iteration 1F: 3 clusters Score -60508.95 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60591.003906 Penalty: 2126.771484
	Iteration 2F: 3 clusters Score -60591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60642.265625 Penalty: 2126.771484
	Iteration 3Q: 3 clusters Score -60642.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -60690.617188 Penalty: 2126.771484
	Iteration 4Q: 3 clusters Score -60690.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -60729.695312 Penalty: 2126.771484
	Iteration 5Q: 3 clusters Score -60729.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -60757.101562 Penalty: 2126.771484
	Iteration 6Q: 3 clusters Score -60757.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -60775.242188 Penalty: 2126.771484
	Iteration 7Q: 3 clusters Score -60775.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -60792.031250 Penalty: 2126.771484
	Iteration 8Q: 3 clusters Score -60792.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60806.261719 Penalty: 2126.771484
	Iteration 9Q: 3 clusters Score -60806.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -60831.808594 Penalty: 2126.771484
	Iteration 10Q: 3 clusters Score -60831.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -60862.835938 Penalty: 2126.771484
	Iteration 11Q: 3 clusters Score -60862.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60900.527344 Penalty: 2126.771484
	Iteration 12Q: 3 clusters Score -60900.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60914.050781 Penalty: 2126.771484
	Iteration 13Q: 3 clusters Score -60914.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60928.289062 Penalty: 2126.771484
	Iteration 14Q: 3 clusters Score -60928.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -60949.066406 Penalty: 2126.771484
	Iteration 15Q: 3 clusters Score -60949.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -60957.402344 Penalty: 2126.771484
	Iteration 16Q: 3 clusters Score -60957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60959.628906 Penalty: 2126.771484
	Iteration 17Q: 3 clusters Score -60959.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60961.812500 Penalty: 2126.771484
	Iteration 18Q: 3 clusters Score -60961.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60965.476562 Penalty: 2126.771484
	Iteration 19Q: 3 clusters Score -60965.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60967.140625 Penalty: 2126.771484
	Iteration 20F: 3 clusters Score -60967.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60972.406250 Penalty: 2126.771484
	Iteration 21Q: 3 clusters Score -60972.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60976.796875 Penalty: 2126.771484
	Iteration 22Q: 3 clusters Score -60976.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60981.855469 Penalty: 2126.771484
	Iteration 23Q: 3 clusters Score -60981.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -60988.722656 Penalty: 2126.771484
	Iteration 24Q: 3 clusters Score -60988.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61001.460938 Penalty: 2126.771484
	Iteration 25Q: 3 clusters Score -61001.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61015.949219 Penalty: 2126.771484
	Iteration 26Q: 3 clusters Score -61015.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61021.777344 Penalty: 2126.771484
	Iteration 27Q: 3 clusters Score -61021.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61023.582031 Penalty: 2126.771484
	Iteration 28Q: 3 clusters Score -61023.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61025.023438 Penalty: 2126.771484
	Iteration 29Q: 3 clusters Score -61025.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61025.023438 Penalty: 2126.771484
	Iteration 30F: 3 clusters Score -61025.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 23323 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 83473 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 107360 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79440 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 6339 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387756.000000 Penalty: 45213.089844
Iteration 119Q: 22 clusters Score -5.238776e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 23185 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 83606 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4559 members 
Mstep: Class 8 contains 107360 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79441 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8964 members 
Mstep: Class 18 contains 6343 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387784.000000 Penalty: 45213.089844
Iteration 120F: 22 clusters Score -5.238778e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 23040 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 83754 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4561 members 
Mstep: Class 8 contains 107359 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79441 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8959 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387736.000000 Penalty: 45213.089844
Iteration 121Q: 22 clusters Score -5.238774e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 22875 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 83930 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4560 members 
Mstep: Class 8 contains 107360 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 79435 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8956 members 
Mstep: Class 18 contains 6345 members 
Mstep: Class 19 contains 5175 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387704.000000 Penalty: 45213.089844
Iteration 122Q: 22 clusters Score -5.23877e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 22708 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 84097 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 107362 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79432 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8952 members 
Mstep: Class 18 contains 6349 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387696.000000 Penalty: 45213.089844
Iteration 123Q: 22 clusters Score -5.23877e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 22543 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 84272 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 107364 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79421 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 6355 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387748.000000 Penalty: 45213.089844
Iteration 124Q: 22 clusters Score -5.238775e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 22374 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 84448 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 107365 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79411 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11686 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 6359 members 
Mstep: Class 19 contains 5179 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387724.000000 Penalty: 45213.089844
Iteration 125Q: 22 clusters Score -5.238772e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 22205 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 84624 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4558 members 
Mstep: Class 8 contains 107366 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79407 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11687 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387768.000000 Penalty: 45213.089844
Iteration 126Q: 22 clusters Score -5.238777e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 22044 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 84793 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4559 members 
Mstep: Class 8 contains 107367 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79399 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11687 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8927 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387768.000000 Penalty: 45213.089844
Iteration 127Q: 22 clusters Score -5.238777e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 21886 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 84958 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 107367 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79394 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11687 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8924 members 
Mstep: Class 18 contains 6366 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387676.000000 Penalty: 45213.089844
Iteration 128Q: 22 clusters Score -5.238768e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 21715 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 85138 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 107369 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79387 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11686 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8922 members 
Mstep: Class 18 contains 6366 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387672.000000 Penalty: 45213.089844
Iteration 129Q: 22 clusters Score -5.238767e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 21521 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 85339 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4554 members 
Mstep: Class 8 contains 107371 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79382 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8921 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387732.000000 Penalty: 45213.089844
Iteration 130Q: 22 clusters Score -5.238773e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 21306 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 85558 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 107372 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79377 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8918 members 
Mstep: Class 18 contains 6367 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387756.000000 Penalty: 45213.089844
Iteration 131Q: 22 clusters Score -5.238776e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 21100 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 85768 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 107372 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79372 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8916 members 
Mstep: Class 18 contains 6367 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387808.000000 Penalty: 45213.089844
Iteration 132Q: 22 clusters Score -5.238781e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 20883 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 86003 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4558 members 
Mstep: Class 8 contains 107371 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79361 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387828.000000 Penalty: 45213.089844
Iteration 133Q: 22 clusters Score -5.238783e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 20656 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 86250 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 107370 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79345 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387856.000000 Penalty: 45213.089844
Iteration 134Q: 22 clusters Score -5.238786e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 20434 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 86484 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4557 members 
Mstep: Class 8 contains 107370 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79333 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8912 members 
Mstep: Class 18 contains 6367 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387980.000000 Penalty: 45213.089844
Iteration 135Q: 22 clusters Score -5.238798e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 20210 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 86720 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 107370 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79327 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8912 members 
Mstep: Class 18 contains 6363 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387904.000000 Penalty: 45213.089844
Iteration 136Q: 22 clusters Score -5.23879e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 19963 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 86979 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4554 members 
Mstep: Class 8 contains 107369 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79320 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8910 members 
Mstep: Class 18 contains 6366 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387988.000000 Penalty: 45213.089844
Iteration 137Q: 22 clusters Score -5.238799e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 87249 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 107369 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79313 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8911 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388068.000000 Penalty: 45213.089844
Iteration 138Q: 22 clusters Score -5.238807e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 19466 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 87499 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4552 members 
Mstep: Class 8 contains 107368 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79306 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8910 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388088.000000 Penalty: 45213.089844
Iteration 139Q: 22 clusters Score -5.238809e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152695 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 19211 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 87763 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4549 members 
Mstep: Class 8 contains 107367 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79301 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8909 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388120.000000 Penalty: 45213.089844
Iteration 140F: 22 clusters Score -5.238812e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152696 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 18969 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 88019 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4550 members 
Mstep: Class 8 contains 107364 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79296 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8910 members 
Mstep: Class 18 contains 6357 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388136.000000 Penalty: 45213.089844
Iteration 141Q: 22 clusters Score -5.238814e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 18707 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 88294 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4554 members 
Mstep: Class 8 contains 107364 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79282 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8908 members 
Mstep: Class 18 contains 6358 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388112.000000 Penalty: 45213.089844
Iteration 142Q: 22 clusters Score -5.238811e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 25450 members 
Mstep: Class 3 contains 18453 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 88559 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4558 members 
Mstep: Class 8 contains 107365 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79276 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11682 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 8907 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 5178 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388156.000000 Penalty: 45213.089844
Iteration 143Q: 22 clusters Score -5.238816e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 25451 members 
Mstep: Class 3 contains 18201 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 88826 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 107365 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79265 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11682 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 8902 members 
Mstep: Class 18 contains 6353 members 
Mstep: Class 19 contains 5180 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388216.000000 Penalty: 45213.089844
Iteration 144Q: 22 clusters Score -5.238822e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 25448 members 
Mstep: Class 3 contains 17942 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 89104 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4562 members 
Mstep: Class 8 contains 107364 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79257 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11682 members 
Mstep: Class 16 contains 6013 members 
Mstep: Class 17 contains 8900 members 
Mstep: Class 18 contains 6346 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388276.000000 Penalty: 45213.089844
Iteration 145Q: 22 clusters Score -5.238828e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 17661 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 89396 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 107362 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79243 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11682 members 
Mstep: Class 16 contains 6015 members 
Mstep: Class 17 contains 8894 members 
Mstep: Class 18 contains 6348 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388300.000000 Penalty: 45213.089844
Iteration 146Q: 22 clusters Score -5.23883e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 25449 members 
Mstep: Class 3 contains 17367 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 89701 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 107362 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79226 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 8889 members 
Mstep: Class 18 contains 6355 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388380.000000 Penalty: 45213.089844
Iteration 147Q: 22 clusters Score -5.238838e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 25447 members 
Mstep: Class 3 contains 17049 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 90037 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 107360 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79209 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 8887 members 
Mstep: Class 18 contains 6361 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388448.000000 Penalty: 45213.089844
Iteration 148Q: 22 clusters Score -5.238845e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 25447 members 
Mstep: Class 3 contains 16700 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 90409 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79197 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 8884 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388548.000000 Penalty: 45213.089844
Iteration 149Q: 22 clusters Score -5.238855e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 25445 members 
Mstep: Class 3 contains 16343 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 90801 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4561 members 
Mstep: Class 8 contains 107357 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79170 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6015 members 
Mstep: Class 17 contains 8879 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388592.000000 Penalty: 45213.089844
Iteration 150Q: 22 clusters Score -5.238859e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25443 members 
Mstep: Class 3 contains 15946 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 91223 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 107357 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79150 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6016 members 
Mstep: Class 17 contains 8879 members 
Mstep: Class 18 contains 6364 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388464.000000 Penalty: 45213.089844
Iteration 151Q: 22 clusters Score -5.238846e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152676 members 
Mstep: Class 2 contains 25441 members 
Mstep: Class 3 contains 15535 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 91662 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4548 members 
Mstep: Class 8 contains 107358 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79135 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6016 members 
Mstep: Class 17 contains 8878 members 
Mstep: Class 18 contains 6364 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388520.000000 Penalty: 45213.089844
Iteration 152Q: 22 clusters Score -5.238852e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152676 members 
Mstep: Class 2 contains 25441 members 
Mstep: Class 3 contains 15167 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 92064 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4539 members 
Mstep: Class 8 contains 107359 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79114 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6016 members 
Mstep: Class 17 contains 8875 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388516.000000 Penalty: 45213.089844
Iteration 153Q: 22 clusters Score -5.238852e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 25441 members 
Mstep: Class 3 contains 14781 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 92478 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 107364 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79086 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 6016 members 
Mstep: Class 17 contains 8875 members 
Mstep: Class 18 contains 6362 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388744.000000 Penalty: 45213.089844
Iteration 154Q: 22 clusters Score -5.238874e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 25441 members 
Mstep: Class 3 contains 14389 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 92884 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 107366 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79063 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11684 members 
Mstep: Class 16 contains 6018 members 
Mstep: Class 17 contains 8879 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388804.000000 Penalty: 45213.089844
Iteration 155Q: 22 clusters Score -5.23888e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 25440 members 
Mstep: Class 3 contains 13999 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 93301 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 8 contains 107373 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79033 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3324 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6023 members 
Mstep: Class 17 contains 8877 members 
Mstep: Class 18 contains 6356 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388744.000000 Penalty: 45213.089844
Iteration 156Q: 22 clusters Score -5.238874e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 25438 members 
Mstep: Class 3 contains 13636 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 93695 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 8 contains 107377 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 79005 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 11686 members 
Mstep: Class 16 contains 6028 members 
Mstep: Class 17 contains 8871 members 
Mstep: Class 18 contains 6353 members 
Mstep: Class 19 contains 5190 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388780.000000 Penalty: 45213.089844
Iteration 157Q: 22 clusters Score -5.238878e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 25436 members 
Mstep: Class 3 contains 13282 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 94077 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4531 members 
Mstep: Class 8 contains 107379 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 78991 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6030 members 
Mstep: Class 17 contains 8867 members 
Mstep: Class 18 contains 6342 members 
Mstep: Class 19 contains 5189 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388860.000000 Penalty: 45213.089844
Iteration 158Q: 22 clusters Score -5.238886e+07 nChanged 451
Entering ConstructFrom: 
Score: -52388860.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (152679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152679 members 
Entering Unmasked Estep 
Score: -14473728.000000 Penalty: 1939.615112
	Iteration 0F: 2 clusters Score -1.447373e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -14372102.000000 Penalty: 3879.230225
	Iteration 0F: 3 clusters Score -1.43721e+07 nChanged 73696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76406 members 
Mstep: Class 2 contains 76273 members 
Entering Unmasked Estep 
Score: -14415872.000000 Penalty: 3879.230225
	Iteration 1F: 3 clusters Score -1.441587e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76574 members 
Mstep: Class 2 contains 76105 members 
Entering Unmasked Estep 
Score: -14416652.000000 Penalty: 3879.230225
	Iteration 2Q: 3 clusters Score -1.441665e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 75693 members 
Entering Unmasked Estep 
Score: -14417626.000000 Penalty: 3879.230225
	Iteration 3Q: 3 clusters Score -1.441763e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77737 members 
Mstep: Class 2 contains 74942 members 
Entering Unmasked Estep 
Score: -14419103.000000 Penalty: 3879.230225
	Iteration 4Q: 3 clusters Score -1.44191e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79023 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -14420893.000000 Penalty: 3879.230225
	Iteration 5Q: 3 clusters Score -1.442089e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -14422940.000000 Penalty: 3879.230225
	Iteration 6Q: 3 clusters Score -1.442294e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 68441 members 
Entering Unmasked Estep 
Score: -14425746.000000 Penalty: 3879.230225
	Iteration 7Q: 3 clusters Score -1.442575e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88904 members 
Mstep: Class 2 contains 63775 members 
Entering Unmasked Estep 
Score: -14429716.000000 Penalty: 3879.230225
	Iteration 8F: 3 clusters Score -1.442972e+07 nChanged 9111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94885 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -14434337.000000 Penalty: 3879.230225
	Iteration 9F: 3 clusters Score -1.443434e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 50794 members 
Entering Unmasked Estep 
Score: -14439153.000000 Penalty: 3879.230225
	Iteration 10F: 3 clusters Score -1.443915e+07 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -14444238.000000 Penalty: 3879.230225
	Iteration 11F: 3 clusters Score -1.444424e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117029 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -14449291.000000 Penalty: 3879.230225
	Iteration 12F: 3 clusters Score -1.444929e+07 nChanged 7771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124446 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -14454054.000000 Penalty: 3879.230225
	Iteration 13F: 3 clusters Score -1.445405e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131360 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -14458576.000000 Penalty: 3879.230225
	Iteration 14Q: 3 clusters Score -1.445858e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137376 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -14462665.000000 Penalty: 3879.230225
	Iteration 15Q: 3 clusters Score -1.446266e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142245 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -14465944.000000 Penalty: 3879.230225
	Iteration 16Q: 3 clusters Score -1.446594e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145817 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -14468234.000000 Penalty: 3879.230225
	Iteration 17Q: 3 clusters Score -1.446823e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148303 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -14469767.000000 Penalty: 3879.230225
	Iteration 18Q: 3 clusters Score -1.446977e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149861 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -14470619.000000 Penalty: 3879.230225
	Iteration 19Q: 3 clusters Score -1.447062e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150782 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -14471178.000000 Penalty: 3879.230225
	Iteration 20F: 3 clusters Score -1.447118e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151301 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -14471528.000000 Penalty: 3879.230225
	Iteration 21Q: 3 clusters Score -1.447153e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151596 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -14471777.000000 Penalty: 3879.230225
	Iteration 22Q: 3 clusters Score -1.447178e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151752 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -14471880.000000 Penalty: 3879.230225
	Iteration 23Q: 3 clusters Score -1.447188e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151855 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -14471971.000000 Penalty: 3879.230225
	Iteration 24Q: 3 clusters Score -1.447197e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151917 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -14472032.000000 Penalty: 3879.230225
	Iteration 25Q: 3 clusters Score -1.447203e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151959 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -14472044.000000 Penalty: 3879.230225
	Iteration 26Q: 3 clusters Score -1.447204e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151978 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -14472082.000000 Penalty: 3879.230225
	Iteration 27Q: 3 clusters Score -1.447208e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151991 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -14472087.000000 Penalty: 3879.230225
	Iteration 28Q: 3 clusters Score -1.447209e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152006 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -14472093.000000 Penalty: 3879.230225
	Iteration 29Q: 3 clusters Score -1.447209e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152020 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -14472109.000000 Penalty: 3879.230225
	Iteration 30Q: 3 clusters Score -1.447211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152036 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -14472115.000000 Penalty: 3879.230225
	Iteration 31Q: 3 clusters Score -1.447212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -14472137.000000 Penalty: 3879.230225
	Iteration 32Q: 3 clusters Score -1.447214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152057 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -14472148.000000 Penalty: 3879.230225
	Iteration 33Q: 3 clusters Score -1.447215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152066 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -14472154.000000 Penalty: 3879.230225
	Iteration 34Q: 3 clusters Score -1.447215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152070 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -14472163.000000 Penalty: 3879.230225
	Iteration 35Q: 3 clusters Score -1.447216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14472146.000000 Penalty: 3879.230225
	Iteration 36Q: 3 clusters Score -1.447215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152076 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14472154.000000 Penalty: 3879.230225
	Iteration 37Q: 3 clusters Score -1.447215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152075 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -14472150.000000 Penalty: 3879.230225
	Iteration 38Q: 3 clusters Score -1.447215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152076 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -14472151.000000 Penalty: 3879.230225
	Iteration 39Q: 3 clusters Score -1.447215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152078 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -14472165.000000 Penalty: 3879.230225
	Iteration 40F: 3 clusters Score -1.447216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Entering Unmasked Estep 
Score: -2421735.000000 Penalty: 1648.387207
	Iteration 0F: 2 clusters Score -2421735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2404755.500000 Penalty: 3296.774414
	Iteration 0F: 3 clusters Score -2404756 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2411014.000000 Penalty: 3296.774414
	Iteration 1F: 3 clusters Score -2411014 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2411393.500000 Penalty: 3296.774414
	Iteration 2Q: 3 clusters Score -2411394 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2411861.750000 Penalty: 3296.774414
	Iteration 3Q: 3 clusters Score -2411862 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2412581.250000 Penalty: 3296.774414
	Iteration 4F: 3 clusters Score -2412581 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2413609.750000 Penalty: 3296.774414
	Iteration 5F: 3 clusters Score -2413610 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2415042.500000 Penalty: 3296.774414
	Iteration 6F: 3 clusters Score -2415042 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2416624.500000 Penalty: 3296.774414
	Iteration 7F: 3 clusters Score -2416624 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2417874.250000 Penalty: 3296.774414
	Iteration 8F: 3 clusters Score -2417874 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2418737.250000 Penalty: 3296.774414
	Iteration 9Q: 3 clusters Score -2418737 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2419288.000000 Penalty: 3296.774414
	Iteration 10Q: 3 clusters Score -2419288 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2419610.500000 Penalty: 3296.774414
	Iteration 11Q: 3 clusters Score -2419610 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -2419820.000000 Penalty: 3296.774414
	Iteration 12Q: 3 clusters Score -2419820 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -2419946.250000 Penalty: 3296.774414
	Iteration 13Q: 3 clusters Score -2419946 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2420060.000000 Penalty: 3296.774414
	Iteration 14Q: 3 clusters Score -2420060 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -2420126.750000 Penalty: 3296.774414
	Iteration 15Q: 3 clusters Score -2420127 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -2420182.750000 Penalty: 3296.774414
	Iteration 16Q: 3 clusters Score -2420183 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -2420221.750000 Penalty: 3296.774414
	Iteration 17Q: 3 clusters Score -2420222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2420251.750000 Penalty: 3296.774414
	Iteration 18Q: 3 clusters Score -2420252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -2420288.000000 Penalty: 3296.774414
	Iteration 19Q: 3 clusters Score -2420288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2420307.500000 Penalty: 3296.774414
	Iteration 20F: 3 clusters Score -2420308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -2420339.000000 Penalty: 3296.774414
	Iteration 21Q: 3 clusters Score -2420339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -2420354.250000 Penalty: 3296.774414
	Iteration 22Q: 3 clusters Score -2420354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -2420371.000000 Penalty: 3296.774414
	Iteration 23Q: 3 clusters Score -2420371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2420386.250000 Penalty: 3296.774414
	Iteration 24Q: 3 clusters Score -2420386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2420394.750000 Penalty: 3296.774414
	Iteration 25Q: 3 clusters Score -2420395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -2420396.500000 Penalty: 3296.774414
	Iteration 26Q: 3 clusters Score -2420396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -2420407.250000 Penalty: 3296.774414
	Iteration 27Q: 3 clusters Score -2420407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -2420414.000000 Penalty: 3296.774414
	Iteration 28Q: 3 clusters Score -2420414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -2420418.250000 Penalty: 3296.774414
	Iteration 29Q: 3 clusters Score -2420418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -2420424.250000 Penalty: 3296.774414
	Iteration 30Q: 3 clusters Score -2420424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -2420425.750000 Penalty: 3296.774414
	Iteration 31Q: 3 clusters Score -2420426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2420432.750000 Penalty: 3296.774414
	Iteration 32Q: 3 clusters Score -2420433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2420432.500000 Penalty: 3296.774414
	Iteration 33Q: 3 clusters Score -2420432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -2420433.750000 Penalty: 3296.774414
	Iteration 34Q: 3 clusters Score -2420434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2420434.500000 Penalty: 3296.774414
	Iteration 35Q: 3 clusters Score -2420434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2420434.500000 Penalty: 3296.774414
	Iteration 36F: 3 clusters Score -2420434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Entering Unmasked Estep 
Score: -1225720.000000 Penalty: 1537.996704
	Iteration 0F: 2 clusters Score -1225720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1216693.375000 Penalty: 3075.993408
	Iteration 0F: 3 clusters Score -1216693 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1219680.875000 Penalty: 3075.993408
	Iteration 1F: 3 clusters Score -1219681 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1219994.750000 Penalty: 3075.993408
	Iteration 2F: 3 clusters Score -1219995 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1220315.750000 Penalty: 3075.993408
	Iteration 3F: 3 clusters Score -1220316 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1220689.750000 Penalty: 3075.993408
	Iteration 4F: 3 clusters Score -1220690 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1221141.750000 Penalty: 3075.993408
	Iteration 5F: 3 clusters Score -1221142 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1221613.625000 Penalty: 3075.993408
	Iteration 6F: 3 clusters Score -1221614 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1222149.125000 Penalty: 3075.993408
	Iteration 7F: 3 clusters Score -1222149 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1222655.625000 Penalty: 3075.993408
	Iteration 8F: 3 clusters Score -1222656 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1223098.375000 Penalty: 3075.993408
	Iteration 9Q: 3 clusters Score -1223098 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1223459.500000 Penalty: 3075.993408
	Iteration 10Q: 3 clusters Score -1223460 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1223740.625000 Penalty: 3075.993408
	Iteration 11Q: 3 clusters Score -1223741 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1223951.000000 Penalty: 3075.993408
	Iteration 12Q: 3 clusters Score -1223951 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1224093.750000 Penalty: 3075.993408
	Iteration 13Q: 3 clusters Score -1224094 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1224190.625000 Penalty: 3075.993408
	Iteration 14Q: 3 clusters Score -1224191 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1224262.750000 Penalty: 3075.993408
	Iteration 15Q: 3 clusters Score -1224263 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -1224299.125000 Penalty: 3075.993408
	Iteration 16Q: 3 clusters Score -1224299 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1224340.875000 Penalty: 3075.993408
	Iteration 17Q: 3 clusters Score -1224341 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1224371.750000 Penalty: 3075.993408
	Iteration 18Q: 3 clusters Score -1224372 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1224397.125000 Penalty: 3075.993408
	Iteration 19Q: 3 clusters Score -1224397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1224416.625000 Penalty: 3075.993408
	Iteration 20F: 3 clusters Score -1224417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1224430.750000 Penalty: 3075.993408
	Iteration 21Q: 3 clusters Score -1224431 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1224450.875000 Penalty: 3075.993408
	Iteration 22Q: 3 clusters Score -1224451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1224477.750000 Penalty: 3075.993408
	Iteration 23Q: 3 clusters Score -1224478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -1224493.625000 Penalty: 3075.993408
	Iteration 24Q: 3 clusters Score -1224494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1224503.625000 Penalty: 3075.993408
	Iteration 25Q: 3 clusters Score -1224504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1224508.625000 Penalty: 3075.993408
	Iteration 26Q: 3 clusters Score -1224509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1224513.250000 Penalty: 3075.993408
	Iteration 27Q: 3 clusters Score -1224513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1224521.000000 Penalty: 3075.993408
	Iteration 28Q: 3 clusters Score -1224521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1224524.625000 Penalty: 3075.993408
	Iteration 29Q: 3 clusters Score -1224525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1224527.375000 Penalty: 3075.993408
	Iteration 30Q: 3 clusters Score -1224527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1224531.625000 Penalty: 3075.993408
	Iteration 31Q: 3 clusters Score -1224532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1224528.500000 Penalty: 3075.993408
	Iteration 32Q: 3 clusters Score -1224528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1224529.750000 Penalty: 3075.993408
	Iteration 33Q: 3 clusters Score -1224530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1224532.500000 Penalty: 3075.993408
	Iteration 34Q: 3 clusters Score -1224532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1224534.000000 Penalty: 3075.993408
	Iteration 35Q: 3 clusters Score -1224534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1224537.500000 Penalty: 3075.993408
	Iteration 36Q: 3 clusters Score -1224538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1224538.125000 Penalty: 3075.993408
	Iteration 37Q: 3 clusters Score -1224538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1224540.375000 Penalty: 3075.993408
	Iteration 38Q: 3 clusters Score -1224540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1224539.625000 Penalty: 3075.993408
	Iteration 39Q: 3 clusters Score -1224540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1224541.000000 Penalty: 3075.993408
	Iteration 40F: 3 clusters Score -1224541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Entering Unmasked Estep 
Score: -2169708.000000 Penalty: 1628.181763
	Iteration 0F: 2 clusters Score -2169708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2154507.250000 Penalty: 3256.363525
	Iteration 0F: 3 clusters Score -2154507 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2160025.500000 Penalty: 3256.363525
	Iteration 1F: 3 clusters Score -2160026 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2160286.500000 Penalty: 3256.363525
	Iteration 2Q: 3 clusters Score -2160286 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2160546.000000 Penalty: 3256.363525
	Iteration 3Q: 3 clusters Score -2160546 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2160825.000000 Penalty: 3256.363525
	Iteration 4Q: 3 clusters Score -2160825 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2161175.250000 Penalty: 3256.363525
	Iteration 5Q: 3 clusters Score -2161175 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2161635.750000 Penalty: 3256.363525
	Iteration 6Q: 3 clusters Score -2161636 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2162174.750000 Penalty: 3256.363525
	Iteration 7Q: 3 clusters Score -2162175 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2162735.750000 Penalty: 3256.363525
	Iteration 8Q: 3 clusters Score -2162736 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2163323.250000 Penalty: 3256.363525
	Iteration 9Q: 3 clusters Score -2163323 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -2163982.250000 Penalty: 3256.363525
	Iteration 10F: 3 clusters Score -2163982 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2164639.250000 Penalty: 3256.363525
	Iteration 11F: 3 clusters Score -2164639 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2165241.250000 Penalty: 3256.363525
	Iteration 12Q: 3 clusters Score -2165241 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2165771.000000 Penalty: 3256.363525
	Iteration 13Q: 3 clusters Score -2165771 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2166253.250000 Penalty: 3256.363525
	Iteration 14Q: 3 clusters Score -2166253 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2166665.500000 Penalty: 3256.363525
	Iteration 15Q: 3 clusters Score -2166666 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2167056.750000 Penalty: 3256.363525
	Iteration 16Q: 3 clusters Score -2167057 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2167395.000000 Penalty: 3256.363525
	Iteration 17Q: 3 clusters Score -2167395 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2167683.250000 Penalty: 3256.363525
	Iteration 18Q: 3 clusters Score -2167683 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2167872.250000 Penalty: 3256.363525
	Iteration 19Q: 3 clusters Score -2167872 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2167995.250000 Penalty: 3256.363525
	Iteration 20F: 3 clusters Score -2167995 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2168096.000000 Penalty: 3256.363525
	Iteration 21Q: 3 clusters Score -2168096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2168166.750000 Penalty: 3256.363525
	Iteration 22Q: 3 clusters Score -2168167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2168208.250000 Penalty: 3256.363525
	Iteration 23Q: 3 clusters Score -2168208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2168224.500000 Penalty: 3256.363525
	Iteration 24Q: 3 clusters Score -2168224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2168251.750000 Penalty: 3256.363525
	Iteration 25Q: 3 clusters Score -2168252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2168257.500000 Penalty: 3256.363525
	Iteration 26Q: 3 clusters Score -2168258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2168269.750000 Penalty: 3256.363525
	Iteration 27Q: 3 clusters Score -2168270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2168279.000000 Penalty: 3256.363525
	Iteration 28Q: 3 clusters Score -2168279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2168293.750000 Penalty: 3256.363525
	Iteration 29Q: 3 clusters Score -2168294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -2168300.750000 Penalty: 3256.363525
	Iteration 30Q: 3 clusters Score -2168301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2168311.750000 Penalty: 3256.363525
	Iteration 31Q: 3 clusters Score -2168312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2168323.750000 Penalty: 3256.363525
	Iteration 32Q: 3 clusters Score -2168324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2168328.000000 Penalty: 3256.363525
	Iteration 33Q: 3 clusters Score -2168328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -2168331.250000 Penalty: 3256.363525
	Iteration 34Q: 3 clusters Score -2168331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2168334.500000 Penalty: 3256.363525
	Iteration 35Q: 3 clusters Score -2168334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2168336.750000 Penalty: 3256.363525
	Iteration 36Q: 3 clusters Score -2168337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -2168338.000000 Penalty: 3256.363525
	Iteration 37Q: 3 clusters Score -2168338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2168343.000000 Penalty: 3256.363525
	Iteration 38Q: 3 clusters Score -2168343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2168348.500000 Penalty: 3256.363525
	Iteration 39Q: 3 clusters Score -2168348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -2168350.750000 Penalty: 3256.363525
	Iteration 40F: 3 clusters Score -2168351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2168351.750000 Penalty: 3256.363525
	Iteration 41Q: 3 clusters Score -2168352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2168351.750000 Penalty: 3256.363525
	Iteration 42F: 3 clusters Score -2168352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (94481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94481 members 
Entering Unmasked Estep 
Score: -8896611.000000 Penalty: 1861.625000
	Iteration 0F: 2 clusters Score -8896611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -8833327.000000 Penalty: 3723.250000
	Iteration 0F: 3 clusters Score -8833327 nChanged 45142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -8859577.000000 Penalty: 3723.250000
	Iteration 1F: 3 clusters Score -8859577 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -8860286.000000 Penalty: 3723.250000
	Iteration 2Q: 3 clusters Score -8860286 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -8861685.000000 Penalty: 3723.250000
	Iteration 3Q: 3 clusters Score -8861685 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 57311 members 
Entering Unmasked Estep 
Score: -8864032.000000 Penalty: 3723.250000
	Iteration 4F: 3 clusters Score -8864032 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -8868052.000000 Penalty: 3723.250000
	Iteration 5F: 3 clusters Score -8868052 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 69571 members 
Entering Unmasked Estep 
Score: -8873981.000000 Penalty: 3723.250000
	Iteration 6F: 3 clusters Score -8873981 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 76799 members 
Entering Unmasked Estep 
Score: -8880630.000000 Penalty: 3723.250000
	Iteration 7F: 3 clusters Score -8880630 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -8886280.000000 Penalty: 3723.250000
	Iteration 8F: 3 clusters Score -8886280 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
Score: -8890029.000000 Penalty: 3723.250000
	Iteration 9Q: 3 clusters Score -8890029 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 90336 members 
Entering Unmasked Estep 
Score: -8892201.000000 Penalty: 3723.250000
	Iteration 10Q: 3 clusters Score -8892201 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 92074 members 
Entering Unmasked Estep 
Score: -8893523.000000 Penalty: 3723.250000
	Iteration 11Q: 3 clusters Score -8893523 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -8894240.000000 Penalty: 3723.250000
	Iteration 12Q: 3 clusters Score -8894240 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -8894649.000000 Penalty: 3723.250000
	Iteration 13Q: 3 clusters Score -8894649 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 93838 members 
Entering Unmasked Estep 
Score: -8894811.000000 Penalty: 3723.250000
	Iteration 14Q: 3 clusters Score -8894811 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 93990 members 
Entering Unmasked Estep 
Score: -8894940.000000 Penalty: 3723.250000
	Iteration 15Q: 3 clusters Score -8894940 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -8894990.000000 Penalty: 3723.250000
	Iteration 16Q: 3 clusters Score -8894990 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 94117 members 
Entering Unmasked Estep 
Score: -8895025.000000 Penalty: 3723.250000
	Iteration 17Q: 3 clusters Score -8895025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 94130 members 
Entering Unmasked Estep 
Score: -8895052.000000 Penalty: 3723.250000
	Iteration 18Q: 3 clusters Score -8895052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 94139 members 
Entering Unmasked Estep 
Score: -8895057.000000 Penalty: 3723.250000
	Iteration 19Q: 3 clusters Score -8895057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 94146 members 
Entering Unmasked Estep 
Score: -8895077.000000 Penalty: 3723.250000
	Iteration 20F: 3 clusters Score -8895077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 94156 members 
Entering Unmasked Estep 
Score: -8895074.000000 Penalty: 3723.250000
	Iteration 21Q: 3 clusters Score -8895074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 94169 members 
Entering Unmasked Estep 
Score: -8895079.000000 Penalty: 3723.250000
	Iteration 22Q: 3 clusters Score -8895079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -8895092.000000 Penalty: 3723.250000
	Iteration 23Q: 3 clusters Score -8895092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -8895113.000000 Penalty: 3723.250000
	Iteration 24Q: 3 clusters Score -8895113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 94184 members 
Entering Unmasked Estep 
Score: -8895104.000000 Penalty: 3723.250000
	Iteration 25Q: 3 clusters Score -8895104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -8895100.000000 Penalty: 3723.250000
	Iteration 26Q: 3 clusters Score -8895100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 94188 members 
Entering Unmasked Estep 
Score: -8895108.000000 Penalty: 3723.250000
	Iteration 27Q: 3 clusters Score -8895108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 94190 members 
Entering Unmasked Estep 
Score: -8895105.000000 Penalty: 3723.250000
	Iteration 28Q: 3 clusters Score -8895105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -8895115.000000 Penalty: 3723.250000
	Iteration 29Q: 3 clusters Score -8895115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -8895116.000000 Penalty: 3723.250000
	Iteration 30Q: 3 clusters Score -8895116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 94200 members 
Entering Unmasked Estep 
Score: -8895117.000000 Penalty: 3723.250000
	Iteration 31Q: 3 clusters Score -8895117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 94200 members 
Entering Unmasked Estep 
Score: -8895117.000000 Penalty: 3723.250000
	Iteration 32F: 3 clusters Score -8895117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -115154.734375 Penalty: 1168.117065
	Iteration 0F: 2 clusters Score -115154.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -113636.890625 Penalty: 2336.234131
	Iteration 0F: 3 clusters Score -113636.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -114074.820312 Penalty: 2336.234131
	Iteration 1F: 3 clusters Score -114074.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -114262.742188 Penalty: 2336.234131
	Iteration 2F: 3 clusters Score -114262.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -114383.156250 Penalty: 2336.234131
	Iteration 3F: 3 clusters Score -114383.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -114501.539062 Penalty: 2336.234131
	Iteration 4F: 3 clusters Score -114501.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -114587.210938 Penalty: 2336.234131
	Iteration 5Q: 3 clusters Score -114587.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -114636.921875 Penalty: 2336.234131
	Iteration 6Q: 3 clusters Score -114636.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -114662.226562 Penalty: 2336.234131
	Iteration 7Q: 3 clusters Score -114662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -114669.343750 Penalty: 2336.234131
	Iteration 8Q: 3 clusters Score -114669.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -114678.382812 Penalty: 2336.234131
	Iteration 9Q: 3 clusters Score -114678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -114679.359375 Penalty: 2336.234131
	Iteration 10Q: 3 clusters Score -114679.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -114679.359375 Penalty: 2336.234131
	Iteration 11F: 3 clusters Score -114679.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Entering Unmasked Estep 
Score: -394946.000000 Penalty: 1368.289185
	Iteration 0F: 2 clusters Score -394946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -391317.687500 Penalty: 2736.578369
	Iteration 0F: 3 clusters Score -391317.7 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -392326.687500 Penalty: 2736.578369
	Iteration 1F: 3 clusters Score -392326.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -392535.656250 Penalty: 2736.578369
	Iteration 2F: 3 clusters Score -392535.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -392671.562500 Penalty: 2736.578369
	Iteration 3F: 3 clusters Score -392671.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -392816.281250 Penalty: 2736.578369
	Iteration 4Q: 3 clusters Score -392816.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -392945.281250 Penalty: 2736.578369
	Iteration 5Q: 3 clusters Score -392945.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -393046.562500 Penalty: 2736.578369
	Iteration 6Q: 3 clusters Score -393046.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -393134.625000 Penalty: 2736.578369
	Iteration 7Q: 3 clusters Score -393134.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -393234.250000 Penalty: 2736.578369
	Iteration 8Q: 3 clusters Score -393234.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -393360.968750 Penalty: 2736.578369
	Iteration 9Q: 3 clusters Score -393361 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -393497.750000 Penalty: 2736.578369
	Iteration 10Q: 3 clusters Score -393497.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -393603.906250 Penalty: 2736.578369
	Iteration 11Q: 3 clusters Score -393603.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -393677.531250 Penalty: 2736.578369
	Iteration 12Q: 3 clusters Score -393677.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -393745.843750 Penalty: 2736.578369
	Iteration 13Q: 3 clusters Score -393745.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -393796.531250 Penalty: 2736.578369
	Iteration 14Q: 3 clusters Score -393796.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -393840.187500 Penalty: 2736.578369
	Iteration 15Q: 3 clusters Score -393840.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -393872.687500 Penalty: 2736.578369
	Iteration 16Q: 3 clusters Score -393872.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -393893.593750 Penalty: 2736.578369
	Iteration 17Q: 3 clusters Score -393893.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -393906.937500 Penalty: 2736.578369
	Iteration 18Q: 3 clusters Score -393906.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -393921.906250 Penalty: 2736.578369
	Iteration 19Q: 3 clusters Score -393921.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -393941.281250 Penalty: 2736.578369
	Iteration 20F: 3 clusters Score -393941.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -393957.187500 Penalty: 2736.578369
	Iteration 21Q: 3 clusters Score -393957.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -393971.843750 Penalty: 2736.578369
	Iteration 22Q: 3 clusters Score -393971.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -393984.250000 Penalty: 2736.578369
	Iteration 23Q: 3 clusters Score -393984.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -393995.218750 Penalty: 2736.578369
	Iteration 24Q: 3 clusters Score -393995.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -394004.843750 Penalty: 2736.578369
	Iteration 25Q: 3 clusters Score -394004.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -394012.062500 Penalty: 2736.578369
	Iteration 26Q: 3 clusters Score -394012.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -394015.125000 Penalty: 2736.578369
	Iteration 27Q: 3 clusters Score -394015.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -394020.656250 Penalty: 2736.578369
	Iteration 28Q: 3 clusters Score -394020.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -394027.312500 Penalty: 2736.578369
	Iteration 29Q: 3 clusters Score -394027.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -394034.781250 Penalty: 2736.578369
	Iteration 30Q: 3 clusters Score -394034.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -394045.625000 Penalty: 2736.578369
	Iteration 31Q: 3 clusters Score -394045.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -394059.875000 Penalty: 2736.578369
	Iteration 32Q: 3 clusters Score -394059.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -394071.375000 Penalty: 2736.578369
	Iteration 33Q: 3 clusters Score -394071.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -394088.156250 Penalty: 2736.578369
	Iteration 34Q: 3 clusters Score -394088.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -394099.031250 Penalty: 2736.578369
	Iteration 35Q: 3 clusters Score -394099 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -394106.375000 Penalty: 2736.578369
	Iteration 36Q: 3 clusters Score -394106.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -394114.312500 Penalty: 2736.578369
	Iteration 37Q: 3 clusters Score -394114.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -394122.500000 Penalty: 2736.578369
	Iteration 38Q: 3 clusters Score -394122.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -394129.343750 Penalty: 2736.578369
	Iteration 39Q: 3 clusters Score -394129.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -394141.125000 Penalty: 2736.578369
	Iteration 40F: 3 clusters Score -394141.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -394156.875000 Penalty: 2736.578369
	Iteration 41Q: 3 clusters Score -394156.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -394181.500000 Penalty: 2736.578369
	Iteration 42Q: 3 clusters Score -394181.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -394225.500000 Penalty: 2736.578369
	Iteration 43Q: 3 clusters Score -394225.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -394276.343750 Penalty: 2736.578369
	Iteration 44Q: 3 clusters Score -394276.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -394335.593750 Penalty: 2736.578369
	Iteration 45Q: 3 clusters Score -394335.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -394416.718750 Penalty: 2736.578369
	Iteration 46Q: 3 clusters Score -394416.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -394491.312500 Penalty: 2736.578369
	Iteration 47Q: 3 clusters Score -394491.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -394555.750000 Penalty: 2736.578369
	Iteration 48Q: 3 clusters Score -394555.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -394589.312500 Penalty: 2736.578369
	Iteration 49Q: 3 clusters Score -394589.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -394616.000000 Penalty: 2736.578369
	Iteration 50Q: 3 clusters Score -394616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -394633.500000 Penalty: 2736.578369
	Iteration 51Q: 3 clusters Score -394633.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -394641.593750 Penalty: 2736.578369
	Iteration 52Q: 3 clusters Score -394641.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -394645.531250 Penalty: 2736.578369
	Iteration 53Q: 3 clusters Score -394645.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -394646.656250 Penalty: 2736.578369
	Iteration 54Q: 3 clusters Score -394646.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -394648.750000 Penalty: 2736.578369
	Iteration 55Q: 3 clusters Score -394648.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -394649.437500 Penalty: 2736.578369
	Iteration 56Q: 3 clusters Score -394649.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -394648.750000 Penalty: 2736.578369
	Iteration 57Q: 3 clusters Score -394648.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -394648.750000 Penalty: 2736.578369
	Iteration 58F: 3 clusters Score -394648.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107377 members 
Entering Unmasked Estep 
Score: -10101772.000000 Penalty: 1882.416504
	Iteration 0F: 2 clusters Score -1.010177e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -10029897.000000 Penalty: 3764.833008
	Iteration 0F: 3 clusters Score -1.00299e+07 nChanged 51415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -10059350.000000 Penalty: 3764.833008
	Iteration 1F: 3 clusters Score -1.005935e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -10060142.000000 Penalty: 3764.833008
	Iteration 2Q: 3 clusters Score -1.006014e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 51660 members 
Entering Unmasked Estep 
Score: -10060927.000000 Penalty: 3764.833008
	Iteration 3Q: 3 clusters Score -1.006093e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -10062209.000000 Penalty: 3764.833008
	Iteration 4Q: 3 clusters Score -1.006221e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -10063886.000000 Penalty: 3764.833008
	Iteration 5Q: 3 clusters Score -1.006389e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62812 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -10066352.000000 Penalty: 3764.833008
	Iteration 6Q: 3 clusters Score -1.006635e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -10069978.000000 Penalty: 3764.833008
	Iteration 7F: 3 clusters Score -1.006998e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -10074860.000000 Penalty: 3764.833008
	Iteration 8F: 3 clusters Score -1.007486e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79527 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -10080450.000000 Penalty: 3764.833008
	Iteration 9F: 3 clusters Score -1.008045e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -10085151.000000 Penalty: 3764.833008
	Iteration 10F: 3 clusters Score -1.008515e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89038 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -10088633.000000 Penalty: 3764.833008
	Iteration 11Q: 3 clusters Score -1.008863e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -10091022.000000 Penalty: 3764.833008
	Iteration 12Q: 3 clusters Score -1.009102e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94961 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -10092843.000000 Penalty: 3764.833008
	Iteration 13Q: 3 clusters Score -1.009284e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97236 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -10094166.000000 Penalty: 3764.833008
	Iteration 14Q: 3 clusters Score -1.009417e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99215 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -10095380.000000 Penalty: 3764.833008
	Iteration 15Q: 3 clusters Score -1.009538e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100976 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -10096491.000000 Penalty: 3764.833008
	Iteration 16Q: 3 clusters Score -1.009649e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102468 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -10097496.000000 Penalty: 3764.833008
	Iteration 17Q: 3 clusters Score -1.00975e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103728 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -10098281.000000 Penalty: 3764.833008
	Iteration 18Q: 3 clusters Score -1.009828e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104649 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -10098880.000000 Penalty: 3764.833008
	Iteration 19Q: 3 clusters Score -1.009888e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105374 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -10099310.000000 Penalty: 3764.833008
	Iteration 20F: 3 clusters Score -1.009931e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105859 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10099628.000000 Penalty: 3764.833008
	Iteration 21Q: 3 clusters Score -1.009963e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106183 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -10099852.000000 Penalty: 3764.833008
	Iteration 22Q: 3 clusters Score -1.009985e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10100008.000000 Penalty: 3764.833008
	Iteration 23Q: 3 clusters Score -1.010001e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106528 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10100106.000000 Penalty: 3764.833008
	Iteration 24Q: 3 clusters Score -1.010011e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106620 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -10100151.000000 Penalty: 3764.833008
	Iteration 25Q: 3 clusters Score -1.010015e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106682 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10100182.000000 Penalty: 3764.833008
	Iteration 26Q: 3 clusters Score -1.010018e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10100215.000000 Penalty: 3764.833008
	Iteration 27Q: 3 clusters Score -1.010022e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106751 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10100231.000000 Penalty: 3764.833008
	Iteration 28Q: 3 clusters Score -1.010023e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106769 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10100236.000000 Penalty: 3764.833008
	Iteration 29Q: 3 clusters Score -1.010024e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106791 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10100255.000000 Penalty: 3764.833008
	Iteration 30Q: 3 clusters Score -1.010026e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106810 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10100254.000000 Penalty: 3764.833008
	Iteration 31Q: 3 clusters Score -1.010025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106821 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10100259.000000 Penalty: 3764.833008
	Iteration 32Q: 3 clusters Score -1.010026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106826 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10100267.000000 Penalty: 3764.833008
	Iteration 33Q: 3 clusters Score -1.010027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106831 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10100267.000000 Penalty: 3764.833008
	Iteration 34Q: 3 clusters Score -1.010027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106836 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10100265.000000 Penalty: 3764.833008
	Iteration 35Q: 3 clusters Score -1.010026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10100291.000000 Penalty: 3764.833008
	Iteration 36Q: 3 clusters Score -1.010029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106860 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10100312.000000 Penalty: 3764.833008
	Iteration 37Q: 3 clusters Score -1.010031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106867 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -10100320.000000 Penalty: 3764.833008
	Iteration 38Q: 3 clusters Score -1.010032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106882 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10100345.000000 Penalty: 3764.833008
	Iteration 39Q: 3 clusters Score -1.010034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106894 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -10100370.000000 Penalty: 3764.833008
	Iteration 40F: 3 clusters Score -1.010037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106900 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10100378.000000 Penalty: 3764.833008
	Iteration 41Q: 3 clusters Score -1.010038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10100374.000000 Penalty: 3764.833008
	Iteration 42Q: 3 clusters Score -1.010037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106898 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -10100386.000000 Penalty: 3764.833008
	Iteration 43Q: 3 clusters Score -1.010039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106891 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -10100392.000000 Penalty: 3764.833008
	Iteration 44Q: 3 clusters Score -1.010039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106887 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10100388.000000 Penalty: 3764.833008
	Iteration 45Q: 3 clusters Score -1.010039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10100402.000000 Penalty: 3764.833008
	Iteration 46Q: 3 clusters Score -1.01004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106885 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10100400.000000 Penalty: 3764.833008
	Iteration 47Q: 3 clusters Score -1.01004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106884 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10100406.000000 Penalty: 3764.833008
	Iteration 48Q: 3 clusters Score -1.010041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106885 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10100411.000000 Penalty: 3764.833008
	Iteration 49Q: 3 clusters Score -1.010041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106886 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10100415.000000 Penalty: 3764.833008
	Iteration 50Q: 3 clusters Score -1.010042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10100411.000000 Penalty: 3764.833008
	Iteration 51Q: 3 clusters Score -1.010041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -10100411.000000 Penalty: 3764.833008
	Iteration 52F: 3 clusters Score -1.010041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Entering Unmasked Estep 
Score: -683753.562500 Penalty: 1440.153687
	Iteration 0F: 2 clusters Score -683753.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -678470.000000 Penalty: 2880.307373
	Iteration 0F: 3 clusters Score -678470 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -680073.312500 Penalty: 2880.307373
	Iteration 1F: 3 clusters Score -680073.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -680290.687500 Penalty: 2880.307373
	Iteration 2F: 3 clusters Score -680290.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -680468.500000 Penalty: 2880.307373
	Iteration 3F: 3 clusters Score -680468.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -680661.000000 Penalty: 2880.307373
	Iteration 4Q: 3 clusters Score -680661 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -680863.000000 Penalty: 2880.307373
	Iteration 5Q: 3 clusters Score -680863 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -681085.562500 Penalty: 2880.307373
	Iteration 6F: 3 clusters Score -681085.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -681355.812500 Penalty: 2880.307373
	Iteration 7F: 3 clusters Score -681355.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -681642.312500 Penalty: 2880.307373
	Iteration 8F: 3 clusters Score -681642.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -681921.312500 Penalty: 2880.307373
	Iteration 9Q: 3 clusters Score -681921.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -682111.375000 Penalty: 2880.307373
	Iteration 10Q: 3 clusters Score -682111.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -682242.750000 Penalty: 2880.307373
	Iteration 11Q: 3 clusters Score -682242.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -682338.437500 Penalty: 2880.307373
	Iteration 12Q: 3 clusters Score -682338.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -682403.000000 Penalty: 2880.307373
	Iteration 13Q: 3 clusters Score -682403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -682443.125000 Penalty: 2880.307373
	Iteration 14Q: 3 clusters Score -682443.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -682467.937500 Penalty: 2880.307373
	Iteration 15Q: 3 clusters Score -682467.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -682485.062500 Penalty: 2880.307373
	Iteration 16Q: 3 clusters Score -682485.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -682496.812500 Penalty: 2880.307373
	Iteration 17Q: 3 clusters Score -682496.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -682505.750000 Penalty: 2880.307373
	Iteration 18Q: 3 clusters Score -682505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -682510.187500 Penalty: 2880.307373
	Iteration 19Q: 3 clusters Score -682510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -682513.375000 Penalty: 2880.307373
	Iteration 20F: 3 clusters Score -682513.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -682518.000000 Penalty: 2880.307373
	Iteration 21Q: 3 clusters Score -682518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -682520.500000 Penalty: 2880.307373
	Iteration 22Q: 3 clusters Score -682520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -682522.125000 Penalty: 2880.307373
	Iteration 23Q: 3 clusters Score -682522.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -682522.750000 Penalty: 2880.307373
	Iteration 24Q: 3 clusters Score -682522.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -682527.750000 Penalty: 2880.307373
	Iteration 25Q: 3 clusters Score -682527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -682530.500000 Penalty: 2880.307373
	Iteration 26Q: 3 clusters Score -682530.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -682530.500000 Penalty: 2880.307373
	Iteration 27F: 3 clusters Score -682530.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (78978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78978 members 
Entering Unmasked Estep 
Score: -7571663.500000 Penalty: 1832.500122
	Iteration 0F: 2 clusters Score -7571664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -7518861.000000 Penalty: 3665.000244
	Iteration 0F: 3 clusters Score -7518861 nChanged 37552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -7540252.000000 Penalty: 3665.000244
	Iteration 1F: 3 clusters Score -7540252 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -7541172.500000 Penalty: 3665.000244
	Iteration 2Q: 3 clusters Score -7541172 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -7542645.000000 Penalty: 3665.000244
	Iteration 3Q: 3 clusters Score -7542645 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -7545335.000000 Penalty: 3665.000244
	Iteration 4F: 3 clusters Score -7545335 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57790 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -7549982.000000 Penalty: 3665.000244
	Iteration 5F: 3 clusters Score -7549982 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -7556345.500000 Penalty: 3665.000244
	Iteration 6F: 3 clusters Score -7556346 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -7562804.500000 Penalty: 3665.000244
	Iteration 7F: 3 clusters Score -7562804 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -7566985.500000 Penalty: 3665.000244
	Iteration 8F: 3 clusters Score -7566986 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77620 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7568931.000000 Penalty: 3665.000244
	Iteration 9Q: 3 clusters Score -7568931 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78366 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7569573.500000 Penalty: 3665.000244
	Iteration 10Q: 3 clusters Score -7569574 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7569835.000000 Penalty: 3665.000244
	Iteration 11Q: 3 clusters Score -7569835 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7569925.500000 Penalty: 3665.000244
	Iteration 12Q: 3 clusters Score -7569926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7569956.500000 Penalty: 3665.000244
	Iteration 13Q: 3 clusters Score -7569956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78764 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7569979.500000 Penalty: 3665.000244
	Iteration 14Q: 3 clusters Score -7569980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78774 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7569997.500000 Penalty: 3665.000244
	Iteration 15Q: 3 clusters Score -7569998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7570002.500000 Penalty: 3665.000244
	Iteration 16Q: 3 clusters Score -7570002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78782 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7570006.500000 Penalty: 3665.000244
	Iteration 17Q: 3 clusters Score -7570006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78784 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7570008.500000 Penalty: 3665.000244
	Iteration 18Q: 3 clusters Score -7570008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78785 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7570009.000000 Penalty: 3665.000244
	Iteration 19Q: 3 clusters Score -7570009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78786 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7570018.500000 Penalty: 3665.000244
	Iteration 20F: 3 clusters Score -7570018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Entering Unmasked Estep 
Score: -299228.031250 Penalty: 1310.860718
	Iteration 0F: 2 clusters Score -299228 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 1543 members 
Entering Unmasked Estep 
Score: -296387.593750 Penalty: 2621.721436
	Iteration 0F: 3 clusters Score -296387.6 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -297145.062500 Penalty: 2621.721436
	Iteration 1F: 3 clusters Score -297145.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -297341.531250 Penalty: 2621.721436
	Iteration 2F: 3 clusters Score -297341.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -297451.750000 Penalty: 2621.721436
	Iteration 3F: 3 clusters Score -297451.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -297554.812500 Penalty: 2621.721436
	Iteration 4Q: 3 clusters Score -297554.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -297637.937500 Penalty: 2621.721436
	Iteration 5Q: 3 clusters Score -297637.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -297702.500000 Penalty: 2621.721436
	Iteration 6Q: 3 clusters Score -297702.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -297755.937500 Penalty: 2621.721436
	Iteration 7Q: 3 clusters Score -297755.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -297790.343750 Penalty: 2621.721436
	Iteration 8Q: 3 clusters Score -297790.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -297823.656250 Penalty: 2621.721436
	Iteration 9Q: 3 clusters Score -297823.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -297858.968750 Penalty: 2621.721436
	Iteration 10Q: 3 clusters Score -297859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -297883.000000 Penalty: 2621.721436
	Iteration 11Q: 3 clusters Score -297883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -297914.406250 Penalty: 2621.721436
	Iteration 12Q: 3 clusters Score -297914.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -297946.937500 Penalty: 2621.721436
	Iteration 13Q: 3 clusters Score -297946.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -297983.187500 Penalty: 2621.721436
	Iteration 14Q: 3 clusters Score -297983.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -298016.656250 Penalty: 2621.721436
	Iteration 15Q: 3 clusters Score -298016.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -298048.250000 Penalty: 2621.721436
	Iteration 16Q: 3 clusters Score -298048.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -298086.000000 Penalty: 2621.721436
	Iteration 17Q: 3 clusters Score -298086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -298114.468750 Penalty: 2621.721436
	Iteration 18Q: 3 clusters Score -298114.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -298140.500000 Penalty: 2621.721436
	Iteration 19Q: 3 clusters Score -298140.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -298161.093750 Penalty: 2621.721436
	Iteration 20F: 3 clusters Score -298161.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -298176.937500 Penalty: 2621.721436
	Iteration 21Q: 3 clusters Score -298176.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -298197.281250 Penalty: 2621.721436
	Iteration 22Q: 3 clusters Score -298197.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -298216.812500 Penalty: 2621.721436
	Iteration 23Q: 3 clusters Score -298216.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -298234.375000 Penalty: 2621.721436
	Iteration 24Q: 3 clusters Score -298234.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -298245.031250 Penalty: 2621.721436
	Iteration 25Q: 3 clusters Score -298245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -298252.968750 Penalty: 2621.721436
	Iteration 26Q: 3 clusters Score -298253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -298262.343750 Penalty: 2621.721436
	Iteration 27Q: 3 clusters Score -298262.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -298271.406250 Penalty: 2621.721436
	Iteration 28Q: 3 clusters Score -298271.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -298274.468750 Penalty: 2621.721436
	Iteration 29Q: 3 clusters Score -298274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -298277.343750 Penalty: 2621.721436
	Iteration 30Q: 3 clusters Score -298277.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -298280.531250 Penalty: 2621.721436
	Iteration 31Q: 3 clusters Score -298280.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -298281.562500 Penalty: 2621.721436
	Iteration 32Q: 3 clusters Score -298281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -298281.562500 Penalty: 2621.721436
	Iteration 33F: 3 clusters Score -298281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Entering Unmasked Estep 
Score: -215879.843750 Penalty: 1261.352783
	Iteration 0F: 2 clusters Score -215879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -213588.625000 Penalty: 2522.705566
	Iteration 0F: 3 clusters Score -213588.6 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -214145.671875 Penalty: 2522.705566
	Iteration 1F: 3 clusters Score -214145.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -214254.046875 Penalty: 2522.705566
	Iteration 2F: 3 clusters Score -214254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -214318.171875 Penalty: 2522.705566
	Iteration 3Q: 3 clusters Score -214318.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -214358.515625 Penalty: 2522.705566
	Iteration 4Q: 3 clusters Score -214358.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -214383.546875 Penalty: 2522.705566
	Iteration 5Q: 3 clusters Score -214383.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -214402.546875 Penalty: 2522.705566
	Iteration 6Q: 3 clusters Score -214402.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -214424.171875 Penalty: 2522.705566
	Iteration 7Q: 3 clusters Score -214424.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -214440.390625 Penalty: 2522.705566
	Iteration 8Q: 3 clusters Score -214440.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -214451.421875 Penalty: 2522.705566
	Iteration 9Q: 3 clusters Score -214451.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -214459.234375 Penalty: 2522.705566
	Iteration 10Q: 3 clusters Score -214459.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -214467.156250 Penalty: 2522.705566
	Iteration 11Q: 3 clusters Score -214467.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -214478.515625 Penalty: 2522.705566
	Iteration 12Q: 3 clusters Score -214478.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -214487.687500 Penalty: 2522.705566
	Iteration 13Q: 3 clusters Score -214487.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -214497.250000 Penalty: 2522.705566
	Iteration 14Q: 3 clusters Score -214497.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -214509.437500 Penalty: 2522.705566
	Iteration 15Q: 3 clusters Score -214509.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -214524.906250 Penalty: 2522.705566
	Iteration 16Q: 3 clusters Score -214524.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -214535.453125 Penalty: 2522.705566
	Iteration 17Q: 3 clusters Score -214535.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -214544.656250 Penalty: 2522.705566
	Iteration 18Q: 3 clusters Score -214544.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -214554.328125 Penalty: 2522.705566
	Iteration 19Q: 3 clusters Score -214554.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -214570.312500 Penalty: 2522.705566
	Iteration 20F: 3 clusters Score -214570.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -214582.062500 Penalty: 2522.705566
	Iteration 21Q: 3 clusters Score -214582.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -214594.109375 Penalty: 2522.705566
	Iteration 22Q: 3 clusters Score -214594.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -214600.812500 Penalty: 2522.705566
	Iteration 23Q: 3 clusters Score -214600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -214606.031250 Penalty: 2522.705566
	Iteration 24Q: 3 clusters Score -214606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -214610.843750 Penalty: 2522.705566
	Iteration 25Q: 3 clusters Score -214610.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -214616.343750 Penalty: 2522.705566
	Iteration 26Q: 3 clusters Score -214616.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -214623.937500 Penalty: 2522.705566
	Iteration 27Q: 3 clusters Score -214623.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -214631.125000 Penalty: 2522.705566
	Iteration 28Q: 3 clusters Score -214631.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -214634.515625 Penalty: 2522.705566
	Iteration 29Q: 3 clusters Score -214634.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -214639.671875 Penalty: 2522.705566
	Iteration 30Q: 3 clusters Score -214639.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -214644.000000 Penalty: 2522.705566
	Iteration 31Q: 3 clusters Score -214644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -214649.250000 Penalty: 2522.705566
	Iteration 32Q: 3 clusters Score -214649.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -214656.671875 Penalty: 2522.705566
	Iteration 33Q: 3 clusters Score -214656.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -214662.031250 Penalty: 2522.705566
	Iteration 34Q: 3 clusters Score -214662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -214665.312500 Penalty: 2522.705566
	Iteration 35Q: 3 clusters Score -214665.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -214667.625000 Penalty: 2522.705566
	Iteration 36Q: 3 clusters Score -214667.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -214671.343750 Penalty: 2522.705566
	Iteration 37Q: 3 clusters Score -214671.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -214676.796875 Penalty: 2522.705566
	Iteration 38Q: 3 clusters Score -214676.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -214682.625000 Penalty: 2522.705566
	Iteration 39Q: 3 clusters Score -214682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -214687.187500 Penalty: 2522.705566
	Iteration 40F: 3 clusters Score -214687.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -214696.625000 Penalty: 2522.705566
	Iteration 41Q: 3 clusters Score -214696.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -214705.453125 Penalty: 2522.705566
	Iteration 42Q: 3 clusters Score -214705.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -214708.140625 Penalty: 2522.705566
	Iteration 43Q: 3 clusters Score -214708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -214710.265625 Penalty: 2522.705566
	Iteration 44Q: 3 clusters Score -214710.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -214711.156250 Penalty: 2522.705566
	Iteration 45Q: 3 clusters Score -214711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -214711.343750 Penalty: 2522.705566
	Iteration 46Q: 3 clusters Score -214711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -214711.343750 Penalty: 2522.705566
	Iteration 47F: 3 clusters Score -214711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -306578.593750 Penalty: 1317.749146
	Iteration 0F: 2 clusters Score -306578.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -303680.125000 Penalty: 2635.498291
	Iteration 0F: 3 clusters Score -303680.1 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -304505.656250 Penalty: 2635.498291
	Iteration 1F: 3 clusters Score -304505.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -304713.656250 Penalty: 2635.498291
	Iteration 2F: 3 clusters Score -304713.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -304916.656250 Penalty: 2635.498291
	Iteration 3F: 3 clusters Score -304916.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -305108.187500 Penalty: 2635.498291
	Iteration 4F: 3 clusters Score -305108.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -305270.093750 Penalty: 2635.498291
	Iteration 5F: 3 clusters Score -305270.1 nChanged 169
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: -305435.875000 Penalty: 2635.498291
	Iteration 6F: 3 clusters Score -305435.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -305567.437500 Penalty: 2635.498291
	Iteration 7Q: 3 clusters Score -305567.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -305679.625000 Penalty: 2635.498291
	Iteration 8Q: 3 clusters Score -305679.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -305778.937500 Penalty: 2635.498291
	Iteration 9Q: 3 clusters Score -305778.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -305858.250000 Penalty: 2635.498291
	Iteration 10Q: 3 clusters Score -305858.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -305921.562500 Penalty: 2635.498291
	Iteration 11Q: 3 clusters Score -305921.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -305954.656250 Penalty: 2635.498291
	Iteration 12Q: 3 clusters Score -305954.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -305973.531250 Penalty: 2635.498291
	Iteration 13Q: 3 clusters Score -305973.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -305984.156250 Penalty: 2635.498291
	Iteration 14Q: 3 clusters Score -305984.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -305991.468750 Penalty: 2635.498291
	Iteration 15Q: 3 clusters Score -305991.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -305997.531250 Penalty: 2635.498291
	Iteration 16Q: 3 clusters Score -305997.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -306001.875000 Penalty: 2635.498291
	Iteration 17Q: 3 clusters Score -306001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -306005.187500 Penalty: 2635.498291
	Iteration 18Q: 3 clusters Score -306005.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -306007.781250 Penalty: 2635.498291
	Iteration 19Q: 3 clusters Score -306007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -306010.781250 Penalty: 2635.498291
	Iteration 20F: 3 clusters Score -306010.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -306011.187500 Penalty: 2635.498291
	Iteration 21Q: 3 clusters Score -306011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -306010.781250 Penalty: 2635.498291
	Iteration 22Q: 3 clusters Score -306010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -306010.781250 Penalty: 2635.498291
	Iteration 23F: 3 clusters Score -306010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Entering Unmasked Estep 
Score: -917655.562500 Penalty: 1495.489624
	Iteration 0F: 2 clusters Score -917655.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -910522.687500 Penalty: 2990.979248
	Iteration 0F: 3 clusters Score -910522.7 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -912740.062500 Penalty: 2990.979248
	Iteration 1F: 3 clusters Score -912740.1 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -912974.562500 Penalty: 2990.979248
	Iteration 2F: 3 clusters Score -912974.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -913177.187500 Penalty: 2990.979248
	Iteration 3F: 3 clusters Score -913177.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -913371.562500 Penalty: 2990.979248
	Iteration 4Q: 3 clusters Score -913371.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -913590.375000 Penalty: 2990.979248
	Iteration 5Q: 3 clusters Score -913590.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -913879.000000 Penalty: 2990.979248
	Iteration 6F: 3 clusters Score -913879 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -914229.875000 Penalty: 2990.979248
	Iteration 7F: 3 clusters Score -914229.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -914646.875000 Penalty: 2990.979248
	Iteration 8F: 3 clusters Score -914646.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -915111.000000 Penalty: 2990.979248
	Iteration 9F: 3 clusters Score -915111 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -915561.375000 Penalty: 2990.979248
	Iteration 10Q: 3 clusters Score -915561.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -915876.562500 Penalty: 2990.979248
	Iteration 11Q: 3 clusters Score -915876.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -916083.125000 Penalty: 2990.979248
	Iteration 12Q: 3 clusters Score -916083.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -916192.812500 Penalty: 2990.979248
	Iteration 13Q: 3 clusters Score -916192.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -916251.062500 Penalty: 2990.979248
	Iteration 14Q: 3 clusters Score -916251.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -916285.375000 Penalty: 2990.979248
	Iteration 15Q: 3 clusters Score -916285.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -916303.687500 Penalty: 2990.979248
	Iteration 16Q: 3 clusters Score -916303.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -916309.625000 Penalty: 2990.979248
	Iteration 17Q: 3 clusters Score -916309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -916312.437500 Penalty: 2990.979248
	Iteration 18Q: 3 clusters Score -916312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -916317.125000 Penalty: 2990.979248
	Iteration 19Q: 3 clusters Score -916317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -916320.937500 Penalty: 2990.979248
	Iteration 20F: 3 clusters Score -916320.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -916322.937500 Penalty: 2990.979248
	Iteration 21Q: 3 clusters Score -916322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -916327.375000 Penalty: 2990.979248
	Iteration 22Q: 3 clusters Score -916327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -916327.375000 Penalty: 2990.979248
	Iteration 23F: 3 clusters Score -916327.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Entering Unmasked Estep 
Score: -1125580.500000 Penalty: 1521.984985
	Iteration 0F: 2 clusters Score -1125580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1117314.750000 Penalty: 3043.969971
	Iteration 0F: 3 clusters Score -1117315 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1120129.875000 Penalty: 3043.969971
	Iteration 1F: 3 clusters Score -1120130 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1120424.625000 Penalty: 3043.969971
	Iteration 2F: 3 clusters Score -1120425 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1120671.500000 Penalty: 3043.969971
	Iteration 3Q: 3 clusters Score -1120672 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1120902.250000 Penalty: 3043.969971
	Iteration 4Q: 3 clusters Score -1120902 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1121156.750000 Penalty: 3043.969971
	Iteration 5Q: 3 clusters Score -1121157 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1121403.500000 Penalty: 3043.969971
	Iteration 6Q: 3 clusters Score -1121404 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1121696.750000 Penalty: 3043.969971
	Iteration 7Q: 3 clusters Score -1121697 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1122051.125000 Penalty: 3043.969971
	Iteration 8Q: 3 clusters Score -1122051 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1122430.625000 Penalty: 3043.969971
	Iteration 9Q: 3 clusters Score -1122431 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1122758.750000 Penalty: 3043.969971
	Iteration 10Q: 3 clusters Score -1122759 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1123055.875000 Penalty: 3043.969971
	Iteration 11Q: 3 clusters Score -1123056 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1123338.875000 Penalty: 3043.969971
	Iteration 12Q: 3 clusters Score -1123339 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1123578.250000 Penalty: 3043.969971
	Iteration 13Q: 3 clusters Score -1123578 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1123745.875000 Penalty: 3043.969971
	Iteration 14Q: 3 clusters Score -1123746 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1123855.750000 Penalty: 3043.969971
	Iteration 15Q: 3 clusters Score -1123856 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1123952.500000 Penalty: 3043.969971
	Iteration 16Q: 3 clusters Score -1123952 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1124023.625000 Penalty: 3043.969971
	Iteration 17Q: 3 clusters Score -1124024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1124080.125000 Penalty: 3043.969971
	Iteration 18Q: 3 clusters Score -1124080 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1124118.125000 Penalty: 3043.969971
	Iteration 19Q: 3 clusters Score -1124118 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1124158.500000 Penalty: 3043.969971
	Iteration 20F: 3 clusters Score -1124158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1124189.750000 Penalty: 3043.969971
	Iteration 21Q: 3 clusters Score -1124190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1124216.625000 Penalty: 3043.969971
	Iteration 22Q: 3 clusters Score -1124217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1124244.750000 Penalty: 3043.969971
	Iteration 23Q: 3 clusters Score -1124245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1124266.625000 Penalty: 3043.969971
	Iteration 24Q: 3 clusters Score -1124267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1124279.375000 Penalty: 3043.969971
	Iteration 25Q: 3 clusters Score -1124279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -1124294.875000 Penalty: 3043.969971
	Iteration 26Q: 3 clusters Score -1124295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1124306.250000 Penalty: 3043.969971
	Iteration 27Q: 3 clusters Score -1124306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1124316.375000 Penalty: 3043.969971
	Iteration 28Q: 3 clusters Score -1124316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1124329.875000 Penalty: 3043.969971
	Iteration 29Q: 3 clusters Score -1124330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1124344.750000 Penalty: 3043.969971
	Iteration 30Q: 3 clusters Score -1124345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1124353.000000 Penalty: 3043.969971
	Iteration 31Q: 3 clusters Score -1124353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1124355.750000 Penalty: 3043.969971
	Iteration 32Q: 3 clusters Score -1124356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1124359.250000 Penalty: 3043.969971
	Iteration 33Q: 3 clusters Score -1124359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1124361.750000 Penalty: 3043.969971
	Iteration 34Q: 3 clusters Score -1124362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1124362.625000 Penalty: 3043.969971
	Iteration 35Q: 3 clusters Score -1124363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1124367.875000 Penalty: 3043.969971
	Iteration 36Q: 3 clusters Score -1124368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1124372.000000 Penalty: 3043.969971
	Iteration 37Q: 3 clusters Score -1124372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1124375.500000 Penalty: 3043.969971
	Iteration 38Q: 3 clusters Score -1124376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1124377.375000 Penalty: 3043.969971
	Iteration 39Q: 3 clusters Score -1124377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1124378.750000 Penalty: 3043.969971
	Iteration 40F: 3 clusters Score -1124379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1124379.000000 Penalty: 3043.969971
	Iteration 41Q: 3 clusters Score -1124379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1124381.250000 Penalty: 3043.969971
	Iteration 42Q: 3 clusters Score -1124381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1124381.250000 Penalty: 3043.969971
	Iteration 43F: 3 clusters Score -1124381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Entering Unmasked Estep 
Score: -581295.062500 Penalty: 1414.508545
	Iteration 0F: 2 clusters Score -581295.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -576622.625000 Penalty: 2829.017090
	Iteration 0F: 3 clusters Score -576622.6 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -577964.000000 Penalty: 2829.017090
	Iteration 1F: 3 clusters Score -577964 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -578155.562500 Penalty: 2829.017090
	Iteration 2F: 3 clusters Score -578155.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -578290.250000 Penalty: 2829.017090
	Iteration 3F: 3 clusters Score -578290.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -578393.875000 Penalty: 2829.017090
	Iteration 4Q: 3 clusters Score -578393.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -578477.125000 Penalty: 2829.017090
	Iteration 5Q: 3 clusters Score -578477.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -578542.437500 Penalty: 2829.017090
	Iteration 6Q: 3 clusters Score -578542.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -578596.937500 Penalty: 2829.017090
	Iteration 7Q: 3 clusters Score -578596.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -578661.062500 Penalty: 2829.017090
	Iteration 8Q: 3 clusters Score -578661.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -578722.562500 Penalty: 2829.017090
	Iteration 9Q: 3 clusters Score -578722.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -578786.125000 Penalty: 2829.017090
	Iteration 10Q: 3 clusters Score -578786.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -578847.312500 Penalty: 2829.017090
	Iteration 11Q: 3 clusters Score -578847.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -578927.000000 Penalty: 2829.017090
	Iteration 12Q: 3 clusters Score -578927 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -579010.625000 Penalty: 2829.017090
	Iteration 13Q: 3 clusters Score -579010.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -579083.437500 Penalty: 2829.017090
	Iteration 14Q: 3 clusters Score -579083.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -579145.750000 Penalty: 2829.017090
	Iteration 15Q: 3 clusters Score -579145.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -579201.250000 Penalty: 2829.017090
	Iteration 16Q: 3 clusters Score -579201.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -579263.250000 Penalty: 2829.017090
	Iteration 17Q: 3 clusters Score -579263.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -579326.250000 Penalty: 2829.017090
	Iteration 18Q: 3 clusters Score -579326.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -579377.375000 Penalty: 2829.017090
	Iteration 19Q: 3 clusters Score -579377.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -579426.437500 Penalty: 2829.017090
	Iteration 20F: 3 clusters Score -579426.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -579473.750000 Penalty: 2829.017090
	Iteration 21Q: 3 clusters Score -579473.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -579517.000000 Penalty: 2829.017090
	Iteration 22Q: 3 clusters Score -579517 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -579552.750000 Penalty: 2829.017090
	Iteration 23Q: 3 clusters Score -579552.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -579586.187500 Penalty: 2829.017090
	Iteration 24Q: 3 clusters Score -579586.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -579611.500000 Penalty: 2829.017090
	Iteration 25Q: 3 clusters Score -579611.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -579629.750000 Penalty: 2829.017090
	Iteration 26Q: 3 clusters Score -579629.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -579642.937500 Penalty: 2829.017090
	Iteration 27Q: 3 clusters Score -579642.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -579648.187500 Penalty: 2829.017090
	Iteration 28Q: 3 clusters Score -579648.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -579655.000000 Penalty: 2829.017090
	Iteration 29Q: 3 clusters Score -579655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -579661.000000 Penalty: 2829.017090
	Iteration 30Q: 3 clusters Score -579661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -579665.812500 Penalty: 2829.017090
	Iteration 31Q: 3 clusters Score -579665.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -579672.375000 Penalty: 2829.017090
	Iteration 32Q: 3 clusters Score -579672.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -579672.937500 Penalty: 2829.017090
	Iteration 33Q: 3 clusters Score -579672.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -579673.750000 Penalty: 2829.017090
	Iteration 34Q: 3 clusters Score -579673.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -579673.625000 Penalty: 2829.017090
	Iteration 35Q: 3 clusters Score -579673.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -579676.812500 Penalty: 2829.017090
	Iteration 36Q: 3 clusters Score -579676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -579677.250000 Penalty: 2829.017090
	Iteration 37Q: 3 clusters Score -579677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -579679.375000 Penalty: 2829.017090
	Iteration 38Q: 3 clusters Score -579679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -579680.687500 Penalty: 2829.017090
	Iteration 39Q: 3 clusters Score -579680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -579681.562500 Penalty: 2829.017090
	Iteration 40F: 3 clusters Score -579681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -579682.312500 Penalty: 2829.017090
	Iteration 41Q: 3 clusters Score -579682.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -579683.875000 Penalty: 2829.017090
	Iteration 42Q: 3 clusters Score -579683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -579685.062500 Penalty: 2829.017090
	Iteration 43Q: 3 clusters Score -579685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -579685.437500 Penalty: 2829.017090
	Iteration 44Q: 3 clusters Score -579685.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -579686.687500 Penalty: 2829.017090
	Iteration 45Q: 3 clusters Score -579686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -579686.312500 Penalty: 2829.017090
	Iteration 46Q: 3 clusters Score -579686.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -579686.000000 Penalty: 2829.017090
	Iteration 47Q: 3 clusters Score -579686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -579686.312500 Penalty: 2829.017090
	Iteration 48Q: 3 clusters Score -579686.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -579687.312500 Penalty: 2829.017090
	Iteration 49Q: 3 clusters Score -579687.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -579687.937500 Penalty: 2829.017090
	Iteration 50Q: 3 clusters Score -579687.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -579690.312500 Penalty: 2829.017090
	Iteration 51Q: 3 clusters Score -579690.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -579690.375000 Penalty: 2829.017090
	Iteration 52Q: 3 clusters Score -579690.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -579691.562500 Penalty: 2829.017090
	Iteration 53Q: 3 clusters Score -579691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -579692.812500 Penalty: 2829.017090
	Iteration 54Q: 3 clusters Score -579692.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -579694.125000 Penalty: 2829.017090
	Iteration 55Q: 3 clusters Score -579694.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -579694.750000 Penalty: 2829.017090
	Iteration 56Q: 3 clusters Score -579694.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -579695.500000 Penalty: 2829.017090
	Iteration 57Q: 3 clusters Score -579695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -579696.687500 Penalty: 2829.017090
	Iteration 58Q: 3 clusters Score -579696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -579696.375000 Penalty: 2829.017090
	Iteration 59Q: 3 clusters Score -579696.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -579696.375000 Penalty: 2829.017090
	Iteration 60F: 3 clusters Score -579696.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Entering Unmasked Estep 
Score: -797446.000000 Penalty: 1477.048340
	Iteration 0F: 2 clusters Score -797446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -791002.187500 Penalty: 2954.096680
	Iteration 0F: 3 clusters Score -791002.2 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -793131.687500 Penalty: 2954.096680
	Iteration 1F: 3 clusters Score -793131.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -793512.500000 Penalty: 2954.096680
	Iteration 2F: 3 clusters Score -793512.5 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -793965.625000 Penalty: 2954.096680
	Iteration 3F: 3 clusters Score -793965.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -794478.937500 Penalty: 2954.096680
	Iteration 4F: 3 clusters Score -794478.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -795089.000000 Penalty: 2954.096680
	Iteration 5F: 3 clusters Score -795089 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -795718.000000 Penalty: 2954.096680
	Iteration 6F: 3 clusters Score -795718 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -796207.812500 Penalty: 2954.096680
	Iteration 7Q: 3 clusters Score -796207.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -796580.500000 Penalty: 2954.096680
	Iteration 8Q: 3 clusters Score -796580.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -796789.187500 Penalty: 2954.096680
	Iteration 9Q: 3 clusters Score -796789.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -796906.937500 Penalty: 2954.096680
	Iteration 10Q: 3 clusters Score -796906.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -796994.812500 Penalty: 2954.096680
	Iteration 11Q: 3 clusters Score -796994.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -797073.812500 Penalty: 2954.096680
	Iteration 12Q: 3 clusters Score -797073.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -797158.625000 Penalty: 2954.096680
	Iteration 13Q: 3 clusters Score -797158.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -797215.437500 Penalty: 2954.096680
	Iteration 14Q: 3 clusters Score -797215.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -797246.125000 Penalty: 2954.096680
	Iteration 15Q: 3 clusters Score -797246.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -797264.250000 Penalty: 2954.096680
	Iteration 16Q: 3 clusters Score -797264.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -797277.250000 Penalty: 2954.096680
	Iteration 17Q: 3 clusters Score -797277.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -797283.187500 Penalty: 2954.096680
	Iteration 18Q: 3 clusters Score -797283.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -797290.187500 Penalty: 2954.096680
	Iteration 19Q: 3 clusters Score -797290.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -797296.812500 Penalty: 2954.096680
	Iteration 20F: 3 clusters Score -797296.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -797304.625000 Penalty: 2954.096680
	Iteration 21Q: 3 clusters Score -797304.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -797313.625000 Penalty: 2954.096680
	Iteration 22Q: 3 clusters Score -797313.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -797329.625000 Penalty: 2954.096680
	Iteration 23Q: 3 clusters Score -797329.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -797332.875000 Penalty: 2954.096680
	Iteration 24Q: 3 clusters Score -797332.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -797342.687500 Penalty: 2954.096680
	Iteration 25Q: 3 clusters Score -797342.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -797358.500000 Penalty: 2954.096680
	Iteration 26Q: 3 clusters Score -797358.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -797367.687500 Penalty: 2954.096680
	Iteration 27Q: 3 clusters Score -797367.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -797374.375000 Penalty: 2954.096680
	Iteration 28Q: 3 clusters Score -797374.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -797380.750000 Penalty: 2954.096680
	Iteration 29Q: 3 clusters Score -797380.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -797384.812500 Penalty: 2954.096680
	Iteration 30Q: 3 clusters Score -797384.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -797389.000000 Penalty: 2954.096680
	Iteration 31Q: 3 clusters Score -797389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -797391.750000 Penalty: 2954.096680
	Iteration 32Q: 3 clusters Score -797391.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -797393.000000 Penalty: 2954.096680
	Iteration 33Q: 3 clusters Score -797393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -797396.500000 Penalty: 2954.096680
	Iteration 34Q: 3 clusters Score -797396.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -797396.375000 Penalty: 2954.096680
	Iteration 35Q: 3 clusters Score -797396.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -797399.875000 Penalty: 2954.096680
	Iteration 36Q: 3 clusters Score -797399.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -797403.375000 Penalty: 2954.096680
	Iteration 37Q: 3 clusters Score -797403.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -797406.875000 Penalty: 2954.096680
	Iteration 38Q: 3 clusters Score -797406.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -797411.937500 Penalty: 2954.096680
	Iteration 39Q: 3 clusters Score -797411.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -797413.062500 Penalty: 2954.096680
	Iteration 40F: 3 clusters Score -797413.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -797415.375000 Penalty: 2954.096680
	Iteration 41Q: 3 clusters Score -797415.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -797417.625000 Penalty: 2954.096680
	Iteration 42Q: 3 clusters Score -797417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -797418.250000 Penalty: 2954.096680
	Iteration 43Q: 3 clusters Score -797418.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -797419.500000 Penalty: 2954.096680
	Iteration 44Q: 3 clusters Score -797419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -797421.687500 Penalty: 2954.096680
	Iteration 45Q: 3 clusters Score -797421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -797420.750000 Penalty: 2954.096680
	Iteration 46Q: 3 clusters Score -797420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -797423.375000 Penalty: 2954.096680
	Iteration 47Q: 3 clusters Score -797423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -797424.937500 Penalty: 2954.096680
	Iteration 48Q: 3 clusters Score -797424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -797425.375000 Penalty: 2954.096680
	Iteration 49Q: 3 clusters Score -797425.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -797425.500000 Penalty: 2954.096680
	Iteration 50Q: 3 clusters Score -797425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -797425.250000 Penalty: 2954.096680
	Iteration 51Q: 3 clusters Score -797425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -797425.312500 Penalty: 2954.096680
	Iteration 52Q: 3 clusters Score -797425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -797426.000000 Penalty: 2954.096680
	Iteration 53Q: 3 clusters Score -797426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -797425.187500 Penalty: 2954.096680
	Iteration 54Q: 3 clusters Score -797425.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -797425.187500 Penalty: 2954.096680
	Iteration 55F: 3 clusters Score -797425.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Entering Unmasked Estep 
Score: -563182.625000 Penalty: 1422.422852
	Iteration 0F: 2 clusters Score -563182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -558343.375000 Penalty: 2844.845703
	Iteration 0F: 3 clusters Score -558343.4 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -559707.687500 Penalty: 2844.845703
	Iteration 1F: 3 clusters Score -559707.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -559923.500000 Penalty: 2844.845703
	Iteration 2F: 3 clusters Score -559923.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -560127.375000 Penalty: 2844.845703
	Iteration 3F: 3 clusters Score -560127.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -560336.437500 Penalty: 2844.845703
	Iteration 4F: 3 clusters Score -560336.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -560563.500000 Penalty: 2844.845703
	Iteration 5Q: 3 clusters Score -560563.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -560833.875000 Penalty: 2844.845703
	Iteration 6F: 3 clusters Score -560833.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -561117.875000 Penalty: 2844.845703
	Iteration 7F: 3 clusters Score -561117.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -561416.875000 Penalty: 2844.845703
	Iteration 8F: 3 clusters Score -561416.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -561748.250000 Penalty: 2844.845703
	Iteration 9F: 3 clusters Score -561748.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -562097.125000 Penalty: 2844.845703
	Iteration 10F: 3 clusters Score -562097.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -562357.750000 Penalty: 2844.845703
	Iteration 11Q: 3 clusters Score -562357.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -562522.062500 Penalty: 2844.845703
	Iteration 12Q: 3 clusters Score -562522.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -562651.875000 Penalty: 2844.845703
	Iteration 13Q: 3 clusters Score -562651.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -562757.562500 Penalty: 2844.845703
	Iteration 14Q: 3 clusters Score -562757.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -562845.312500 Penalty: 2844.845703
	Iteration 15Q: 3 clusters Score -562845.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -562922.875000 Penalty: 2844.845703
	Iteration 16Q: 3 clusters Score -562922.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -562962.000000 Penalty: 2844.845703
	Iteration 17Q: 3 clusters Score -562962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -562994.125000 Penalty: 2844.845703
	Iteration 18Q: 3 clusters Score -562994.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -563024.500000 Penalty: 2844.845703
	Iteration 19Q: 3 clusters Score -563024.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -563048.500000 Penalty: 2844.845703
	Iteration 20F: 3 clusters Score -563048.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -563069.500000 Penalty: 2844.845703
	Iteration 21Q: 3 clusters Score -563069.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -563080.375000 Penalty: 2844.845703
	Iteration 22Q: 3 clusters Score -563080.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -563087.062500 Penalty: 2844.845703
	Iteration 23Q: 3 clusters Score -563087.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -563096.000000 Penalty: 2844.845703
	Iteration 24Q: 3 clusters Score -563096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -563098.937500 Penalty: 2844.845703
	Iteration 25Q: 3 clusters Score -563098.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -563105.437500 Penalty: 2844.845703
	Iteration 26Q: 3 clusters Score -563105.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -563105.812500 Penalty: 2844.845703
	Iteration 27Q: 3 clusters Score -563105.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -563107.000000 Penalty: 2844.845703
	Iteration 28Q: 3 clusters Score -563107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -563107.000000 Penalty: 2844.845703
	Iteration 29Q: 3 clusters Score -563107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -563107.812500 Penalty: 2844.845703
	Iteration 30Q: 3 clusters Score -563107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -563109.187500 Penalty: 2844.845703
	Iteration 31Q: 3 clusters Score -563109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -563108.562500 Penalty: 2844.845703
	Iteration 32Q: 3 clusters Score -563108.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -563108.062500 Penalty: 2844.845703
	Iteration 33Q: 3 clusters Score -563108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -563108.062500 Penalty: 2844.845703
	Iteration 34F: 3 clusters Score -563108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Entering Unmasked Estep 
Score: -444650.937500 Penalty: 1390.135742
	Iteration 0F: 2 clusters Score -444650.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -440571.000000 Penalty: 2780.271484
	Iteration 0F: 3 clusters Score -440571 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -441798.656250 Penalty: 2780.271484
	Iteration 1F: 3 clusters Score -441798.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -442045.750000 Penalty: 2780.271484
	Iteration 2F: 3 clusters Score -442045.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -442249.000000 Penalty: 2780.271484
	Iteration 3F: 3 clusters Score -442249 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -442457.468750 Penalty: 2780.271484
	Iteration 4F: 3 clusters Score -442457.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -442684.437500 Penalty: 2780.271484
	Iteration 5F: 3 clusters Score -442684.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -442910.718750 Penalty: 2780.271484
	Iteration 6F: 3 clusters Score -442910.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -443137.625000 Penalty: 2780.271484
	Iteration 7F: 3 clusters Score -443137.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -443334.687500 Penalty: 2780.271484
	Iteration 8Q: 3 clusters Score -443334.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -443487.656250 Penalty: 2780.271484
	Iteration 9Q: 3 clusters Score -443487.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -443605.312500 Penalty: 2780.271484
	Iteration 10Q: 3 clusters Score -443605.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -443691.468750 Penalty: 2780.271484
	Iteration 11Q: 3 clusters Score -443691.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -443763.781250 Penalty: 2780.271484
	Iteration 12Q: 3 clusters Score -443763.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -443819.906250 Penalty: 2780.271484
	Iteration 13Q: 3 clusters Score -443819.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -443872.625000 Penalty: 2780.271484
	Iteration 14Q: 3 clusters Score -443872.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -443910.437500 Penalty: 2780.271484
	Iteration 15Q: 3 clusters Score -443910.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -443937.000000 Penalty: 2780.271484
	Iteration 16Q: 3 clusters Score -443937 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -443967.625000 Penalty: 2780.271484
	Iteration 17Q: 3 clusters Score -443967.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -443991.000000 Penalty: 2780.271484
	Iteration 18Q: 3 clusters Score -443991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -444015.437500 Penalty: 2780.271484
	Iteration 19Q: 3 clusters Score -444015.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -444036.468750 Penalty: 2780.271484
	Iteration 20F: 3 clusters Score -444036.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -444056.500000 Penalty: 2780.271484
	Iteration 21Q: 3 clusters Score -444056.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -444075.218750 Penalty: 2780.271484
	Iteration 22Q: 3 clusters Score -444075.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -444090.562500 Penalty: 2780.271484
	Iteration 23Q: 3 clusters Score -444090.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -444107.968750 Penalty: 2780.271484
	Iteration 24Q: 3 clusters Score -444108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -444121.062500 Penalty: 2780.271484
	Iteration 25Q: 3 clusters Score -444121.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -444130.093750 Penalty: 2780.271484
	Iteration 26Q: 3 clusters Score -444130.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -444138.843750 Penalty: 2780.271484
	Iteration 27Q: 3 clusters Score -444138.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -444146.843750 Penalty: 2780.271484
	Iteration 28Q: 3 clusters Score -444146.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -444149.625000 Penalty: 2780.271484
	Iteration 29Q: 3 clusters Score -444149.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -444154.875000 Penalty: 2780.271484
	Iteration 30Q: 3 clusters Score -444154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -444157.625000 Penalty: 2780.271484
	Iteration 31Q: 3 clusters Score -444157.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -444159.468750 Penalty: 2780.271484
	Iteration 32Q: 3 clusters Score -444159.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -444160.375000 Penalty: 2780.271484
	Iteration 33Q: 3 clusters Score -444160.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -444162.062500 Penalty: 2780.271484
	Iteration 34Q: 3 clusters Score -444162.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -444164.281250 Penalty: 2780.271484
	Iteration 35Q: 3 clusters Score -444164.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -444166.218750 Penalty: 2780.271484
	Iteration 36Q: 3 clusters Score -444166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -444166.000000 Penalty: 2780.271484
	Iteration 37Q: 3 clusters Score -444166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -444168.281250 Penalty: 2780.271484
	Iteration 38Q: 3 clusters Score -444168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -444166.875000 Penalty: 2780.271484
	Iteration 39Q: 3 clusters Score -444166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -444171.812500 Penalty: 2780.271484
	Iteration 40F: 3 clusters Score -444171.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -444177.531250 Penalty: 2780.271484
	Iteration 41Q: 3 clusters Score -444177.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -444180.812500 Penalty: 2780.271484
	Iteration 42Q: 3 clusters Score -444180.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -444183.406250 Penalty: 2780.271484
	Iteration 43Q: 3 clusters Score -444183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -444187.875000 Penalty: 2780.271484
	Iteration 44Q: 3 clusters Score -444187.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -444191.125000 Penalty: 2780.271484
	Iteration 45Q: 3 clusters Score -444191.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -444193.625000 Penalty: 2780.271484
	Iteration 46Q: 3 clusters Score -444193.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -444197.031250 Penalty: 2780.271484
	Iteration 47Q: 3 clusters Score -444197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -444202.375000 Penalty: 2780.271484
	Iteration 48Q: 3 clusters Score -444202.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -444208.218750 Penalty: 2780.271484
	Iteration 49Q: 3 clusters Score -444208.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -444212.718750 Penalty: 2780.271484
	Iteration 50Q: 3 clusters Score -444212.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -444217.562500 Penalty: 2780.271484
	Iteration 51Q: 3 clusters Score -444217.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -444221.093750 Penalty: 2780.271484
	Iteration 52Q: 3 clusters Score -444221.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -444225.187500 Penalty: 2780.271484
	Iteration 53Q: 3 clusters Score -444225.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -444228.125000 Penalty: 2780.271484
	Iteration 54Q: 3 clusters Score -444228.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -444232.531250 Penalty: 2780.271484
	Iteration 55Q: 3 clusters Score -444232.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -444238.906250 Penalty: 2780.271484
	Iteration 56Q: 3 clusters Score -444238.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -444242.968750 Penalty: 2780.271484
	Iteration 57Q: 3 clusters Score -444243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -444245.906250 Penalty: 2780.271484
	Iteration 58Q: 3 clusters Score -444245.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -444248.250000 Penalty: 2780.271484
	Iteration 59Q: 3 clusters Score -444248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -444249.843750 Penalty: 2780.271484
	Iteration 60F: 3 clusters Score -444249.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -444252.218750 Penalty: 2780.271484
	Iteration 61Q: 3 clusters Score -444252.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -444253.562500 Penalty: 2780.271484
	Iteration 62Q: 3 clusters Score -444253.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -444255.812500 Penalty: 2780.271484
	Iteration 63Q: 3 clusters Score -444255.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -444257.937500 Penalty: 2780.271484
	Iteration 64Q: 3 clusters Score -444257.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -444259.031250 Penalty: 2780.271484
	Iteration 65Q: 3 clusters Score -444259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -444261.656250 Penalty: 2780.271484
	Iteration 66Q: 3 clusters Score -444261.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -444264.843750 Penalty: 2780.271484
	Iteration 67Q: 3 clusters Score -444264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -444265.593750 Penalty: 2780.271484
	Iteration 68Q: 3 clusters Score -444265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -444267.406250 Penalty: 2780.271484
	Iteration 69Q: 3 clusters Score -444267.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -444270.000000 Penalty: 2780.271484
	Iteration 70Q: 3 clusters Score -444270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -444271.937500 Penalty: 2780.271484
	Iteration 71Q: 3 clusters Score -444271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -444273.656250 Penalty: 2780.271484
	Iteration 72Q: 3 clusters Score -444273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -444275.375000 Penalty: 2780.271484
	Iteration 73Q: 3 clusters Score -444275.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -444275.218750 Penalty: 2780.271484
	Iteration 74Q: 3 clusters Score -444275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -444275.218750 Penalty: 2780.271484
	Iteration 75Q: 3 clusters Score -444275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -444276.062500 Penalty: 2780.271484
	Iteration 76Q: 3 clusters Score -444276.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -444277.750000 Penalty: 2780.271484
	Iteration 77Q: 3 clusters Score -444277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -444278.656250 Penalty: 2780.271484
	Iteration 78Q: 3 clusters Score -444278.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -444279.500000 Penalty: 2780.271484
	Iteration 79Q: 3 clusters Score -444279.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -444282.125000 Penalty: 2780.271484
	Iteration 80F: 3 clusters Score -444282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -444283.000000 Penalty: 2780.271484
	Iteration 81Q: 3 clusters Score -444283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -444284.218750 Penalty: 2780.271484
	Iteration 82Q: 3 clusters Score -444284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -444283.718750 Penalty: 2780.271484
	Iteration 83Q: 3 clusters Score -444283.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -444285.000000 Penalty: 2780.271484
	Iteration 84Q: 3 clusters Score -444285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -444284.875000 Penalty: 2780.271484
	Iteration 85Q: 3 clusters Score -444284.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -444284.875000 Penalty: 2780.271484
	Iteration 86F: 3 clusters Score -444284.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -269659.406250 Penalty: 1291.497803
	Iteration 0F: 2 clusters Score -269659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -267044.906250 Penalty: 2582.995605
	Iteration 0F: 3 clusters Score -267044.9 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -267634.593750 Penalty: 2582.995605
	Iteration 1F: 3 clusters Score -267634.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -267784.187500 Penalty: 2582.995605
	Iteration 2F: 3 clusters Score -267784.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -267861.125000 Penalty: 2582.995605
	Iteration 3F: 3 clusters Score -267861.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -267904.531250 Penalty: 2582.995605
	Iteration 4Q: 3 clusters Score -267904.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -267934.093750 Penalty: 2582.995605
	Iteration 5Q: 3 clusters Score -267934.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -267963.625000 Penalty: 2582.995605
	Iteration 6Q: 3 clusters Score -267963.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -267991.500000 Penalty: 2582.995605
	Iteration 7Q: 3 clusters Score -267991.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -268006.687500 Penalty: 2582.995605
	Iteration 8Q: 3 clusters Score -268006.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -268016.343750 Penalty: 2582.995605
	Iteration 9Q: 3 clusters Score -268016.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -268028.312500 Penalty: 2582.995605
	Iteration 10Q: 3 clusters Score -268028.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -268039.343750 Penalty: 2582.995605
	Iteration 11Q: 3 clusters Score -268039.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -268054.156250 Penalty: 2582.995605
	Iteration 12Q: 3 clusters Score -268054.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -268064.125000 Penalty: 2582.995605
	Iteration 13Q: 3 clusters Score -268064.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -268071.968750 Penalty: 2582.995605
	Iteration 14Q: 3 clusters Score -268072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -268086.562500 Penalty: 2582.995605
	Iteration 15Q: 3 clusters Score -268086.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -268097.406250 Penalty: 2582.995605
	Iteration 16Q: 3 clusters Score -268097.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -268107.156250 Penalty: 2582.995605
	Iteration 17Q: 3 clusters Score -268107.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -268113.562500 Penalty: 2582.995605
	Iteration 18Q: 3 clusters Score -268113.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -268118.687500 Penalty: 2582.995605
	Iteration 19Q: 3 clusters Score -268118.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -268127.531250 Penalty: 2582.995605
	Iteration 20F: 3 clusters Score -268127.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -268137.312500 Penalty: 2582.995605
	Iteration 21Q: 3 clusters Score -268137.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -268143.062500 Penalty: 2582.995605
	Iteration 22Q: 3 clusters Score -268143.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -268148.906250 Penalty: 2582.995605
	Iteration 23Q: 3 clusters Score -268148.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -268155.437500 Penalty: 2582.995605
	Iteration 24Q: 3 clusters Score -268155.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -268162.000000 Penalty: 2582.995605
	Iteration 25Q: 3 clusters Score -268162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -268168.125000 Penalty: 2582.995605
	Iteration 26Q: 3 clusters Score -268168.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -268171.218750 Penalty: 2582.995605
	Iteration 27Q: 3 clusters Score -268171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -268174.437500 Penalty: 2582.995605
	Iteration 28Q: 3 clusters Score -268174.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -268178.875000 Penalty: 2582.995605
	Iteration 29Q: 3 clusters Score -268178.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -268191.218750 Penalty: 2582.995605
	Iteration 30Q: 3 clusters Score -268191.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -268200.250000 Penalty: 2582.995605
	Iteration 31Q: 3 clusters Score -268200.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -268207.187500 Penalty: 2582.995605
	Iteration 32Q: 3 clusters Score -268207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -268212.687500 Penalty: 2582.995605
	Iteration 33Q: 3 clusters Score -268212.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -268218.812500 Penalty: 2582.995605
	Iteration 34Q: 3 clusters Score -268218.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -268225.375000 Penalty: 2582.995605
	Iteration 35Q: 3 clusters Score -268225.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -268229.750000 Penalty: 2582.995605
	Iteration 36Q: 3 clusters Score -268229.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -268232.937500 Penalty: 2582.995605
	Iteration 37Q: 3 clusters Score -268232.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -268234.593750 Penalty: 2582.995605
	Iteration 38Q: 3 clusters Score -268234.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -268236.781250 Penalty: 2582.995605
	Iteration 39Q: 3 clusters Score -268236.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -268240.531250 Penalty: 2582.995605
	Iteration 40F: 3 clusters Score -268240.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -268244.781250 Penalty: 2582.995605
	Iteration 41Q: 3 clusters Score -268244.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -268249.093750 Penalty: 2582.995605
	Iteration 42Q: 3 clusters Score -268249.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -268253.687500 Penalty: 2582.995605
	Iteration 43Q: 3 clusters Score -268253.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -268260.187500 Penalty: 2582.995605
	Iteration 44Q: 3 clusters Score -268260.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -268271.562500 Penalty: 2582.995605
	Iteration 45Q: 3 clusters Score -268271.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -268285.468750 Penalty: 2582.995605
	Iteration 46Q: 3 clusters Score -268285.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -268296.562500 Penalty: 2582.995605
	Iteration 47Q: 3 clusters Score -268296.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -268305.625000 Penalty: 2582.995605
	Iteration 48Q: 3 clusters Score -268305.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -268316.375000 Penalty: 2582.995605
	Iteration 49Q: 3 clusters Score -268316.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -268326.750000 Penalty: 2582.995605
	Iteration 50Q: 3 clusters Score -268326.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -268338.593750 Penalty: 2582.995605
	Iteration 51Q: 3 clusters Score -268338.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -268351.531250 Penalty: 2582.995605
	Iteration 52Q: 3 clusters Score -268351.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -268359.000000 Penalty: 2582.995605
	Iteration 53Q: 3 clusters Score -268359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -268373.531250 Penalty: 2582.995605
	Iteration 54Q: 3 clusters Score -268373.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -268384.406250 Penalty: 2582.995605
	Iteration 55Q: 3 clusters Score -268384.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -268395.750000 Penalty: 2582.995605
	Iteration 56Q: 3 clusters Score -268395.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -268406.843750 Penalty: 2582.995605
	Iteration 57Q: 3 clusters Score -268406.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -268416.093750 Penalty: 2582.995605
	Iteration 58Q: 3 clusters Score -268416.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -268427.156250 Penalty: 2582.995605
	Iteration 59Q: 3 clusters Score -268427.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -268433.500000 Penalty: 2582.995605
	Iteration 60F: 3 clusters Score -268433.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -268441.562500 Penalty: 2582.995605
	Iteration 61Q: 3 clusters Score -268441.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -268448.750000 Penalty: 2582.995605
	Iteration 62Q: 3 clusters Score -268448.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -268454.375000 Penalty: 2582.995605
	Iteration 63Q: 3 clusters Score -268454.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -268460.093750 Penalty: 2582.995605
	Iteration 64Q: 3 clusters Score -268460.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -268463.625000 Penalty: 2582.995605
	Iteration 65Q: 3 clusters Score -268463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -268465.593750 Penalty: 2582.995605
	Iteration 66Q: 3 clusters Score -268465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -268467.687500 Penalty: 2582.995605
	Iteration 67Q: 3 clusters Score -268467.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -268469.343750 Penalty: 2582.995605
	Iteration 68Q: 3 clusters Score -268469.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -268472.750000 Penalty: 2582.995605
	Iteration 69Q: 3 clusters Score -268472.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -268477.312500 Penalty: 2582.995605
	Iteration 70Q: 3 clusters Score -268477.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -268483.187500 Penalty: 2582.995605
	Iteration 71Q: 3 clusters Score -268483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -268487.250000 Penalty: 2582.995605
	Iteration 72Q: 3 clusters Score -268487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -268489.000000 Penalty: 2582.995605
	Iteration 73Q: 3 clusters Score -268489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -268490.343750 Penalty: 2582.995605
	Iteration 74Q: 3 clusters Score -268490.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -268495.250000 Penalty: 2582.995605
	Iteration 75Q: 3 clusters Score -268495.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -268498.812500 Penalty: 2582.995605
	Iteration 76Q: 3 clusters Score -268498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -268502.000000 Penalty: 2582.995605
	Iteration 77Q: 3 clusters Score -268502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -268504.406250 Penalty: 2582.995605
	Iteration 78Q: 3 clusters Score -268504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -268506.437500 Penalty: 2582.995605
	Iteration 79Q: 3 clusters Score -268506.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -268506.437500 Penalty: 2582.995605
	Iteration 80F: 3 clusters Score -268506.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -61525.199219 Penalty: 1063.385742
	Iteration 0F: 2 clusters Score -61525.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60303.144531 Penalty: 2126.771484
	Iteration 0F: 3 clusters Score -60303.14 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -60584.812500 Penalty: 2126.771484
	Iteration 1F: 3 clusters Score -60584.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -60700.312500 Penalty: 2126.771484
	Iteration 2F: 3 clusters Score -60700.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -60795.242188 Penalty: 2126.771484
	Iteration 3F: 3 clusters Score -60795.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -60888.464844 Penalty: 2126.771484
	Iteration 4F: 3 clusters Score -60888.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -60960.480469 Penalty: 2126.771484
	Iteration 5Q: 3 clusters Score -60960.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60990.085938 Penalty: 2126.771484
	Iteration 6Q: 3 clusters Score -60990.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -61005.339844 Penalty: 2126.771484
	Iteration 7Q: 3 clusters Score -61005.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -61014.132812 Penalty: 2126.771484
	Iteration 8Q: 3 clusters Score -61014.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -61024.800781 Penalty: 2126.771484
	Iteration 9Q: 3 clusters Score -61024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -61032.441406 Penalty: 2126.771484
	Iteration 10Q: 3 clusters Score -61032.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -61032.441406 Penalty: 2126.771484
	Iteration 11F: 3 clusters Score -61032.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 25436 members 
Mstep: Class 3 contains 12895 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 94481 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4538 members 
Mstep: Class 8 contains 107377 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 78978 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6031 members 
Mstep: Class 17 contains 8862 members 
Mstep: Class 18 contains 6332 members 
Mstep: Class 19 contains 5191 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388868.000000 Penalty: 45213.089844
Iteration 159Q: 22 clusters Score -5.238887e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 25435 members 
Mstep: Class 3 contains 12497 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 94896 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4543 members 
Mstep: Class 8 contains 107375 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 78962 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6032 members 
Mstep: Class 17 contains 8857 members 
Mstep: Class 18 contains 6327 members 
Mstep: Class 19 contains 5193 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388960.000000 Penalty: 45213.089844
Iteration 160F: 22 clusters Score -5.238896e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152686 members 
Mstep: Class 2 contains 25434 members 
Mstep: Class 3 contains 12115 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 95299 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4543 members 
Mstep: Class 8 contains 107375 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 78941 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 6034 members 
Mstep: Class 17 contains 8857 members 
Mstep: Class 18 contains 6322 members 
Mstep: Class 19 contains 5194 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388980.000000 Penalty: 45213.089844
Iteration 161Q: 22 clusters Score -5.238898e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152689 members 
Mstep: Class 2 contains 25432 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 22461 members 
Mstep: Class 5 contains 95710 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4549 members 
Mstep: Class 8 contains 107371 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 78934 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 11683 members 
Mstep: Class 16 contains 6036 members 
Mstep: Class 17 contains 8858 members 
Mstep: Class 18 contains 6311 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389080.000000 Penalty: 45213.089844
Iteration 162Q: 22 clusters Score -5.238908e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152691 members 
Mstep: Class 2 contains 25431 members 
Mstep: Class 3 contains 11304 members 
Mstep: Class 4 contains 22461 members 
Mstep: Class 5 contains 96153 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 107369 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 78913 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 11681 members 
Mstep: Class 16 contains 6038 members 
Mstep: Class 17 contains 8853 members 
Mstep: Class 18 contains 6300 members 
Mstep: Class 19 contains 5199 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389092.000000 Penalty: 45213.089844
Iteration 163Q: 22 clusters Score -5.238909e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152690 members 
Mstep: Class 2 contains 25429 members 
Mstep: Class 3 contains 10902 members 
Mstep: Class 4 contains 22462 members 
Mstep: Class 5 contains 96592 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 107366 members 
Mstep: Class 9 contains 7062 members 
Mstep: Class 10 contains 78879 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 11680 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 8852 members 
Mstep: Class 18 contains 6290 members 
Mstep: Class 19 contains 5201 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389156.000000 Penalty: 45213.089844
Iteration 164Q: 22 clusters Score -5.238916e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152692 members 
Mstep: Class 2 contains 25429 members 
Mstep: Class 3 contains 10517 members 
Mstep: Class 4 contains 22460 members 
Mstep: Class 5 contains 97002 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4577 members 
Mstep: Class 8 contains 107365 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78854 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 11679 members 
Mstep: Class 16 contains 6039 members 
Mstep: Class 17 contains 8840 members 
Mstep: Class 18 contains 6292 members 
Mstep: Class 19 contains 5203 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389224.000000 Penalty: 45213.089844
Iteration 165Q: 22 clusters Score -5.238922e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 25429 members 
Mstep: Class 3 contains 10165 members 
Mstep: Class 4 contains 22458 members 
Mstep: Class 5 contains 97370 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4577 members 
Mstep: Class 8 contains 107370 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78836 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11676 members 
Mstep: Class 16 contains 6038 members 
Mstep: Class 17 contains 8833 members 
Mstep: Class 18 contains 6298 members 
Mstep: Class 19 contains 5205 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389208.000000 Penalty: 45213.089844
Iteration 166Q: 22 clusters Score -5.238921e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152686 members 
Mstep: Class 2 contains 25428 members 
Mstep: Class 3 contains 9844 members 
Mstep: Class 4 contains 22457 members 
Mstep: Class 5 contains 97713 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4582 members 
Mstep: Class 8 contains 107376 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78814 members 
Mstep: Class 11 contains 3187 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11670 members 
Mstep: Class 16 contains 6038 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 6301 members 
Mstep: Class 19 contains 5206 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389212.000000 Penalty: 45213.089844
Iteration 167Q: 22 clusters Score -5.238921e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 25427 members 
Mstep: Class 3 contains 9531 members 
Mstep: Class 4 contains 22453 members 
Mstep: Class 5 contains 98040 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4584 members 
Mstep: Class 8 contains 107384 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 78791 members 
Mstep: Class 11 contains 3189 members 
Mstep: Class 12 contains 2354 members 
Mstep: Class 13 contains 3325 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11667 members 
Mstep: Class 16 contains 6040 members 
Mstep: Class 17 contains 8822 members 
Mstep: Class 18 contains 6309 members 
Mstep: Class 19 contains 5207 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389356.000000 Penalty: 45213.089844
Iteration 168Q: 22 clusters Score -5.238936e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152688 members 
Mstep: Class 2 contains 25427 members 
Mstep: Class 3 contains 9265 members 
Mstep: Class 4 contains 22454 members 
Mstep: Class 5 contains 98328 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4588 members 
Mstep: Class 8 contains 107386 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 78773 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 2352 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11664 members 
Mstep: Class 16 contains 6040 members 
Mstep: Class 17 contains 8821 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389468.000000 Penalty: 45213.089844
Iteration 169Q: 22 clusters Score -5.238947e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152690 members 
Mstep: Class 2 contains 25427 members 
Mstep: Class 3 contains 8998 members 
Mstep: Class 4 contains 22454 members 
Mstep: Class 5 contains 98604 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4588 members 
Mstep: Class 8 contains 107389 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 78764 members 
Mstep: Class 11 contains 3194 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 6042 members 
Mstep: Class 17 contains 8813 members 
Mstep: Class 18 contains 6306 members 
Mstep: Class 19 contains 5204 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389524.000000 Penalty: 45213.089844
Iteration 170Q: 22 clusters Score -5.238952e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 25427 members 
Mstep: Class 3 contains 8748 members 
Mstep: Class 4 contains 22454 members 
Mstep: Class 5 contains 98860 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4587 members 
Mstep: Class 8 contains 107394 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 78749 members 
Mstep: Class 11 contains 3198 members 
Mstep: Class 12 contains 2344 members 
Mstep: Class 13 contains 3326 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 11664 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 8809 members 
Mstep: Class 18 contains 6303 members 
Mstep: Class 19 contains 5208 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389600.000000 Penalty: 45213.089844
Iteration 171Q: 22 clusters Score -5.23896e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25426 members 
Mstep: Class 3 contains 8522 members 
Mstep: Class 4 contains 22454 members 
Mstep: Class 5 contains 99101 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4587 members 
Mstep: Class 8 contains 107391 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78730 members 
Mstep: Class 11 contains 3203 members 
Mstep: Class 12 contains 2337 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 6050 members 
Mstep: Class 17 contains 8802 members 
Mstep: Class 18 contains 6306 members 
Mstep: Class 19 contains 5212 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389728.000000 Penalty: 45213.089844
Iteration 172Q: 22 clusters Score -5.238973e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 25425 members 
Mstep: Class 3 contains 8295 members 
Mstep: Class 4 contains 22454 members 
Mstep: Class 5 contains 99346 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4586 members 
Mstep: Class 8 contains 107395 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78714 members 
Mstep: Class 11 contains 3205 members 
Mstep: Class 12 contains 2334 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 6049 members 
Mstep: Class 17 contains 8794 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 5215 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389732.000000 Penalty: 45213.089844
Iteration 173Q: 22 clusters Score -5.238973e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 25422 members 
Mstep: Class 3 contains 8088 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 99568 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4586 members 
Mstep: Class 8 contains 107395 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78701 members 
Mstep: Class 11 contains 3209 members 
Mstep: Class 12 contains 2333 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 6050 members 
Mstep: Class 17 contains 8787 members 
Mstep: Class 18 contains 6303 members 
Mstep: Class 19 contains 5218 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389760.000000 Penalty: 45213.089844
Iteration 174Q: 22 clusters Score -5.238976e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 25418 members 
Mstep: Class 3 contains 7874 members 
Mstep: Class 4 contains 22456 members 
Mstep: Class 5 contains 99803 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4588 members 
Mstep: Class 8 contains 107395 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78688 members 
Mstep: Class 11 contains 3212 members 
Mstep: Class 12 contains 2331 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 6051 members 
Mstep: Class 17 contains 8787 members 
Mstep: Class 18 contains 6290 members 
Mstep: Class 19 contains 5222 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389788.000000 Penalty: 45213.089844
Iteration 175Q: 22 clusters Score -5.238979e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 25412 members 
Mstep: Class 3 contains 7692 members 
Mstep: Class 4 contains 22456 members 
Mstep: Class 5 contains 100018 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4595 members 
Mstep: Class 8 contains 107401 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78667 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 6054 members 
Mstep: Class 17 contains 8778 members 
Mstep: Class 18 contains 6277 members 
Mstep: Class 19 contains 5227 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52389836.000000 Penalty: 45213.089844
Iteration 176Q: 22 clusters Score -5.238984e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 25411 members 
Mstep: Class 3 contains 7522 members 
Mstep: Class 4 contains 22456 members 
Mstep: Class 5 contains 100220 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4597 members 
Mstep: Class 8 contains 107405 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78646 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 6056 members 
Mstep: Class 17 contains 8771 members 
Mstep: Class 18 contains 6262 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 22 clusters Score -5.238997e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 25407 members 
Mstep: Class 3 contains 7374 members 
Mstep: Class 4 contains 22456 members 
Mstep: Class 5 contains 100391 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4592 members 
Mstep: Class 8 contains 107413 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78635 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 2328 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 6059 members 
Mstep: Class 17 contains 8770 members 
Mstep: Class 18 contains 6251 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
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Iteration 178Q: 22 clusters Score -5.238998e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 25406 members 
Mstep: Class 3 contains 7236 members 
Mstep: Class 4 contains 22457 members 
Mstep: Class 5 contains 100551 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 107418 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78619 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11662 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 8765 members 
Mstep: Class 18 contains 6245 members 
Mstep: Class 19 contains 5228 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 22 clusters Score -5.23901e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25405 members 
Mstep: Class 3 contains 7102 members 
Mstep: Class 4 contains 22457 members 
Mstep: Class 5 contains 100701 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 107422 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78603 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11661 members 
Mstep: Class 16 contains 6065 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 6242 members 
Mstep: Class 19 contains 5231 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390120.000000 Penalty: 45213.089844
Iteration 180F: 22 clusters Score -5.239012e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 25404 members 
Mstep: Class 3 contains 7001 members 
Mstep: Class 4 contains 22457 members 
Mstep: Class 5 contains 100815 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 107426 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 78588 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11661 members 
Mstep: Class 16 contains 6069 members 
Mstep: Class 17 contains 8758 members 
Mstep: Class 18 contains 6236 members 
Mstep: Class 19 contains 5232 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 22 clusters Score -5.239015e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 6893 members 
Mstep: Class 4 contains 22456 members 
Mstep: Class 5 contains 100932 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 107433 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 78572 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 11661 members 
Mstep: Class 16 contains 6073 members 
Mstep: Class 17 contains 8753 members 
Mstep: Class 18 contains 6236 members 
Mstep: Class 19 contains 5234 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 22 clusters Score -5.239014e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 6805 members 
Mstep: Class 4 contains 22456 members 
Mstep: Class 5 contains 101044 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4595 members 
Mstep: Class 8 contains 107438 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 78556 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3330 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 11661 members 
Mstep: Class 16 contains 6076 members 
Mstep: Class 17 contains 8746 members 
Mstep: Class 18 contains 6224 members 
Mstep: Class 19 contains 5236 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390148.000000 Penalty: 45213.089844
Iteration 183Q: 22 clusters Score -5.239015e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 22456 members 
Mstep: Class 5 contains 101144 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 107443 members 
Mstep: Class 9 contains 7056 members 
Mstep: Class 10 contains 78544 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9929 members 
Mstep: Class 15 contains 11662 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8742 members 
Mstep: Class 18 contains 6219 members 
Mstep: Class 19 contains 5238 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390132.000000 Penalty: 45213.089844
Iteration 184Q: 22 clusters Score -5.239013e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 6640 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101237 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 107445 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 78538 members 
Mstep: Class 11 contains 3208 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 11662 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8739 members 
Mstep: Class 18 contains 6211 members 
Mstep: Class 19 contains 5241 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390184.000000 Penalty: 45213.089844
Iteration 185Q: 22 clusters Score -5.239018e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 6576 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101314 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4595 members 
Mstep: Class 8 contains 107448 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78529 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11662 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8738 members 
Mstep: Class 18 contains 6204 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390232.000000 Penalty: 45213.089844
Iteration 186Q: 22 clusters Score -5.239023e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 6518 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101380 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4595 members 
Mstep: Class 8 contains 107450 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78526 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11660 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8738 members 
Mstep: Class 18 contains 6199 members 
Mstep: Class 19 contains 5244 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390240.000000 Penalty: 45213.089844
Iteration 187Q: 22 clusters Score -5.239024e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 6454 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101450 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 107449 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78523 members 
Mstep: Class 11 contains 3209 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11658 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8737 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390260.000000 Penalty: 45213.089844
Iteration 188Q: 22 clusters Score -5.239026e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 6386 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101523 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4597 members 
Mstep: Class 8 contains 107448 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78523 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11657 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8736 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390208.000000 Penalty: 45213.089844
Iteration 189Q: 22 clusters Score -5.239021e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 25404 members 
Mstep: Class 3 contains 6321 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101594 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 107447 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78522 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 2326 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11657 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8735 members 
Mstep: Class 18 contains 6193 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390212.000000 Penalty: 45213.089844
Iteration 190Q: 22 clusters Score -5.239021e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 25404 members 
Mstep: Class 3 contains 6260 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101655 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4599 members 
Mstep: Class 8 contains 107447 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78523 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11657 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8732 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390216.000000 Penalty: 45213.089844
Iteration 191Q: 22 clusters Score -5.239022e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 25404 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101717 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4601 members 
Mstep: Class 8 contains 107447 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78523 members 
Mstep: Class 11 contains 3212 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11657 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8730 members 
Mstep: Class 18 contains 6192 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390228.000000 Penalty: 45213.089844
Iteration 192Q: 22 clusters Score -5.239023e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152697 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101784 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 107445 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78520 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11657 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8730 members 
Mstep: Class 18 contains 6188 members 
Mstep: Class 19 contains 5244 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390252.000000 Penalty: 45213.089844
Iteration 193Q: 22 clusters Score -5.239025e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152697 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 6076 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101859 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 107445 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78514 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11657 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8730 members 
Mstep: Class 18 contains 6188 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390248.000000 Penalty: 45213.089844
Iteration 194Q: 22 clusters Score -5.239025e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 6022 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101911 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 107445 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78510 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11657 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8731 members 
Mstep: Class 18 contains 6191 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390244.000000 Penalty: 45213.089844
Iteration 195Q: 22 clusters Score -5.239024e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5967 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 101970 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 107444 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78507 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11657 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8731 members 
Mstep: Class 18 contains 6191 members 
Mstep: Class 19 contains 5243 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390180.000000 Penalty: 45213.089844
Iteration 196Q: 22 clusters Score -5.239018e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102029 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 107442 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78508 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11657 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8731 members 
Mstep: Class 18 contains 6187 members 
Mstep: Class 19 contains 5244 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390192.000000 Penalty: 45213.089844
Iteration 197Q: 22 clusters Score -5.239019e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102106 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4605 members 
Mstep: Class 8 contains 107441 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78507 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11656 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8734 members 
Mstep: Class 18 contains 6182 members 
Mstep: Class 19 contains 5244 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 22 clusters Score -5.239022e+07 nChanged 86
Entering ConstructFrom: 
Score: -52390216.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (152698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152698 members 
Entering Unmasked Estep 
Score: -14475697.000000 Penalty: 1939.635254
	Iteration 0F: 2 clusters Score -1.44757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75961 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -14374337.000000 Penalty: 3879.270508
	Iteration 0F: 3 clusters Score -1.437434e+07 nChanged 73342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 82295 members 
Entering Unmasked Estep 
Score: -14417176.000000 Penalty: 3879.270508
	Iteration 1F: 3 clusters Score -1.441718e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -14418738.000000 Penalty: 3879.270508
	Iteration 2Q: 3 clusters Score -1.441874e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 92213 members 
Entering Unmasked Estep 
Score: -14421609.000000 Penalty: 3879.270508
	Iteration 3Q: 3 clusters Score -1.442161e+07 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 101552 members 
Entering Unmasked Estep 
Score: -14427124.000000 Penalty: 3879.270508
	Iteration 4F: 3 clusters Score -1.442712e+07 nChanged 13089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 114487 members 
Entering Unmasked Estep 
Score: -14437374.000000 Penalty: 3879.270508
	Iteration 5F: 3 clusters Score -1.443737e+07 nChanged 15225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 129612 members 
Entering Unmasked Estep 
Score: -14452010.000000 Penalty: 3879.270508
	Iteration 6F: 3 clusters Score -1.445201e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 142015 members 
Entering Unmasked Estep 
Score: -14464672.000000 Penalty: 3879.270508
	Iteration 7F: 3 clusters Score -1.446467e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 148368 members 
Entering Unmasked Estep 
Score: -14470607.000000 Penalty: 3879.270508
	Iteration 8Q: 3 clusters Score -1.447061e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 150799 members 
Entering Unmasked Estep 
Score: -14472591.000000 Penalty: 3879.270508
	Iteration 9Q: 3 clusters Score -1.447259e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 151715 members 
Entering Unmasked Estep 
Score: -14473457.000000 Penalty: 3879.270508
	Iteration 10Q: 3 clusters Score -1.447346e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 152040 members 
Entering Unmasked Estep 
Score: -14473750.000000 Penalty: 3879.270508
	Iteration 11Q: 3 clusters Score -1.447375e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 152140 members 
Entering Unmasked Estep 
Score: -14474004.000000 Penalty: 3879.270508
	Iteration 12Q: 3 clusters Score -1.4474e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 152171 members 
Entering Unmasked Estep 
Score: -14474134.000000 Penalty: 3879.270508
	Iteration 13Q: 3 clusters Score -1.447413e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 152174 members 
Entering Unmasked Estep 
Score: -14474197.000000 Penalty: 3879.270508
	Iteration 14Q: 3 clusters Score -1.44742e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 152182 members 
Entering Unmasked Estep 
Score: -14474260.000000 Penalty: 3879.270508
	Iteration 15Q: 3 clusters Score -1.447426e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 152164 members 
Entering Unmasked Estep 
Score: -14474265.000000 Penalty: 3879.270508
	Iteration 16Q: 3 clusters Score -1.447426e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 152158 members 
Entering Unmasked Estep 
Score: -14474296.000000 Penalty: 3879.270508
	Iteration 17Q: 3 clusters Score -1.44743e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 152141 members 
Entering Unmasked Estep 
Score: -14474313.000000 Penalty: 3879.270508
	Iteration 18Q: 3 clusters Score -1.447431e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 152135 members 
Entering Unmasked Estep 
Score: -14474351.000000 Penalty: 3879.270508
	Iteration 19Q: 3 clusters Score -1.447435e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 152134 members 
Entering Unmasked Estep 
Score: -14474386.000000 Penalty: 3879.270508
	Iteration 20F: 3 clusters Score -1.447439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 152134 members 
Entering Unmasked Estep 
Score: -14474391.000000 Penalty: 3879.270508
	Iteration 21Q: 3 clusters Score -1.447439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 152137 members 
Entering Unmasked Estep 
Score: -14474384.000000 Penalty: 3879.270508
	Iteration 22Q: 3 clusters Score -1.447438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -14474392.000000 Penalty: 3879.270508
	Iteration 23Q: 3 clusters Score -1.447439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 152146 members 
Entering Unmasked Estep 
Score: -14474389.000000 Penalty: 3879.270508
	Iteration 24Q: 3 clusters Score -1.447439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -14474393.000000 Penalty: 3879.270508
	Iteration 25Q: 3 clusters Score -1.447439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 152144 members 
Entering Unmasked Estep 
Score: -14474400.000000 Penalty: 3879.270508
	Iteration 26Q: 3 clusters Score -1.44744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 152143 members 
Entering Unmasked Estep 
Score: -14474394.000000 Penalty: 3879.270508
	Iteration 27Q: 3 clusters Score -1.447439e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 152140 members 
Entering Unmasked Estep 
Score: -14474397.000000 Penalty: 3879.270508
	Iteration 28Q: 3 clusters Score -1.44744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 152140 members 
Entering Unmasked Estep 
Score: -14474413.000000 Penalty: 3879.270508
	Iteration 29Q: 3 clusters Score -1.447441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 152141 members 
Entering Unmasked Estep 
Score: -14474414.000000 Penalty: 3879.270508
	Iteration 30Q: 3 clusters Score -1.447441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 152142 members 
Entering Unmasked Estep 
Score: -14474413.000000 Penalty: 3879.270508
	Iteration 31Q: 3 clusters Score -1.447441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 152142 members 
Entering Unmasked Estep 
Score: -14474419.000000 Penalty: 3879.270508
	Iteration 32Q: 3 clusters Score -1.447442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 152140 members 
Entering Unmasked Estep 
Score: -14474407.000000 Penalty: 3879.270508
	Iteration 33Q: 3 clusters Score -1.447441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 152140 members 
Entering Unmasked Estep 
Score: -14474407.000000 Penalty: 3879.270508
	Iteration 34F: 3 clusters Score -1.447441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Entering Unmasked Estep 
Score: -2418748.750000 Penalty: 1648.176270
	Iteration 0F: 2 clusters Score -2418749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2401673.000000 Penalty: 3296.352539
	Iteration 0F: 3 clusters Score -2401673 nChanged 11582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2408031.500000 Penalty: 3296.352539
	Iteration 1F: 3 clusters Score -2408032 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2408575.000000 Penalty: 3296.352539
	Iteration 2F: 3 clusters Score -2408575 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2409371.500000 Penalty: 3296.352539
	Iteration 3F: 3 clusters Score -2409372 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2410645.250000 Penalty: 3296.352539
	Iteration 4F: 3 clusters Score -2410645 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2412518.250000 Penalty: 3296.352539
	Iteration 5F: 3 clusters Score -2412518 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -2414352.250000 Penalty: 3296.352539
	Iteration 6F: 3 clusters Score -2414352 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2415702.750000 Penalty: 3296.352539
	Iteration 7F: 3 clusters Score -2415703 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2416461.500000 Penalty: 3296.352539
	Iteration 8Q: 3 clusters Score -2416462 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2416849.000000 Penalty: 3296.352539
	Iteration 9Q: 3 clusters Score -2416849 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2417054.000000 Penalty: 3296.352539
	Iteration 10Q: 3 clusters Score -2417054 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2417172.250000 Penalty: 3296.352539
	Iteration 11Q: 3 clusters Score -2417172 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2417264.000000 Penalty: 3296.352539
	Iteration 12Q: 3 clusters Score -2417264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2417308.750000 Penalty: 3296.352539
	Iteration 13Q: 3 clusters Score -2417309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2417335.000000 Penalty: 3296.352539
	Iteration 14Q: 3 clusters Score -2417335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2417362.750000 Penalty: 3296.352539
	Iteration 15Q: 3 clusters Score -2417363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2417376.500000 Penalty: 3296.352539
	Iteration 16Q: 3 clusters Score -2417376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2417388.250000 Penalty: 3296.352539
	Iteration 17Q: 3 clusters Score -2417388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2417392.250000 Penalty: 3296.352539
	Iteration 18Q: 3 clusters Score -2417392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2417394.500000 Penalty: 3296.352539
	Iteration 19Q: 3 clusters Score -2417394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2417394.000000 Penalty: 3296.352539
	Iteration 20F: 3 clusters Score -2417394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2417396.500000 Penalty: 3296.352539
	Iteration 21Q: 3 clusters Score -2417396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2417397.000000 Penalty: 3296.352539
	Iteration 22Q: 3 clusters Score -2417397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2417399.500000 Penalty: 3296.352539
	Iteration 23Q: 3 clusters Score -2417400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2417402.250000 Penalty: 3296.352539
	Iteration 24Q: 3 clusters Score -2417402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2417405.500000 Penalty: 3296.352539
	Iteration 25Q: 3 clusters Score -2417406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2417402.500000 Penalty: 3296.352539
	Iteration 26Q: 3 clusters Score -2417402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2417403.500000 Penalty: 3296.352539
	Iteration 27Q: 3 clusters Score -2417404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2417407.000000 Penalty: 3296.352539
	Iteration 28Q: 3 clusters Score -2417407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2417403.750000 Penalty: 3296.352539
	Iteration 29Q: 3 clusters Score -2417404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2417403.750000 Penalty: 3296.352539
	Iteration 30F: 3 clusters Score -2417404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Entering Unmasked Estep 
Score: -551532.312500 Penalty: 1407.572754
	Iteration 0F: 2 clusters Score -551532.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -547038.375000 Penalty: 2815.145508
	Iteration 0F: 3 clusters Score -547038.4 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -548230.625000 Penalty: 2815.145508
	Iteration 1F: 3 clusters Score -548230.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -548428.187500 Penalty: 2815.145508
	Iteration 2F: 3 clusters Score -548428.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -548588.625000 Penalty: 2815.145508
	Iteration 3F: 3 clusters Score -548588.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -548741.312500 Penalty: 2815.145508
	Iteration 4F: 3 clusters Score -548741.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -548891.937500 Penalty: 2815.145508
	Iteration 5Q: 3 clusters Score -548891.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -549035.875000 Penalty: 2815.145508
	Iteration 6Q: 3 clusters Score -549035.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -549172.187500 Penalty: 2815.145508
	Iteration 7Q: 3 clusters Score -549172.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -549304.812500 Penalty: 2815.145508
	Iteration 8Q: 3 clusters Score -549304.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -549430.687500 Penalty: 2815.145508
	Iteration 9Q: 3 clusters Score -549430.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -549535.687500 Penalty: 2815.145508
	Iteration 10Q: 3 clusters Score -549535.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -549632.812500 Penalty: 2815.145508
	Iteration 11Q: 3 clusters Score -549632.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -549735.812500 Penalty: 2815.145508
	Iteration 12Q: 3 clusters Score -549735.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -549834.500000 Penalty: 2815.145508
	Iteration 13Q: 3 clusters Score -549834.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -549915.312500 Penalty: 2815.145508
	Iteration 14Q: 3 clusters Score -549915.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -549973.125000 Penalty: 2815.145508
	Iteration 15Q: 3 clusters Score -549973.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -550010.500000 Penalty: 2815.145508
	Iteration 16Q: 3 clusters Score -550010.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -550048.312500 Penalty: 2815.145508
	Iteration 17Q: 3 clusters Score -550048.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -550087.250000 Penalty: 2815.145508
	Iteration 18Q: 3 clusters Score -550087.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -550126.375000 Penalty: 2815.145508
	Iteration 19Q: 3 clusters Score -550126.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -550163.750000 Penalty: 2815.145508
	Iteration 20F: 3 clusters Score -550163.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -550186.687500 Penalty: 2815.145508
	Iteration 21Q: 3 clusters Score -550186.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -550208.062500 Penalty: 2815.145508
	Iteration 22Q: 3 clusters Score -550208.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -550219.875000 Penalty: 2815.145508
	Iteration 23Q: 3 clusters Score -550219.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -550231.500000 Penalty: 2815.145508
	Iteration 24Q: 3 clusters Score -550231.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -550242.250000 Penalty: 2815.145508
	Iteration 25Q: 3 clusters Score -550242.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -550252.500000 Penalty: 2815.145508
	Iteration 26Q: 3 clusters Score -550252.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -550263.312500 Penalty: 2815.145508
	Iteration 27Q: 3 clusters Score -550263.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -550269.375000 Penalty: 2815.145508
	Iteration 28Q: 3 clusters Score -550269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -550275.625000 Penalty: 2815.145508
	Iteration 29Q: 3 clusters Score -550275.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -550281.625000 Penalty: 2815.145508
	Iteration 30Q: 3 clusters Score -550281.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -550284.312500 Penalty: 2815.145508
	Iteration 31Q: 3 clusters Score -550284.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -550286.312500 Penalty: 2815.145508
	Iteration 32Q: 3 clusters Score -550286.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -550287.250000 Penalty: 2815.145508
	Iteration 33Q: 3 clusters Score -550287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -550286.937500 Penalty: 2815.145508
	Iteration 34Q: 3 clusters Score -550286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -550287.000000 Penalty: 2815.145508
	Iteration 35Q: 3 clusters Score -550287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -550287.000000 Penalty: 2815.145508
	Iteration 36F: 3 clusters Score -550287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Entering Unmasked Estep 
Score: -2169046.000000 Penalty: 1628.131226
	Iteration 0F: 2 clusters Score -2169046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2153794.250000 Penalty: 3256.262451
	Iteration 0F: 3 clusters Score -2153794 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2159342.500000 Penalty: 3256.262451
	Iteration 1F: 3 clusters Score -2159342 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2159735.250000 Penalty: 3256.262451
	Iteration 2F: 3 clusters Score -2159735 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2160138.500000 Penalty: 3256.262451
	Iteration 3Q: 3 clusters Score -2160138 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2160626.500000 Penalty: 3256.262451
	Iteration 4Q: 3 clusters Score -2160626 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2161243.000000 Penalty: 3256.262451
	Iteration 5F: 3 clusters Score -2161243 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2162009.750000 Penalty: 3256.262451
	Iteration 6F: 3 clusters Score -2162010 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2162962.000000 Penalty: 3256.262451
	Iteration 7F: 3 clusters Score -2162962 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2164113.750000 Penalty: 3256.262451
	Iteration 8F: 3 clusters Score -2164114 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2165216.750000 Penalty: 3256.262451
	Iteration 9F: 3 clusters Score -2165217 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2166117.500000 Penalty: 3256.262451
	Iteration 10Q: 3 clusters Score -2166118 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2166740.500000 Penalty: 3256.262451
	Iteration 11Q: 3 clusters Score -2166740 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2167176.750000 Penalty: 3256.262451
	Iteration 12Q: 3 clusters Score -2167177 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2167404.000000 Penalty: 3256.262451
	Iteration 13Q: 3 clusters Score -2167404 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2167565.750000 Penalty: 3256.262451
	Iteration 14Q: 3 clusters Score -2167566 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2167674.250000 Penalty: 3256.262451
	Iteration 15Q: 3 clusters Score -2167674 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2167749.000000 Penalty: 3256.262451
	Iteration 16Q: 3 clusters Score -2167749 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2167812.500000 Penalty: 3256.262451
	Iteration 17Q: 3 clusters Score -2167812 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2167851.750000 Penalty: 3256.262451
	Iteration 18Q: 3 clusters Score -2167852 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2167882.000000 Penalty: 3256.262451
	Iteration 19Q: 3 clusters Score -2167882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2167889.500000 Penalty: 3256.262451
	Iteration 20F: 3 clusters Score -2167890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2167897.500000 Penalty: 3256.262451
	Iteration 21Q: 3 clusters Score -2167898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2167902.250000 Penalty: 3256.262451
	Iteration 22Q: 3 clusters Score -2167902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2167908.000000 Penalty: 3256.262451
	Iteration 23Q: 3 clusters Score -2167908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2167909.250000 Penalty: 3256.262451
	Iteration 24Q: 3 clusters Score -2167909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2167913.250000 Penalty: 3256.262451
	Iteration 25Q: 3 clusters Score -2167913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2167915.000000 Penalty: 3256.262451
	Iteration 26Q: 3 clusters Score -2167915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2167918.750000 Penalty: 3256.262451
	Iteration 27Q: 3 clusters Score -2167919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2167920.000000 Penalty: 3256.262451
	Iteration 28Q: 3 clusters Score -2167920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2167917.250000 Penalty: 3256.262451
	Iteration 29Q: 3 clusters Score -2167917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2167919.500000 Penalty: 3256.262451
	Iteration 30Q: 3 clusters Score -2167920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2167922.500000 Penalty: 3256.262451
	Iteration 31Q: 3 clusters Score -2167922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2167924.250000 Penalty: 3256.262451
	Iteration 32Q: 3 clusters Score -2167924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2167922.750000 Penalty: 3256.262451
	Iteration 33Q: 3 clusters Score -2167923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2167924.250000 Penalty: 3256.262451
	Iteration 34Q: 3 clusters Score -2167924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2167924.000000 Penalty: 3256.262451
	Iteration 35Q: 3 clusters Score -2167924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2167922.500000 Penalty: 3256.262451
	Iteration 36Q: 3 clusters Score -2167922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2167924.500000 Penalty: 3256.262451
	Iteration 37Q: 3 clusters Score -2167924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2167924.250000 Penalty: 3256.262451
	Iteration 38Q: 3 clusters Score -2167924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2167924.750000 Penalty: 3256.262451
	Iteration 39Q: 3 clusters Score -2167925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2167926.750000 Penalty: 3256.262451
	Iteration 40F: 3 clusters Score -2167927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (102171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Entering Unmasked Estep 
Score: -9607018.000000 Penalty: 1874.340454
	Iteration 0F: 2 clusters Score -9607018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -9538580.000000 Penalty: 3748.680908
	Iteration 0F: 3 clusters Score -9538580 nChanged 48828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -9566984.000000 Penalty: 3748.680908
	Iteration 1F: 3 clusters Score -9566984 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -9567966.000000 Penalty: 3748.680908
	Iteration 2Q: 3 clusters Score -9567966 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56898 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -9569649.000000 Penalty: 3748.680908
	Iteration 3Q: 3 clusters Score -9569649 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -9572228.000000 Penalty: 3748.680908
	Iteration 4F: 3 clusters Score -9572228 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -9576440.000000 Penalty: 3748.680908
	Iteration 5F: 3 clusters Score -9576440 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71374 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -9581567.000000 Penalty: 3748.680908
	Iteration 6F: 3 clusters Score -9581567 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77888 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -9587391.000000 Penalty: 3748.680908
	Iteration 7F: 3 clusters Score -9587391 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -9592613.000000 Penalty: 3748.680908
	Iteration 8F: 3 clusters Score -9592613 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -9596938.000000 Penalty: 3748.680908
	Iteration 9F: 3 clusters Score -9596938 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -9600073.000000 Penalty: 3748.680908
	Iteration 10Q: 3 clusters Score -9600073 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -9602153.000000 Penalty: 3748.680908
	Iteration 11Q: 3 clusters Score -9602153 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -9603579.000000 Penalty: 3748.680908
	Iteration 12Q: 3 clusters Score -9603579 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100133 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9604475.000000 Penalty: 3748.680908
	Iteration 13Q: 3 clusters Score -9604475 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100888 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -9604985.000000 Penalty: 3748.680908
	Iteration 14Q: 3 clusters Score -9604985 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101293 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9605267.000000 Penalty: 3748.680908
	Iteration 15Q: 3 clusters Score -9605267 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9605398.000000 Penalty: 3748.680908
	Iteration 16Q: 3 clusters Score -9605398 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101646 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9605481.000000 Penalty: 3748.680908
	Iteration 17Q: 3 clusters Score -9605481 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101701 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9605524.000000 Penalty: 3748.680908
	Iteration 18Q: 3 clusters Score -9605524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9605538.000000 Penalty: 3748.680908
	Iteration 19Q: 3 clusters Score -9605538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101743 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9605549.000000 Penalty: 3748.680908
	Iteration 20F: 3 clusters Score -9605549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101754 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9605557.000000 Penalty: 3748.680908
	Iteration 21Q: 3 clusters Score -9605557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101764 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9605570.000000 Penalty: 3748.680908
	Iteration 22Q: 3 clusters Score -9605570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101769 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9605577.000000 Penalty: 3748.680908
	Iteration 23Q: 3 clusters Score -9605577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101779 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9605587.000000 Penalty: 3748.680908
	Iteration 24Q: 3 clusters Score -9605587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9605595.000000 Penalty: 3748.680908
	Iteration 25Q: 3 clusters Score -9605595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101797 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9605596.000000 Penalty: 3748.680908
	Iteration 26Q: 3 clusters Score -9605596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101804 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9605606.000000 Penalty: 3748.680908
	Iteration 27Q: 3 clusters Score -9605606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101807 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9605612.000000 Penalty: 3748.680908
	Iteration 28Q: 3 clusters Score -9605612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101809 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9605610.000000 Penalty: 3748.680908
	Iteration 29Q: 3 clusters Score -9605610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101812 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9605625.000000 Penalty: 3748.680908
	Iteration 30Q: 3 clusters Score -9605625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9605625.000000 Penalty: 3748.680908
	Iteration 31Q: 3 clusters Score -9605625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9605623.000000 Penalty: 3748.680908
	Iteration 32Q: 3 clusters Score -9605623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101822 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9605624.000000 Penalty: 3748.680908
	Iteration 33Q: 3 clusters Score -9605624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101826 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9605629.000000 Penalty: 3748.680908
	Iteration 34Q: 3 clusters Score -9605629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9605635.000000 Penalty: 3748.680908
	Iteration 35Q: 3 clusters Score -9605635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101829 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9605635.000000 Penalty: 3748.680908
	Iteration 36F: 3 clusters Score -9605635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -115239.734375 Penalty: 1168.239746
	Iteration 0F: 2 clusters Score -115239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113613.828125 Penalty: 2336.479492
	Iteration 0F: 3 clusters Score -113613.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -113929.539062 Penalty: 2336.479492
	Iteration 1F: 3 clusters Score -113929.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -113998.984375 Penalty: 2336.479492
	Iteration 2F: 3 clusters Score -113999 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -114039.546875 Penalty: 2336.479492
	Iteration 3Q: 3 clusters Score -114039.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114066.156250 Penalty: 2336.479492
	Iteration 4Q: 3 clusters Score -114066.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -114086.328125 Penalty: 2336.479492
	Iteration 5Q: 3 clusters Score -114086.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -114131.695312 Penalty: 2336.479492
	Iteration 6Q: 3 clusters Score -114131.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -114194.632812 Penalty: 2336.479492
	Iteration 7Q: 3 clusters Score -114194.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -114254.796875 Penalty: 2336.479492
	Iteration 8Q: 3 clusters Score -114254.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -114335.445312 Penalty: 2336.479492
	Iteration 9Q: 3 clusters Score -114335.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -114413.453125 Penalty: 2336.479492
	Iteration 10Q: 3 clusters Score -114413.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -114510.828125 Penalty: 2336.479492
	Iteration 11Q: 3 clusters Score -114510.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -114589.539062 Penalty: 2336.479492
	Iteration 12Q: 3 clusters Score -114589.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -114646.750000 Penalty: 2336.479492
	Iteration 13Q: 3 clusters Score -114646.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -114668.609375 Penalty: 2336.479492
	Iteration 14Q: 3 clusters Score -114668.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -114679.343750 Penalty: 2336.479492
	Iteration 15Q: 3 clusters Score -114679.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -114687.078125 Penalty: 2336.479492
	Iteration 16Q: 3 clusters Score -114687.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -114690.460938 Penalty: 2336.479492
	Iteration 17Q: 3 clusters Score -114690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -114691.398438 Penalty: 2336.479492
	Iteration 18Q: 3 clusters Score -114691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -114692.117188 Penalty: 2336.479492
	Iteration 19Q: 3 clusters Score -114692.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -114693.023438 Penalty: 2336.479492
	Iteration 20F: 3 clusters Score -114693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -114694.117188 Penalty: 2336.479492
	Iteration 21Q: 3 clusters Score -114694.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -114696.398438 Penalty: 2336.479492
	Iteration 22Q: 3 clusters Score -114696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -114697.921875 Penalty: 2336.479492
	Iteration 23Q: 3 clusters Score -114697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -114699.015625 Penalty: 2336.479492
	Iteration 24Q: 3 clusters Score -114699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -114699.015625 Penalty: 2336.479492
	Iteration 25F: 3 clusters Score -114699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Entering Unmasked Estep 
Score: -401472.250000 Penalty: 1370.776733
	Iteration 0F: 2 clusters Score -401472.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -397644.156250 Penalty: 2741.553467
	Iteration 0F: 3 clusters Score -397644.2 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -398790.281250 Penalty: 2741.553467
	Iteration 1F: 3 clusters Score -398790.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -399104.250000 Penalty: 2741.553467
	Iteration 2F: 3 clusters Score -399104.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -399415.937500 Penalty: 2741.553467
	Iteration 3F: 3 clusters Score -399415.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -399723.531250 Penalty: 2741.553467
	Iteration 4F: 3 clusters Score -399723.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -400018.500000 Penalty: 2741.553467
	Iteration 5F: 3 clusters Score -400018.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -400222.156250 Penalty: 2741.553467
	Iteration 6F: 3 clusters Score -400222.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -400358.468750 Penalty: 2741.553467
	Iteration 7Q: 3 clusters Score -400358.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -400433.718750 Penalty: 2741.553467
	Iteration 8Q: 3 clusters Score -400433.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -400496.968750 Penalty: 2741.553467
	Iteration 9Q: 3 clusters Score -400497 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -400538.750000 Penalty: 2741.553467
	Iteration 10Q: 3 clusters Score -400538.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -400575.562500 Penalty: 2741.553467
	Iteration 11Q: 3 clusters Score -400575.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -400615.187500 Penalty: 2741.553467
	Iteration 12Q: 3 clusters Score -400615.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -400650.062500 Penalty: 2741.553467
	Iteration 13Q: 3 clusters Score -400650.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -400677.906250 Penalty: 2741.553467
	Iteration 14Q: 3 clusters Score -400677.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -400701.000000 Penalty: 2741.553467
	Iteration 15Q: 3 clusters Score -400701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -400714.500000 Penalty: 2741.553467
	Iteration 16Q: 3 clusters Score -400714.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -400730.125000 Penalty: 2741.553467
	Iteration 17Q: 3 clusters Score -400730.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -400749.812500 Penalty: 2741.553467
	Iteration 18Q: 3 clusters Score -400749.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -400766.250000 Penalty: 2741.553467
	Iteration 19Q: 3 clusters Score -400766.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -400779.687500 Penalty: 2741.553467
	Iteration 20F: 3 clusters Score -400779.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -400791.156250 Penalty: 2741.553467
	Iteration 21Q: 3 clusters Score -400791.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -400798.937500 Penalty: 2741.553467
	Iteration 22Q: 3 clusters Score -400798.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -400806.875000 Penalty: 2741.553467
	Iteration 23Q: 3 clusters Score -400806.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -400811.968750 Penalty: 2741.553467
	Iteration 24Q: 3 clusters Score -400812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -400813.625000 Penalty: 2741.553467
	Iteration 25Q: 3 clusters Score -400813.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -400816.187500 Penalty: 2741.553467
	Iteration 26Q: 3 clusters Score -400816.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -400825.250000 Penalty: 2741.553467
	Iteration 27Q: 3 clusters Score -400825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -400830.562500 Penalty: 2741.553467
	Iteration 28Q: 3 clusters Score -400830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -400836.343750 Penalty: 2741.553467
	Iteration 29Q: 3 clusters Score -400836.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -400839.843750 Penalty: 2741.553467
	Iteration 30Q: 3 clusters Score -400839.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -400843.000000 Penalty: 2741.553467
	Iteration 31Q: 3 clusters Score -400843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -400845.000000 Penalty: 2741.553467
	Iteration 32Q: 3 clusters Score -400845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -400845.468750 Penalty: 2741.553467
	Iteration 33Q: 3 clusters Score -400845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -400845.468750 Penalty: 2741.553467
	Iteration 34F: 3 clusters Score -400845.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107440 members 
Entering Unmasked Estep 
Score: -10107830.000000 Penalty: 1882.511841
	Iteration 0F: 2 clusters Score -1.010783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -10035769.000000 Penalty: 3765.023682
	Iteration 0F: 3 clusters Score -1.003577e+07 nChanged 51607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -10065633.000000 Penalty: 3765.023682
	Iteration 1F: 3 clusters Score -1.006563e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60233 members 
Mstep: Class 2 contains 47207 members 
Entering Unmasked Estep 
Score: -10066881.000000 Penalty: 3765.023682
	Iteration 2Q: 3 clusters Score -1.006688e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63856 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -10068895.000000 Penalty: 3765.023682
	Iteration 3Q: 3 clusters Score -1.00689e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -10072167.000000 Penalty: 3765.023682
	Iteration 4F: 3 clusters Score -1.007217e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -10077641.000000 Penalty: 3765.023682
	Iteration 5F: 3 clusters Score -1.007764e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85121 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -10085333.000000 Penalty: 3765.023682
	Iteration 6F: 3 clusters Score -1.008533e+07 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93717 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -10093671.000000 Penalty: 3765.023682
	Iteration 7F: 3 clusters Score -1.009367e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -10100218.000000 Penalty: 3765.023682
	Iteration 8F: 3 clusters Score -1.010022e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103989 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -10103889.000000 Penalty: 3765.023682
	Iteration 9Q: 3 clusters Score -1.010389e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105703 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -10105511.000000 Penalty: 3765.023682
	Iteration 10Q: 3 clusters Score -1.010551e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106312 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10106105.000000 Penalty: 3765.023682
	Iteration 11Q: 3 clusters Score -1.01061e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10106382.000000 Penalty: 3765.023682
	Iteration 12Q: 3 clusters Score -1.010638e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106662 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10106540.000000 Penalty: 3765.023682
	Iteration 13Q: 3 clusters Score -1.010654e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106712 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10106623.000000 Penalty: 3765.023682
	Iteration 14Q: 3 clusters Score -1.010662e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10106711.000000 Penalty: 3765.023682
	Iteration 15Q: 3 clusters Score -1.010671e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106757 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10106811.000000 Penalty: 3765.023682
	Iteration 16Q: 3 clusters Score -1.010681e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106757 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10106890.000000 Penalty: 3765.023682
	Iteration 17Q: 3 clusters Score -1.010689e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106747 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10106961.000000 Penalty: 3765.023682
	Iteration 18Q: 3 clusters Score -1.010696e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106726 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10107017.000000 Penalty: 3765.023682
	Iteration 19Q: 3 clusters Score -1.010702e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106710 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10107061.000000 Penalty: 3765.023682
	Iteration 20F: 3 clusters Score -1.010706e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106709 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10107072.000000 Penalty: 3765.023682
	Iteration 21Q: 3 clusters Score -1.010707e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106710 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10107103.000000 Penalty: 3765.023682
	Iteration 22Q: 3 clusters Score -1.01071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106698 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10107120.000000 Penalty: 3765.023682
	Iteration 23Q: 3 clusters Score -1.010712e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10107120.000000 Penalty: 3765.023682
	Iteration 24Q: 3 clusters Score -1.010712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106678 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10107124.000000 Penalty: 3765.023682
	Iteration 25Q: 3 clusters Score -1.010712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106674 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10107131.000000 Penalty: 3765.023682
	Iteration 26Q: 3 clusters Score -1.010713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106671 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10107134.000000 Penalty: 3765.023682
	Iteration 27Q: 3 clusters Score -1.010713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106666 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10107136.000000 Penalty: 3765.023682
	Iteration 28Q: 3 clusters Score -1.010714e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106660 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10107151.000000 Penalty: 3765.023682
	Iteration 29Q: 3 clusters Score -1.010715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106658 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10107147.000000 Penalty: 3765.023682
	Iteration 30Q: 3 clusters Score -1.010715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106655 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10107142.000000 Penalty: 3765.023682
	Iteration 31Q: 3 clusters Score -1.010714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10107146.000000 Penalty: 3765.023682
	Iteration 32Q: 3 clusters Score -1.010715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106650 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -10107146.000000 Penalty: 3765.023682
	Iteration 33Q: 3 clusters Score -1.010715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106646 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10107145.000000 Penalty: 3765.023682
	Iteration 34Q: 3 clusters Score -1.010714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106645 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10107145.000000 Penalty: 3765.023682
	Iteration 35Q: 3 clusters Score -1.010714e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10107145.000000 Penalty: 3765.023682
	Iteration 36Q: 3 clusters Score -1.010714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10107144.000000 Penalty: 3765.023682
	Iteration 37Q: 3 clusters Score -1.010714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106642 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10107144.000000 Penalty: 3765.023682
	Iteration 38F: 3 clusters Score -1.010714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -682975.750000 Penalty: 1439.969360
	Iteration 0F: 2 clusters Score -682975.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -677679.687500 Penalty: 2879.938721
	Iteration 0F: 3 clusters Score -677679.7 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -679224.562500 Penalty: 2879.938721
	Iteration 1F: 3 clusters Score -679224.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -679438.562500 Penalty: 2879.938721
	Iteration 2F: 3 clusters Score -679438.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -679603.187500 Penalty: 2879.938721
	Iteration 3F: 3 clusters Score -679603.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -679758.625000 Penalty: 2879.938721
	Iteration 4Q: 3 clusters Score -679758.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -679914.187500 Penalty: 2879.938721
	Iteration 5Q: 3 clusters Score -679914.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -680079.625000 Penalty: 2879.938721
	Iteration 6Q: 3 clusters Score -680079.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -680303.312500 Penalty: 2879.938721
	Iteration 7Q: 3 clusters Score -680303.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -680547.125000 Penalty: 2879.938721
	Iteration 8Q: 3 clusters Score -680547.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -680783.500000 Penalty: 2879.938721
	Iteration 9Q: 3 clusters Score -680783.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -681018.687500 Penalty: 2879.938721
	Iteration 10Q: 3 clusters Score -681018.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -681207.875000 Penalty: 2879.938721
	Iteration 11Q: 3 clusters Score -681207.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -681350.937500 Penalty: 2879.938721
	Iteration 12Q: 3 clusters Score -681350.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -681463.125000 Penalty: 2879.938721
	Iteration 13Q: 3 clusters Score -681463.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -681550.812500 Penalty: 2879.938721
	Iteration 14Q: 3 clusters Score -681550.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -681598.875000 Penalty: 2879.938721
	Iteration 15Q: 3 clusters Score -681598.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -681630.687500 Penalty: 2879.938721
	Iteration 16Q: 3 clusters Score -681630.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -681668.000000 Penalty: 2879.938721
	Iteration 17Q: 3 clusters Score -681668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -681693.812500 Penalty: 2879.938721
	Iteration 18Q: 3 clusters Score -681693.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -681714.500000 Penalty: 2879.938721
	Iteration 19Q: 3 clusters Score -681714.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -681735.437500 Penalty: 2879.938721
	Iteration 20F: 3 clusters Score -681735.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -681745.687500 Penalty: 2879.938721
	Iteration 21Q: 3 clusters Score -681745.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -681748.562500 Penalty: 2879.938721
	Iteration 22Q: 3 clusters Score -681748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -681749.812500 Penalty: 2879.938721
	Iteration 23Q: 3 clusters Score -681749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -681753.937500 Penalty: 2879.938721
	Iteration 24Q: 3 clusters Score -681753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -681754.625000 Penalty: 2879.938721
	Iteration 25Q: 3 clusters Score -681754.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -681756.312500 Penalty: 2879.938721
	Iteration 26Q: 3 clusters Score -681756.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -681757.812500 Penalty: 2879.938721
	Iteration 27Q: 3 clusters Score -681757.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -681757.812500 Penalty: 2879.938721
	Iteration 28F: 3 clusters Score -681757.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (78506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Entering Unmasked Estep 
Score: -7527951.500000 Penalty: 1831.526123
	Iteration 0F: 2 clusters Score -7527952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -7475525.500000 Penalty: 3663.052246
	Iteration 0F: 3 clusters Score -7475526 nChanged 37460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -7497323.500000 Penalty: 3663.052246
	Iteration 1F: 3 clusters Score -7497324 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -7498369.500000 Penalty: 3663.052246
	Iteration 2Q: 3 clusters Score -7498370 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -7499782.000000 Penalty: 3663.052246
	Iteration 3Q: 3 clusters Score -7499782 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -7501643.500000 Penalty: 3663.052246
	Iteration 4Q: 3 clusters Score -7501644 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -7504257.500000 Penalty: 3663.052246
	Iteration 5F: 3 clusters Score -7504258 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -7507248.500000 Penalty: 3663.052246
	Iteration 6F: 3 clusters Score -7507248 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -7510424.000000 Penalty: 3663.052246
	Iteration 7F: 3 clusters Score -7510424 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -7513530.500000 Penalty: 3663.052246
	Iteration 8F: 3 clusters Score -7513530 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54937 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -7516407.000000 Penalty: 3663.052246
	Iteration 9Q: 3 clusters Score -7516407 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -7518451.000000 Penalty: 3663.052246
	Iteration 10Q: 3 clusters Score -7518451 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -7519541.500000 Penalty: 3663.052246
	Iteration 11Q: 3 clusters Score -7519542 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -7520234.500000 Penalty: 3663.052246
	Iteration 12Q: 3 clusters Score -7520234 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -7520678.000000 Penalty: 3663.052246
	Iteration 13Q: 3 clusters Score -7520678 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -7521029.000000 Penalty: 3663.052246
	Iteration 14Q: 3 clusters Score -7521029 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55366 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -7521312.500000 Penalty: 3663.052246
	Iteration 15Q: 3 clusters Score -7521312 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -7521619.500000 Penalty: 3663.052246
	Iteration 16Q: 3 clusters Score -7521620 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -7521888.500000 Penalty: 3663.052246
	Iteration 17Q: 3 clusters Score -7521888 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -7522211.000000 Penalty: 3663.052246
	Iteration 18Q: 3 clusters Score -7522211 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -7522470.000000 Penalty: 3663.052246
	Iteration 19Q: 3 clusters Score -7522470 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -7522721.500000 Penalty: 3663.052246
	Iteration 20F: 3 clusters Score -7522722 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -7523007.000000 Penalty: 3663.052246
	Iteration 21Q: 3 clusters Score -7523007 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -7523331.500000 Penalty: 3663.052246
	Iteration 22Q: 3 clusters Score -7523332 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -7523558.500000 Penalty: 3663.052246
	Iteration 23Q: 3 clusters Score -7523558 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -7523855.000000 Penalty: 3663.052246
	Iteration 24Q: 3 clusters Score -7523855 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -7524116.000000 Penalty: 3663.052246
	Iteration 25Q: 3 clusters Score -7524116 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -7524299.500000 Penalty: 3663.052246
	Iteration 26Q: 3 clusters Score -7524300 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -7524491.000000 Penalty: 3663.052246
	Iteration 27Q: 3 clusters Score -7524491 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -7524679.000000 Penalty: 3663.052246
	Iteration 28Q: 3 clusters Score -7524679 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -7524781.000000 Penalty: 3663.052246
	Iteration 29Q: 3 clusters Score -7524781 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -7524890.000000 Penalty: 3663.052246
	Iteration 30Q: 3 clusters Score -7524890 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -7524979.500000 Penalty: 3663.052246
	Iteration 31Q: 3 clusters Score -7524980 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -7525070.000000 Penalty: 3663.052246
	Iteration 32Q: 3 clusters Score -7525070 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -7525149.500000 Penalty: 3663.052246
	Iteration 33Q: 3 clusters Score -7525150 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -7525173.500000 Penalty: 3663.052246
	Iteration 34Q: 3 clusters Score -7525174 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -7525229.000000 Penalty: 3663.052246
	Iteration 35Q: 3 clusters Score -7525229 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -7525260.500000 Penalty: 3663.052246
	Iteration 36Q: 3 clusters Score -7525260 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -7525258.000000 Penalty: 3663.052246
	Iteration 37Q: 3 clusters Score -7525258 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -7525265.500000 Penalty: 3663.052246
	Iteration 38Q: 3 clusters Score -7525266 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -7525263.500000 Penalty: 3663.052246
	Iteration 39Q: 3 clusters Score -7525264 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -7525269.500000 Penalty: 3663.052246
	Iteration 40F: 3 clusters Score -7525270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -7525294.500000 Penalty: 3663.052246
	Iteration 41Q: 3 clusters Score -7525294 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -7525290.000000 Penalty: 3663.052246
	Iteration 42Q: 3 clusters Score -7525290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -7525280.500000 Penalty: 3663.052246
	Iteration 43Q: 3 clusters Score -7525280 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -7525293.000000 Penalty: 3663.052246
	Iteration 44Q: 3 clusters Score -7525293 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -7525288.500000 Penalty: 3663.052246
	Iteration 45Q: 3 clusters Score -7525288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -7525299.500000 Penalty: 3663.052246
	Iteration 46Q: 3 clusters Score -7525300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -7525289.500000 Penalty: 3663.052246
	Iteration 47Q: 3 clusters Score -7525290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7525281.000000 Penalty: 3663.052246
	Iteration 48Q: 3 clusters Score -7525281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -7525280.000000 Penalty: 3663.052246
	Iteration 49Q: 3 clusters Score -7525280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -7525284.500000 Penalty: 3663.052246
	Iteration 50Q: 3 clusters Score -7525284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -7525279.000000 Penalty: 3663.052246
	Iteration 51Q: 3 clusters Score -7525279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -7525285.000000 Penalty: 3663.052246
	Iteration 52Q: 3 clusters Score -7525285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -7525291.500000 Penalty: 3663.052246
	Iteration 53Q: 3 clusters Score -7525292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -7525296.500000 Penalty: 3663.052246
	Iteration 54Q: 3 clusters Score -7525296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -7525297.000000 Penalty: 3663.052246
	Iteration 55Q: 3 clusters Score -7525297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -7525300.000000 Penalty: 3663.052246
	Iteration 56Q: 3 clusters Score -7525300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7525300.500000 Penalty: 3663.052246
	Iteration 57Q: 3 clusters Score -7525300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -7525301.500000 Penalty: 3663.052246
	Iteration 58Q: 3 clusters Score -7525302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -7525312.000000 Penalty: 3663.052246
	Iteration 59Q: 3 clusters Score -7525312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -7525315.500000 Penalty: 3663.052246
	Iteration 60F: 3 clusters Score -7525316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -7525312.000000 Penalty: 3663.052246
	Iteration 61Q: 3 clusters Score -7525312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -7525307.000000 Penalty: 3663.052246
	Iteration 62Q: 3 clusters Score -7525307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -7525299.000000 Penalty: 3663.052246
	Iteration 63Q: 3 clusters Score -7525299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -7525299.000000 Penalty: 3663.052246
	Iteration 64Q: 3 clusters Score -7525299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -7525303.500000 Penalty: 3663.052246
	Iteration 65Q: 3 clusters Score -7525304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -7525302.000000 Penalty: 3663.052246
	Iteration 66Q: 3 clusters Score -7525302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -7525306.500000 Penalty: 3663.052246
	Iteration 67Q: 3 clusters Score -7525306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7525301.500000 Penalty: 3663.052246
	Iteration 68Q: 3 clusters Score -7525302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -7525292.500000 Penalty: 3663.052246
	Iteration 69Q: 3 clusters Score -7525292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7525297.000000 Penalty: 3663.052246
	Iteration 70Q: 3 clusters Score -7525297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7525293.000000 Penalty: 3663.052246
	Iteration 71Q: 3 clusters Score -7525293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7525293.000000 Penalty: 3663.052246
	Iteration 72F: 3 clusters Score -7525293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -301716.875000 Penalty: 1312.231689
	Iteration 0F: 2 clusters Score -301716.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -298860.625000 Penalty: 2624.463379
	Iteration 0F: 3 clusters Score -298860.6 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -299575.562500 Penalty: 2624.463379
	Iteration 1F: 3 clusters Score -299575.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -299738.843750 Penalty: 2624.463379
	Iteration 2F: 3 clusters Score -299738.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -299832.968750 Penalty: 2624.463379
	Iteration 3F: 3 clusters Score -299833 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -299904.375000 Penalty: 2624.463379
	Iteration 4Q: 3 clusters Score -299904.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -299981.968750 Penalty: 2624.463379
	Iteration 5Q: 3 clusters Score -299982 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -300051.500000 Penalty: 2624.463379
	Iteration 6Q: 3 clusters Score -300051.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -300108.406250 Penalty: 2624.463379
	Iteration 7Q: 3 clusters Score -300108.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -300164.687500 Penalty: 2624.463379
	Iteration 8Q: 3 clusters Score -300164.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -300232.812500 Penalty: 2624.463379
	Iteration 9Q: 3 clusters Score -300232.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -300296.875000 Penalty: 2624.463379
	Iteration 10Q: 3 clusters Score -300296.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -300366.156250 Penalty: 2624.463379
	Iteration 11Q: 3 clusters Score -300366.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -300432.906250 Penalty: 2624.463379
	Iteration 12Q: 3 clusters Score -300432.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -300491.437500 Penalty: 2624.463379
	Iteration 13Q: 3 clusters Score -300491.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -300542.468750 Penalty: 2624.463379
	Iteration 14Q: 3 clusters Score -300542.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -300598.875000 Penalty: 2624.463379
	Iteration 15Q: 3 clusters Score -300598.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -300649.625000 Penalty: 2624.463379
	Iteration 16Q: 3 clusters Score -300649.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -300684.625000 Penalty: 2624.463379
	Iteration 17Q: 3 clusters Score -300684.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -300715.812500 Penalty: 2624.463379
	Iteration 18Q: 3 clusters Score -300715.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -300747.750000 Penalty: 2624.463379
	Iteration 19Q: 3 clusters Score -300747.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -300775.968750 Penalty: 2624.463379
	Iteration 20F: 3 clusters Score -300776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -300802.250000 Penalty: 2624.463379
	Iteration 21Q: 3 clusters Score -300802.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -300809.718750 Penalty: 2624.463379
	Iteration 22Q: 3 clusters Score -300809.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -300814.312500 Penalty: 2624.463379
	Iteration 23Q: 3 clusters Score -300814.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -300817.218750 Penalty: 2624.463379
	Iteration 24Q: 3 clusters Score -300817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -300819.468750 Penalty: 2624.463379
	Iteration 25Q: 3 clusters Score -300819.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -300821.843750 Penalty: 2624.463379
	Iteration 26Q: 3 clusters Score -300821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -300825.812500 Penalty: 2624.463379
	Iteration 27Q: 3 clusters Score -300825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -300830.562500 Penalty: 2624.463379
	Iteration 28Q: 3 clusters Score -300830.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -300832.875000 Penalty: 2624.463379
	Iteration 29Q: 3 clusters Score -300832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -300835.250000 Penalty: 2624.463379
	Iteration 30Q: 3 clusters Score -300835.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -300837.750000 Penalty: 2624.463379
	Iteration 31Q: 3 clusters Score -300837.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -300839.875000 Penalty: 2624.463379
	Iteration 32Q: 3 clusters Score -300839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -300841.562500 Penalty: 2624.463379
	Iteration 33Q: 3 clusters Score -300841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -300842.312500 Penalty: 2624.463379
	Iteration 34Q: 3 clusters Score -300842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -300842.625000 Penalty: 2624.463379
	Iteration 35Q: 3 clusters Score -300842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -300842.625000 Penalty: 2624.463379
	Iteration 36F: 3 clusters Score -300842.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -213421.937500 Penalty: 1259.544800
	Iteration 0F: 2 clusters Score -213421.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -211165.093750 Penalty: 2519.089600
	Iteration 0F: 3 clusters Score -211165.1 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -211644.546875 Penalty: 2519.089600
	Iteration 1F: 3 clusters Score -211644.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -211773.859375 Penalty: 2519.089600
	Iteration 2F: 3 clusters Score -211773.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -211860.687500 Penalty: 2519.089600
	Iteration 3F: 3 clusters Score -211860.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -211911.843750 Penalty: 2519.089600
	Iteration 4Q: 3 clusters Score -211911.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -211949.656250 Penalty: 2519.089600
	Iteration 5Q: 3 clusters Score -211949.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -211987.296875 Penalty: 2519.089600
	Iteration 6Q: 3 clusters Score -211987.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -212007.937500 Penalty: 2519.089600
	Iteration 7Q: 3 clusters Score -212007.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -212027.250000 Penalty: 2519.089600
	Iteration 8Q: 3 clusters Score -212027.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -212042.640625 Penalty: 2519.089600
	Iteration 9Q: 3 clusters Score -212042.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -212060.609375 Penalty: 2519.089600
	Iteration 10Q: 3 clusters Score -212060.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -212072.625000 Penalty: 2519.089600
	Iteration 11Q: 3 clusters Score -212072.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -212081.109375 Penalty: 2519.089600
	Iteration 12Q: 3 clusters Score -212081.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -212090.484375 Penalty: 2519.089600
	Iteration 13Q: 3 clusters Score -212090.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -212097.953125 Penalty: 2519.089600
	Iteration 14Q: 3 clusters Score -212098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -212103.187500 Penalty: 2519.089600
	Iteration 15Q: 3 clusters Score -212103.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -212109.718750 Penalty: 2519.089600
	Iteration 16Q: 3 clusters Score -212109.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -212113.343750 Penalty: 2519.089600
	Iteration 17Q: 3 clusters Score -212113.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -212119.875000 Penalty: 2519.089600
	Iteration 18Q: 3 clusters Score -212119.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -212126.875000 Penalty: 2519.089600
	Iteration 19Q: 3 clusters Score -212126.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -212132.484375 Penalty: 2519.089600
	Iteration 20F: 3 clusters Score -212132.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -212142.125000 Penalty: 2519.089600
	Iteration 21Q: 3 clusters Score -212142.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -212150.890625 Penalty: 2519.089600
	Iteration 22Q: 3 clusters Score -212150.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -212161.250000 Penalty: 2519.089600
	Iteration 23Q: 3 clusters Score -212161.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -212173.093750 Penalty: 2519.089600
	Iteration 24Q: 3 clusters Score -212173.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -212189.453125 Penalty: 2519.089600
	Iteration 25Q: 3 clusters Score -212189.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -212209.765625 Penalty: 2519.089600
	Iteration 26Q: 3 clusters Score -212209.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -212222.953125 Penalty: 2519.089600
	Iteration 27Q: 3 clusters Score -212223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -212232.031250 Penalty: 2519.089600
	Iteration 28Q: 3 clusters Score -212232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -212239.625000 Penalty: 2519.089600
	Iteration 29Q: 3 clusters Score -212239.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -212250.125000 Penalty: 2519.089600
	Iteration 30Q: 3 clusters Score -212250.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -212261.078125 Penalty: 2519.089600
	Iteration 31Q: 3 clusters Score -212261.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -212273.921875 Penalty: 2519.089600
	Iteration 32Q: 3 clusters Score -212273.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -212295.156250 Penalty: 2519.089600
	Iteration 33Q: 3 clusters Score -212295.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -212320.921875 Penalty: 2519.089600
	Iteration 34Q: 3 clusters Score -212320.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -212342.250000 Penalty: 2519.089600
	Iteration 35Q: 3 clusters Score -212342.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -212375.390625 Penalty: 2519.089600
	Iteration 36Q: 3 clusters Score -212375.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -212443.546875 Penalty: 2519.089600
	Iteration 37Q: 3 clusters Score -212443.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -212537.078125 Penalty: 2519.089600
	Iteration 38Q: 3 clusters Score -212537.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -212636.890625 Penalty: 2519.089600
	Iteration 39Q: 3 clusters Score -212636.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -212734.687500 Penalty: 2519.089600
	Iteration 40F: 3 clusters Score -212734.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -212818.750000 Penalty: 2519.089600
	Iteration 41Q: 3 clusters Score -212818.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -212862.015625 Penalty: 2519.089600
	Iteration 42Q: 3 clusters Score -212862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -212892.265625 Penalty: 2519.089600
	Iteration 43Q: 3 clusters Score -212892.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -212920.500000 Penalty: 2519.089600
	Iteration 44Q: 3 clusters Score -212920.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -212940.343750 Penalty: 2519.089600
	Iteration 45Q: 3 clusters Score -212940.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -212970.718750 Penalty: 2519.089600
	Iteration 46Q: 3 clusters Score -212970.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -213001.390625 Penalty: 2519.089600
	Iteration 47Q: 3 clusters Score -213001.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -213019.953125 Penalty: 2519.089600
	Iteration 48Q: 3 clusters Score -213020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -213028.703125 Penalty: 2519.089600
	Iteration 49Q: 3 clusters Score -213028.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -213036.265625 Penalty: 2519.089600
	Iteration 50Q: 3 clusters Score -213036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -213042.687500 Penalty: 2519.089600
	Iteration 51Q: 3 clusters Score -213042.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -213048.468750 Penalty: 2519.089600
	Iteration 52Q: 3 clusters Score -213048.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -213054.687500 Penalty: 2519.089600
	Iteration 53Q: 3 clusters Score -213054.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -213059.078125 Penalty: 2519.089600
	Iteration 54Q: 3 clusters Score -213059.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -213063.859375 Penalty: 2519.089600
	Iteration 55Q: 3 clusters Score -213063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -213066.093750 Penalty: 2519.089600
	Iteration 56Q: 3 clusters Score -213066.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -213069.671875 Penalty: 2519.089600
	Iteration 57Q: 3 clusters Score -213069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -213069.921875 Penalty: 2519.089600
	Iteration 58Q: 3 clusters Score -213069.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -213070.703125 Penalty: 2519.089600
	Iteration 59Q: 3 clusters Score -213070.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -213070.968750 Penalty: 2519.089600
	Iteration 60F: 3 clusters Score -213071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -213072.562500 Penalty: 2519.089600
	Iteration 61Q: 3 clusters Score -213072.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -213074.109375 Penalty: 2519.089600
	Iteration 62Q: 3 clusters Score -213074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -213074.109375 Penalty: 2519.089600
	Iteration 63F: 3 clusters Score -213074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Entering Unmasked Estep 
Score: -306759.875000 Penalty: 1317.846680
	Iteration 0F: 2 clusters Score -306759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -303858.656250 Penalty: 2635.693359
	Iteration 0F: 3 clusters Score -303858.7 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -304633.468750 Penalty: 2635.693359
	Iteration 1F: 3 clusters Score -304633.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -304894.406250 Penalty: 2635.693359
	Iteration 2F: 3 clusters Score -304894.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -305187.250000 Penalty: 2635.693359
	Iteration 3F: 3 clusters Score -305187.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -305493.406250 Penalty: 2635.693359
	Iteration 4F: 3 clusters Score -305493.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -305754.906250 Penalty: 2635.693359
	Iteration 5F: 3 clusters Score -305754.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -305919.406250 Penalty: 2635.693359
	Iteration 6F: 3 clusters Score -305919.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -306024.281250 Penalty: 2635.693359
	Iteration 7Q: 3 clusters Score -306024.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -306092.812500 Penalty: 2635.693359
	Iteration 8Q: 3 clusters Score -306092.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -306135.000000 Penalty: 2635.693359
	Iteration 9Q: 3 clusters Score -306135 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -306169.625000 Penalty: 2635.693359
	Iteration 10Q: 3 clusters Score -306169.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -306185.625000 Penalty: 2635.693359
	Iteration 11Q: 3 clusters Score -306185.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -306191.968750 Penalty: 2635.693359
	Iteration 12Q: 3 clusters Score -306192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -306195.125000 Penalty: 2635.693359
	Iteration 13Q: 3 clusters Score -306195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -306197.937500 Penalty: 2635.693359
	Iteration 14Q: 3 clusters Score -306197.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -306198.000000 Penalty: 2635.693359
	Iteration 15Q: 3 clusters Score -306198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -306198.843750 Penalty: 2635.693359
	Iteration 16Q: 3 clusters Score -306198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -306199.062500 Penalty: 2635.693359
	Iteration 17Q: 3 clusters Score -306199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -306199.062500 Penalty: 2635.693359
	Iteration 18F: 3 clusters Score -306199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Entering Unmasked Estep 
Score: -918024.125000 Penalty: 1495.555176
	Iteration 0F: 2 clusters Score -918024.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -910906.062500 Penalty: 2991.110352
	Iteration 0F: 3 clusters Score -910906.1 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -913129.625000 Penalty: 2991.110352
	Iteration 1F: 3 clusters Score -913129.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -913339.312500 Penalty: 2991.110352
	Iteration 2F: 3 clusters Score -913339.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -913472.250000 Penalty: 2991.110352
	Iteration 3Q: 3 clusters Score -913472.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -913570.750000 Penalty: 2991.110352
	Iteration 4Q: 3 clusters Score -913570.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -913666.000000 Penalty: 2991.110352
	Iteration 5Q: 3 clusters Score -913666 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -913763.000000 Penalty: 2991.110352
	Iteration 6Q: 3 clusters Score -913763 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -913863.937500 Penalty: 2991.110352
	Iteration 7Q: 3 clusters Score -913863.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -914002.187500 Penalty: 2991.110352
	Iteration 8Q: 3 clusters Score -914002.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -914182.437500 Penalty: 2991.110352
	Iteration 9Q: 3 clusters Score -914182.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -914419.500000 Penalty: 2991.110352
	Iteration 10Q: 3 clusters Score -914419.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -914693.625000 Penalty: 2991.110352
	Iteration 11Q: 3 clusters Score -914693.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -915041.937500 Penalty: 2991.110352
	Iteration 12Q: 3 clusters Score -915041.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -915460.375000 Penalty: 2991.110352
	Iteration 13F: 3 clusters Score -915460.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -915860.750000 Penalty: 2991.110352
	Iteration 14Q: 3 clusters Score -915860.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -916205.625000 Penalty: 2991.110352
	Iteration 15Q: 3 clusters Score -916205.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -916478.500000 Penalty: 2991.110352
	Iteration 16Q: 3 clusters Score -916478.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -916654.812500 Penalty: 2991.110352
	Iteration 17Q: 3 clusters Score -916654.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -916756.500000 Penalty: 2991.110352
	Iteration 18Q: 3 clusters Score -916756.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -916811.625000 Penalty: 2991.110352
	Iteration 19Q: 3 clusters Score -916811.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -916846.375000 Penalty: 2991.110352
	Iteration 20F: 3 clusters Score -916846.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -916862.687500 Penalty: 2991.110352
	Iteration 21Q: 3 clusters Score -916862.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -916872.437500 Penalty: 2991.110352
	Iteration 22Q: 3 clusters Score -916872.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -916879.625000 Penalty: 2991.110352
	Iteration 23Q: 3 clusters Score -916879.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -916886.062500 Penalty: 2991.110352
	Iteration 24Q: 3 clusters Score -916886.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -916897.125000 Penalty: 2991.110352
	Iteration 25Q: 3 clusters Score -916897.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -916903.625000 Penalty: 2991.110352
	Iteration 26Q: 3 clusters Score -916903.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -916908.875000 Penalty: 2991.110352
	Iteration 27Q: 3 clusters Score -916908.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -916909.562500 Penalty: 2991.110352
	Iteration 28Q: 3 clusters Score -916909.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -916912.312500 Penalty: 2991.110352
	Iteration 29Q: 3 clusters Score -916912.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -916915.375000 Penalty: 2991.110352
	Iteration 30Q: 3 clusters Score -916915.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -916919.250000 Penalty: 2991.110352
	Iteration 31Q: 3 clusters Score -916919.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -916924.250000 Penalty: 2991.110352
	Iteration 32Q: 3 clusters Score -916924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -916926.312500 Penalty: 2991.110352
	Iteration 33Q: 3 clusters Score -916926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -916928.937500 Penalty: 2991.110352
	Iteration 34Q: 3 clusters Score -916928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -916930.125000 Penalty: 2991.110352
	Iteration 35Q: 3 clusters Score -916930.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -916931.500000 Penalty: 2991.110352
	Iteration 36Q: 3 clusters Score -916931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -916932.625000 Penalty: 2991.110352
	Iteration 37Q: 3 clusters Score -916932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -916933.750000 Penalty: 2991.110352
	Iteration 38Q: 3 clusters Score -916933.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -916934.875000 Penalty: 2991.110352
	Iteration 39Q: 3 clusters Score -916934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -916936.250000 Penalty: 2991.110352
	Iteration 40F: 3 clusters Score -916936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -916935.625000 Penalty: 2991.110352
	Iteration 41Q: 3 clusters Score -916935.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -916937.625000 Penalty: 2991.110352
	Iteration 42Q: 3 clusters Score -916937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -916937.125000 Penalty: 2991.110352
	Iteration 43Q: 3 clusters Score -916937.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -916938.937500 Penalty: 2991.110352
	Iteration 44Q: 3 clusters Score -916938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -916939.937500 Penalty: 2991.110352
	Iteration 45Q: 3 clusters Score -916939.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -916939.875000 Penalty: 2991.110352
	Iteration 46Q: 3 clusters Score -916939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -916940.750000 Penalty: 2991.110352
	Iteration 47Q: 3 clusters Score -916940.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -916942.375000 Penalty: 2991.110352
	Iteration 48Q: 3 clusters Score -916942.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -916941.750000 Penalty: 2991.110352
	Iteration 49Q: 3 clusters Score -916941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -916942.875000 Penalty: 2991.110352
	Iteration 50Q: 3 clusters Score -916942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -916943.000000 Penalty: 2991.110352
	Iteration 51Q: 3 clusters Score -916943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -916943.687500 Penalty: 2991.110352
	Iteration 52Q: 3 clusters Score -916943.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -916943.687500 Penalty: 2991.110352
	Iteration 53F: 3 clusters Score -916943.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Entering Unmasked Estep 
Score: -1122512.750000 Penalty: 1521.539429
	Iteration 0F: 2 clusters Score -1122513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1114256.625000 Penalty: 3043.078857
	Iteration 0F: 3 clusters Score -1114257 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1116989.875000 Penalty: 3043.078857
	Iteration 1F: 3 clusters Score -1116990 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1117256.750000 Penalty: 3043.078857
	Iteration 2F: 3 clusters Score -1117257 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1117451.250000 Penalty: 3043.078857
	Iteration 3Q: 3 clusters Score -1117451 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1117628.000000 Penalty: 3043.078857
	Iteration 4Q: 3 clusters Score -1117628 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1117786.000000 Penalty: 3043.078857
	Iteration 5Q: 3 clusters Score -1117786 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1117965.250000 Penalty: 3043.078857
	Iteration 6Q: 3 clusters Score -1117965 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1118194.125000 Penalty: 3043.078857
	Iteration 7Q: 3 clusters Score -1118194 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1118489.625000 Penalty: 3043.078857
	Iteration 8Q: 3 clusters Score -1118490 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1118834.125000 Penalty: 3043.078857
	Iteration 9Q: 3 clusters Score -1118834 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1119215.375000 Penalty: 3043.078857
	Iteration 10Q: 3 clusters Score -1119215 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1119523.000000 Penalty: 3043.078857
	Iteration 11Q: 3 clusters Score -1119523 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1119724.250000 Penalty: 3043.078857
	Iteration 12Q: 3 clusters Score -1119724 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1119843.750000 Penalty: 3043.078857
	Iteration 13Q: 3 clusters Score -1119844 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1119908.500000 Penalty: 3043.078857
	Iteration 14Q: 3 clusters Score -1119908 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1119951.125000 Penalty: 3043.078857
	Iteration 15Q: 3 clusters Score -1119951 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1119983.500000 Penalty: 3043.078857
	Iteration 16Q: 3 clusters Score -1119984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1120007.375000 Penalty: 3043.078857
	Iteration 17Q: 3 clusters Score -1120007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1120029.375000 Penalty: 3043.078857
	Iteration 18Q: 3 clusters Score -1120029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1120044.500000 Penalty: 3043.078857
	Iteration 19Q: 3 clusters Score -1120044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1120055.750000 Penalty: 3043.078857
	Iteration 20F: 3 clusters Score -1120056 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1120070.375000 Penalty: 3043.078857
	Iteration 21Q: 3 clusters Score -1120070 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1120076.875000 Penalty: 3043.078857
	Iteration 22Q: 3 clusters Score -1120077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1120083.250000 Penalty: 3043.078857
	Iteration 23Q: 3 clusters Score -1120083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1120088.250000 Penalty: 3043.078857
	Iteration 24Q: 3 clusters Score -1120088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1120092.500000 Penalty: 3043.078857
	Iteration 25Q: 3 clusters Score -1120092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1120096.000000 Penalty: 3043.078857
	Iteration 26Q: 3 clusters Score -1120096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1120096.000000 Penalty: 3043.078857
	Iteration 27Q: 3 clusters Score -1120096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1120104.500000 Penalty: 3043.078857
	Iteration 28Q: 3 clusters Score -1120104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1120105.125000 Penalty: 3043.078857
	Iteration 29Q: 3 clusters Score -1120105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1120107.625000 Penalty: 3043.078857
	Iteration 30Q: 3 clusters Score -1120108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1120113.375000 Penalty: 3043.078857
	Iteration 31Q: 3 clusters Score -1120113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1120112.125000 Penalty: 3043.078857
	Iteration 32Q: 3 clusters Score -1120112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1120112.500000 Penalty: 3043.078857
	Iteration 33Q: 3 clusters Score -1120112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1120114.500000 Penalty: 3043.078857
	Iteration 34Q: 3 clusters Score -1120114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1120120.875000 Penalty: 3043.078857
	Iteration 35Q: 3 clusters Score -1120121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1120119.250000 Penalty: 3043.078857
	Iteration 36Q: 3 clusters Score -1120119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1120118.125000 Penalty: 3043.078857
	Iteration 37Q: 3 clusters Score -1120118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1120122.750000 Penalty: 3043.078857
	Iteration 38Q: 3 clusters Score -1120123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1120123.250000 Penalty: 3043.078857
	Iteration 39Q: 3 clusters Score -1120123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1120124.000000 Penalty: 3043.078857
	Iteration 40F: 3 clusters Score -1120124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1120125.875000 Penalty: 3043.078857
	Iteration 41Q: 3 clusters Score -1120126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1120127.125000 Penalty: 3043.078857
	Iteration 42Q: 3 clusters Score -1120127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1120131.625000 Penalty: 3043.078857
	Iteration 43Q: 3 clusters Score -1120132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1120131.750000 Penalty: 3043.078857
	Iteration 44Q: 3 clusters Score -1120132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1120136.375000 Penalty: 3043.078857
	Iteration 45Q: 3 clusters Score -1120136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1120134.875000 Penalty: 3043.078857
	Iteration 46Q: 3 clusters Score -1120135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1120140.625000 Penalty: 3043.078857
	Iteration 47Q: 3 clusters Score -1120141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1120141.250000 Penalty: 3043.078857
	Iteration 48Q: 3 clusters Score -1120141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1120141.000000 Penalty: 3043.078857
	Iteration 49Q: 3 clusters Score -1120141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1120141.250000 Penalty: 3043.078857
	Iteration 50Q: 3 clusters Score -1120141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1120140.625000 Penalty: 3043.078857
	Iteration 51Q: 3 clusters Score -1120141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1120140.000000 Penalty: 3043.078857
	Iteration 52Q: 3 clusters Score -1120140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1120140.125000 Penalty: 3043.078857
	Iteration 53Q: 3 clusters Score -1120140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1120139.375000 Penalty: 3043.078857
	Iteration 54Q: 3 clusters Score -1120139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1120141.750000 Penalty: 3043.078857
	Iteration 55Q: 3 clusters Score -1120142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1120140.125000 Penalty: 3043.078857
	Iteration 56Q: 3 clusters Score -1120140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1120140.875000 Penalty: 3043.078857
	Iteration 57Q: 3 clusters Score -1120141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1120139.250000 Penalty: 3043.078857
	Iteration 58Q: 3 clusters Score -1120139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1120140.500000 Penalty: 3043.078857
	Iteration 59Q: 3 clusters Score -1120140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1120141.750000 Penalty: 3043.078857
	Iteration 60F: 3 clusters Score -1120142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1120140.000000 Penalty: 3043.078857
	Iteration 61Q: 3 clusters Score -1120140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1120140.125000 Penalty: 3043.078857
	Iteration 62Q: 3 clusters Score -1120140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1120140.625000 Penalty: 3043.078857
	Iteration 63Q: 3 clusters Score -1120141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1120140.625000 Penalty: 3043.078857
	Iteration 64F: 3 clusters Score -1120141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -585690.812500 Penalty: 1415.743408
	Iteration 0F: 2 clusters Score -585690.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -581028.687500 Penalty: 2831.486816
	Iteration 0F: 3 clusters Score -581028.7 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -582363.375000 Penalty: 2831.486816
	Iteration 1F: 3 clusters Score -582363.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -582574.437500 Penalty: 2831.486816
	Iteration 2F: 3 clusters Score -582574.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -582742.500000 Penalty: 2831.486816
	Iteration 3F: 3 clusters Score -582742.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -582906.312500 Penalty: 2831.486816
	Iteration 4Q: 3 clusters Score -582906.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -583086.437500 Penalty: 2831.486816
	Iteration 5Q: 3 clusters Score -583086.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -583287.625000 Penalty: 2831.486816
	Iteration 6Q: 3 clusters Score -583287.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -583477.187500 Penalty: 2831.486816
	Iteration 7Q: 3 clusters Score -583477.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -583668.937500 Penalty: 2831.486816
	Iteration 8Q: 3 clusters Score -583668.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -583818.937500 Penalty: 2831.486816
	Iteration 9Q: 3 clusters Score -583818.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -583951.687500 Penalty: 2831.486816
	Iteration 10Q: 3 clusters Score -583951.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -584078.812500 Penalty: 2831.486816
	Iteration 11Q: 3 clusters Score -584078.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -584182.312500 Penalty: 2831.486816
	Iteration 12Q: 3 clusters Score -584182.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -584270.437500 Penalty: 2831.486816
	Iteration 13Q: 3 clusters Score -584270.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -584345.812500 Penalty: 2831.486816
	Iteration 14Q: 3 clusters Score -584345.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -584408.937500 Penalty: 2831.486816
	Iteration 15Q: 3 clusters Score -584408.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -584466.375000 Penalty: 2831.486816
	Iteration 16Q: 3 clusters Score -584466.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -584513.812500 Penalty: 2831.486816
	Iteration 17Q: 3 clusters Score -584513.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -584540.750000 Penalty: 2831.486816
	Iteration 18Q: 3 clusters Score -584540.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -584556.187500 Penalty: 2831.486816
	Iteration 19Q: 3 clusters Score -584556.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -584569.437500 Penalty: 2831.486816
	Iteration 20F: 3 clusters Score -584569.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -584582.937500 Penalty: 2831.486816
	Iteration 21Q: 3 clusters Score -584582.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -584601.062500 Penalty: 2831.486816
	Iteration 22Q: 3 clusters Score -584601.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -584613.937500 Penalty: 2831.486816
	Iteration 23Q: 3 clusters Score -584613.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -584626.187500 Penalty: 2831.486816
	Iteration 24Q: 3 clusters Score -584626.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -584636.000000 Penalty: 2831.486816
	Iteration 25Q: 3 clusters Score -584636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -584639.062500 Penalty: 2831.486816
	Iteration 26Q: 3 clusters Score -584639.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -584639.562500 Penalty: 2831.486816
	Iteration 27Q: 3 clusters Score -584639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -584640.125000 Penalty: 2831.486816
	Iteration 28Q: 3 clusters Score -584640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -584641.125000 Penalty: 2831.486816
	Iteration 29Q: 3 clusters Score -584641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -584641.062500 Penalty: 2831.486816
	Iteration 30Q: 3 clusters Score -584641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -584642.750000 Penalty: 2831.486816
	Iteration 31Q: 3 clusters Score -584642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -584644.062500 Penalty: 2831.486816
	Iteration 32Q: 3 clusters Score -584644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -584644.562500 Penalty: 2831.486816
	Iteration 33Q: 3 clusters Score -584644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -584648.625000 Penalty: 2831.486816
	Iteration 34Q: 3 clusters Score -584648.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -584651.062500 Penalty: 2831.486816
	Iteration 35Q: 3 clusters Score -584651.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -584655.687500 Penalty: 2831.486816
	Iteration 36Q: 3 clusters Score -584655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -584660.375000 Penalty: 2831.486816
	Iteration 37Q: 3 clusters Score -584660.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -584667.125000 Penalty: 2831.486816
	Iteration 38Q: 3 clusters Score -584667.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -584671.562500 Penalty: 2831.486816
	Iteration 39Q: 3 clusters Score -584671.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -584675.000000 Penalty: 2831.486816
	Iteration 40F: 3 clusters Score -584675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -584676.312500 Penalty: 2831.486816
	Iteration 41Q: 3 clusters Score -584676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -584675.750000 Penalty: 2831.486816
	Iteration 42Q: 3 clusters Score -584675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -584675.750000 Penalty: 2831.486816
	Iteration 43F: 3 clusters Score -584675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Entering Unmasked Estep 
Score: -785936.500000 Penalty: 1474.646851
	Iteration 0F: 2 clusters Score -785936.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -779537.125000 Penalty: 2949.293701
	Iteration 0F: 3 clusters Score -779537.1 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -781563.312500 Penalty: 2949.293701
	Iteration 1F: 3 clusters Score -781563.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -781851.062500 Penalty: 2949.293701
	Iteration 2F: 3 clusters Score -781851.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -782056.812500 Penalty: 2949.293701
	Iteration 3F: 3 clusters Score -782056.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -782225.375000 Penalty: 2949.293701
	Iteration 4Q: 3 clusters Score -782225.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -782369.500000 Penalty: 2949.293701
	Iteration 5Q: 3 clusters Score -782369.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -782525.187500 Penalty: 2949.293701
	Iteration 6Q: 3 clusters Score -782525.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -782717.250000 Penalty: 2949.293701
	Iteration 7Q: 3 clusters Score -782717.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -783001.937500 Penalty: 2949.293701
	Iteration 8Q: 3 clusters Score -783001.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -783353.312500 Penalty: 2949.293701
	Iteration 9F: 3 clusters Score -783353.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -783772.687500 Penalty: 2949.293701
	Iteration 10F: 3 clusters Score -783772.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -784124.750000 Penalty: 2949.293701
	Iteration 11Q: 3 clusters Score -784124.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -784400.562500 Penalty: 2949.293701
	Iteration 12Q: 3 clusters Score -784400.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -784645.937500 Penalty: 2949.293701
	Iteration 13Q: 3 clusters Score -784645.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -784841.625000 Penalty: 2949.293701
	Iteration 14Q: 3 clusters Score -784841.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -784967.312500 Penalty: 2949.293701
	Iteration 15Q: 3 clusters Score -784967.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -785079.187500 Penalty: 2949.293701
	Iteration 16Q: 3 clusters Score -785079.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -785175.250000 Penalty: 2949.293701
	Iteration 17Q: 3 clusters Score -785175.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -785276.000000 Penalty: 2949.293701
	Iteration 18Q: 3 clusters Score -785276 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -785355.187500 Penalty: 2949.293701
	Iteration 19Q: 3 clusters Score -785355.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -785420.687500 Penalty: 2949.293701
	Iteration 20F: 3 clusters Score -785420.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -785479.312500 Penalty: 2949.293701
	Iteration 21Q: 3 clusters Score -785479.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -785526.937500 Penalty: 2949.293701
	Iteration 22Q: 3 clusters Score -785526.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -785572.812500 Penalty: 2949.293701
	Iteration 23Q: 3 clusters Score -785572.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -785633.250000 Penalty: 2949.293701
	Iteration 24Q: 3 clusters Score -785633.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -785682.750000 Penalty: 2949.293701
	Iteration 25Q: 3 clusters Score -785682.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -785727.625000 Penalty: 2949.293701
	Iteration 26Q: 3 clusters Score -785727.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -785775.562500 Penalty: 2949.293701
	Iteration 27Q: 3 clusters Score -785775.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -785808.250000 Penalty: 2949.293701
	Iteration 28Q: 3 clusters Score -785808.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -785839.000000 Penalty: 2949.293701
	Iteration 29Q: 3 clusters Score -785839 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -785858.375000 Penalty: 2949.293701
	Iteration 30Q: 3 clusters Score -785858.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -785872.437500 Penalty: 2949.293701
	Iteration 31Q: 3 clusters Score -785872.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -785883.937500 Penalty: 2949.293701
	Iteration 32Q: 3 clusters Score -785883.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -785892.437500 Penalty: 2949.293701
	Iteration 33Q: 3 clusters Score -785892.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -785894.937500 Penalty: 2949.293701
	Iteration 34Q: 3 clusters Score -785894.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -785896.437500 Penalty: 2949.293701
	Iteration 35Q: 3 clusters Score -785896.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -785900.125000 Penalty: 2949.293701
	Iteration 36Q: 3 clusters Score -785900.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -785899.937500 Penalty: 2949.293701
	Iteration 37Q: 3 clusters Score -785899.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -785901.125000 Penalty: 2949.293701
	Iteration 38Q: 3 clusters Score -785901.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -785902.062500 Penalty: 2949.293701
	Iteration 39Q: 3 clusters Score -785902.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -785904.187500 Penalty: 2949.293701
	Iteration 40F: 3 clusters Score -785904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -785907.187500 Penalty: 2949.293701
	Iteration 41Q: 3 clusters Score -785907.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -785908.437500 Penalty: 2949.293701
	Iteration 42Q: 3 clusters Score -785908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -785909.187500 Penalty: 2949.293701
	Iteration 43Q: 3 clusters Score -785909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -785910.375000 Penalty: 2949.293701
	Iteration 44Q: 3 clusters Score -785910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -785909.062500 Penalty: 2949.293701
	Iteration 45Q: 3 clusters Score -785909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -785909.250000 Penalty: 2949.293701
	Iteration 46Q: 3 clusters Score -785909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -785909.812500 Penalty: 2949.293701
	Iteration 47Q: 3 clusters Score -785909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -785908.437500 Penalty: 2949.293701
	Iteration 48Q: 3 clusters Score -785908.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -785909.312500 Penalty: 2949.293701
	Iteration 49Q: 3 clusters Score -785909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -785910.125000 Penalty: 2949.293701
	Iteration 50Q: 3 clusters Score -785910.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -785911.625000 Penalty: 2949.293701
	Iteration 51Q: 3 clusters Score -785911.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -785911.625000 Penalty: 2949.293701
	Iteration 52F: 3 clusters Score -785911.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Entering Unmasked Estep 
Score: -549220.625000 Penalty: 1418.474487
	Iteration 0F: 2 clusters Score -549220.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -544526.937500 Penalty: 2836.948975
	Iteration 0F: 3 clusters Score -544526.9 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -545989.000000 Penalty: 2836.948975
	Iteration 1F: 3 clusters Score -545989 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -546416.125000 Penalty: 2836.948975
	Iteration 2F: 3 clusters Score -546416.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -546773.125000 Penalty: 2836.948975
	Iteration 3F: 3 clusters Score -546773.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -547041.062500 Penalty: 2836.948975
	Iteration 4F: 3 clusters Score -547041.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -547253.062500 Penalty: 2836.948975
	Iteration 5F: 3 clusters Score -547253.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -547468.062500 Penalty: 2836.948975
	Iteration 6Q: 3 clusters Score -547468.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -547680.562500 Penalty: 2836.948975
	Iteration 7Q: 3 clusters Score -547680.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -547871.625000 Penalty: 2836.948975
	Iteration 8Q: 3 clusters Score -547871.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -548036.375000 Penalty: 2836.948975
	Iteration 9Q: 3 clusters Score -548036.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -548156.187500 Penalty: 2836.948975
	Iteration 10Q: 3 clusters Score -548156.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -548262.250000 Penalty: 2836.948975
	Iteration 11Q: 3 clusters Score -548262.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -548363.625000 Penalty: 2836.948975
	Iteration 12Q: 3 clusters Score -548363.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -548432.500000 Penalty: 2836.948975
	Iteration 13Q: 3 clusters Score -548432.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -548499.500000 Penalty: 2836.948975
	Iteration 14Q: 3 clusters Score -548499.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -548554.687500 Penalty: 2836.948975
	Iteration 15Q: 3 clusters Score -548554.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -548592.250000 Penalty: 2836.948975
	Iteration 16Q: 3 clusters Score -548592.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -548635.250000 Penalty: 2836.948975
	Iteration 17Q: 3 clusters Score -548635.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -548706.125000 Penalty: 2836.948975
	Iteration 18Q: 3 clusters Score -548706.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -548804.250000 Penalty: 2836.948975
	Iteration 19Q: 3 clusters Score -548804.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -548869.500000 Penalty: 2836.948975
	Iteration 20F: 3 clusters Score -548869.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -548912.625000 Penalty: 2836.948975
	Iteration 21Q: 3 clusters Score -548912.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -548937.000000 Penalty: 2836.948975
	Iteration 22Q: 3 clusters Score -548937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -548953.062500 Penalty: 2836.948975
	Iteration 23Q: 3 clusters Score -548953.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -548966.500000 Penalty: 2836.948975
	Iteration 24Q: 3 clusters Score -548966.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -548975.937500 Penalty: 2836.948975
	Iteration 25Q: 3 clusters Score -548975.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -548985.312500 Penalty: 2836.948975
	Iteration 26Q: 3 clusters Score -548985.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -548995.375000 Penalty: 2836.948975
	Iteration 27Q: 3 clusters Score -548995.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -549002.500000 Penalty: 2836.948975
	Iteration 28Q: 3 clusters Score -549002.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -549005.500000 Penalty: 2836.948975
	Iteration 29Q: 3 clusters Score -549005.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -549008.062500 Penalty: 2836.948975
	Iteration 30Q: 3 clusters Score -549008.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -549009.062500 Penalty: 2836.948975
	Iteration 31Q: 3 clusters Score -549009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -549010.187500 Penalty: 2836.948975
	Iteration 32Q: 3 clusters Score -549010.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -549010.312500 Penalty: 2836.948975
	Iteration 33Q: 3 clusters Score -549010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -549012.062500 Penalty: 2836.948975
	Iteration 34Q: 3 clusters Score -549012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -549012.437500 Penalty: 2836.948975
	Iteration 35Q: 3 clusters Score -549012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -549013.937500 Penalty: 2836.948975
	Iteration 36Q: 3 clusters Score -549013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -549015.375000 Penalty: 2836.948975
	Iteration 37Q: 3 clusters Score -549015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -549014.875000 Penalty: 2836.948975
	Iteration 38Q: 3 clusters Score -549014.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -549015.125000 Penalty: 2836.948975
	Iteration 39Q: 3 clusters Score -549015.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -549015.125000 Penalty: 2836.948975
	Iteration 40F: 3 clusters Score -549015.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Entering Unmasked Estep 
Score: -449173.062500 Penalty: 1391.786499
	Iteration 0F: 2 clusters Score -449173.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -445019.218750 Penalty: 2783.572998
	Iteration 0F: 3 clusters Score -445019.2 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -446244.125000 Penalty: 2783.572998
	Iteration 1F: 3 clusters Score -446244.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -446421.500000 Penalty: 2783.572998
	Iteration 2F: 3 clusters Score -446421.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -446576.156250 Penalty: 2783.572998
	Iteration 3F: 3 clusters Score -446576.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -446726.062500 Penalty: 2783.572998
	Iteration 4Q: 3 clusters Score -446726.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -446872.750000 Penalty: 2783.572998
	Iteration 5Q: 3 clusters Score -446872.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -447008.062500 Penalty: 2783.572998
	Iteration 6Q: 3 clusters Score -447008.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -447156.500000 Penalty: 2783.572998
	Iteration 7Q: 3 clusters Score -447156.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -447326.031250 Penalty: 2783.572998
	Iteration 8Q: 3 clusters Score -447326 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -447469.625000 Penalty: 2783.572998
	Iteration 9Q: 3 clusters Score -447469.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -447583.968750 Penalty: 2783.572998
	Iteration 10Q: 3 clusters Score -447584 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -447727.812500 Penalty: 2783.572998
	Iteration 11Q: 3 clusters Score -447727.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -447826.468750 Penalty: 2783.572998
	Iteration 12Q: 3 clusters Score -447826.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -447902.781250 Penalty: 2783.572998
	Iteration 13Q: 3 clusters Score -447902.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -447948.093750 Penalty: 2783.572998
	Iteration 14Q: 3 clusters Score -447948.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -447982.906250 Penalty: 2783.572998
	Iteration 15Q: 3 clusters Score -447982.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -448023.843750 Penalty: 2783.572998
	Iteration 16Q: 3 clusters Score -448023.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -448056.875000 Penalty: 2783.572998
	Iteration 17Q: 3 clusters Score -448056.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -448082.906250 Penalty: 2783.572998
	Iteration 18Q: 3 clusters Score -448082.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -448114.843750 Penalty: 2783.572998
	Iteration 19Q: 3 clusters Score -448114.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -448142.531250 Penalty: 2783.572998
	Iteration 20F: 3 clusters Score -448142.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -448161.593750 Penalty: 2783.572998
	Iteration 21Q: 3 clusters Score -448161.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -448172.531250 Penalty: 2783.572998
	Iteration 22Q: 3 clusters Score -448172.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -448177.031250 Penalty: 2783.572998
	Iteration 23Q: 3 clusters Score -448177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -448183.437500 Penalty: 2783.572998
	Iteration 24Q: 3 clusters Score -448183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -448188.281250 Penalty: 2783.572998
	Iteration 25Q: 3 clusters Score -448188.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -448191.375000 Penalty: 2783.572998
	Iteration 26Q: 3 clusters Score -448191.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -448195.125000 Penalty: 2783.572998
	Iteration 27Q: 3 clusters Score -448195.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -448199.343750 Penalty: 2783.572998
	Iteration 28Q: 3 clusters Score -448199.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -448201.343750 Penalty: 2783.572998
	Iteration 29Q: 3 clusters Score -448201.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -448206.312500 Penalty: 2783.572998
	Iteration 30Q: 3 clusters Score -448206.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -448211.937500 Penalty: 2783.572998
	Iteration 31Q: 3 clusters Score -448211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -448214.843750 Penalty: 2783.572998
	Iteration 32Q: 3 clusters Score -448214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -448214.968750 Penalty: 2783.572998
	Iteration 33Q: 3 clusters Score -448215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -448215.812500 Penalty: 2783.572998
	Iteration 34Q: 3 clusters Score -448215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -448216.718750 Penalty: 2783.572998
	Iteration 35Q: 3 clusters Score -448216.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -448218.000000 Penalty: 2783.572998
	Iteration 36Q: 3 clusters Score -448218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -448219.843750 Penalty: 2783.572998
	Iteration 37Q: 3 clusters Score -448219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -448220.500000 Penalty: 2783.572998
	Iteration 38Q: 3 clusters Score -448220.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -448222.218750 Penalty: 2783.572998
	Iteration 39Q: 3 clusters Score -448222.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -448230.093750 Penalty: 2783.572998
	Iteration 40F: 3 clusters Score -448230.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -448236.843750 Penalty: 2783.572998
	Iteration 41Q: 3 clusters Score -448236.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -448245.406250 Penalty: 2783.572998
	Iteration 42Q: 3 clusters Score -448245.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -448256.875000 Penalty: 2783.572998
	Iteration 43Q: 3 clusters Score -448256.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -448273.625000 Penalty: 2783.572998
	Iteration 44Q: 3 clusters Score -448273.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -448286.187500 Penalty: 2783.572998
	Iteration 45Q: 3 clusters Score -448286.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -448300.218750 Penalty: 2783.572998
	Iteration 46Q: 3 clusters Score -448300.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -448310.250000 Penalty: 2783.572998
	Iteration 47Q: 3 clusters Score -448310.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -448323.031250 Penalty: 2783.572998
	Iteration 48Q: 3 clusters Score -448323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -448329.187500 Penalty: 2783.572998
	Iteration 49Q: 3 clusters Score -448329.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -448336.781250 Penalty: 2783.572998
	Iteration 50Q: 3 clusters Score -448336.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -448347.406250 Penalty: 2783.572998
	Iteration 51Q: 3 clusters Score -448347.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -448359.812500 Penalty: 2783.572998
	Iteration 52Q: 3 clusters Score -448359.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -448367.562500 Penalty: 2783.572998
	Iteration 53Q: 3 clusters Score -448367.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -448375.906250 Penalty: 2783.572998
	Iteration 54Q: 3 clusters Score -448375.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -448380.906250 Penalty: 2783.572998
	Iteration 55Q: 3 clusters Score -448380.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -448386.156250 Penalty: 2783.572998
	Iteration 56Q: 3 clusters Score -448386.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -448389.218750 Penalty: 2783.572998
	Iteration 57Q: 3 clusters Score -448389.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -448392.750000 Penalty: 2783.572998
	Iteration 58Q: 3 clusters Score -448392.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -448398.406250 Penalty: 2783.572998
	Iteration 59Q: 3 clusters Score -448398.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -448404.375000 Penalty: 2783.572998
	Iteration 60F: 3 clusters Score -448404.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -448406.031250 Penalty: 2783.572998
	Iteration 61Q: 3 clusters Score -448406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -448408.750000 Penalty: 2783.572998
	Iteration 62Q: 3 clusters Score -448408.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -448412.156250 Penalty: 2783.572998
	Iteration 63Q: 3 clusters Score -448412.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -448416.312500 Penalty: 2783.572998
	Iteration 64Q: 3 clusters Score -448416.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -448419.718750 Penalty: 2783.572998
	Iteration 65Q: 3 clusters Score -448419.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -448421.812500 Penalty: 2783.572998
	Iteration 66Q: 3 clusters Score -448421.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -448425.000000 Penalty: 2783.572998
	Iteration 67Q: 3 clusters Score -448425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -448427.000000 Penalty: 2783.572998
	Iteration 68Q: 3 clusters Score -448427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -448427.437500 Penalty: 2783.572998
	Iteration 69Q: 3 clusters Score -448427.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -448427.437500 Penalty: 2783.572998
	Iteration 70F: 3 clusters Score -448427.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -269659.406250 Penalty: 1291.497803
	Iteration 0F: 2 clusters Score -269659.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -267042.000000 Penalty: 2582.995605
	Iteration 0F: 3 clusters Score -267042 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -267653.406250 Penalty: 2582.995605
	Iteration 1F: 3 clusters Score -267653.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -267791.062500 Penalty: 2582.995605
	Iteration 2F: 3 clusters Score -267791.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -267861.000000 Penalty: 2582.995605
	Iteration 3Q: 3 clusters Score -267861 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -267919.906250 Penalty: 2582.995605
	Iteration 4Q: 3 clusters Score -267919.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -267964.906250 Penalty: 2582.995605
	Iteration 5Q: 3 clusters Score -267964.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -267998.218750 Penalty: 2582.995605
	Iteration 6Q: 3 clusters Score -267998.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -268023.593750 Penalty: 2582.995605
	Iteration 7Q: 3 clusters Score -268023.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -268053.281250 Penalty: 2582.995605
	Iteration 8Q: 3 clusters Score -268053.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -268080.250000 Penalty: 2582.995605
	Iteration 9Q: 3 clusters Score -268080.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -268106.125000 Penalty: 2582.995605
	Iteration 10Q: 3 clusters Score -268106.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -268129.656250 Penalty: 2582.995605
	Iteration 11Q: 3 clusters Score -268129.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -268152.531250 Penalty: 2582.995605
	Iteration 12Q: 3 clusters Score -268152.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -268179.156250 Penalty: 2582.995605
	Iteration 13Q: 3 clusters Score -268179.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -268198.125000 Penalty: 2582.995605
	Iteration 14Q: 3 clusters Score -268198.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -268219.843750 Penalty: 2582.995605
	Iteration 15Q: 3 clusters Score -268219.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -268250.062500 Penalty: 2582.995605
	Iteration 16Q: 3 clusters Score -268250.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -268278.781250 Penalty: 2582.995605
	Iteration 17Q: 3 clusters Score -268278.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -268298.625000 Penalty: 2582.995605
	Iteration 18Q: 3 clusters Score -268298.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -268317.750000 Penalty: 2582.995605
	Iteration 19Q: 3 clusters Score -268317.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -268340.375000 Penalty: 2582.995605
	Iteration 20F: 3 clusters Score -268340.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -268365.968750 Penalty: 2582.995605
	Iteration 21Q: 3 clusters Score -268366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -268385.343750 Penalty: 2582.995605
	Iteration 22Q: 3 clusters Score -268385.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -268405.125000 Penalty: 2582.995605
	Iteration 23Q: 3 clusters Score -268405.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -268419.125000 Penalty: 2582.995605
	Iteration 24Q: 3 clusters Score -268419.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -268428.312500 Penalty: 2582.995605
	Iteration 25Q: 3 clusters Score -268428.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -268438.906250 Penalty: 2582.995605
	Iteration 26Q: 3 clusters Score -268438.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -268444.312500 Penalty: 2582.995605
	Iteration 27Q: 3 clusters Score -268444.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -268448.312500 Penalty: 2582.995605
	Iteration 28Q: 3 clusters Score -268448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -268450.750000 Penalty: 2582.995605
	Iteration 29Q: 3 clusters Score -268450.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -268453.843750 Penalty: 2582.995605
	Iteration 30Q: 3 clusters Score -268453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -268455.750000 Penalty: 2582.995605
	Iteration 31Q: 3 clusters Score -268455.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -268459.250000 Penalty: 2582.995605
	Iteration 32Q: 3 clusters Score -268459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -268461.968750 Penalty: 2582.995605
	Iteration 33Q: 3 clusters Score -268462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -268462.750000 Penalty: 2582.995605
	Iteration 34Q: 3 clusters Score -268462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -268464.406250 Penalty: 2582.995605
	Iteration 35Q: 3 clusters Score -268464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -268464.906250 Penalty: 2582.995605
	Iteration 36Q: 3 clusters Score -268464.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -268466.187500 Penalty: 2582.995605
	Iteration 37Q: 3 clusters Score -268466.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -268468.500000 Penalty: 2582.995605
	Iteration 38Q: 3 clusters Score -268468.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -268470.031250 Penalty: 2582.995605
	Iteration 39Q: 3 clusters Score -268470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -268473.843750 Penalty: 2582.995605
	Iteration 40F: 3 clusters Score -268473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -268476.281250 Penalty: 2582.995605
	Iteration 41Q: 3 clusters Score -268476.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -268477.156250 Penalty: 2582.995605
	Iteration 42Q: 3 clusters Score -268477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -268478.343750 Penalty: 2582.995605
	Iteration 43Q: 3 clusters Score -268478.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -268478.843750 Penalty: 2582.995605
	Iteration 44Q: 3 clusters Score -268478.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -268479.625000 Penalty: 2582.995605
	Iteration 45Q: 3 clusters Score -268479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -268479.625000 Penalty: 2582.995605
	Iteration 46F: 3 clusters Score -268479.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -61602.882812 Penalty: 1063.619263
	Iteration 0F: 2 clusters Score -61602.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60369.761719 Penalty: 2127.238525
	Iteration 0F: 3 clusters Score -60369.76 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60569.023438 Penalty: 2127.238525
	Iteration 1F: 3 clusters Score -60569.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60635.316406 Penalty: 2127.238525
	Iteration 2F: 3 clusters Score -60635.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60678.546875 Penalty: 2127.238525
	Iteration 3Q: 3 clusters Score -60678.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60723.523438 Penalty: 2127.238525
	Iteration 4Q: 3 clusters Score -60723.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60780.726562 Penalty: 2127.238525
	Iteration 5Q: 3 clusters Score -60780.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -60859.062500 Penalty: 2127.238525
	Iteration 6Q: 3 clusters Score -60859.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -60893.968750 Penalty: 2127.238525
	Iteration 7Q: 3 clusters Score -60893.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -60928.226562 Penalty: 2127.238525
	Iteration 8Q: 3 clusters Score -60928.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -60943.835938 Penalty: 2127.238525
	Iteration 9Q: 3 clusters Score -60943.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60951.675781 Penalty: 2127.238525
	Iteration 10Q: 3 clusters Score -60951.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60958.015625 Penalty: 2127.238525
	Iteration 11Q: 3 clusters Score -60958.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60960.984375 Penalty: 2127.238525
	Iteration 12Q: 3 clusters Score -60960.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60966.218750 Penalty: 2127.238525
	Iteration 13Q: 3 clusters Score -60966.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60966.554688 Penalty: 2127.238525
	Iteration 14Q: 3 clusters Score -60966.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -60966.554688 Penalty: 2127.238525
	Iteration 15F: 3 clusters Score -60966.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5779 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102171 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4608 members 
Mstep: Class 8 contains 107440 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78506 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11653 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8732 members 
Mstep: Class 18 contains 6180 members 
Mstep: Class 19 contains 5244 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390216.000000 Penalty: 45213.089844
Iteration 199Q: 22 clusters Score -5.239022e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5718 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102231 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4610 members 
Mstep: Class 8 contains 107441 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78503 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11651 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8731 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 5244 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390208.000000 Penalty: 45213.089844
Iteration 200F: 22 clusters Score -5.239021e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5671 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102282 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4613 members 
Mstep: Class 8 contains 107442 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78500 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11650 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8728 members 
Mstep: Class 18 contains 6180 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390232.000000 Penalty: 45213.089844
Iteration 201Q: 22 clusters Score -5.239023e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5639 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102314 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 107443 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78501 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11648 members 
Mstep: Class 16 contains 6077 members 
Mstep: Class 17 contains 8727 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 19 contains 5246 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390268.000000 Penalty: 45213.089844
Iteration 202Q: 22 clusters Score -5.239027e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102346 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4617 members 
Mstep: Class 8 contains 107444 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78502 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11647 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 17 contains 8724 members 
Mstep: Class 18 contains 6173 members 
Mstep: Class 19 contains 5248 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390264.000000 Penalty: 45213.089844
Iteration 203Q: 22 clusters Score -5.239026e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5570 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102383 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 107444 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78503 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11645 members 
Mstep: Class 16 contains 6080 members 
Mstep: Class 17 contains 8725 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390296.000000 Penalty: 45213.089844
Iteration 204Q: 22 clusters Score -5.23903e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5550 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102412 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 107446 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78503 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11642 members 
Mstep: Class 16 contains 6081 members 
Mstep: Class 17 contains 8725 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 5251 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390328.000000 Penalty: 45213.089844
Iteration 205Q: 22 clusters Score -5.239033e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5524 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102438 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4611 members 
Mstep: Class 8 contains 107447 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78502 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11641 members 
Mstep: Class 16 contains 6082 members 
Mstep: Class 17 contains 8727 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 5251 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390372.000000 Penalty: 45213.089844
Iteration 206Q: 22 clusters Score -5.239037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152702 members 
Mstep: Class 2 contains 25403 members 
Mstep: Class 3 contains 5504 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102457 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 107449 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78502 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11639 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 8727 members 
Mstep: Class 18 contains 6162 members 
Mstep: Class 19 contains 5251 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390340.000000 Penalty: 45213.089844
Iteration 207Q: 22 clusters Score -5.239034e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5486 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102477 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 107452 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78501 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11637 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 8726 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 5252 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390324.000000 Penalty: 45213.089844
Iteration 208Q: 22 clusters Score -5.239032e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5464 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102503 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 107455 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78499 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11633 members 
Mstep: Class 16 contains 6084 members 
Mstep: Class 17 contains 8725 members 
Mstep: Class 18 contains 6154 members 
Mstep: Class 19 contains 5254 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390308.000000 Penalty: 45213.089844
Iteration 209Q: 22 clusters Score -5.239031e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5447 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102522 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4612 members 
Mstep: Class 8 contains 107456 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78498 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11631 members 
Mstep: Class 16 contains 6086 members 
Mstep: Class 17 contains 8722 members 
Mstep: Class 18 contains 6151 members 
Mstep: Class 19 contains 5255 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390300.000000 Penalty: 45213.089844
Iteration 210Q: 22 clusters Score -5.23903e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5427 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102542 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 107457 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78501 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11626 members 
Mstep: Class 16 contains 6087 members 
Mstep: Class 17 contains 8721 members 
Mstep: Class 18 contains 6151 members 
Mstep: Class 19 contains 5255 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390252.000000 Penalty: 45213.089844
Iteration 211Q: 22 clusters Score -5.239025e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 25401 members 
Mstep: Class 3 contains 5412 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102557 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 107458 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78500 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 6088 members 
Mstep: Class 17 contains 8722 members 
Mstep: Class 18 contains 6149 members 
Mstep: Class 19 contains 5257 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390248.000000 Penalty: 45213.089844
Iteration 212Q: 22 clusters Score -5.239025e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 25401 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102576 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4616 members 
Mstep: Class 8 contains 107458 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78497 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8720 members 
Mstep: Class 18 contains 6151 members 
Mstep: Class 19 contains 5258 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390272.000000 Penalty: 45213.089844
Iteration 213Q: 22 clusters Score -5.239027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102589 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4619 members 
Mstep: Class 8 contains 107460 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78495 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11624 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 6151 members 
Mstep: Class 19 contains 5258 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390276.000000 Penalty: 45213.089844
Iteration 214Q: 22 clusters Score -5.239028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5369 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102599 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4624 members 
Mstep: Class 8 contains 107461 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78494 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8715 members 
Mstep: Class 18 contains 6150 members 
Mstep: Class 19 contains 5258 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390276.000000 Penalty: 45213.089844
Iteration 215Q: 22 clusters Score -5.239028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5346 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102620 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 107462 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78494 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9932 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 6150 members 
Mstep: Class 19 contains 5260 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390320.000000 Penalty: 45213.089844
Iteration 216Q: 22 clusters Score -5.239032e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5323 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102645 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 107462 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78495 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390304.000000 Penalty: 45213.089844
Iteration 217Q: 22 clusters Score -5.23903e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102666 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 107461 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78495 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 6146 members 
Mstep: Class 19 contains 5270 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390288.000000 Penalty: 45213.089844
Iteration 218Q: 22 clusters Score -5.239029e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152705 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5285 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102687 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 107462 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78495 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8696 members 
Mstep: Class 18 contains 6146 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390296.000000 Penalty: 45213.089844
Iteration 219Q: 22 clusters Score -5.23903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 25401 members 
Mstep: Class 3 contains 5270 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102705 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 107464 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78492 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8692 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 5276 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390324.000000 Penalty: 45213.089844
Iteration 220F: 22 clusters Score -5.239032e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25401 members 
Mstep: Class 3 contains 5246 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102729 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 107466 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78492 members 
Mstep: Class 11 contains 3210 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 6147 members 
Mstep: Class 19 contains 5278 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390272.000000 Penalty: 45213.089844
Iteration 221Q: 22 clusters Score -5.239027e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 25401 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102753 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 107464 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78491 members 
Mstep: Class 11 contains 3211 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 5280 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390288.000000 Penalty: 45213.089844
Iteration 222Q: 22 clusters Score -5.239029e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5198 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102781 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 107461 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78489 members 
Mstep: Class 11 contains 3212 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 6145 members 
Mstep: Class 19 contains 5284 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390272.000000 Penalty: 45213.089844
Iteration 223Q: 22 clusters Score -5.239027e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25402 members 
Mstep: Class 3 contains 5175 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102803 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4629 members 
Mstep: Class 8 contains 107460 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78490 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8685 members 
Mstep: Class 18 contains 6142 members 
Mstep: Class 19 contains 5287 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390232.000000 Penalty: 45213.089844
Iteration 224Q: 22 clusters Score -5.239023e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152708 members 
Mstep: Class 2 contains 25401 members 
Mstep: Class 3 contains 5162 members 
Mstep: Class 4 contains 22455 members 
Mstep: Class 5 contains 102821 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 107461 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78488 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8672 members 
Mstep: Class 18 contains 6140 members 
Mstep: Class 19 contains 5295 members 
Mstep: Class 20 contains 2830 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390224.000000 Penalty: 45213.089844
Iteration 225Q: 22 clusters Score -5.239022e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152710 members 
Mstep: Class 2 contains 25401 members 
Mstep: Class 3 contains 5147 members 
Mstep: Class 4 contains 22454 members 
Mstep: Class 5 contains 102839 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4630 members 
Mstep: Class 8 contains 107462 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 78488 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6089 members 
Mstep: Class 17 contains 8658 members 
Mstep: Class 18 contains 6139 members 
Mstep: Class 19 contains 5303 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390188.000000 Penalty: 45213.089844
Iteration 226Q: 22 clusters Score -5.239019e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152711 members 
Mstep: Class 2 contains 25401 members 
Mstep: Class 3 contains 5128 members 
Mstep: Class 4 contains 22453 members 
Mstep: Class 5 contains 102861 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 107466 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78484 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11623 members 
Mstep: Class 16 contains 6088 members 
Mstep: Class 17 contains 8647 members 
Mstep: Class 18 contains 6138 members 
Mstep: Class 19 contains 5311 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390172.000000 Penalty: 45213.089844
Iteration 227Q: 22 clusters Score -5.239017e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 25399 members 
Mstep: Class 3 contains 5106 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 102882 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4632 members 
Mstep: Class 8 contains 107472 members 
Mstep: Class 9 contains 7055 members 
Mstep: Class 10 contains 78482 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3327 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11624 members 
Mstep: Class 16 contains 6090 members 
Mstep: Class 17 contains 8624 members 
Mstep: Class 18 contains 6142 members 
Mstep: Class 19 contains 5317 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390168.000000 Penalty: 45213.089844
Iteration 228Q: 22 clusters Score -5.239017e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152724 members 
Mstep: Class 2 contains 25399 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 102907 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4631 members 
Mstep: Class 8 contains 107478 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78480 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11622 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 17 contains 8602 members 
Mstep: Class 18 contains 6141 members 
Mstep: Class 19 contains 5328 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390116.000000 Penalty: 45213.089844
Iteration 229Q: 22 clusters Score -5.239012e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152723 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 5067 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 102931 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4633 members 
Mstep: Class 8 contains 107479 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78481 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 11619 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 17 contains 8586 members 
Mstep: Class 18 contains 6142 members 
Mstep: Class 19 contains 5339 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390132.000000 Penalty: 45213.089844
Iteration 230Q: 22 clusters Score -5.239013e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152730 members 
Mstep: Class 2 contains 25399 members 
Mstep: Class 3 contains 5054 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 102951 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4635 members 
Mstep: Class 8 contains 107479 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78482 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 11614 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 17 contains 8562 members 
Mstep: Class 18 contains 6143 members 
Mstep: Class 19 contains 5348 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390144.000000 Penalty: 45213.089844
Iteration 231Q: 22 clusters Score -5.239014e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152727 members 
Mstep: Class 2 contains 25400 members 
Mstep: Class 3 contains 5043 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 102964 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 107476 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78488 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 11607 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 17 contains 8550 members 
Mstep: Class 18 contains 6147 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390132.000000 Penalty: 45213.089844
Iteration 232Q: 22 clusters Score -5.239013e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 25399 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 22451 members 
Mstep: Class 5 contains 102970 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 107476 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78491 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 11602 members 
Mstep: Class 16 contains 6091 members 
Mstep: Class 17 contains 8540 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 5374 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390204.000000 Penalty: 45213.089844
Iteration 233Q: 22 clusters Score -5.23902e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 25400 members 
Mstep: Class 3 contains 5027 members 
Mstep: Class 4 contains 22451 members 
Mstep: Class 5 contains 102984 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4635 members 
Mstep: Class 8 contains 107474 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78490 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 6092 members 
Mstep: Class 17 contains 8531 members 
Mstep: Class 18 contains 6147 members 
Mstep: Class 19 contains 5386 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390228.000000 Penalty: 45213.089844
Iteration 234Q: 22 clusters Score -5.239023e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152712 members 
Mstep: Class 2 contains 25400 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 22451 members 
Mstep: Class 5 contains 102993 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4639 members 
Mstep: Class 8 contains 107472 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78491 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9935 members 
Mstep: Class 15 contains 11599 members 
Mstep: Class 16 contains 6092 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 6149 members 
Mstep: Class 19 contains 5394 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390204.000000 Penalty: 45213.089844
Iteration 235Q: 22 clusters Score -5.23902e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152709 members 
Mstep: Class 2 contains 25400 members 
Mstep: Class 3 contains 5013 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103002 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4640 members 
Mstep: Class 8 contains 107471 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78491 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9936 members 
Mstep: Class 15 contains 11598 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 8521 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 5400 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390172.000000 Penalty: 45213.089844
Iteration 236Q: 22 clusters Score -5.239017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 25400 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103005 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107470 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78490 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11597 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 8516 members 
Mstep: Class 18 contains 6147 members 
Mstep: Class 19 contains 5409 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390212.000000 Penalty: 45213.089844
Iteration 237Q: 22 clusters Score -5.239021e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 25399 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103008 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 107474 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78486 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11594 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 8517 members 
Mstep: Class 18 contains 6140 members 
Mstep: Class 19 contains 5420 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390188.000000 Penalty: 45213.089844
Iteration 238Q: 22 clusters Score -5.239019e+07 nChanged 27
Entering ConstructFrom: 
Score: -52390188.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (152700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152700 members 
Entering Unmasked Estep 
Score: -14476044.000000 Penalty: 1939.637451
	Iteration 0F: 2 clusters Score -1.447604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 76300 members 
Entering Unmasked Estep 
Score: -14374332.000000 Penalty: 3879.274902
	Iteration 0F: 3 clusters Score -1.437433e+07 nChanged 73894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80362 members 
Mstep: Class 2 contains 72338 members 
Entering Unmasked Estep 
Score: -14419414.000000 Penalty: 3879.274902
	Iteration 1F: 3 clusters Score -1.441941e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 69081 members 
Entering Unmasked Estep 
Score: -14422044.000000 Penalty: 3879.274902
	Iteration 2Q: 3 clusters Score -1.442204e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88658 members 
Mstep: Class 2 contains 64042 members 
Entering Unmasked Estep 
Score: -14426196.000000 Penalty: 3879.274902
	Iteration 3F: 3 clusters Score -1.44262e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95477 members 
Mstep: Class 2 contains 57223 members 
Entering Unmasked Estep 
Score: -14431766.000000 Penalty: 3879.274902
	Iteration 4F: 3 clusters Score -1.443177e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103625 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -14438615.000000 Penalty: 3879.274902
	Iteration 5F: 3 clusters Score -1.443862e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -14446089.000000 Penalty: 3879.274902
	Iteration 6F: 3 clusters Score -1.444609e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120716 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -14452816.000000 Penalty: 3879.274902
	Iteration 7F: 3 clusters Score -1.445282e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128078 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -14458258.000000 Penalty: 3879.274902
	Iteration 8F: 3 clusters Score -1.445826e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134205 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -14462195.000000 Penalty: 3879.274902
	Iteration 9Q: 3 clusters Score -1.44622e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139287 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -14465296.000000 Penalty: 3879.274902
	Iteration 10Q: 3 clusters Score -1.44653e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143426 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -14468046.000000 Penalty: 3879.274902
	Iteration 11Q: 3 clusters Score -1.446805e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146674 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -14470177.000000 Penalty: 3879.274902
	Iteration 12Q: 3 clusters Score -1.447018e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149033 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -14471802.000000 Penalty: 3879.274902
	Iteration 13Q: 3 clusters Score -1.44718e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150517 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -14472855.000000 Penalty: 3879.274902
	Iteration 14Q: 3 clusters Score -1.447286e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151361 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -14473476.000000 Penalty: 3879.274902
	Iteration 15Q: 3 clusters Score -1.447348e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151813 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -14473899.000000 Penalty: 3879.274902
	Iteration 16Q: 3 clusters Score -1.44739e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -14474121.000000 Penalty: 3879.274902
	Iteration 17Q: 3 clusters Score -1.447412e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152123 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14474283.000000 Penalty: 3879.274902
	Iteration 18Q: 3 clusters Score -1.447428e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14474360.000000 Penalty: 3879.274902
	Iteration 19Q: 3 clusters Score -1.447436e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152207 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -14474386.000000 Penalty: 3879.274902
	Iteration 20F: 3 clusters Score -1.447439e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152221 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -14474416.000000 Penalty: 3879.274902
	Iteration 21Q: 3 clusters Score -1.447442e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152227 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -14474424.000000 Penalty: 3879.274902
	Iteration 22Q: 3 clusters Score -1.447442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152234 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -14474451.000000 Penalty: 3879.274902
	Iteration 23Q: 3 clusters Score -1.447445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152235 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -14474459.000000 Penalty: 3879.274902
	Iteration 24Q: 3 clusters Score -1.447446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152237 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -14474457.000000 Penalty: 3879.274902
	Iteration 25Q: 3 clusters Score -1.447446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152241 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -14474474.000000 Penalty: 3879.274902
	Iteration 26Q: 3 clusters Score -1.447447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -14474488.000000 Penalty: 3879.274902
	Iteration 27Q: 3 clusters Score -1.447449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152250 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -14474497.000000 Penalty: 3879.274902
	Iteration 28Q: 3 clusters Score -1.44745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -14474487.000000 Penalty: 3879.274902
	Iteration 29Q: 3 clusters Score -1.447449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14474494.000000 Penalty: 3879.274902
	Iteration 30Q: 3 clusters Score -1.447449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14474498.000000 Penalty: 3879.274902
	Iteration 31Q: 3 clusters Score -1.44745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -14474503.000000 Penalty: 3879.274902
	Iteration 32Q: 3 clusters Score -1.44745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152249 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -14474505.000000 Penalty: 3879.274902
	Iteration 33Q: 3 clusters Score -1.44745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152247 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -14474501.000000 Penalty: 3879.274902
	Iteration 34Q: 3 clusters Score -1.44745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152245 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -14474502.000000 Penalty: 3879.274902
	Iteration 35Q: 3 clusters Score -1.44745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152245 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -14474502.000000 Penalty: 3879.274902
	Iteration 36F: 3 clusters Score -1.44745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Entering Unmasked Estep 
Score: -2418315.000000 Penalty: 1648.144165
	Iteration 0F: 2 clusters Score -2418315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2401028.750000 Penalty: 3296.288330
	Iteration 0F: 3 clusters Score -2401029 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2407463.750000 Penalty: 3296.288330
	Iteration 1F: 3 clusters Score -2407464 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2407949.000000 Penalty: 3296.288330
	Iteration 2Q: 3 clusters Score -2407949 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -2408538.250000 Penalty: 3296.288330
	Iteration 3Q: 3 clusters Score -2408538 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2409301.750000 Penalty: 3296.288330
	Iteration 4F: 3 clusters Score -2409302 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2410377.250000 Penalty: 3296.288330
	Iteration 5F: 3 clusters Score -2410377 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2411686.000000 Penalty: 3296.288330
	Iteration 6F: 3 clusters Score -2411686 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2412969.000000 Penalty: 3296.288330
	Iteration 7F: 3 clusters Score -2412969 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2413898.750000 Penalty: 3296.288330
	Iteration 8F: 3 clusters Score -2413899 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -2414496.500000 Penalty: 3296.288330
	Iteration 9Q: 3 clusters Score -2414496 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2414921.750000 Penalty: 3296.288330
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2415554 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2415718 nChanged 235
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Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2415894 nChanged 161
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Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2415928 nChanged 144
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Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2415953 nChanged 114
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Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2415983 nChanged 105
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Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2416049 nChanged 114
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Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2416072 nChanged 118
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Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 4587 members 
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Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 4370 members 
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	Iteration 32Q: 3 clusters Score -2416155 nChanged 115
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Mstep: Class 1 contains 21137 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2416178 nChanged 96
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Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2416199 nChanged 93
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Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 3987 members 
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Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 3902 members 
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	Iteration 37Q: 3 clusters Score -2416235 nChanged 75
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Mstep: Class 1 contains 21571 members 
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	Iteration 38Q: 3 clusters Score -2416240 nChanged 87
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Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 3742 members 
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Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2416268 nChanged 95
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Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 3556 members 
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Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 3465 members 
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Mstep: Class 2 contains 3391 members 
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Mstep: Class 1 contains 22078 members 
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Mstep: Class 1 contains 22185 members 
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Mstep: Class 1 contains 22287 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22376 members 
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Mstep: Class 1 contains 22468 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22556 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2416436 nChanged 85
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Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2416450 nChanged 79
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Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 2684 members 
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Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 2603 members 
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Mstep: Class 1 contains 22875 members 
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Mstep: Class 1 contains 22936 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 23004 members 
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	Iteration 55Q: 3 clusters Score -2416540 nChanged 82
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Mstep: Class 1 contains 23078 members 
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	Iteration 56Q: 3 clusters Score -2416562 nChanged 64
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Mstep: Class 1 contains 23142 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2416580 nChanged 59
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Mstep: Class 1 contains 23201 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2416594 nChanged 58
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Mstep: Class 1 contains 23257 members 
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	Iteration 59Q: 3 clusters Score -2416607 nChanged 57
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Mstep: Class 1 contains 23314 members 
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	Iteration 60F: 3 clusters Score -2416615 nChanged 74
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Mstep: Class 1 contains 23388 members 
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	Iteration 61Q: 3 clusters Score -2416644 nChanged 62
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Mstep: Class 1 contains 23448 members 
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	Iteration 62Q: 3 clusters Score -2416658 nChanged 59
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	Iteration 63Q: 3 clusters Score -2416665 nChanged 47
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2416678 nChanged 40
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	Iteration 65Q: 3 clusters Score -2416683 nChanged 33
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Mstep: Class 1 contains 23621 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2416686 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23650 members 
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	Iteration 67Q: 3 clusters Score -2416691 nChanged 28
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Mstep: Class 1 contains 23678 members 
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Mstep: Class 1 contains 23707 members 
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	Iteration 69Q: 3 clusters Score -2416703 nChanged 31
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2416712 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23771 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2416721 nChanged 46
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Mstep: Class 1 contains 23815 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2416735 nChanged 30
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Mstep: Class 1 contains 23845 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2416739 nChanged 28
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Mstep: Class 1 contains 23873 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2416748 nChanged 30
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Mstep: Class 1 contains 23903 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2416754 nChanged 29
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Mstep: Class 1 contains 23928 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2416758 nChanged 30
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Mstep: Class 1 contains 23958 members 
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	Iteration 77Q: 3 clusters Score -2416768 nChanged 36
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Mstep: Class 1 contains 23992 members 
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	Iteration 78Q: 3 clusters Score -2416780 nChanged 33
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	Iteration 79Q: 3 clusters Score -2416786 nChanged 36
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Mstep: Class 1 contains 24059 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2416796 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24089 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2416808 nChanged 33
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Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2416818 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24145 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2416831 nChanged 37
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Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2416839 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2416842 nChanged 17
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Mstep: Class 1 contains 24216 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2416849 nChanged 20
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	Iteration 91Q: 3 clusters Score -2416884 nChanged 14
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	Iteration 92Q: 3 clusters Score -2416884 nChanged 17
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	Iteration 94Q: 3 clusters Score -2416898 nChanged 27
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	Iteration 95Q: 3 clusters Score -2416903 nChanged 18
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	Iteration 96Q: 3 clusters Score -2416915 nChanged 18
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	Iteration 97Q: 3 clusters Score -2416921 nChanged 17
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	Iteration 99Q: 3 clusters Score -2416932 nChanged 11
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	Iteration 100F: 3 clusters Score -2416936 nChanged 17
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	Iteration 101Q: 3 clusters Score -2416942 nChanged 13
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	Iteration 102Q: 3 clusters Score -2416948 nChanged 13
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Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2416950.250000 Penalty: 3296.288330
	Iteration 103Q: 3 clusters Score -2416950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2416953.250000 Penalty: 3296.288330
	Iteration 104Q: 3 clusters Score -2416953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2416956.250000 Penalty: 3296.288330
	Iteration 105Q: 3 clusters Score -2416956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2416955.250000 Penalty: 3296.288330
	Iteration 106Q: 3 clusters Score -2416955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2416965.500000 Penalty: 3296.288330
	Iteration 107Q: 3 clusters Score -2416966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2416969.000000 Penalty: 3296.288330
	Iteration 108Q: 3 clusters Score -2416969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2416975.750000 Penalty: 3296.288330
	Iteration 109Q: 3 clusters Score -2416976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2416974.250000 Penalty: 3296.288330
	Iteration 110Q: 3 clusters Score -2416974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2416975.500000 Penalty: 3296.288330
	Iteration 111Q: 3 clusters Score -2416976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2416976.250000 Penalty: 3296.288330
	Iteration 112Q: 3 clusters Score -2416976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2416978.500000 Penalty: 3296.288330
	Iteration 113Q: 3 clusters Score -2416978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2416982.250000 Penalty: 3296.288330
	Iteration 114Q: 3 clusters Score -2416982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2416983.750000 Penalty: 3296.288330
	Iteration 115Q: 3 clusters Score -2416984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2416985.500000 Penalty: 3296.288330
	Iteration 116Q: 3 clusters Score -2416986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2416982.250000 Penalty: 3296.288330
	Iteration 117Q: 3 clusters Score -2416982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2416987.500000 Penalty: 3296.288330
	Iteration 118Q: 3 clusters Score -2416988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2416991.000000 Penalty: 3296.288330
	Iteration 119Q: 3 clusters Score -2416991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2416985.500000 Penalty: 3296.288330
	Iteration 120F: 3 clusters Score -2416986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2416994.250000 Penalty: 3296.288330
	Iteration 121Q: 3 clusters Score -2416994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2416996.250000 Penalty: 3296.288330
	Iteration 122Q: 3 clusters Score -2416996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2416998.000000 Penalty: 3296.288330
	Iteration 123Q: 3 clusters Score -2416998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2416999.750000 Penalty: 3296.288330
	Iteration 124Q: 3 clusters Score -2417000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2417000.000000 Penalty: 3296.288330
	Iteration 125Q: 3 clusters Score -2417000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2417003.250000 Penalty: 3296.288330
	Iteration 126Q: 3 clusters Score -2417003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2417004.500000 Penalty: 3296.288330
	Iteration 127Q: 3 clusters Score -2417004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2417005.250000 Penalty: 3296.288330
	Iteration 128Q: 3 clusters Score -2417005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2417007.500000 Penalty: 3296.288330
	Iteration 129Q: 3 clusters Score -2417008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2417003.750000 Penalty: 3296.288330
	Iteration 130Q: 3 clusters Score -2417004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2417003.750000 Penalty: 3296.288330
	Iteration 131F: 3 clusters Score -2417004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Entering Unmasked Estep 
Score: -478498.187500 Penalty: 1384.336060
	Iteration 0F: 2 clusters Score -478498.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -474485.093750 Penalty: 2768.672119
	Iteration 0F: 3 clusters Score -474485.1 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -475630.750000 Penalty: 2768.672119
	Iteration 1F: 3 clusters Score -475630.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -475782.531250 Penalty: 2768.672119
	Iteration 2F: 3 clusters Score -475782.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -475880.906250 Penalty: 2768.672119
	Iteration 3Q: 3 clusters Score -475880.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -475939.656250 Penalty: 2768.672119
	Iteration 4Q: 3 clusters Score -475939.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -475987.000000 Penalty: 2768.672119
	Iteration 5Q: 3 clusters Score -475987 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -476032.687500 Penalty: 2768.672119
	Iteration 6Q: 3 clusters Score -476032.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -476070.312500 Penalty: 2768.672119
	Iteration 7Q: 3 clusters Score -476070.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -476105.281250 Penalty: 2768.672119
	Iteration 8Q: 3 clusters Score -476105.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -476144.218750 Penalty: 2768.672119
	Iteration 9Q: 3 clusters Score -476144.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -476172.093750 Penalty: 2768.672119
	Iteration 10Q: 3 clusters Score -476172.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -476202.125000 Penalty: 2768.672119
	Iteration 11Q: 3 clusters Score -476202.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -476236.687500 Penalty: 2768.672119
	Iteration 12Q: 3 clusters Score -476236.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -476273.406250 Penalty: 2768.672119
	Iteration 13Q: 3 clusters Score -476273.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -476319.093750 Penalty: 2768.672119
	Iteration 14Q: 3 clusters Score -476319.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -476367.375000 Penalty: 2768.672119
	Iteration 15Q: 3 clusters Score -476367.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -476419.750000 Penalty: 2768.672119
	Iteration 16Q: 3 clusters Score -476419.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -476465.281250 Penalty: 2768.672119
	Iteration 17Q: 3 clusters Score -476465.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -476511.156250 Penalty: 2768.672119
	Iteration 18Q: 3 clusters Score -476511.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -476570.812500 Penalty: 2768.672119
	Iteration 19Q: 3 clusters Score -476570.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -476612.343750 Penalty: 2768.672119
	Iteration 20F: 3 clusters Score -476612.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -476654.125000 Penalty: 2768.672119
	Iteration 21Q: 3 clusters Score -476654.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -476688.218750 Penalty: 2768.672119
	Iteration 22Q: 3 clusters Score -476688.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -476714.218750 Penalty: 2768.672119
	Iteration 23Q: 3 clusters Score -476714.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -476735.906250 Penalty: 2768.672119
	Iteration 24Q: 3 clusters Score -476735.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -476759.625000 Penalty: 2768.672119
	Iteration 25Q: 3 clusters Score -476759.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -476781.062500 Penalty: 2768.672119
	Iteration 26Q: 3 clusters Score -476781.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -476797.812500 Penalty: 2768.672119
	Iteration 27Q: 3 clusters Score -476797.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -476808.593750 Penalty: 2768.672119
	Iteration 28Q: 3 clusters Score -476808.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -476817.718750 Penalty: 2768.672119
	Iteration 29Q: 3 clusters Score -476817.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -476826.968750 Penalty: 2768.672119
	Iteration 30Q: 3 clusters Score -476827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -476838.437500 Penalty: 2768.672119
	Iteration 31Q: 3 clusters Score -476838.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -476844.437500 Penalty: 2768.672119
	Iteration 32Q: 3 clusters Score -476844.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -476849.250000 Penalty: 2768.672119
	Iteration 33Q: 3 clusters Score -476849.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -476855.312500 Penalty: 2768.672119
	Iteration 34Q: 3 clusters Score -476855.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -476858.031250 Penalty: 2768.672119
	Iteration 35Q: 3 clusters Score -476858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -476861.562500 Penalty: 2768.672119
	Iteration 36Q: 3 clusters Score -476861.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -476864.843750 Penalty: 2768.672119
	Iteration 37Q: 3 clusters Score -476864.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -476869.000000 Penalty: 2768.672119
	Iteration 38Q: 3 clusters Score -476869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -476871.562500 Penalty: 2768.672119
	Iteration 39Q: 3 clusters Score -476871.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -476874.031250 Penalty: 2768.672119
	Iteration 40F: 3 clusters Score -476874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -476875.250000 Penalty: 2768.672119
	Iteration 41Q: 3 clusters Score -476875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -476876.812500 Penalty: 2768.672119
	Iteration 42Q: 3 clusters Score -476876.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -476878.437500 Penalty: 2768.672119
	Iteration 43Q: 3 clusters Score -476878.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -476880.281250 Penalty: 2768.672119
	Iteration 44Q: 3 clusters Score -476880.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -476882.812500 Penalty: 2768.672119
	Iteration 45Q: 3 clusters Score -476882.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -476885.093750 Penalty: 2768.672119
	Iteration 46Q: 3 clusters Score -476885.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -476888.468750 Penalty: 2768.672119
	Iteration 47Q: 3 clusters Score -476888.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -476891.093750 Penalty: 2768.672119
	Iteration 48Q: 3 clusters Score -476891.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -476891.875000 Penalty: 2768.672119
	Iteration 49Q: 3 clusters Score -476891.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -476895.406250 Penalty: 2768.672119
	Iteration 50Q: 3 clusters Score -476895.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -476895.718750 Penalty: 2768.672119
	Iteration 51Q: 3 clusters Score -476895.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -476896.625000 Penalty: 2768.672119
	Iteration 52Q: 3 clusters Score -476896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -476896.937500 Penalty: 2768.672119
	Iteration 53Q: 3 clusters Score -476896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -476897.968750 Penalty: 2768.672119
	Iteration 54Q: 3 clusters Score -476898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -476899.500000 Penalty: 2768.672119
	Iteration 55Q: 3 clusters Score -476899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -476901.062500 Penalty: 2768.672119
	Iteration 56Q: 3 clusters Score -476901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -476902.437500 Penalty: 2768.672119
	Iteration 57Q: 3 clusters Score -476902.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -476904.593750 Penalty: 2768.672119
	Iteration 58Q: 3 clusters Score -476904.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -476904.468750 Penalty: 2768.672119
	Iteration 59Q: 3 clusters Score -476904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -476904.468750 Penalty: 2768.672119
	Iteration 60F: 3 clusters Score -476904.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Entering Unmasked Estep 
Score: -2168741.000000 Penalty: 1628.109375
	Iteration 0F: 2 clusters Score -2168741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2153337.750000 Penalty: 3256.218750
	Iteration 0F: 3 clusters Score -2153338 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2158835.250000 Penalty: 3256.218750
	Iteration 1F: 3 clusters Score -2158835 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2159199.250000 Penalty: 3256.218750
	Iteration 2Q: 3 clusters Score -2159199 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2159559.250000 Penalty: 3256.218750
	Iteration 3Q: 3 clusters Score -2159559 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2159930.750000 Penalty: 3256.218750
	Iteration 4Q: 3 clusters Score -2159931 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2160302.250000 Penalty: 3256.218750
	Iteration 5Q: 3 clusters Score -2160302 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -2160697.000000 Penalty: 3256.218750
	Iteration 6Q: 3 clusters Score -2160697 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2161221.500000 Penalty: 3256.218750
	Iteration 7Q: 3 clusters Score -2161222 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2161850.250000 Penalty: 3256.218750
	Iteration 8Q: 3 clusters Score -2161850 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2162607.000000 Penalty: 3256.218750
	Iteration 9F: 3 clusters Score -2162607 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2163386.000000 Penalty: 3256.218750
	Iteration 10F: 3 clusters Score -2163386 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2164171.750000 Penalty: 3256.218750
	Iteration 11F: 3 clusters Score -2164172 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2164727.250000 Penalty: 3256.218750
	Iteration 12Q: 3 clusters Score -2164727 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2165093.500000 Penalty: 3256.218750
	Iteration 13Q: 3 clusters Score -2165094 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2165312.250000 Penalty: 3256.218750
	Iteration 14Q: 3 clusters Score -2165312 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2165446.250000 Penalty: 3256.218750
	Iteration 15Q: 3 clusters Score -2165446 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2165549.000000 Penalty: 3256.218750
	Iteration 16Q: 3 clusters Score -2165549 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2165645.250000 Penalty: 3256.218750
	Iteration 17Q: 3 clusters Score -2165645 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2165728.250000 Penalty: 3256.218750
	Iteration 18Q: 3 clusters Score -2165728 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2165795.000000 Penalty: 3256.218750
	Iteration 19Q: 3 clusters Score -2165795 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2165846.750000 Penalty: 3256.218750
	Iteration 20F: 3 clusters Score -2165847 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2165911.500000 Penalty: 3256.218750
	Iteration 21Q: 3 clusters Score -2165912 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2165941.250000 Penalty: 3256.218750
	Iteration 22Q: 3 clusters Score -2165941 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2165981.750000 Penalty: 3256.218750
	Iteration 23Q: 3 clusters Score -2165982 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2166024.750000 Penalty: 3256.218750
	Iteration 24Q: 3 clusters Score -2166025 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2166060.000000 Penalty: 3256.218750
	Iteration 25Q: 3 clusters Score -2166060 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2166090.500000 Penalty: 3256.218750
	Iteration 26Q: 3 clusters Score -2166090 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2166114.000000 Penalty: 3256.218750
	Iteration 27Q: 3 clusters Score -2166114 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2166130.500000 Penalty: 3256.218750
	Iteration 28Q: 3 clusters Score -2166130 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2166160.500000 Penalty: 3256.218750
	Iteration 29Q: 3 clusters Score -2166160 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2166198.750000 Penalty: 3256.218750
	Iteration 30Q: 3 clusters Score -2166199 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2166223.000000 Penalty: 3256.218750
	Iteration 31Q: 3 clusters Score -2166223 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2166245.000000 Penalty: 3256.218750
	Iteration 32Q: 3 clusters Score -2166245 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2166269.000000 Penalty: 3256.218750
	Iteration 33Q: 3 clusters Score -2166269 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2166303.750000 Penalty: 3256.218750
	Iteration 34Q: 3 clusters Score -2166304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2166336.250000 Penalty: 3256.218750
	Iteration 35Q: 3 clusters Score -2166336 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2166369.000000 Penalty: 3256.218750
	Iteration 36Q: 3 clusters Score -2166369 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2166418.750000 Penalty: 3256.218750
	Iteration 37Q: 3 clusters Score -2166419 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2166469.250000 Penalty: 3256.218750
	Iteration 38Q: 3 clusters Score -2166469 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2166516.000000 Penalty: 3256.218750
	Iteration 39Q: 3 clusters Score -2166516 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2166557.750000 Penalty: 3256.218750
	Iteration 40F: 3 clusters Score -2166558 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2166597.000000 Penalty: 3256.218750
	Iteration 41Q: 3 clusters Score -2166597 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -2166631.500000 Penalty: 3256.218750
	Iteration 42Q: 3 clusters Score -2166632 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2166674.250000 Penalty: 3256.218750
	Iteration 43Q: 3 clusters Score -2166674 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2166717.000000 Penalty: 3256.218750
	Iteration 44Q: 3 clusters Score -2166717 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2166744.500000 Penalty: 3256.218750
	Iteration 45Q: 3 clusters Score -2166744 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2166777.000000 Penalty: 3256.218750
	Iteration 46Q: 3 clusters Score -2166777 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2166813.250000 Penalty: 3256.218750
	Iteration 47Q: 3 clusters Score -2166813 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2166849.750000 Penalty: 3256.218750
	Iteration 48Q: 3 clusters Score -2166850 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2166876.250000 Penalty: 3256.218750
	Iteration 49Q: 3 clusters Score -2166876 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2166905.750000 Penalty: 3256.218750
	Iteration 50Q: 3 clusters Score -2166906 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2166928.000000 Penalty: 3256.218750
	Iteration 51Q: 3 clusters Score -2166928 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2166946.750000 Penalty: 3256.218750
	Iteration 52Q: 3 clusters Score -2166947 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2166979.750000 Penalty: 3256.218750
	Iteration 53Q: 3 clusters Score -2166980 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2167005.750000 Penalty: 3256.218750
	Iteration 54Q: 3 clusters Score -2167006 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -2167035.750000 Penalty: 3256.218750
	Iteration 55Q: 3 clusters Score -2167036 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2167075.500000 Penalty: 3256.218750
	Iteration 56Q: 3 clusters Score -2167076 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -2167100.250000 Penalty: 3256.218750
	Iteration 57Q: 3 clusters Score -2167100 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2167137.250000 Penalty: 3256.218750
	Iteration 58Q: 3 clusters Score -2167137 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2167174.000000 Penalty: 3256.218750
	Iteration 59Q: 3 clusters Score -2167174 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2167203.750000 Penalty: 3256.218750
	Iteration 60F: 3 clusters Score -2167204 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2167233.500000 Penalty: 3256.218750
	Iteration 61Q: 3 clusters Score -2167234 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2167267.500000 Penalty: 3256.218750
	Iteration 62Q: 3 clusters Score -2167268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2167299.750000 Penalty: 3256.218750
	Iteration 63Q: 3 clusters Score -2167300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2167327.000000 Penalty: 3256.218750
	Iteration 64Q: 3 clusters Score -2167327 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2167352.000000 Penalty: 3256.218750
	Iteration 65Q: 3 clusters Score -2167352 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2167377.750000 Penalty: 3256.218750
	Iteration 66Q: 3 clusters Score -2167378 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2167401.000000 Penalty: 3256.218750
	Iteration 67Q: 3 clusters Score -2167401 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2167430.000000 Penalty: 3256.218750
	Iteration 68Q: 3 clusters Score -2167430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2167447.000000 Penalty: 3256.218750
	Iteration 69Q: 3 clusters Score -2167447 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2167464.750000 Penalty: 3256.218750
	Iteration 70Q: 3 clusters Score -2167465 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2167475.000000 Penalty: 3256.218750
	Iteration 71Q: 3 clusters Score -2167475 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2167476.500000 Penalty: 3256.218750
	Iteration 72Q: 3 clusters Score -2167476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2167481.750000 Penalty: 3256.218750
	Iteration 73Q: 3 clusters Score -2167482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2167489.750000 Penalty: 3256.218750
	Iteration 74Q: 3 clusters Score -2167490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2167491.500000 Penalty: 3256.218750
	Iteration 75Q: 3 clusters Score -2167492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2167486.750000 Penalty: 3256.218750
	Iteration 76Q: 3 clusters Score -2167487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2167494.250000 Penalty: 3256.218750
	Iteration 77Q: 3 clusters Score -2167494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2167498.500000 Penalty: 3256.218750
	Iteration 78Q: 3 clusters Score -2167498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2167506.000000 Penalty: 3256.218750
	Iteration 79Q: 3 clusters Score -2167506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2167508.500000 Penalty: 3256.218750
	Iteration 80F: 3 clusters Score -2167508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2167511.750000 Penalty: 3256.218750
	Iteration 81Q: 3 clusters Score -2167512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2167511.500000 Penalty: 3256.218750
	Iteration 82Q: 3 clusters Score -2167512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2167511.500000 Penalty: 3256.218750
	Iteration 83Q: 3 clusters Score -2167512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2167510.250000 Penalty: 3256.218750
	Iteration 84Q: 3 clusters Score -2167510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2167512.000000 Penalty: 3256.218750
	Iteration 85Q: 3 clusters Score -2167512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2167513.000000 Penalty: 3256.218750
	Iteration 86Q: 3 clusters Score -2167513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2167517.250000 Penalty: 3256.218750
	Iteration 87Q: 3 clusters Score -2167517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2167521.750000 Penalty: 3256.218750
	Iteration 88Q: 3 clusters Score -2167522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2167522.500000 Penalty: 3256.218750
	Iteration 89Q: 3 clusters Score -2167522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2167522.250000 Penalty: 3256.218750
	Iteration 90Q: 3 clusters Score -2167522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2167519.250000 Penalty: 3256.218750
	Iteration 91Q: 3 clusters Score -2167519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2167524.250000 Penalty: 3256.218750
	Iteration 92Q: 3 clusters Score -2167524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2167525.750000 Penalty: 3256.218750
	Iteration 93Q: 3 clusters Score -2167526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2167527.000000 Penalty: 3256.218750
	Iteration 94Q: 3 clusters Score -2167527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2167527.500000 Penalty: 3256.218750
	Iteration 95Q: 3 clusters Score -2167528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2167528.750000 Penalty: 3256.218750
	Iteration 96Q: 3 clusters Score -2167529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2167532.000000 Penalty: 3256.218750
	Iteration 97Q: 3 clusters Score -2167532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2167534.250000 Penalty: 3256.218750
	Iteration 98Q: 3 clusters Score -2167534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2167536.250000 Penalty: 3256.218750
	Iteration 99Q: 3 clusters Score -2167536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2167536.750000 Penalty: 3256.218750
	Iteration 100F: 3 clusters Score -2167537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2167536.750000 Penalty: 3256.218750
	Iteration 101Q: 3 clusters Score -2167537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2167534.000000 Penalty: 3256.218750
	Iteration 102Q: 3 clusters Score -2167534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2167534.000000 Penalty: 3256.218750
	Iteration 103F: 3 clusters Score -2167534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (103005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103005 members 
Entering Unmasked Estep 
Score: -9683542.000000 Penalty: 1875.661621
	Iteration 0F: 2 clusters Score -9683542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -9614851.000000 Penalty: 3751.323242
	Iteration 0F: 3 clusters Score -9614851 nChanged 49193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56555 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -9643734.000000 Penalty: 3751.323242
	Iteration 1F: 3 clusters Score -9643734 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -9645353.000000 Penalty: 3751.323242
	Iteration 2Q: 3 clusters Score -9645353 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -9648028.000000 Penalty: 3751.323242
	Iteration 3F: 3 clusters Score -9648028 nChanged 7206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -9652753.000000 Penalty: 3751.323242
	Iteration 4F: 3 clusters Score -9652753 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79056 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -9659867.000000 Penalty: 3751.323242
	Iteration 5F: 3 clusters Score -9659867 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -9668221.000000 Penalty: 3751.323242
	Iteration 6F: 3 clusters Score -9668221 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94528 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -9675079.000000 Penalty: 3751.323242
	Iteration 7F: 3 clusters Score -9675079 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98775 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -9678996.000000 Penalty: 3751.323242
	Iteration 8Q: 3 clusters Score -9678996 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -9680737.000000 Penalty: 3751.323242
	Iteration 9Q: 3 clusters Score -9680737 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101823 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9681480.000000 Penalty: 3751.323242
	Iteration 10Q: 3 clusters Score -9681480 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9681805.000000 Penalty: 3751.323242
	Iteration 11Q: 3 clusters Score -9681805 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102445 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9681964.000000 Penalty: 3751.323242
	Iteration 12Q: 3 clusters Score -9681964 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102541 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9682057.000000 Penalty: 3751.323242
	Iteration 13Q: 3 clusters Score -9682057 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102587 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9682086.000000 Penalty: 3751.323242
	Iteration 14Q: 3 clusters Score -9682086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102610 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9682088.000000 Penalty: 3751.323242
	Iteration 15Q: 3 clusters Score -9682088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102623 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9682109.000000 Penalty: 3751.323242
	Iteration 16Q: 3 clusters Score -9682109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102629 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9682118.000000 Penalty: 3751.323242
	Iteration 17Q: 3 clusters Score -9682118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102637 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9682118.000000 Penalty: 3751.323242
	Iteration 18Q: 3 clusters Score -9682118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9682125.000000 Penalty: 3751.323242
	Iteration 19Q: 3 clusters Score -9682125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9682130.000000 Penalty: 3751.323242
	Iteration 20F: 3 clusters Score -9682130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102645 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9682140.000000 Penalty: 3751.323242
	Iteration 21Q: 3 clusters Score -9682140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9682138.000000 Penalty: 3751.323242
	Iteration 22Q: 3 clusters Score -9682138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102653 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9682146.000000 Penalty: 3751.323242
	Iteration 23Q: 3 clusters Score -9682146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9682142.000000 Penalty: 3751.323242
	Iteration 24Q: 3 clusters Score -9682142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102657 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9682148.000000 Penalty: 3751.323242
	Iteration 25Q: 3 clusters Score -9682148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102659 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9682154.000000 Penalty: 3751.323242
	Iteration 26Q: 3 clusters Score -9682154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102661 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9682159.000000 Penalty: 3751.323242
	Iteration 27Q: 3 clusters Score -9682159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9682157.000000 Penalty: 3751.323242
	Iteration 28Q: 3 clusters Score -9682157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9682150.000000 Penalty: 3751.323242
	Iteration 29Q: 3 clusters Score -9682150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102664 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9682153.000000 Penalty: 3751.323242
	Iteration 30Q: 3 clusters Score -9682153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9682154.000000 Penalty: 3751.323242
	Iteration 31Q: 3 clusters Score -9682154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102663 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9682154.000000 Penalty: 3751.323242
	Iteration 32F: 3 clusters Score -9682154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -115239.734375 Penalty: 1168.239746
	Iteration 0F: 2 clusters Score -115239.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -113600.421875 Penalty: 2336.479492
	Iteration 0F: 3 clusters Score -113600.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -113933.179688 Penalty: 2336.479492
	Iteration 1F: 3 clusters Score -113933.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -114041.703125 Penalty: 2336.479492
	Iteration 2F: 3 clusters Score -114041.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114140.703125 Penalty: 2336.479492
	Iteration 3Q: 3 clusters Score -114140.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -114264.093750 Penalty: 2336.479492
	Iteration 4Q: 3 clusters Score -114264.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -114368.679688 Penalty: 2336.479492
	Iteration 5F: 3 clusters Score -114368.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -114467.046875 Penalty: 2336.479492
	Iteration 6F: 3 clusters Score -114467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -114551.976562 Penalty: 2336.479492
	Iteration 7Q: 3 clusters Score -114552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -114598.523438 Penalty: 2336.479492
	Iteration 8Q: 3 clusters Score -114598.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -114635.968750 Penalty: 2336.479492
	Iteration 9Q: 3 clusters Score -114636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -114670.679688 Penalty: 2336.479492
	Iteration 10Q: 3 clusters Score -114670.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -114694.500000 Penalty: 2336.479492
	Iteration 11Q: 3 clusters Score -114694.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -114700.992188 Penalty: 2336.479492
	Iteration 12Q: 3 clusters Score -114701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -114709.070312 Penalty: 2336.479492
	Iteration 13Q: 3 clusters Score -114709.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -114713.945312 Penalty: 2336.479492
	Iteration 14Q: 3 clusters Score -114713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -114718.187500 Penalty: 2336.479492
	Iteration 15Q: 3 clusters Score -114718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -114720.492188 Penalty: 2336.479492
	Iteration 16Q: 3 clusters Score -114720.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -114721.718750 Penalty: 2336.479492
	Iteration 17Q: 3 clusters Score -114721.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -114721.718750 Penalty: 2336.479492
	Iteration 18F: 3 clusters Score -114721.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -404936.062500 Penalty: 1372.076294
	Iteration 0F: 2 clusters Score -404936.1 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 2277 members 
Entering Unmasked Estep 
Score: -401202.468750 Penalty: 2744.152588
	Iteration 0F: 3 clusters Score -401202.5 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -402376.812500 Penalty: 2744.152588
	Iteration 1F: 3 clusters Score -402376.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -402861.531250 Penalty: 2744.152588
	Iteration 2F: 3 clusters Score -402861.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -403303.250000 Penalty: 2744.152588
	Iteration 3F: 3 clusters Score -403303.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -403644.750000 Penalty: 2744.152588
	Iteration 4F: 3 clusters Score -403644.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -403876.593750 Penalty: 2744.152588
	Iteration 5F: 3 clusters Score -403876.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -404047.875000 Penalty: 2744.152588
	Iteration 6Q: 3 clusters Score -404047.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -404149.187500 Penalty: 2744.152588
	Iteration 7Q: 3 clusters Score -404149.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -404200.625000 Penalty: 2744.152588
	Iteration 8Q: 3 clusters Score -404200.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -404247.093750 Penalty: 2744.152588
	Iteration 9Q: 3 clusters Score -404247.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -404291.187500 Penalty: 2744.152588
	Iteration 10Q: 3 clusters Score -404291.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -404331.281250 Penalty: 2744.152588
	Iteration 11Q: 3 clusters Score -404331.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -404351.718750 Penalty: 2744.152588
	Iteration 12Q: 3 clusters Score -404351.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -404363.593750 Penalty: 2744.152588
	Iteration 13Q: 3 clusters Score -404363.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -404377.562500 Penalty: 2744.152588
	Iteration 14Q: 3 clusters Score -404377.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -404386.937500 Penalty: 2744.152588
	Iteration 15Q: 3 clusters Score -404386.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -404395.906250 Penalty: 2744.152588
	Iteration 16Q: 3 clusters Score -404395.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -404400.312500 Penalty: 2744.152588
	Iteration 17Q: 3 clusters Score -404400.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -404405.343750 Penalty: 2744.152588
	Iteration 18Q: 3 clusters Score -404405.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -404410.812500 Penalty: 2744.152588
	Iteration 19Q: 3 clusters Score -404410.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -404411.843750 Penalty: 2744.152588
	Iteration 20F: 3 clusters Score -404411.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -404416.250000 Penalty: 2744.152588
	Iteration 21Q: 3 clusters Score -404416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -404419.500000 Penalty: 2744.152588
	Iteration 22Q: 3 clusters Score -404419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -404420.625000 Penalty: 2744.152588
	Iteration 23Q: 3 clusters Score -404420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -404420.062500 Penalty: 2744.152588
	Iteration 24Q: 3 clusters Score -404420.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -404420.062500 Penalty: 2744.152588
	Iteration 25F: 3 clusters Score -404420.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107473 members 
Entering Unmasked Estep 
Score: -10110898.000000 Penalty: 1882.561768
	Iteration 0F: 2 clusters Score -1.01109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 53772 members 
Entering Unmasked Estep 
Score: -10038977.000000 Penalty: 3765.123535
	Iteration 0F: 3 clusters Score -1.003898e+07 nChanged 51559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -10068521.000000 Penalty: 3765.123535
	Iteration 1F: 3 clusters Score -1.006852e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -10069189.000000 Penalty: 3765.123535
	Iteration 2Q: 3 clusters Score -1.006919e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -10069931.000000 Penalty: 3765.123535
	Iteration 3Q: 3 clusters Score -1.006993e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -10070843.000000 Penalty: 3765.123535
	Iteration 4Q: 3 clusters Score -1.007084e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -10072230.000000 Penalty: 3765.123535
	Iteration 5Q: 3 clusters Score -1.007223e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -10074344.000000 Penalty: 3765.123535
	Iteration 6Q: 3 clusters Score -1.007434e+07 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68307 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -10077590.000000 Penalty: 3765.123535
	Iteration 7F: 3 clusters Score -1.007759e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74534 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -10082206.000000 Penalty: 3765.123535
	Iteration 8F: 3 clusters Score -1.008221e+07 nChanged 7701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81767 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -10088389.000000 Penalty: 3765.123535
	Iteration 9F: 3 clusters Score -1.008839e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89025 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -10095171.000000 Penalty: 3765.123535
	Iteration 10F: 3 clusters Score -1.009517e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -10100719.000000 Penalty: 3765.123535
	Iteration 11F: 3 clusters Score -1.010072e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99244 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -10104405.000000 Penalty: 3765.123535
	Iteration 12Q: 3 clusters Score -1.01044e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101915 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -10106680.000000 Penalty: 3765.123535
	Iteration 13Q: 3 clusters Score -1.010668e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -10108032.000000 Penalty: 3765.123535
	Iteration 14Q: 3 clusters Score -1.010803e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104700 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -10108774.000000 Penalty: 3765.123535
	Iteration 15Q: 3 clusters Score -1.010877e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105363 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -10109205.000000 Penalty: 3765.123535
	Iteration 16Q: 3 clusters Score -1.01092e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105758 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10109495.000000 Penalty: 3765.123535
	Iteration 17Q: 3 clusters Score -1.01095e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106008 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -10109654.000000 Penalty: 3765.123535
	Iteration 18Q: 3 clusters Score -1.010965e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106178 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10109774.000000 Penalty: 3765.123535
	Iteration 19Q: 3 clusters Score -1.010977e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10109888.000000 Penalty: 3765.123535
	Iteration 20F: 3 clusters Score -1.010989e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10109957.000000 Penalty: 3765.123535
	Iteration 21Q: 3 clusters Score -1.010996e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106417 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10109994.000000 Penalty: 3765.123535
	Iteration 22Q: 3 clusters Score -1.010999e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10110048.000000 Penalty: 3765.123535
	Iteration 23Q: 3 clusters Score -1.011005e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106493 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10110060.000000 Penalty: 3765.123535
	Iteration 24Q: 3 clusters Score -1.011006e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106523 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10110100.000000 Penalty: 3765.123535
	Iteration 25Q: 3 clusters Score -1.01101e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106546 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10110116.000000 Penalty: 3765.123535
	Iteration 26Q: 3 clusters Score -1.011012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106549 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10110134.000000 Penalty: 3765.123535
	Iteration 27Q: 3 clusters Score -1.011013e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10110143.000000 Penalty: 3765.123535
	Iteration 28Q: 3 clusters Score -1.011014e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10110157.000000 Penalty: 3765.123535
	Iteration 29Q: 3 clusters Score -1.011016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106551 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10110162.000000 Penalty: 3765.123535
	Iteration 30Q: 3 clusters Score -1.011016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10110166.000000 Penalty: 3765.123535
	Iteration 31Q: 3 clusters Score -1.011017e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106554 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10110175.000000 Penalty: 3765.123535
	Iteration 32Q: 3 clusters Score -1.011018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10110175.000000 Penalty: 3765.123535
	Iteration 33Q: 3 clusters Score -1.011018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10110188.000000 Penalty: 3765.123535
	Iteration 34Q: 3 clusters Score -1.011019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106552 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10110184.000000 Penalty: 3765.123535
	Iteration 35Q: 3 clusters Score -1.011018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106555 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10110187.000000 Penalty: 3765.123535
	Iteration 36Q: 3 clusters Score -1.011019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106557 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10110189.000000 Penalty: 3765.123535
	Iteration 37Q: 3 clusters Score -1.011019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10110198.000000 Penalty: 3765.123535
	Iteration 38Q: 3 clusters Score -1.01102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10110207.000000 Penalty: 3765.123535
	Iteration 39Q: 3 clusters Score -1.011021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106563 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10110205.000000 Penalty: 3765.123535
	Iteration 40F: 3 clusters Score -1.01102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106560 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10110201.000000 Penalty: 3765.123535
	Iteration 41Q: 3 clusters Score -1.01102e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106558 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10110203.000000 Penalty: 3765.123535
	Iteration 42Q: 3 clusters Score -1.01102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10110213.000000 Penalty: 3765.123535
	Iteration 43Q: 3 clusters Score -1.011021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10110219.000000 Penalty: 3765.123535
	Iteration 44Q: 3 clusters Score -1.011022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10110214.000000 Penalty: 3765.123535
	Iteration 45Q: 3 clusters Score -1.011021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10110213.000000 Penalty: 3765.123535
	Iteration 46Q: 3 clusters Score -1.011021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10110212.000000 Penalty: 3765.123535
	Iteration 47Q: 3 clusters Score -1.011021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106549 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10110214.000000 Penalty: 3765.123535
	Iteration 48Q: 3 clusters Score -1.011021e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10110212.000000 Penalty: 3765.123535
	Iteration 49Q: 3 clusters Score -1.011021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106547 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10110212.000000 Penalty: 3765.123535
	Iteration 50F: 3 clusters Score -1.011021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -682967.625000 Penalty: 1439.969360
	Iteration 0F: 2 clusters Score -682967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -677667.062500 Penalty: 2879.938721
	Iteration 0F: 3 clusters Score -677667.1 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -679257.937500 Penalty: 2879.938721
	Iteration 1F: 3 clusters Score -679257.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -679494.437500 Penalty: 2879.938721
	Iteration 2F: 3 clusters Score -679494.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -679651.625000 Penalty: 2879.938721
	Iteration 3Q: 3 clusters Score -679651.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -679773.187500 Penalty: 2879.938721
	Iteration 4Q: 3 clusters Score -679773.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -679881.312500 Penalty: 2879.938721
	Iteration 5Q: 3 clusters Score -679881.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -680008.687500 Penalty: 2879.938721
	Iteration 6Q: 3 clusters Score -680008.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -680143.250000 Penalty: 2879.938721
	Iteration 7Q: 3 clusters Score -680143.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -680306.125000 Penalty: 2879.938721
	Iteration 8Q: 3 clusters Score -680306.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -680489.500000 Penalty: 2879.938721
	Iteration 9Q: 3 clusters Score -680489.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -680682.937500 Penalty: 2879.938721
	Iteration 10Q: 3 clusters Score -680682.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -680899.812500 Penalty: 2879.938721
	Iteration 11Q: 3 clusters Score -680899.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -681094.562500 Penalty: 2879.938721
	Iteration 12Q: 3 clusters Score -681094.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -681277.062500 Penalty: 2879.938721
	Iteration 13Q: 3 clusters Score -681277.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -681426.187500 Penalty: 2879.938721
	Iteration 14Q: 3 clusters Score -681426.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -681531.562500 Penalty: 2879.938721
	Iteration 15Q: 3 clusters Score -681531.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -681601.625000 Penalty: 2879.938721
	Iteration 16Q: 3 clusters Score -681601.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -681651.500000 Penalty: 2879.938721
	Iteration 17Q: 3 clusters Score -681651.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -681681.312500 Penalty: 2879.938721
	Iteration 18Q: 3 clusters Score -681681.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -681696.750000 Penalty: 2879.938721
	Iteration 19Q: 3 clusters Score -681696.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -681712.937500 Penalty: 2879.938721
	Iteration 20F: 3 clusters Score -681712.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -681725.000000 Penalty: 2879.938721
	Iteration 21Q: 3 clusters Score -681725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -681740.875000 Penalty: 2879.938721
	Iteration 22Q: 3 clusters Score -681740.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -681748.250000 Penalty: 2879.938721
	Iteration 23Q: 3 clusters Score -681748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -681751.812500 Penalty: 2879.938721
	Iteration 24Q: 3 clusters Score -681751.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -681753.687500 Penalty: 2879.938721
	Iteration 25Q: 3 clusters Score -681753.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -681756.750000 Penalty: 2879.938721
	Iteration 26Q: 3 clusters Score -681756.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -681759.187500 Penalty: 2879.938721
	Iteration 27Q: 3 clusters Score -681759.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -681765.750000 Penalty: 2879.938721
	Iteration 28Q: 3 clusters Score -681765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -681770.750000 Penalty: 2879.938721
	Iteration 29Q: 3 clusters Score -681770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -681772.500000 Penalty: 2879.938721
	Iteration 30Q: 3 clusters Score -681772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -681773.250000 Penalty: 2879.938721
	Iteration 31Q: 3 clusters Score -681773.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -681773.250000 Penalty: 2879.938721
	Iteration 32F: 3 clusters Score -681773.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (78486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78486 members 
Entering Unmasked Estep 
Score: -7526154.500000 Penalty: 1831.484741
	Iteration 0F: 2 clusters Score -7526154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -7473826.500000 Penalty: 3662.969482
	Iteration 0F: 3 clusters Score -7473826 nChanged 37160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -7495057.000000 Penalty: 3662.969482
	Iteration 1F: 3 clusters Score -7495057 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -7495911.000000 Penalty: 3662.969482
	Iteration 2Q: 3 clusters Score -7495911 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -7497139.000000 Penalty: 3662.969482
	Iteration 3Q: 3 clusters Score -7497139 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -7499140.500000 Penalty: 3662.969482
	Iteration 4F: 3 clusters Score -7499140 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 54388 members 
Entering Unmasked Estep 
Score: -7502427.000000 Penalty: 3662.969482
	Iteration 5F: 3 clusters Score -7502427 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -7507501.000000 Penalty: 3662.969482
	Iteration 6F: 3 clusters Score -7507501 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -7513518.000000 Penalty: 3662.969482
	Iteration 7F: 3 clusters Score -7513518 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 71918 members 
Entering Unmasked Estep 
Score: -7518728.000000 Penalty: 3662.969482
	Iteration 8F: 3 clusters Score -7518728 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 75269 members 
Entering Unmasked Estep 
Score: -7521873.000000 Penalty: 3662.969482
	Iteration 9Q: 3 clusters Score -7521873 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 76946 members 
Entering Unmasked Estep 
Score: -7523380.500000 Penalty: 3662.969482
	Iteration 10Q: 3 clusters Score -7523380 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 77691 members 
Entering Unmasked Estep 
Score: -7524066.500000 Penalty: 3662.969482
	Iteration 11Q: 3 clusters Score -7524066 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -7524297.500000 Penalty: 3662.969482
	Iteration 12Q: 3 clusters Score -7524298 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -7524408.000000 Penalty: 3662.969482
	Iteration 13Q: 3 clusters Score -7524408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 78105 members 
Entering Unmasked Estep 
Score: -7524455.000000 Penalty: 3662.969482
	Iteration 14Q: 3 clusters Score -7524455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 78140 members 
Entering Unmasked Estep 
Score: -7524505.500000 Penalty: 3662.969482
	Iteration 15Q: 3 clusters Score -7524506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -7524532.000000 Penalty: 3662.969482
	Iteration 16Q: 3 clusters Score -7524532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -7524561.500000 Penalty: 3662.969482
	Iteration 17Q: 3 clusters Score -7524562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -7524565.000000 Penalty: 3662.969482
	Iteration 18Q: 3 clusters Score -7524565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -7524577.000000 Penalty: 3662.969482
	Iteration 19Q: 3 clusters Score -7524577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -7524589.500000 Penalty: 3662.969482
	Iteration 20F: 3 clusters Score -7524590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 78164 members 
Entering Unmasked Estep 
Score: -7524598.000000 Penalty: 3662.969482
	Iteration 21Q: 3 clusters Score -7524598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -7524596.500000 Penalty: 3662.969482
	Iteration 22Q: 3 clusters Score -7524596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -7524606.500000 Penalty: 3662.969482
	Iteration 23Q: 3 clusters Score -7524606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -7524606.500000 Penalty: 3662.969482
	Iteration 24Q: 3 clusters Score -7524606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -7524604.000000 Penalty: 3662.969482
	Iteration 25Q: 3 clusters Score -7524604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -7524604.000000 Penalty: 3662.969482
	Iteration 26F: 3 clusters Score -7524604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -301637.156250 Penalty: 1312.181152
	Iteration 0F: 2 clusters Score -301637.2 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: -298819.843750 Penalty: 2624.362305
	Iteration 0F: 3 clusters Score -298819.8 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -299450.125000 Penalty: 2624.362305
	Iteration 1F: 3 clusters Score -299450.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -299574.875000 Penalty: 2624.362305
	Iteration 2F: 3 clusters Score -299574.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -299649.468750 Penalty: 2624.362305
	Iteration 3Q: 3 clusters Score -299649.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -299715.968750 Penalty: 2624.362305
	Iteration 4Q: 3 clusters Score -299716 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -299784.406250 Penalty: 2624.362305
	Iteration 5Q: 3 clusters Score -299784.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -299850.812500 Penalty: 2624.362305
	Iteration 6Q: 3 clusters Score -299850.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -299906.218750 Penalty: 2624.362305
	Iteration 7Q: 3 clusters Score -299906.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -299958.312500 Penalty: 2624.362305
	Iteration 8Q: 3 clusters Score -299958.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -300014.937500 Penalty: 2624.362305
	Iteration 9Q: 3 clusters Score -300014.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -300070.312500 Penalty: 2624.362305
	Iteration 10Q: 3 clusters Score -300070.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -300137.406250 Penalty: 2624.362305
	Iteration 11Q: 3 clusters Score -300137.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -300204.562500 Penalty: 2624.362305
	Iteration 12Q: 3 clusters Score -300204.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -300274.218750 Penalty: 2624.362305
	Iteration 13Q: 3 clusters Score -300274.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -300315.281250 Penalty: 2624.362305
	Iteration 14Q: 3 clusters Score -300315.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -300345.062500 Penalty: 2624.362305
	Iteration 15Q: 3 clusters Score -300345.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -300375.812500 Penalty: 2624.362305
	Iteration 16Q: 3 clusters Score -300375.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -300406.031250 Penalty: 2624.362305
	Iteration 17Q: 3 clusters Score -300406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -300426.750000 Penalty: 2624.362305
	Iteration 18Q: 3 clusters Score -300426.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -300448.000000 Penalty: 2624.362305
	Iteration 19Q: 3 clusters Score -300448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -300467.281250 Penalty: 2624.362305
	Iteration 20F: 3 clusters Score -300467.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -300481.531250 Penalty: 2624.362305
	Iteration 21Q: 3 clusters Score -300481.5 nChanged 12
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: -300490.625000 Penalty: 2624.362305
	Iteration 22Q: 3 clusters Score -300490.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -300500.812500 Penalty: 2624.362305
	Iteration 23Q: 3 clusters Score -300500.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -300508.062500 Penalty: 2624.362305
	Iteration 24Q: 3 clusters Score -300508.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -300512.593750 Penalty: 2624.362305
	Iteration 25Q: 3 clusters Score -300512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -300516.281250 Penalty: 2624.362305
	Iteration 26Q: 3 clusters Score -300516.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -300518.250000 Penalty: 2624.362305
	Iteration 27Q: 3 clusters Score -300518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -300518.250000 Penalty: 2624.362305
	Iteration 28F: 3 clusters Score -300518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -213509.328125 Penalty: 1259.614746
	Iteration 0F: 2 clusters Score -213509.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -211191.031250 Penalty: 2519.229492
	Iteration 0F: 3 clusters Score -211191 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -211722.203125 Penalty: 2519.229492
	Iteration 1F: 3 clusters Score -211722.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -211868.562500 Penalty: 2519.229492
	Iteration 2F: 3 clusters Score -211868.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -211962.828125 Penalty: 2519.229492
	Iteration 3F: 3 clusters Score -211962.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -212013.828125 Penalty: 2519.229492
	Iteration 4Q: 3 clusters Score -212013.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -212050.812500 Penalty: 2519.229492
	Iteration 5Q: 3 clusters Score -212050.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -212074.609375 Penalty: 2519.229492
	Iteration 6Q: 3 clusters Score -212074.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -212087.890625 Penalty: 2519.229492
	Iteration 7Q: 3 clusters Score -212087.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -212095.187500 Penalty: 2519.229492
	Iteration 8Q: 3 clusters Score -212095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -212099.546875 Penalty: 2519.229492
	Iteration 9Q: 3 clusters Score -212099.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -212103.187500 Penalty: 2519.229492
	Iteration 10Q: 3 clusters Score -212103.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -212107.750000 Penalty: 2519.229492
	Iteration 11Q: 3 clusters Score -212107.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -212114.234375 Penalty: 2519.229492
	Iteration 12Q: 3 clusters Score -212114.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -212117.984375 Penalty: 2519.229492
	Iteration 13Q: 3 clusters Score -212118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -212119.343750 Penalty: 2519.229492
	Iteration 14Q: 3 clusters Score -212119.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -212120.296875 Penalty: 2519.229492
	Iteration 15Q: 3 clusters Score -212120.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -212120.296875 Penalty: 2519.229492
	Iteration 16F: 3 clusters Score -212120.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Entering Unmasked Estep 
Score: -306850.281250 Penalty: 1317.895508
	Iteration 0F: 2 clusters Score -306850.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -303910.187500 Penalty: 2635.791016
	Iteration 0F: 3 clusters Score -303910.2 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -304825.500000 Penalty: 2635.791016
	Iteration 1F: 3 clusters Score -304825.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -305231.093750 Penalty: 2635.791016
	Iteration 2F: 3 clusters Score -305231.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -305536.656250 Penalty: 2635.791016
	Iteration 3F: 3 clusters Score -305536.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -305780.375000 Penalty: 2635.791016
	Iteration 4F: 3 clusters Score -305780.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -305964.187500 Penalty: 2635.791016
	Iteration 5F: 3 clusters Score -305964.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -306080.406250 Penalty: 2635.791016
	Iteration 6Q: 3 clusters Score -306080.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -306135.812500 Penalty: 2635.791016
	Iteration 7Q: 3 clusters Score -306135.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -306170.093750 Penalty: 2635.791016
	Iteration 8Q: 3 clusters Score -306170.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -306209.750000 Penalty: 2635.791016
	Iteration 9Q: 3 clusters Score -306209.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -306237.812500 Penalty: 2635.791016
	Iteration 10Q: 3 clusters Score -306237.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306251.500000 Penalty: 2635.791016
	Iteration 11Q: 3 clusters Score -306251.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -306258.031250 Penalty: 2635.791016
	Iteration 12Q: 3 clusters Score -306258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -306267.625000 Penalty: 2635.791016
	Iteration 13Q: 3 clusters Score -306267.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -306271.343750 Penalty: 2635.791016
	Iteration 14Q: 3 clusters Score -306271.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -306274.562500 Penalty: 2635.791016
	Iteration 15Q: 3 clusters Score -306274.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -306276.500000 Penalty: 2635.791016
	Iteration 16Q: 3 clusters Score -306276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -306277.281250 Penalty: 2635.791016
	Iteration 17Q: 3 clusters Score -306277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -306277.187500 Penalty: 2635.791016
	Iteration 18Q: 3 clusters Score -306277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -306277.718750 Penalty: 2635.791016
	Iteration 19Q: 3 clusters Score -306277.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -306278.500000 Penalty: 2635.791016
	Iteration 20F: 3 clusters Score -306278.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Entering Unmasked Estep 
Score: -918579.812500 Penalty: 1495.653320
	Iteration 0F: 2 clusters Score -918579.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -911359.687500 Penalty: 2991.306641
	Iteration 0F: 3 clusters Score -911359.7 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -913704.750000 Penalty: 2991.306641
	Iteration 1F: 3 clusters Score -913704.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -913956.187500 Penalty: 2991.306641
	Iteration 2F: 3 clusters Score -913956.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -914194.937500 Penalty: 2991.306641
	Iteration 3F: 3 clusters Score -914194.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -914476.312500 Penalty: 2991.306641
	Iteration 4F: 3 clusters Score -914476.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -914817.625000 Penalty: 2991.306641
	Iteration 5F: 3 clusters Score -914817.6 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -915268.062500 Penalty: 2991.306641
	Iteration 6F: 3 clusters Score -915268.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -915758.375000 Penalty: 2991.306641
	Iteration 7F: 3 clusters Score -915758.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -916244.312500 Penalty: 2991.306641
	Iteration 8F: 3 clusters Score -916244.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -916636.875000 Penalty: 2991.306641
	Iteration 9Q: 3 clusters Score -916636.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -916867.500000 Penalty: 2991.306641
	Iteration 10Q: 3 clusters Score -916867.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -917006.562500 Penalty: 2991.306641
	Iteration 11Q: 3 clusters Score -917006.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -917081.562500 Penalty: 2991.306641
	Iteration 12Q: 3 clusters Score -917081.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -917132.500000 Penalty: 2991.306641
	Iteration 13Q: 3 clusters Score -917132.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -917151.625000 Penalty: 2991.306641
	Iteration 14Q: 3 clusters Score -917151.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -917161.875000 Penalty: 2991.306641
	Iteration 15Q: 3 clusters Score -917161.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -917172.500000 Penalty: 2991.306641
	Iteration 16Q: 3 clusters Score -917172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -917179.812500 Penalty: 2991.306641
	Iteration 17Q: 3 clusters Score -917179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -917185.937500 Penalty: 2991.306641
	Iteration 18Q: 3 clusters Score -917185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -917192.500000 Penalty: 2991.306641
	Iteration 19Q: 3 clusters Score -917192.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -917198.812500 Penalty: 2991.306641
	Iteration 20F: 3 clusters Score -917198.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -917205.125000 Penalty: 2991.306641
	Iteration 21Q: 3 clusters Score -917205.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -917211.500000 Penalty: 2991.306641
	Iteration 22Q: 3 clusters Score -917211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -917217.750000 Penalty: 2991.306641
	Iteration 23Q: 3 clusters Score -917217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -917226.312500 Penalty: 2991.306641
	Iteration 24Q: 3 clusters Score -917226.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -917235.500000 Penalty: 2991.306641
	Iteration 25Q: 3 clusters Score -917235.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -917242.375000 Penalty: 2991.306641
	Iteration 26Q: 3 clusters Score -917242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -917246.375000 Penalty: 2991.306641
	Iteration 27Q: 3 clusters Score -917246.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -917246.375000 Penalty: 2991.306641
	Iteration 28F: 3 clusters Score -917246.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Entering Unmasked Estep 
Score: -1116901.125000 Penalty: 1520.714478
	Iteration 0F: 2 clusters Score -1116901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1108723.375000 Penalty: 3041.428955
	Iteration 0F: 3 clusters Score -1108723 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1111272.500000 Penalty: 3041.428955
	Iteration 1F: 3 clusters Score -1111272 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1111493.000000 Penalty: 3041.428955
	Iteration 2F: 3 clusters Score -1111493 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1111718.375000 Penalty: 3041.428955
	Iteration 3Q: 3 clusters Score -1111718 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1111935.750000 Penalty: 3041.428955
	Iteration 4Q: 3 clusters Score -1111936 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1112186.500000 Penalty: 3041.428955
	Iteration 5Q: 3 clusters Score -1112186 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1112504.625000 Penalty: 3041.428955
	Iteration 6Q: 3 clusters Score -1112505 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1112921.000000 Penalty: 3041.428955
	Iteration 7F: 3 clusters Score -1112921 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1113470.000000 Penalty: 3041.428955
	Iteration 8F: 3 clusters Score -1113470 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1114089.125000 Penalty: 3041.428955
	Iteration 9F: 3 clusters Score -1114089 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1114652.125000 Penalty: 3041.428955
	Iteration 10F: 3 clusters Score -1114652 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1115066.750000 Penalty: 3041.428955
	Iteration 11Q: 3 clusters Score -1115067 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1115292.625000 Penalty: 3041.428955
	Iteration 12Q: 3 clusters Score -1115293 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1115416.625000 Penalty: 3041.428955
	Iteration 13Q: 3 clusters Score -1115417 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1115493.375000 Penalty: 3041.428955
	Iteration 14Q: 3 clusters Score -1115493 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1115530.000000 Penalty: 3041.428955
	Iteration 15Q: 3 clusters Score -1115530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1115545.250000 Penalty: 3041.428955
	Iteration 16Q: 3 clusters Score -1115545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1115550.750000 Penalty: 3041.428955
	Iteration 17Q: 3 clusters Score -1115551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1115558.125000 Penalty: 3041.428955
	Iteration 18Q: 3 clusters Score -1115558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1115560.000000 Penalty: 3041.428955
	Iteration 19Q: 3 clusters Score -1115560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1115565.000000 Penalty: 3041.428955
	Iteration 20F: 3 clusters Score -1115565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1115569.500000 Penalty: 3041.428955
	Iteration 21Q: 3 clusters Score -1115570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1115570.625000 Penalty: 3041.428955
	Iteration 22Q: 3 clusters Score -1115571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1115573.625000 Penalty: 3041.428955
	Iteration 23Q: 3 clusters Score -1115574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1115578.375000 Penalty: 3041.428955
	Iteration 24Q: 3 clusters Score -1115578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1115582.125000 Penalty: 3041.428955
	Iteration 25Q: 3 clusters Score -1115582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1115585.250000 Penalty: 3041.428955
	Iteration 26Q: 3 clusters Score -1115585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1115587.750000 Penalty: 3041.428955
	Iteration 27Q: 3 clusters Score -1115588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1115587.750000 Penalty: 3041.428955
	Iteration 28F: 3 clusters Score -1115588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Entering Unmasked Estep 
Score: -587217.750000 Penalty: 1416.170654
	Iteration 0F: 2 clusters Score -587217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -582492.000000 Penalty: 2832.341309
	Iteration 0F: 3 clusters Score -582492 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -583913.437500 Penalty: 2832.341309
	Iteration 1F: 3 clusters Score -583913.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -584123.812500 Penalty: 2832.341309
	Iteration 2F: 3 clusters Score -584123.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -584274.187500 Penalty: 2832.341309
	Iteration 3F: 3 clusters Score -584274.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -584384.625000 Penalty: 2832.341309
	Iteration 4Q: 3 clusters Score -584384.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -584462.312500 Penalty: 2832.341309
	Iteration 5Q: 3 clusters Score -584462.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -584529.437500 Penalty: 2832.341309
	Iteration 6Q: 3 clusters Score -584529.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -584599.562500 Penalty: 2832.341309
	Iteration 7Q: 3 clusters Score -584599.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -584688.625000 Penalty: 2832.341309
	Iteration 8Q: 3 clusters Score -584688.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -584762.687500 Penalty: 2832.341309
	Iteration 9Q: 3 clusters Score -584762.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -584839.000000 Penalty: 2832.341309
	Iteration 10Q: 3 clusters Score -584839 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -584917.875000 Penalty: 2832.341309
	Iteration 11Q: 3 clusters Score -584917.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -584995.812500 Penalty: 2832.341309
	Iteration 12Q: 3 clusters Score -584995.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -585091.812500 Penalty: 2832.341309
	Iteration 13Q: 3 clusters Score -585091.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -585198.812500 Penalty: 2832.341309
	Iteration 14Q: 3 clusters Score -585198.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -585306.375000 Penalty: 2832.341309
	Iteration 15Q: 3 clusters Score -585306.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -585406.875000 Penalty: 2832.341309
	Iteration 16Q: 3 clusters Score -585406.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -585495.250000 Penalty: 2832.341309
	Iteration 17Q: 3 clusters Score -585495.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -585567.875000 Penalty: 2832.341309
	Iteration 18Q: 3 clusters Score -585567.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -585632.500000 Penalty: 2832.341309
	Iteration 19Q: 3 clusters Score -585632.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -585676.625000 Penalty: 2832.341309
	Iteration 20F: 3 clusters Score -585676.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -585713.250000 Penalty: 2832.341309
	Iteration 21Q: 3 clusters Score -585713.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -585750.312500 Penalty: 2832.341309
	Iteration 22Q: 3 clusters Score -585750.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -585785.062500 Penalty: 2832.341309
	Iteration 23Q: 3 clusters Score -585785.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -585807.812500 Penalty: 2832.341309
	Iteration 24Q: 3 clusters Score -585807.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -585832.000000 Penalty: 2832.341309
	Iteration 25Q: 3 clusters Score -585832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -585850.125000 Penalty: 2832.341309
	Iteration 26Q: 3 clusters Score -585850.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -585863.875000 Penalty: 2832.341309
	Iteration 27Q: 3 clusters Score -585863.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -585876.000000 Penalty: 2832.341309
	Iteration 28Q: 3 clusters Score -585876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -585884.062500 Penalty: 2832.341309
	Iteration 29Q: 3 clusters Score -585884.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -585889.062500 Penalty: 2832.341309
	Iteration 30Q: 3 clusters Score -585889.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -585900.812500 Penalty: 2832.341309
	Iteration 31Q: 3 clusters Score -585900.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -585907.500000 Penalty: 2832.341309
	Iteration 32Q: 3 clusters Score -585907.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -585916.875000 Penalty: 2832.341309
	Iteration 33Q: 3 clusters Score -585916.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -585922.750000 Penalty: 2832.341309
	Iteration 34Q: 3 clusters Score -585922.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -585934.812500 Penalty: 2832.341309
	Iteration 35Q: 3 clusters Score -585934.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -585947.125000 Penalty: 2832.341309
	Iteration 36Q: 3 clusters Score -585947.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -585960.125000 Penalty: 2832.341309
	Iteration 37Q: 3 clusters Score -585960.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -585974.437500 Penalty: 2832.341309
	Iteration 38Q: 3 clusters Score -585974.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -585987.375000 Penalty: 2832.341309
	Iteration 39Q: 3 clusters Score -585987.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -585999.750000 Penalty: 2832.341309
	Iteration 40F: 3 clusters Score -585999.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -586010.062500 Penalty: 2832.341309
	Iteration 41Q: 3 clusters Score -586010.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -586025.187500 Penalty: 2832.341309
	Iteration 42Q: 3 clusters Score -586025.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -586032.500000 Penalty: 2832.341309
	Iteration 43Q: 3 clusters Score -586032.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -586039.125000 Penalty: 2832.341309
	Iteration 44Q: 3 clusters Score -586039.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -586045.250000 Penalty: 2832.341309
	Iteration 45Q: 3 clusters Score -586045.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -586049.062500 Penalty: 2832.341309
	Iteration 46Q: 3 clusters Score -586049.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -586052.500000 Penalty: 2832.341309
	Iteration 47Q: 3 clusters Score -586052.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -586053.250000 Penalty: 2832.341309
	Iteration 48Q: 3 clusters Score -586053.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -586056.187500 Penalty: 2832.341309
	Iteration 49Q: 3 clusters Score -586056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -586058.750000 Penalty: 2832.341309
	Iteration 50Q: 3 clusters Score -586058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -586059.062500 Penalty: 2832.341309
	Iteration 51Q: 3 clusters Score -586059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -586059.500000 Penalty: 2832.341309
	Iteration 52Q: 3 clusters Score -586059.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -586060.000000 Penalty: 2832.341309
	Iteration 53Q: 3 clusters Score -586060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -586060.000000 Penalty: 2832.341309
	Iteration 54F: 3 clusters Score -586060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Entering Unmasked Estep 
Score: -767146.437500 Penalty: 1470.519287
	Iteration 0F: 2 clusters Score -767146.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -760901.250000 Penalty: 2941.038574
	Iteration 0F: 3 clusters Score -760901.2 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -762935.500000 Penalty: 2941.038574
	Iteration 1F: 3 clusters Score -762935.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -763226.625000 Penalty: 2941.038574
	Iteration 2F: 3 clusters Score -763226.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -763488.125000 Penalty: 2941.038574
	Iteration 3F: 3 clusters Score -763488.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -763728.062500 Penalty: 2941.038574
	Iteration 4F: 3 clusters Score -763728.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -764034.187500 Penalty: 2941.038574
	Iteration 5F: 3 clusters Score -764034.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -764430.062500 Penalty: 2941.038574
	Iteration 6F: 3 clusters Score -764430.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -764982.562500 Penalty: 2941.038574
	Iteration 7F: 3 clusters Score -764982.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -765592.250000 Penalty: 2941.038574
	Iteration 8F: 3 clusters Score -765592.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -766022.937500 Penalty: 2941.038574
	Iteration 9F: 3 clusters Score -766022.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -766238.875000 Penalty: 2941.038574
	Iteration 10Q: 3 clusters Score -766238.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -766371.500000 Penalty: 2941.038574
	Iteration 11Q: 3 clusters Score -766371.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -766452.500000 Penalty: 2941.038574
	Iteration 12Q: 3 clusters Score -766452.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -766506.250000 Penalty: 2941.038574
	Iteration 13Q: 3 clusters Score -766506.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -766559.250000 Penalty: 2941.038574
	Iteration 14Q: 3 clusters Score -766559.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -766594.437500 Penalty: 2941.038574
	Iteration 15Q: 3 clusters Score -766594.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -766626.812500 Penalty: 2941.038574
	Iteration 16Q: 3 clusters Score -766626.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -766652.375000 Penalty: 2941.038574
	Iteration 17Q: 3 clusters Score -766652.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -766671.437500 Penalty: 2941.038574
	Iteration 18Q: 3 clusters Score -766671.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -766693.312500 Penalty: 2941.038574
	Iteration 19Q: 3 clusters Score -766693.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -766719.312500 Penalty: 2941.038574
	Iteration 20F: 3 clusters Score -766719.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -766732.812500 Penalty: 2941.038574
	Iteration 21Q: 3 clusters Score -766732.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -766748.312500 Penalty: 2941.038574
	Iteration 22Q: 3 clusters Score -766748.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -766762.500000 Penalty: 2941.038574
	Iteration 23Q: 3 clusters Score -766762.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -766775.437500 Penalty: 2941.038574
	Iteration 24Q: 3 clusters Score -766775.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -766782.812500 Penalty: 2941.038574
	Iteration 25Q: 3 clusters Score -766782.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -766789.875000 Penalty: 2941.038574
	Iteration 26Q: 3 clusters Score -766789.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -766792.812500 Penalty: 2941.038574
	Iteration 27Q: 3 clusters Score -766792.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -766796.562500 Penalty: 2941.038574
	Iteration 28Q: 3 clusters Score -766796.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -766797.750000 Penalty: 2941.038574
	Iteration 29Q: 3 clusters Score -766797.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -766799.500000 Penalty: 2941.038574
	Iteration 30Q: 3 clusters Score -766799.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -766799.812500 Penalty: 2941.038574
	Iteration 31Q: 3 clusters Score -766799.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -766803.875000 Penalty: 2941.038574
	Iteration 32Q: 3 clusters Score -766803.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -766810.187500 Penalty: 2941.038574
	Iteration 33Q: 3 clusters Score -766810.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -766813.812500 Penalty: 2941.038574
	Iteration 34Q: 3 clusters Score -766813.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -766818.062500 Penalty: 2941.038574
	Iteration 35Q: 3 clusters Score -766818.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -766824.312500 Penalty: 2941.038574
	Iteration 36Q: 3 clusters Score -766824.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -766828.687500 Penalty: 2941.038574
	Iteration 37Q: 3 clusters Score -766828.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -766838.437500 Penalty: 2941.038574
	Iteration 38Q: 3 clusters Score -766838.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -766843.437500 Penalty: 2941.038574
	Iteration 39Q: 3 clusters Score -766843.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -766849.250000 Penalty: 2941.038574
	Iteration 40F: 3 clusters Score -766849.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -766852.687500 Penalty: 2941.038574
	Iteration 41Q: 3 clusters Score -766852.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -766857.625000 Penalty: 2941.038574
	Iteration 42Q: 3 clusters Score -766857.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -766864.937500 Penalty: 2941.038574
	Iteration 43Q: 3 clusters Score -766864.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -766866.437500 Penalty: 2941.038574
	Iteration 44Q: 3 clusters Score -766866.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -766870.312500 Penalty: 2941.038574
	Iteration 45Q: 3 clusters Score -766870.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -766872.812500 Penalty: 2941.038574
	Iteration 46Q: 3 clusters Score -766872.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -766878.187500 Penalty: 2941.038574
	Iteration 47Q: 3 clusters Score -766878.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -766880.187500 Penalty: 2941.038574
	Iteration 48Q: 3 clusters Score -766880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -766881.375000 Penalty: 2941.038574
	Iteration 49Q: 3 clusters Score -766881.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -766885.562500 Penalty: 2941.038574
	Iteration 50Q: 3 clusters Score -766885.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -766885.375000 Penalty: 2941.038574
	Iteration 51Q: 3 clusters Score -766885.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -766885.812500 Penalty: 2941.038574
	Iteration 52Q: 3 clusters Score -766885.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -766889.250000 Penalty: 2941.038574
	Iteration 53Q: 3 clusters Score -766889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -766890.125000 Penalty: 2941.038574
	Iteration 54Q: 3 clusters Score -766890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -766889.875000 Penalty: 2941.038574
	Iteration 55Q: 3 clusters Score -766889.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -766894.875000 Penalty: 2941.038574
	Iteration 56Q: 3 clusters Score -766894.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -766896.937500 Penalty: 2941.038574
	Iteration 57Q: 3 clusters Score -766896.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -766900.750000 Penalty: 2941.038574
	Iteration 58Q: 3 clusters Score -766900.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -766904.562500 Penalty: 2941.038574
	Iteration 59Q: 3 clusters Score -766904.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -766903.875000 Penalty: 2941.038574
	Iteration 60F: 3 clusters Score -766903.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -766905.500000 Penalty: 2941.038574
	Iteration 61Q: 3 clusters Score -766905.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -766906.500000 Penalty: 2941.038574
	Iteration 62Q: 3 clusters Score -766906.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -766909.437500 Penalty: 2941.038574
	Iteration 63Q: 3 clusters Score -766909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -766912.187500 Penalty: 2941.038574
	Iteration 64Q: 3 clusters Score -766912.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -766916.250000 Penalty: 2941.038574
	Iteration 65Q: 3 clusters Score -766916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -766917.062500 Penalty: 2941.038574
	Iteration 66Q: 3 clusters Score -766917.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -766918.062500 Penalty: 2941.038574
	Iteration 67Q: 3 clusters Score -766918.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -766919.750000 Penalty: 2941.038574
	Iteration 68Q: 3 clusters Score -766919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -766917.750000 Penalty: 2941.038574
	Iteration 69Q: 3 clusters Score -766917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -766919.375000 Penalty: 2941.038574
	Iteration 70Q: 3 clusters Score -766919.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -766920.812500 Penalty: 2941.038574
	Iteration 71Q: 3 clusters Score -766920.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -766922.750000 Penalty: 2941.038574
	Iteration 72Q: 3 clusters Score -766922.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -766923.062500 Penalty: 2941.038574
	Iteration 73Q: 3 clusters Score -766923.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -766926.625000 Penalty: 2941.038574
	Iteration 74Q: 3 clusters Score -766926.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -766930.750000 Penalty: 2941.038574
	Iteration 75Q: 3 clusters Score -766930.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -766932.937500 Penalty: 2941.038574
	Iteration 76Q: 3 clusters Score -766932.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -766937.937500 Penalty: 2941.038574
	Iteration 77Q: 3 clusters Score -766937.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -766939.062500 Penalty: 2941.038574
	Iteration 78Q: 3 clusters Score -766939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -766941.937500 Penalty: 2941.038574
	Iteration 79Q: 3 clusters Score -766941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -766942.937500 Penalty: 2941.038574
	Iteration 80F: 3 clusters Score -766942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -766942.250000 Penalty: 2941.038574
	Iteration 81Q: 3 clusters Score -766942.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -766941.625000 Penalty: 2941.038574
	Iteration 82Q: 3 clusters Score -766941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -766941.375000 Penalty: 2941.038574
	Iteration 83Q: 3 clusters Score -766941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -766942.187500 Penalty: 2941.038574
	Iteration 84Q: 3 clusters Score -766942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -766943.625000 Penalty: 2941.038574
	Iteration 85Q: 3 clusters Score -766943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -766944.125000 Penalty: 2941.038574
	Iteration 86Q: 3 clusters Score -766944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -766945.500000 Penalty: 2941.038574
	Iteration 87Q: 3 clusters Score -766945.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -766945.250000 Penalty: 2941.038574
	Iteration 88Q: 3 clusters Score -766945.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -766945.250000 Penalty: 2941.038574
	Iteration 89F: 3 clusters Score -766945.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Entering Unmasked Estep 
Score: -545260.562500 Penalty: 1417.392700
	Iteration 0F: 2 clusters Score -545260.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -540586.187500 Penalty: 2834.785400
	Iteration 0F: 3 clusters Score -540586.2 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -541946.250000 Penalty: 2834.785400
	Iteration 1F: 3 clusters Score -541946.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -542195.812500 Penalty: 2834.785400
	Iteration 2F: 3 clusters Score -542195.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -542469.562500 Penalty: 2834.785400
	Iteration 3F: 3 clusters Score -542469.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -542821.812500 Penalty: 2834.785400
	Iteration 4F: 3 clusters Score -542821.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -543267.750000 Penalty: 2834.785400
	Iteration 5F: 3 clusters Score -543267.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -543731.312500 Penalty: 2834.785400
	Iteration 6F: 3 clusters Score -543731.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -544187.250000 Penalty: 2834.785400
	Iteration 7F: 3 clusters Score -544187.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -544534.500000 Penalty: 2834.785400
	Iteration 8F: 3 clusters Score -544534.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -544773.750000 Penalty: 2834.785400
	Iteration 9Q: 3 clusters Score -544773.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -544920.625000 Penalty: 2834.785400
	Iteration 10Q: 3 clusters Score -544920.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -545016.250000 Penalty: 2834.785400
	Iteration 11Q: 3 clusters Score -545016.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -545081.875000 Penalty: 2834.785400
	Iteration 12Q: 3 clusters Score -545081.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -545121.375000 Penalty: 2834.785400
	Iteration 13Q: 3 clusters Score -545121.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -545149.875000 Penalty: 2834.785400
	Iteration 14Q: 3 clusters Score -545149.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -545170.750000 Penalty: 2834.785400
	Iteration 15Q: 3 clusters Score -545170.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -545181.500000 Penalty: 2834.785400
	Iteration 16Q: 3 clusters Score -545181.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -545186.937500 Penalty: 2834.785400
	Iteration 17Q: 3 clusters Score -545186.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -545190.812500 Penalty: 2834.785400
	Iteration 18Q: 3 clusters Score -545190.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -545192.687500 Penalty: 2834.785400
	Iteration 19Q: 3 clusters Score -545192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -545196.062500 Penalty: 2834.785400
	Iteration 20F: 3 clusters Score -545196.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -545197.625000 Penalty: 2834.785400
	Iteration 21Q: 3 clusters Score -545197.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -545198.250000 Penalty: 2834.785400
	Iteration 22Q: 3 clusters Score -545198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -545198.625000 Penalty: 2834.785400
	Iteration 23Q: 3 clusters Score -545198.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -545199.937500 Penalty: 2834.785400
	Iteration 24Q: 3 clusters Score -545199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -545199.937500 Penalty: 2834.785400
	Iteration 25F: 3 clusters Score -545199.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -465168.156250 Penalty: 1397.450317
	Iteration 0F: 2 clusters Score -465168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -460958.218750 Penalty: 2794.900635
	Iteration 0F: 3 clusters Score -460958.2 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -462371.812500 Penalty: 2794.900635
	Iteration 1F: 3 clusters Score -462371.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -462670.562500 Penalty: 2794.900635
	Iteration 2F: 3 clusters Score -462670.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -462882.343750 Penalty: 2794.900635
	Iteration 3F: 3 clusters Score -462882.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -463051.218750 Penalty: 2794.900635
	Iteration 4F: 3 clusters Score -463051.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -463195.468750 Penalty: 2794.900635
	Iteration 5Q: 3 clusters Score -463195.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -463334.937500 Penalty: 2794.900635
	Iteration 6Q: 3 clusters Score -463334.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -463488.125000 Penalty: 2794.900635
	Iteration 7Q: 3 clusters Score -463488.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -463633.718750 Penalty: 2794.900635
	Iteration 8Q: 3 clusters Score -463633.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -463754.218750 Penalty: 2794.900635
	Iteration 9Q: 3 clusters Score -463754.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -463850.375000 Penalty: 2794.900635
	Iteration 10Q: 3 clusters Score -463850.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -463926.218750 Penalty: 2794.900635
	Iteration 11Q: 3 clusters Score -463926.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -463983.218750 Penalty: 2794.900635
	Iteration 12Q: 3 clusters Score -463983.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -464021.187500 Penalty: 2794.900635
	Iteration 13Q: 3 clusters Score -464021.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -464053.718750 Penalty: 2794.900635
	Iteration 14Q: 3 clusters Score -464053.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -464080.062500 Penalty: 2794.900635
	Iteration 15Q: 3 clusters Score -464080.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -464103.062500 Penalty: 2794.900635
	Iteration 16Q: 3 clusters Score -464103.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -464118.312500 Penalty: 2794.900635
	Iteration 17Q: 3 clusters Score -464118.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -464135.718750 Penalty: 2794.900635
	Iteration 18Q: 3 clusters Score -464135.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -464146.093750 Penalty: 2794.900635
	Iteration 19Q: 3 clusters Score -464146.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -464153.218750 Penalty: 2794.900635
	Iteration 20F: 3 clusters Score -464153.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -464157.656250 Penalty: 2794.900635
	Iteration 21Q: 3 clusters Score -464157.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -464161.187500 Penalty: 2794.900635
	Iteration 22Q: 3 clusters Score -464161.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -464169.343750 Penalty: 2794.900635
	Iteration 23Q: 3 clusters Score -464169.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -464174.343750 Penalty: 2794.900635
	Iteration 24Q: 3 clusters Score -464174.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -464178.187500 Penalty: 2794.900635
	Iteration 25Q: 3 clusters Score -464178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -464178.906250 Penalty: 2794.900635
	Iteration 26Q: 3 clusters Score -464178.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -464181.468750 Penalty: 2794.900635
	Iteration 27Q: 3 clusters Score -464181.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -464182.781250 Penalty: 2794.900635
	Iteration 28Q: 3 clusters Score -464182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -464184.000000 Penalty: 2794.900635
	Iteration 29Q: 3 clusters Score -464184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -464184.781250 Penalty: 2794.900635
	Iteration 30Q: 3 clusters Score -464184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -464185.000000 Penalty: 2794.900635
	Iteration 31Q: 3 clusters Score -464185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -464186.687500 Penalty: 2794.900635
	Iteration 32Q: 3 clusters Score -464186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -464187.781250 Penalty: 2794.900635
	Iteration 33Q: 3 clusters Score -464187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -464187.218750 Penalty: 2794.900635
	Iteration 34Q: 3 clusters Score -464187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -464187.156250 Penalty: 2794.900635
	Iteration 35Q: 3 clusters Score -464187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -464187.156250 Penalty: 2794.900635
	Iteration 36F: 3 clusters Score -464187.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -269847.843750 Penalty: 1291.612549
	Iteration 0F: 2 clusters Score -269847.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -267216.718750 Penalty: 2583.225098
	Iteration 0F: 3 clusters Score -267216.7 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -267861.812500 Penalty: 2583.225098
	Iteration 1F: 3 clusters Score -267861.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -268018.718750 Penalty: 2583.225098
	Iteration 2F: 3 clusters Score -268018.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -268115.406250 Penalty: 2583.225098
	Iteration 3F: 3 clusters Score -268115.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -268171.062500 Penalty: 2583.225098
	Iteration 4Q: 3 clusters Score -268171.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -268215.093750 Penalty: 2583.225098
	Iteration 5Q: 3 clusters Score -268215.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268260.812500 Penalty: 2583.225098
	Iteration 6Q: 3 clusters Score -268260.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -268308.156250 Penalty: 2583.225098
	Iteration 7Q: 3 clusters Score -268308.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -268344.906250 Penalty: 2583.225098
	Iteration 8Q: 3 clusters Score -268344.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -268379.656250 Penalty: 2583.225098
	Iteration 9Q: 3 clusters Score -268379.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -268409.593750 Penalty: 2583.225098
	Iteration 10Q: 3 clusters Score -268409.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -268434.875000 Penalty: 2583.225098
	Iteration 11Q: 3 clusters Score -268434.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -268453.500000 Penalty: 2583.225098
	Iteration 12Q: 3 clusters Score -268453.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -268470.031250 Penalty: 2583.225098
	Iteration 13Q: 3 clusters Score -268470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -268487.718750 Penalty: 2583.225098
	Iteration 14Q: 3 clusters Score -268487.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -268502.187500 Penalty: 2583.225098
	Iteration 15Q: 3 clusters Score -268502.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -268515.125000 Penalty: 2583.225098
	Iteration 16Q: 3 clusters Score -268515.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -268526.593750 Penalty: 2583.225098
	Iteration 17Q: 3 clusters Score -268526.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -268532.781250 Penalty: 2583.225098
	Iteration 18Q: 3 clusters Score -268532.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -268540.406250 Penalty: 2583.225098
	Iteration 19Q: 3 clusters Score -268540.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -268551.218750 Penalty: 2583.225098
	Iteration 20F: 3 clusters Score -268551.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -268563.500000 Penalty: 2583.225098
	Iteration 21Q: 3 clusters Score -268563.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -268575.218750 Penalty: 2583.225098
	Iteration 22Q: 3 clusters Score -268575.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -268582.187500 Penalty: 2583.225098
	Iteration 23Q: 3 clusters Score -268582.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -268586.406250 Penalty: 2583.225098
	Iteration 24Q: 3 clusters Score -268586.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -268592.437500 Penalty: 2583.225098
	Iteration 25Q: 3 clusters Score -268592.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -268596.750000 Penalty: 2583.225098
	Iteration 26Q: 3 clusters Score -268596.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -268598.593750 Penalty: 2583.225098
	Iteration 27Q: 3 clusters Score -268598.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -268603.375000 Penalty: 2583.225098
	Iteration 28Q: 3 clusters Score -268603.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -268606.718750 Penalty: 2583.225098
	Iteration 29Q: 3 clusters Score -268606.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -268612.687500 Penalty: 2583.225098
	Iteration 30Q: 3 clusters Score -268612.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -268619.843750 Penalty: 2583.225098
	Iteration 31Q: 3 clusters Score -268619.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -268625.000000 Penalty: 2583.225098
	Iteration 32Q: 3 clusters Score -268625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -268630.750000 Penalty: 2583.225098
	Iteration 33Q: 3 clusters Score -268630.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -268638.000000 Penalty: 2583.225098
	Iteration 34Q: 3 clusters Score -268638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -268649.281250 Penalty: 2583.225098
	Iteration 35Q: 3 clusters Score -268649.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -268661.718750 Penalty: 2583.225098
	Iteration 36Q: 3 clusters Score -268661.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -268673.218750 Penalty: 2583.225098
	Iteration 37Q: 3 clusters Score -268673.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -268682.187500 Penalty: 2583.225098
	Iteration 38Q: 3 clusters Score -268682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -268687.281250 Penalty: 2583.225098
	Iteration 39Q: 3 clusters Score -268687.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -268689.437500 Penalty: 2583.225098
	Iteration 40F: 3 clusters Score -268689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -268691.750000 Penalty: 2583.225098
	Iteration 41Q: 3 clusters Score -268691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -268696.593750 Penalty: 2583.225098
	Iteration 42Q: 3 clusters Score -268696.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -268698.187500 Penalty: 2583.225098
	Iteration 43Q: 3 clusters Score -268698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -268699.500000 Penalty: 2583.225098
	Iteration 44Q: 3 clusters Score -268699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -268699.906250 Penalty: 2583.225098
	Iteration 45Q: 3 clusters Score -268699.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -268699.906250 Penalty: 2583.225098
	Iteration 46F: 3 clusters Score -268699.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -61602.882812 Penalty: 1063.619263
	Iteration 0F: 2 clusters Score -61602.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60372.691406 Penalty: 2127.238525
	Iteration 0F: 3 clusters Score -60372.69 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60578.156250 Penalty: 2127.238525
	Iteration 1F: 3 clusters Score -60578.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60640.851562 Penalty: 2127.238525
	Iteration 2F: 3 clusters Score -60640.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60670.609375 Penalty: 2127.238525
	Iteration 3Q: 3 clusters Score -60670.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60680.660156 Penalty: 2127.238525
	Iteration 4Q: 3 clusters Score -60680.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60692.789062 Penalty: 2127.238525
	Iteration 5Q: 3 clusters Score -60692.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60697.042969 Penalty: 2127.238525
	Iteration 6Q: 3 clusters Score -60697.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60699.511719 Penalty: 2127.238525
	Iteration 7Q: 3 clusters Score -60699.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60703.804688 Penalty: 2127.238525
	Iteration 8Q: 3 clusters Score -60703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60710.695312 Penalty: 2127.238525
	Iteration 9Q: 3 clusters Score -60710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60712.613281 Penalty: 2127.238525
	Iteration 10Q: 3 clusters Score -60712.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60712.613281 Penalty: 2127.238525
	Iteration 11F: 3 clusters Score -60712.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103005 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 107473 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78486 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11594 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 6139 members 
Mstep: Class 19 contains 5430 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390220.000000 Penalty: 45213.089844
Iteration 239Q: 22 clusters Score -5.239022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 5006 members 
Mstep: Class 4 contains 22451 members 
Mstep: Class 5 contains 103007 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4644 members 
Mstep: Class 8 contains 107472 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78485 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3328 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11593 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 8511 members 
Mstep: Class 18 contains 6139 members 
Mstep: Class 19 contains 5442 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390236.000000 Penalty: 45213.089844
Iteration 240F: 22 clusters Score -5.239024e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103013 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 107471 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78487 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 8506 members 
Mstep: Class 18 contains 6139 members 
Mstep: Class 19 contains 5448 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390160.000000 Penalty: 45213.089844
Iteration 241Q: 22 clusters Score -5.239016e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 22451 members 
Mstep: Class 5 contains 103017 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 107469 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78486 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 8504 members 
Mstep: Class 18 contains 6139 members 
Mstep: Class 19 contains 5454 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390180.000000 Penalty: 45213.089844
Iteration 242Q: 22 clusters Score -5.239018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 22451 members 
Mstep: Class 5 contains 103022 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4643 members 
Mstep: Class 8 contains 107469 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78486 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6094 members 
Mstep: Class 17 contains 8504 members 
Mstep: Class 18 contains 6136 members 
Mstep: Class 19 contains 5453 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390200.000000 Penalty: 45213.089844
Iteration 243Q: 22 clusters Score -5.23902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4991 members 
Mstep: Class 4 contains 22451 members 
Mstep: Class 5 contains 103027 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107469 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78484 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8505 members 
Mstep: Class 18 contains 6132 members 
Mstep: Class 19 contains 5454 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390184.000000 Penalty: 45213.089844
Iteration 244Q: 22 clusters Score -5.239018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4988 members 
Mstep: Class 4 contains 22451 members 
Mstep: Class 5 contains 103031 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107468 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78484 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8506 members 
Mstep: Class 18 contains 6128 members 
Mstep: Class 19 contains 5458 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390148.000000 Penalty: 45213.089844
Iteration 245Q: 22 clusters Score -5.239015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152701 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4981 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103037 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107469 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78484 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2326 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8505 members 
Mstep: Class 18 contains 6127 members 
Mstep: Class 19 contains 5455 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390152.000000 Penalty: 45213.089844
Iteration 246Q: 22 clusters Score -5.239015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4977 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103043 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107469 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78482 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8504 members 
Mstep: Class 18 contains 6126 members 
Mstep: Class 19 contains 5455 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390160.000000 Penalty: 45213.089844
Iteration 247Q: 22 clusters Score -5.239016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103047 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107469 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78480 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2328 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8501 members 
Mstep: Class 18 contains 6125 members 
Mstep: Class 19 contains 5456 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390188.000000 Penalty: 45213.089844
Iteration 248Q: 22 clusters Score -5.239019e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152699 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103048 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107470 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78481 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2328 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8506 members 
Mstep: Class 18 contains 6120 members 
Mstep: Class 19 contains 5458 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390176.000000 Penalty: 45213.089844
Iteration 249Q: 22 clusters Score -5.239018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152698 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103048 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107470 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78478 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 19 contains 5459 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390184.000000 Penalty: 45213.089844
Iteration 250Q: 22 clusters Score -5.239018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152695 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103048 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107471 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78477 members 
Mstep: Class 11 contains 3213 members 
Mstep: Class 12 contains 2330 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 19 contains 5462 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390212.000000 Penalty: 45213.089844
Iteration 251Q: 22 clusters Score -5.239021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152694 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103048 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107471 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78477 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 19 contains 5463 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390212.000000 Penalty: 45213.089844
Iteration 252Q: 22 clusters Score -5.239021e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152691 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103048 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107471 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78477 members 
Mstep: Class 11 contains 3215 members 
Mstep: Class 12 contains 2328 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6114 members 
Mstep: Class 19 contains 5465 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390184.000000 Penalty: 45213.089844
Iteration 253Q: 22 clusters Score -5.239018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152689 members 
Mstep: Class 2 contains 25396 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103048 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4641 members 
Mstep: Class 8 contains 107471 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78477 members 
Mstep: Class 11 contains 3216 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8512 members 
Mstep: Class 18 contains 6113 members 
Mstep: Class 19 contains 5470 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390152.000000 Penalty: 45213.089844
Iteration 254Q: 22 clusters Score -5.239015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 25397 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103048 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107472 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78477 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8512 members 
Mstep: Class 18 contains 6112 members 
Mstep: Class 19 contains 5476 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390124.000000 Penalty: 45213.089844
Iteration 255Q: 22 clusters Score -5.239012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 25397 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103048 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107472 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78476 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6111 members 
Mstep: Class 19 contains 5476 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390112.000000 Penalty: 45213.089844
Iteration 256Q: 22 clusters Score -5.239011e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152682 members 
Mstep: Class 2 contains 25397 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103049 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107473 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78476 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11591 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6110 members 
Mstep: Class 19 contains 5476 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390096.000000 Penalty: 45213.089844
Iteration 257Q: 22 clusters Score -5.23901e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152681 members 
Mstep: Class 2 contains 25397 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103050 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107474 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78476 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11589 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6110 members 
Mstep: Class 19 contains 5477 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390112.000000 Penalty: 45213.089844
Iteration 258Q: 22 clusters Score -5.239011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25397 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103051 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107476 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78474 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11587 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 6110 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390112.000000 Penalty: 45213.089844
Iteration 259Q: 22 clusters Score -5.239011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152679 members 
Mstep: Class 2 contains 25397 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103053 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107478 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78474 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11584 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8515 members 
Mstep: Class 18 contains 6110 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390140.000000 Penalty: 45213.089844
Iteration 260F: 22 clusters Score -5.239014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25397 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103055 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107478 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78477 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11580 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6110 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390116.000000 Penalty: 45213.089844
Iteration 261Q: 22 clusters Score -5.239012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25397 members 
Mstep: Class 3 contains 4973 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103060 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107479 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78478 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11577 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8513 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390140.000000 Penalty: 45213.089844
Iteration 262Q: 22 clusters Score -5.239014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 4970 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103063 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107481 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78478 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11573 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390140.000000 Penalty: 45213.089844
Iteration 263Q: 22 clusters Score -5.239014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 4969 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103064 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107481 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78479 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11572 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390148.000000 Penalty: 45213.089844
Iteration 264Q: 22 clusters Score -5.239015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 4967 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103066 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107481 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78480 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11571 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390160.000000 Penalty: 45213.089844
Iteration 265Q: 22 clusters Score -5.239016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 4966 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103067 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107481 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78481 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390152.000000 Penalty: 45213.089844
Iteration 266Q: 22 clusters Score -5.239015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103069 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107481 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78482 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11569 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6108 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390140.000000 Penalty: 45213.089844
Iteration 267Q: 22 clusters Score -5.239014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103069 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107482 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78483 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11567 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6108 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390132.000000 Penalty: 45213.089844
Iteration 268Q: 22 clusters Score -5.239013e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103069 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107483 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78484 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11565 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6108 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390136.000000 Penalty: 45213.089844
Iteration 269Q: 22 clusters Score -5.239014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103069 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107484 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78485 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11563 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6108 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390112.000000 Penalty: 45213.089844
Iteration 270Q: 22 clusters Score -5.239011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 152680 members 
Mstep: Class 2 contains 25398 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 22452 members 
Mstep: Class 5 contains 103069 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 4642 members 
Mstep: Class 8 contains 107484 members 
Mstep: Class 9 contains 7054 members 
Mstep: Class 10 contains 78485 members 
Mstep: Class 11 contains 3214 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 3329 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 11563 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 8514 members 
Mstep: Class 18 contains 6108 members 
Mstep: Class 19 contains 5478 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 22 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52390112.000000 Penalty: 45213.089844
Iteration 271F: 22 clusters Score -5.239011e+07 nChanged 0
Entering ConstructFrom: 
Score: -52390112.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (152680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152680 members 
Entering Unmasked Estep 
Score: -14474279.000000 Penalty: 1939.616089
	Iteration 0F: 2 clusters Score -1.447428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76029 members 
Mstep: Class 2 contains 76651 members 
Entering Unmasked Estep 
Score: -14372953.000000 Penalty: 3879.232178
	Iteration 0F: 3 clusters Score -1.437295e+07 nChanged 73603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69452 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -14416524.000000 Penalty: 3879.232178
	Iteration 1F: 3 clusters Score -1.441652e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64885 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -14418502.000000 Penalty: 3879.232178
	Iteration 2Q: 3 clusters Score -1.44185e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 94945 members 
Entering Unmasked Estep 
Score: -14422257.000000 Penalty: 3879.232178
	Iteration 3F: 3 clusters Score -1.442226e+07 nChanged 11040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 105387 members 
Entering Unmasked Estep 
Score: -14429548.000000 Penalty: 3879.232178
	Iteration 4F: 3 clusters Score -1.442955e+07 nChanged 14028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 118987 members 
Entering Unmasked Estep 
Score: -14441695.000000 Penalty: 3879.232178
	Iteration 5F: 3 clusters Score -1.44417e+07 nChanged 13951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 132710 members 
Entering Unmasked Estep 
Score: -14455292.000000 Penalty: 3879.232178
	Iteration 6F: 3 clusters Score -1.445529e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 142469 members 
Entering Unmasked Estep 
Score: -14464517.000000 Penalty: 3879.232178
	Iteration 7F: 3 clusters Score -1.446452e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 147806 members 
Entering Unmasked Estep 
Score: -14469006.000000 Penalty: 3879.232178
	Iteration 8Q: 3 clusters Score -1.446901e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 150330 members 
Entering Unmasked Estep 
Score: -14470989.000000 Penalty: 3879.232178
	Iteration 9Q: 3 clusters Score -1.447099e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 151411 members 
Entering Unmasked Estep 
Score: -14471824.000000 Penalty: 3879.232178
	Iteration 10Q: 3 clusters Score -1.447182e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 151855 members 
Entering Unmasked Estep 
Score: -14472228.000000 Penalty: 3879.232178
	Iteration 11Q: 3 clusters Score -1.447223e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 152019 members 
Entering Unmasked Estep 
Score: -14472373.000000 Penalty: 3879.232178
	Iteration 12Q: 3 clusters Score -1.447237e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 152097 members 
Entering Unmasked Estep 
Score: -14472449.000000 Penalty: 3879.232178
	Iteration 13Q: 3 clusters Score -1.447245e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 152149 members 
Entering Unmasked Estep 
Score: -14472513.000000 Penalty: 3879.232178
	Iteration 14Q: 3 clusters Score -1.447251e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 152172 members 
Entering Unmasked Estep 
Score: -14472563.000000 Penalty: 3879.232178
	Iteration 15Q: 3 clusters Score -1.447256e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -14472592.000000 Penalty: 3879.232178
	Iteration 16Q: 3 clusters Score -1.447259e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 152175 members 
Entering Unmasked Estep 
Score: -14472653.000000 Penalty: 3879.232178
	Iteration 17Q: 3 clusters Score -1.447265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 152181 members 
Entering Unmasked Estep 
Score: -14472646.000000 Penalty: 3879.232178
	Iteration 18Q: 3 clusters Score -1.447265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 152185 members 
Entering Unmasked Estep 
Score: -14472651.000000 Penalty: 3879.232178
	Iteration 19Q: 3 clusters Score -1.447265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 152186 members 
Entering Unmasked Estep 
Score: -14472671.000000 Penalty: 3879.232178
	Iteration 20F: 3 clusters Score -1.447267e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 152188 members 
Entering Unmasked Estep 
Score: -14472678.000000 Penalty: 3879.232178
	Iteration 21Q: 3 clusters Score -1.447268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 152186 members 
Entering Unmasked Estep 
Score: -14472692.000000 Penalty: 3879.232178
	Iteration 22Q: 3 clusters Score -1.447269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 152183 members 
Entering Unmasked Estep 
Score: -14472698.000000 Penalty: 3879.232178
	Iteration 23Q: 3 clusters Score -1.44727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 152181 members 
Entering Unmasked Estep 
Score: -14472706.000000 Penalty: 3879.232178
	Iteration 24Q: 3 clusters Score -1.447271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 152178 members 
Entering Unmasked Estep 
Score: -14472711.000000 Penalty: 3879.232178
	Iteration 25Q: 3 clusters Score -1.447271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 152178 members 
Entering Unmasked Estep 
Score: -14472721.000000 Penalty: 3879.232178
	Iteration 26Q: 3 clusters Score -1.447272e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 152179 members 
Entering Unmasked Estep 
Score: -14472718.000000 Penalty: 3879.232178
	Iteration 27Q: 3 clusters Score -1.447272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 152179 members 
Entering Unmasked Estep 
Score: -14472738.000000 Penalty: 3879.232178
	Iteration 28Q: 3 clusters Score -1.447274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 152179 members 
Entering Unmasked Estep 
Score: -14472739.000000 Penalty: 3879.232178
	Iteration 29Q: 3 clusters Score -1.447274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 152177 members 
Entering Unmasked Estep 
Score: -14472744.000000 Penalty: 3879.232178
	Iteration 30Q: 3 clusters Score -1.447274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -14472745.000000 Penalty: 3879.232178
	Iteration 31Q: 3 clusters Score -1.447274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 152180 members 
Entering Unmasked Estep 
Score: -14472750.000000 Penalty: 3879.232178
	Iteration 32Q: 3 clusters Score -1.447275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 152177 members 
Entering Unmasked Estep 
Score: -14472746.000000 Penalty: 3879.232178
	Iteration 33Q: 3 clusters Score -1.447275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 152178 members 
Entering Unmasked Estep 
Score: -14472748.000000 Penalty: 3879.232178
	Iteration 34Q: 3 clusters Score -1.447275e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 152177 members 
Entering Unmasked Estep 
Score: -14472753.000000 Penalty: 3879.232178
	Iteration 35Q: 3 clusters Score -1.447275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 152176 members 
Entering Unmasked Estep 
Score: -14472748.000000 Penalty: 3879.232178
	Iteration 36Q: 3 clusters Score -1.447275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 152175 members 
Entering Unmasked Estep 
Score: -14472749.000000 Penalty: 3879.232178
	Iteration 37Q: 3 clusters Score -1.447275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 152173 members 
Entering Unmasked Estep 
Score: -14472751.000000 Penalty: 3879.232178
	Iteration 38Q: 3 clusters Score -1.447275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 152172 members 
Entering Unmasked Estep 
Score: -14472761.000000 Penalty: 3879.232178
	Iteration 39Q: 3 clusters Score -1.447276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 152171 members 
Entering Unmasked Estep 
Score: -14472752.000000 Penalty: 3879.232178
	Iteration 40F: 3 clusters Score -1.447275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Entering Unmasked Estep 
Score: -2418326.500000 Penalty: 1648.144165
	Iteration 0F: 2 clusters Score -2418326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2401306.250000 Penalty: 3296.288330
	Iteration 0F: 3 clusters Score -2401306 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2407703.000000 Penalty: 3296.288330
	Iteration 1F: 3 clusters Score -2407703 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2408299.250000 Penalty: 3296.288330
	Iteration 2F: 3 clusters Score -2408299 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2409098.500000 Penalty: 3296.288330
	Iteration 3F: 3 clusters Score -2409098 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2410163.500000 Penalty: 3296.288330
	Iteration 4F: 3 clusters Score -2410164 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2411443.000000 Penalty: 3296.288330
	Iteration 5F: 3 clusters Score -2411443 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2412692.750000 Penalty: 3296.288330
	Iteration 6F: 3 clusters Score -2412693 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2413827.000000 Penalty: 3296.288330
	Iteration 7F: 3 clusters Score -2413827 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2414834.250000 Penalty: 3296.288330
	Iteration 8F: 3 clusters Score -2414834 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2415544.500000 Penalty: 3296.288330
	Iteration 9Q: 3 clusters Score -2415544 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -2416012.000000 Penalty: 3296.288330
	Iteration 10Q: 3 clusters Score -2416012 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2416297.000000 Penalty: 3296.288330
	Iteration 11Q: 3 clusters Score -2416297 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2416521.000000 Penalty: 3296.288330
	Iteration 12Q: 3 clusters Score -2416521 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2416656.000000 Penalty: 3296.288330
	Iteration 13Q: 3 clusters Score -2416656 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -2416751.750000 Penalty: 3296.288330
	Iteration 14Q: 3 clusters Score -2416752 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -2416816.000000 Penalty: 3296.288330
	Iteration 15Q: 3 clusters Score -2416816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -2416863.000000 Penalty: 3296.288330
	Iteration 16Q: 3 clusters Score -2416863 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -2416897.250000 Penalty: 3296.288330
	Iteration 17Q: 3 clusters Score -2416897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2416922.250000 Penalty: 3296.288330
	Iteration 18Q: 3 clusters Score -2416922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -2416941.250000 Penalty: 3296.288330
	Iteration 19Q: 3 clusters Score -2416941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -2416946.000000 Penalty: 3296.288330
	Iteration 20F: 3 clusters Score -2416946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -2416952.500000 Penalty: 3296.288330
	Iteration 21Q: 3 clusters Score -2416952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -2416953.000000 Penalty: 3296.288330
	Iteration 22Q: 3 clusters Score -2416953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -2416961.500000 Penalty: 3296.288330
	Iteration 23Q: 3 clusters Score -2416962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -2416965.250000 Penalty: 3296.288330
	Iteration 24Q: 3 clusters Score -2416965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -2416967.000000 Penalty: 3296.288330
	Iteration 25Q: 3 clusters Score -2416967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -2416972.250000 Penalty: 3296.288330
	Iteration 26Q: 3 clusters Score -2416972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2416974.500000 Penalty: 3296.288330
	Iteration 27Q: 3 clusters Score -2416974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2416973.750000 Penalty: 3296.288330
	Iteration 28Q: 3 clusters Score -2416974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -2416973.750000 Penalty: 3296.288330
	Iteration 29F: 3 clusters Score -2416974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Entering Unmasked Estep 
Score: -474302.625000 Penalty: 1382.902466
	Iteration 0F: 2 clusters Score -474302.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -470337.156250 Penalty: 2765.804932
	Iteration 0F: 3 clusters Score -470337.2 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -471456.281250 Penalty: 2765.804932
	Iteration 1F: 3 clusters Score -471456.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -471625.281250 Penalty: 2765.804932
	Iteration 2F: 3 clusters Score -471625.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -471746.031250 Penalty: 2765.804932
	Iteration 3F: 3 clusters Score -471746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -471823.281250 Penalty: 2765.804932
	Iteration 4Q: 3 clusters Score -471823.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -471891.843750 Penalty: 2765.804932
	Iteration 5Q: 3 clusters Score -471891.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -471956.750000 Penalty: 2765.804932
	Iteration 6Q: 3 clusters Score -471956.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -472024.562500 Penalty: 2765.804932
	Iteration 7Q: 3 clusters Score -472024.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -472092.781250 Penalty: 2765.804932
	Iteration 8Q: 3 clusters Score -472092.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -472176.656250 Penalty: 2765.804932
	Iteration 9Q: 3 clusters Score -472176.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -472269.906250 Penalty: 2765.804932
	Iteration 10Q: 3 clusters Score -472269.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -472378.281250 Penalty: 2765.804932
	Iteration 11Q: 3 clusters Score -472378.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -472500.437500 Penalty: 2765.804932
	Iteration 12Q: 3 clusters Score -472500.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -472626.281250 Penalty: 2765.804932
	Iteration 13Q: 3 clusters Score -472626.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -472751.062500 Penalty: 2765.804932
	Iteration 14Q: 3 clusters Score -472751.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -472875.000000 Penalty: 2765.804932
	Iteration 15Q: 3 clusters Score -472875 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -472967.281250 Penalty: 2765.804932
	Iteration 16Q: 3 clusters Score -472967.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -473025.812500 Penalty: 2765.804932
	Iteration 17Q: 3 clusters Score -473025.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -473063.656250 Penalty: 2765.804932
	Iteration 18Q: 3 clusters Score -473063.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -473085.500000 Penalty: 2765.804932
	Iteration 19Q: 3 clusters Score -473085.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -473102.687500 Penalty: 2765.804932
	Iteration 20F: 3 clusters Score -473102.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -473122.218750 Penalty: 2765.804932
	Iteration 21Q: 3 clusters Score -473122.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -473138.687500 Penalty: 2765.804932
	Iteration 22Q: 3 clusters Score -473138.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -473149.468750 Penalty: 2765.804932
	Iteration 23Q: 3 clusters Score -473149.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -473158.000000 Penalty: 2765.804932
	Iteration 24Q: 3 clusters Score -473158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -473165.187500 Penalty: 2765.804932
	Iteration 25Q: 3 clusters Score -473165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -473170.875000 Penalty: 2765.804932
	Iteration 26Q: 3 clusters Score -473170.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -473174.531250 Penalty: 2765.804932
	Iteration 27Q: 3 clusters Score -473174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -473174.718750 Penalty: 2765.804932
	Iteration 28Q: 3 clusters Score -473174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -473175.468750 Penalty: 2765.804932
	Iteration 29Q: 3 clusters Score -473175.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -473175.468750 Penalty: 2765.804932
	Iteration 30F: 3 clusters Score -473175.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Entering Unmasked Estep 
Score: -2168746.250000 Penalty: 1628.109375
	Iteration 0F: 2 clusters Score -2168746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -2153548.500000 Penalty: 3256.218750
	Iteration 0F: 3 clusters Score -2153548 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2159208.000000 Penalty: 3256.218750
	Iteration 1F: 3 clusters Score -2159208 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2159575.000000 Penalty: 3256.218750
	Iteration 2Q: 3 clusters Score -2159575 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2159986.250000 Penalty: 3256.218750
	Iteration 3Q: 3 clusters Score -2159986 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2160523.250000 Penalty: 3256.218750
	Iteration 4Q: 3 clusters Score -2160523 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -2161294.250000 Penalty: 3256.218750
	Iteration 5F: 3 clusters Score -2161294 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2162372.500000 Penalty: 3256.218750
	Iteration 6F: 3 clusters Score -2162372 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2163679.250000 Penalty: 3256.218750
	Iteration 7F: 3 clusters Score -2163679 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2164904.000000 Penalty: 3256.218750
	Iteration 8F: 3 clusters Score -2164904 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2165843.250000 Penalty: 3256.218750
	Iteration 9Q: 3 clusters Score -2165843 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2166507.500000 Penalty: 3256.218750
	Iteration 10Q: 3 clusters Score -2166508 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2166943.000000 Penalty: 3256.218750
	Iteration 11Q: 3 clusters Score -2166943 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2167179.750000 Penalty: 3256.218750
	Iteration 12Q: 3 clusters Score -2167180 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2167328.250000 Penalty: 3256.218750
	Iteration 13Q: 3 clusters Score -2167328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2167427.000000 Penalty: 3256.218750
	Iteration 14Q: 3 clusters Score -2167427 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2167494.500000 Penalty: 3256.218750
	Iteration 15Q: 3 clusters Score -2167494 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2167539.000000 Penalty: 3256.218750
	Iteration 16Q: 3 clusters Score -2167539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2167565.000000 Penalty: 3256.218750
	Iteration 17Q: 3 clusters Score -2167565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2167587.250000 Penalty: 3256.218750
	Iteration 18Q: 3 clusters Score -2167587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2167596.750000 Penalty: 3256.218750
	Iteration 19Q: 3 clusters Score -2167597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2167593.750000 Penalty: 3256.218750
	Iteration 20F: 3 clusters Score -2167594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2167598.000000 Penalty: 3256.218750
	Iteration 21Q: 3 clusters Score -2167598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2167599.750000 Penalty: 3256.218750
	Iteration 22Q: 3 clusters Score -2167600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2167606.000000 Penalty: 3256.218750
	Iteration 23Q: 3 clusters Score -2167606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2167609.000000 Penalty: 3256.218750
	Iteration 24Q: 3 clusters Score -2167609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2167607.000000 Penalty: 3256.218750
	Iteration 25Q: 3 clusters Score -2167607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -2167608.000000 Penalty: 3256.218750
	Iteration 26Q: 3 clusters Score -2167608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2167607.750000 Penalty: 3256.218750
	Iteration 27Q: 3 clusters Score -2167608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2167606.500000 Penalty: 3256.218750
	Iteration 28Q: 3 clusters Score -2167606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2167608.500000 Penalty: 3256.218750
	Iteration 29Q: 3 clusters Score -2167608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2167606.750000 Penalty: 3256.218750
	Iteration 30Q: 3 clusters Score -2167607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2167605.750000 Penalty: 3256.218750
	Iteration 31Q: 3 clusters Score -2167606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2167611.500000 Penalty: 3256.218750
	Iteration 32Q: 3 clusters Score -2167612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -2167613.000000 Penalty: 3256.218750
	Iteration 33Q: 3 clusters Score -2167613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2167619.250000 Penalty: 3256.218750
	Iteration 34Q: 3 clusters Score -2167619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2167618.500000 Penalty: 3256.218750
	Iteration 35Q: 3 clusters Score -2167618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2167622.250000 Penalty: 3256.218750
	Iteration 36Q: 3 clusters Score -2167622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2167626.250000 Penalty: 3256.218750
	Iteration 37Q: 3 clusters Score -2167626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2167624.000000 Penalty: 3256.218750
	Iteration 38Q: 3 clusters Score -2167624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2167624.750000 Penalty: 3256.218750
	Iteration 39Q: 3 clusters Score -2167625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2167624.250000 Penalty: 3256.218750
	Iteration 40F: 3 clusters Score -2167624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2167628.750000 Penalty: 3256.218750
	Iteration 41Q: 3 clusters Score -2167629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2167627.000000 Penalty: 3256.218750
	Iteration 42Q: 3 clusters Score -2167627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2167626.000000 Penalty: 3256.218750
	Iteration 43Q: 3 clusters Score -2167626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2167627.250000 Penalty: 3256.218750
	Iteration 44Q: 3 clusters Score -2167627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2167627.250000 Penalty: 3256.218750
	Iteration 45F: 3 clusters Score -2167627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (103069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103069 members 
Entering Unmasked Estep 
Score: -9689390.000000 Penalty: 1875.762451
	Iteration 0F: 2 clusters Score -9689390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -9620521.000000 Penalty: 3751.524902
	Iteration 0F: 3 clusters Score -9620521 nChanged 49264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -9649222.000000 Penalty: 3751.524902
	Iteration 1F: 3 clusters Score -9649222 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 57667 members 
Entering Unmasked Estep 
Score: -9650349.000000 Penalty: 3751.524902
	Iteration 2Q: 3 clusters Score -9650349 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -9652635.000000 Penalty: 3751.524902
	Iteration 3Q: 3 clusters Score -9652635 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -9656569.000000 Penalty: 3751.524902
	Iteration 4F: 3 clusters Score -9656569 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -9662679.000000 Penalty: 3751.524902
	Iteration 5F: 3 clusters Score -9662679 nChanged 8745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -9670178.000000 Penalty: 3751.524902
	Iteration 6F: 3 clusters Score -9670178 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 89888 members 
Entering Unmasked Estep 
Score: -9677198.000000 Penalty: 3751.524902
	Iteration 7F: 3 clusters Score -9677198 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 95273 members 
Entering Unmasked Estep 
Score: -9682070.000000 Penalty: 3751.524902
	Iteration 8F: 3 clusters Score -9682070 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 98565 members 
Entering Unmasked Estep 
Score: -9684724.000000 Penalty: 3751.524902
	Iteration 9Q: 3 clusters Score -9684724 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 100438 members 
Entering Unmasked Estep 
Score: -9686189.000000 Penalty: 3751.524902
	Iteration 10Q: 3 clusters Score -9686189 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 101535 members 
Entering Unmasked Estep 
Score: -9687044.000000 Penalty: 3751.524902
	Iteration 11Q: 3 clusters Score -9687044 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 102121 members 
Entering Unmasked Estep 
Score: -9687500.000000 Penalty: 3751.524902
	Iteration 12Q: 3 clusters Score -9687500 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 102409 members 
Entering Unmasked Estep 
Score: -9687706.000000 Penalty: 3751.524902
	Iteration 13Q: 3 clusters Score -9687706 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 102544 members 
Entering Unmasked Estep 
Score: -9687813.000000 Penalty: 3751.524902
	Iteration 14Q: 3 clusters Score -9687813 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 102607 members 
Entering Unmasked Estep 
Score: -9687881.000000 Penalty: 3751.524902
	Iteration 15Q: 3 clusters Score -9687881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 102648 members 
Entering Unmasked Estep 
Score: -9687914.000000 Penalty: 3751.524902
	Iteration 16Q: 3 clusters Score -9687914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -9687922.000000 Penalty: 3751.524902
	Iteration 17Q: 3 clusters Score -9687922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 102687 members 
Entering Unmasked Estep 
Score: -9687963.000000 Penalty: 3751.524902
	Iteration 18Q: 3 clusters Score -9687963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 102698 members 
Entering Unmasked Estep 
Score: -9687952.000000 Penalty: 3751.524902
	Iteration 19Q: 3 clusters Score -9687952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 102709 members 
Entering Unmasked Estep 
Score: -9687971.000000 Penalty: 3751.524902
	Iteration 20F: 3 clusters Score -9687971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 102717 members 
Entering Unmasked Estep 
Score: -9687975.000000 Penalty: 3751.524902
	Iteration 21Q: 3 clusters Score -9687975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 102722 members 
Entering Unmasked Estep 
Score: -9687980.000000 Penalty: 3751.524902
	Iteration 22Q: 3 clusters Score -9687980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 102727 members 
Entering Unmasked Estep 
Score: -9687994.000000 Penalty: 3751.524902
	Iteration 23Q: 3 clusters Score -9687994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 102729 members 
Entering Unmasked Estep 
Score: -9687984.000000 Penalty: 3751.524902
	Iteration 24Q: 3 clusters Score -9687984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -9687998.000000 Penalty: 3751.524902
	Iteration 25Q: 3 clusters Score -9687998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 102739 members 
Entering Unmasked Estep 
Score: -9688006.000000 Penalty: 3751.524902
	Iteration 26Q: 3 clusters Score -9688006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -9688010.000000 Penalty: 3751.524902
	Iteration 27Q: 3 clusters Score -9688010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -9688012.000000 Penalty: 3751.524902
	Iteration 28Q: 3 clusters Score -9688012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 102741 members 
Entering Unmasked Estep 
Score: -9688012.000000 Penalty: 3751.524902
	Iteration 29Q: 3 clusters Score -9688012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 102742 members 
Entering Unmasked Estep 
Score: -9688013.000000 Penalty: 3751.524902
	Iteration 30Q: 3 clusters Score -9688013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 102744 members 
Entering Unmasked Estep 
Score: -9688019.000000 Penalty: 3751.524902
	Iteration 31Q: 3 clusters Score -9688019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 102743 members 
Entering Unmasked Estep 
Score: -9688020.000000 Penalty: 3751.524902
	Iteration 32Q: 3 clusters Score -9688020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 102743 members 
Entering Unmasked Estep 
Score: -9688020.000000 Penalty: 3751.524902
	Iteration 33F: 3 clusters Score -9688020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -115151.773438 Penalty: 1168.117065
	Iteration 0F: 2 clusters Score -115151.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -113543.804688 Penalty: 2336.234131
	Iteration 0F: 3 clusters Score -113543.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113989.226562 Penalty: 2336.234131
	Iteration 1F: 3 clusters Score -113989.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -114227.875000 Penalty: 2336.234131
	Iteration 2F: 3 clusters Score -114227.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -114372.953125 Penalty: 2336.234131
	Iteration 3F: 3 clusters Score -114373 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -114487.320312 Penalty: 2336.234131
	Iteration 4F: 3 clusters Score -114487.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -114584.921875 Penalty: 2336.234131
	Iteration 5F: 3 clusters Score -114584.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -114641.078125 Penalty: 2336.234131
	Iteration 6Q: 3 clusters Score -114641.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -114662.781250 Penalty: 2336.234131
	Iteration 7Q: 3 clusters Score -114662.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -114675.710938 Penalty: 2336.234131
	Iteration 8Q: 3 clusters Score -114675.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -114685.179688 Penalty: 2336.234131
	Iteration 9Q: 3 clusters Score -114685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -114688.320312 Penalty: 2336.234131
	Iteration 10Q: 3 clusters Score -114688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -114689.164062 Penalty: 2336.234131
	Iteration 11Q: 3 clusters Score -114689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -114689.531250 Penalty: 2336.234131
	Iteration 12Q: 3 clusters Score -114689.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -114691.367188 Penalty: 2336.234131
	Iteration 13Q: 3 clusters Score -114691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -114693.773438 Penalty: 2336.234131
	Iteration 14Q: 3 clusters Score -114693.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -114693.773438 Penalty: 2336.234131
	Iteration 15F: 3 clusters Score -114693.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Entering Unmasked Estep 
Score: -404688.562500 Penalty: 1371.971313
	Iteration 0F: 2 clusters Score -404688.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -400904.093750 Penalty: 2743.942627
	Iteration 0F: 3 clusters Score -400904.1 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -401908.250000 Penalty: 2743.942627
	Iteration 1F: 3 clusters Score -401908.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -402129.000000 Penalty: 2743.942627
	Iteration 2F: 3 clusters Score -402129 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -402372.750000 Penalty: 2743.942627
	Iteration 3F: 3 clusters Score -402372.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -402662.656250 Penalty: 2743.942627
	Iteration 4F: 3 clusters Score -402662.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -402976.750000 Penalty: 2743.942627
	Iteration 5F: 3 clusters Score -402976.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -403299.187500 Penalty: 2743.942627
	Iteration 6F: 3 clusters Score -403299.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -403579.687500 Penalty: 2743.942627
	Iteration 7F: 3 clusters Score -403579.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -403768.375000 Penalty: 2743.942627
	Iteration 8F: 3 clusters Score -403768.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -403885.125000 Penalty: 2743.942627
	Iteration 9Q: 3 clusters Score -403885.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -403960.156250 Penalty: 2743.942627
	Iteration 10Q: 3 clusters Score -403960.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -404027.562500 Penalty: 2743.942627
	Iteration 11Q: 3 clusters Score -404027.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -404066.656250 Penalty: 2743.942627
	Iteration 12Q: 3 clusters Score -404066.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -404093.437500 Penalty: 2743.942627
	Iteration 13Q: 3 clusters Score -404093.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -404107.625000 Penalty: 2743.942627
	Iteration 14Q: 3 clusters Score -404107.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -404121.781250 Penalty: 2743.942627
	Iteration 15Q: 3 clusters Score -404121.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -404136.906250 Penalty: 2743.942627
	Iteration 16Q: 3 clusters Score -404136.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -404147.562500 Penalty: 2743.942627
	Iteration 17Q: 3 clusters Score -404147.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -404157.187500 Penalty: 2743.942627
	Iteration 18Q: 3 clusters Score -404157.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -404166.375000 Penalty: 2743.942627
	Iteration 19Q: 3 clusters Score -404166.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -404172.093750 Penalty: 2743.942627
	Iteration 20F: 3 clusters Score -404172.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -404176.937500 Penalty: 2743.942627
	Iteration 21Q: 3 clusters Score -404176.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -404181.500000 Penalty: 2743.942627
	Iteration 22Q: 3 clusters Score -404181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -404182.656250 Penalty: 2743.942627
	Iteration 23Q: 3 clusters Score -404182.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -404184.687500 Penalty: 2743.942627
	Iteration 24Q: 3 clusters Score -404184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -404184.156250 Penalty: 2743.942627
	Iteration 25Q: 3 clusters Score -404184.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -404185.781250 Penalty: 2743.942627
	Iteration 26Q: 3 clusters Score -404185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -404185.812500 Penalty: 2743.942627
	Iteration 27Q: 3 clusters Score -404185.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -404185.812500 Penalty: 2743.942627
	Iteration 28F: 3 clusters Score -404185.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (107484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Entering Unmasked Estep 
Score: -10111953.000000 Penalty: 1882.578369
	Iteration 0F: 2 clusters Score -1.011195e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -10039968.000000 Penalty: 3765.156738
	Iteration 0F: 3 clusters Score -1.003997e+07 nChanged 51693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -10069803.000000 Penalty: 3765.156738
	Iteration 1F: 3 clusters Score -1.00698e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 52732 members 
Entering Unmasked Estep 
Score: -10070515.000000 Penalty: 3765.156738
	Iteration 2Q: 3 clusters Score -1.007052e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -10071289.000000 Penalty: 3765.156738
	Iteration 3Q: 3 clusters Score -1.007129e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 51704 members 
Entering Unmasked Estep 
Score: -10072179.000000 Penalty: 3765.156738
	Iteration 4Q: 3 clusters Score -1.007218e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56751 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -10073428.000000 Penalty: 3765.156738
	Iteration 5Q: 3 clusters Score -1.007343e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58214 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -10074890.000000 Penalty: 3765.156738
	Iteration 6Q: 3 clusters Score -1.007489e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60273 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -10076765.000000 Penalty: 3765.156738
	Iteration 7Q: 3 clusters Score -1.007676e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -10079473.000000 Penalty: 3765.156738
	Iteration 8Q: 3 clusters Score -1.007947e+07 nChanged 5813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -10083136.000000 Penalty: 3765.156738
	Iteration 9F: 3 clusters Score -1.008314e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70108 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -10087626.000000 Penalty: 3765.156738
	Iteration 10F: 3 clusters Score -1.008763e+07 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73370 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -10091713.000000 Penalty: 3765.156738
	Iteration 11F: 3 clusters Score -1.009171e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -10094168.000000 Penalty: 3765.156738
	Iteration 12Q: 3 clusters Score -1.009417e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77985 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -10095508.000000 Penalty: 3765.156738
	Iteration 13Q: 3 clusters Score -1.009551e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80068 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -10096448.000000 Penalty: 3765.156738
	Iteration 14Q: 3 clusters Score -1.009645e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82174 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -10097246.000000 Penalty: 3765.156738
	Iteration 15Q: 3 clusters Score -1.009725e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84245 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -10098099.000000 Penalty: 3765.156738
	Iteration 16Q: 3 clusters Score -1.00981e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86349 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -10099046.000000 Penalty: 3765.156738
	Iteration 17Q: 3 clusters Score -1.009905e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88532 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -10099952.000000 Penalty: 3765.156738
	Iteration 18Q: 3 clusters Score -1.009995e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -10100906.000000 Penalty: 3765.156738
	Iteration 19Q: 3 clusters Score -1.010091e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -10101925.000000 Penalty: 3765.156738
	Iteration 20F: 3 clusters Score -1.010192e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -10102974.000000 Penalty: 3765.156738
	Iteration 21Q: 3 clusters Score -1.010297e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96673 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -10104072.000000 Penalty: 3765.156738
	Iteration 22Q: 3 clusters Score -1.010407e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98563 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -10105287.000000 Penalty: 3765.156738
	Iteration 23Q: 3 clusters Score -1.010529e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -10106332.000000 Penalty: 3765.156738
	Iteration 24Q: 3 clusters Score -1.010633e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101692 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -10107234.000000 Penalty: 3765.156738
	Iteration 25Q: 3 clusters Score -1.010723e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102860 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -10107999.000000 Penalty: 3765.156738
	Iteration 26Q: 3 clusters Score -1.0108e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103809 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -10108600.000000 Penalty: 3765.156738
	Iteration 27Q: 3 clusters Score -1.01086e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104587 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -10109127.000000 Penalty: 3765.156738
	Iteration 28Q: 3 clusters Score -1.010913e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105164 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -10109458.000000 Penalty: 3765.156738
	Iteration 29Q: 3 clusters Score -1.010946e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105599 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -10109765.000000 Penalty: 3765.156738
	Iteration 30Q: 3 clusters Score -1.010976e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105929 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -10109970.000000 Penalty: 3765.156738
	Iteration 31Q: 3 clusters Score -1.010997e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106175 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -10110172.000000 Penalty: 3765.156738
	Iteration 32Q: 3 clusters Score -1.011017e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10110322.000000 Penalty: 3765.156738
	Iteration 33Q: 3 clusters Score -1.011032e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10110416.000000 Penalty: 3765.156738
	Iteration 34Q: 3 clusters Score -1.011042e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106534 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10110522.000000 Penalty: 3765.156738
	Iteration 35Q: 3 clusters Score -1.011052e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106594 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10110554.000000 Penalty: 3765.156738
	Iteration 36Q: 3 clusters Score -1.011055e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106652 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10110588.000000 Penalty: 3765.156738
	Iteration 37Q: 3 clusters Score -1.011059e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -10110628.000000 Penalty: 3765.156738
	Iteration 38Q: 3 clusters Score -1.011063e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106688 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -10110633.000000 Penalty: 3765.156738
	Iteration 39Q: 3 clusters Score -1.011063e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106698 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10110644.000000 Penalty: 3765.156738
	Iteration 40F: 3 clusters Score -1.011064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106704 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10110653.000000 Penalty: 3765.156738
	Iteration 41Q: 3 clusters Score -1.011065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106709 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -10110642.000000 Penalty: 3765.156738
	Iteration 42Q: 3 clusters Score -1.011064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106713 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10110656.000000 Penalty: 3765.156738
	Iteration 43Q: 3 clusters Score -1.011066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106722 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10110665.000000 Penalty: 3765.156738
	Iteration 44Q: 3 clusters Score -1.011066e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106738 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10110670.000000 Penalty: 3765.156738
	Iteration 45Q: 3 clusters Score -1.011067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106742 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10110665.000000 Penalty: 3765.156738
	Iteration 46Q: 3 clusters Score -1.011066e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106745 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -10110663.000000 Penalty: 3765.156738
	Iteration 47Q: 3 clusters Score -1.011066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106753 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10110676.000000 Penalty: 3765.156738
	Iteration 48Q: 3 clusters Score -1.011068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106760 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -10110664.000000 Penalty: 3765.156738
	Iteration 49Q: 3 clusters Score -1.011066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106762 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10110664.000000 Penalty: 3765.156738
	Iteration 50Q: 3 clusters Score -1.011066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10110666.000000 Penalty: 3765.156738
	Iteration 51Q: 3 clusters Score -1.011067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10110664.000000 Penalty: 3765.156738
	Iteration 52Q: 3 clusters Score -1.011066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -10110664.000000 Penalty: 3765.156738
	Iteration 53F: 3 clusters Score -1.011066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Entering Unmasked Estep 
Score: -682967.625000 Penalty: 1439.969360
	Iteration 0F: 2 clusters Score -682967.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -677646.500000 Penalty: 2879.938721
	Iteration 0F: 3 clusters Score -677646.5 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -679249.875000 Penalty: 2879.938721
	Iteration 1F: 3 clusters Score -679249.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -679475.000000 Penalty: 2879.938721
	Iteration 2F: 3 clusters Score -679475 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -679653.562500 Penalty: 2879.938721
	Iteration 3F: 3 clusters Score -679653.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -679794.125000 Penalty: 2879.938721
	Iteration 4Q: 3 clusters Score -679794.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -679902.875000 Penalty: 2879.938721
	Iteration 5Q: 3 clusters Score -679902.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -680001.687500 Penalty: 2879.938721
	Iteration 6Q: 3 clusters Score -680001.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -680114.500000 Penalty: 2879.938721
	Iteration 7Q: 3 clusters Score -680114.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -680265.687500 Penalty: 2879.938721
	Iteration 8Q: 3 clusters Score -680265.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -680433.187500 Penalty: 2879.938721
	Iteration 9Q: 3 clusters Score -680433.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -680636.437500 Penalty: 2879.938721
	Iteration 10Q: 3 clusters Score -680636.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -680857.687500 Penalty: 2879.938721
	Iteration 11Q: 3 clusters Score -680857.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -681053.000000 Penalty: 2879.938721
	Iteration 12Q: 3 clusters Score -681053 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -681209.562500 Penalty: 2879.938721
	Iteration 13Q: 3 clusters Score -681209.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -681337.687500 Penalty: 2879.938721
	Iteration 14Q: 3 clusters Score -681337.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -681437.062500 Penalty: 2879.938721
	Iteration 15Q: 3 clusters Score -681437.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -681497.312500 Penalty: 2879.938721
	Iteration 16Q: 3 clusters Score -681497.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -681540.062500 Penalty: 2879.938721
	Iteration 17Q: 3 clusters Score -681540.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -681569.937500 Penalty: 2879.938721
	Iteration 18Q: 3 clusters Score -681569.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -681591.187500 Penalty: 2879.938721
	Iteration 19Q: 3 clusters Score -681591.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -681610.187500 Penalty: 2879.938721
	Iteration 20F: 3 clusters Score -681610.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -681631.750000 Penalty: 2879.938721
	Iteration 21Q: 3 clusters Score -681631.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -681654.000000 Penalty: 2879.938721
	Iteration 22Q: 3 clusters Score -681654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -681668.187500 Penalty: 2879.938721
	Iteration 23Q: 3 clusters Score -681668.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -681680.000000 Penalty: 2879.938721
	Iteration 24Q: 3 clusters Score -681680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -681689.812500 Penalty: 2879.938721
	Iteration 25Q: 3 clusters Score -681689.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -681701.750000 Penalty: 2879.938721
	Iteration 26Q: 3 clusters Score -681701.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -681717.312500 Penalty: 2879.938721
	Iteration 27Q: 3 clusters Score -681717.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -681727.687500 Penalty: 2879.938721
	Iteration 28Q: 3 clusters Score -681727.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -681734.500000 Penalty: 2879.938721
	Iteration 29Q: 3 clusters Score -681734.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -681738.062500 Penalty: 2879.938721
	Iteration 30Q: 3 clusters Score -681738.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -681746.000000 Penalty: 2879.938721
	Iteration 31Q: 3 clusters Score -681746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -681748.437500 Penalty: 2879.938721
	Iteration 32Q: 3 clusters Score -681748.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -681755.562500 Penalty: 2879.938721
	Iteration 33Q: 3 clusters Score -681755.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -681758.000000 Penalty: 2879.938721
	Iteration 34Q: 3 clusters Score -681758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -681760.250000 Penalty: 2879.938721
	Iteration 35Q: 3 clusters Score -681760.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -681763.937500 Penalty: 2879.938721
	Iteration 36Q: 3 clusters Score -681763.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -681764.125000 Penalty: 2879.938721
	Iteration 37Q: 3 clusters Score -681764.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -681768.000000 Penalty: 2879.938721
	Iteration 38Q: 3 clusters Score -681768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -681769.750000 Penalty: 2879.938721
	Iteration 39Q: 3 clusters Score -681769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -681769.750000 Penalty: 2879.938721
	Iteration 40F: 3 clusters Score -681769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (78485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Entering Unmasked Estep 
Score: -7526115.500000 Penalty: 1831.482788
	Iteration 0F: 2 clusters Score -7526116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -7473570.500000 Penalty: 3662.965576
	Iteration 0F: 3 clusters Score -7473570 nChanged 37409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -7495043.000000 Penalty: 3662.965576
	Iteration 1F: 3 clusters Score -7495043 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7495716.000000 Penalty: 3662.965576
	Iteration 2Q: 3 clusters Score -7495716 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -7496893.500000 Penalty: 3662.965576
	Iteration 3Q: 3 clusters Score -7496894 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -7498894.500000 Penalty: 3662.965576
	Iteration 4F: 3 clusters Score -7498894 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54989 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -7502628.500000 Penalty: 3662.965576
	Iteration 5F: 3 clusters Score -7502628 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -7508399.500000 Penalty: 3662.965576
	Iteration 6F: 3 clusters Score -7508400 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -7515141.500000 Penalty: 3662.965576
	Iteration 7F: 3 clusters Score -7515142 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74066 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -7520352.500000 Penalty: 3662.965576
	Iteration 8F: 3 clusters Score -7520352 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7523002.500000 Penalty: 3662.965576
	Iteration 9Q: 3 clusters Score -7523002 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77846 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7523958.000000 Penalty: 3662.965576
	Iteration 10Q: 3 clusters Score -7523958 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7524278.500000 Penalty: 3662.965576
	Iteration 11Q: 3 clusters Score -7524278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7524398.500000 Penalty: 3662.965576
	Iteration 12Q: 3 clusters Score -7524398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7524456.500000 Penalty: 3662.965576
	Iteration 13Q: 3 clusters Score -7524456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7524471.000000 Penalty: 3662.965576
	Iteration 14Q: 3 clusters Score -7524471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -7524488.000000 Penalty: 3662.965576
	Iteration 15Q: 3 clusters Score -7524488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7524493.500000 Penalty: 3662.965576
	Iteration 16Q: 3 clusters Score -7524494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7524501.500000 Penalty: 3662.965576
	Iteration 17Q: 3 clusters Score -7524502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7524505.000000 Penalty: 3662.965576
	Iteration 18Q: 3 clusters Score -7524505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78290 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7524507.500000 Penalty: 3662.965576
	Iteration 19Q: 3 clusters Score -7524508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78291 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -7524510.500000 Penalty: 3662.965576
	Iteration 20F: 3 clusters Score -7524510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -7524511.000000 Penalty: 3662.965576
	Iteration 21Q: 3 clusters Score -7524511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7524513.000000 Penalty: 3662.965576
	Iteration 22Q: 3 clusters Score -7524513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7524513.000000 Penalty: 3662.965576
	Iteration 23F: 3 clusters Score -7524513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -301725.343750 Penalty: 1312.231689
	Iteration 0F: 2 clusters Score -301725.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -298914.218750 Penalty: 2624.463379
	Iteration 0F: 3 clusters Score -298914.2 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -299570.125000 Penalty: 2624.463379
	Iteration 1F: 3 clusters Score -299570.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -299721.250000 Penalty: 2624.463379
	Iteration 2F: 3 clusters Score -299721.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -299826.531250 Penalty: 2624.463379
	Iteration 3F: 3 clusters Score -299826.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -299901.968750 Penalty: 2624.463379
	Iteration 4Q: 3 clusters Score -299902 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -299962.906250 Penalty: 2624.463379
	Iteration 5Q: 3 clusters Score -299962.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -300009.125000 Penalty: 2624.463379
	Iteration 6Q: 3 clusters Score -300009.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -300063.593750 Penalty: 2624.463379
	Iteration 7Q: 3 clusters Score -300063.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -300118.156250 Penalty: 2624.463379
	Iteration 8Q: 3 clusters Score -300118.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -300169.781250 Penalty: 2624.463379
	Iteration 9Q: 3 clusters Score -300169.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -300226.031250 Penalty: 2624.463379
	Iteration 10Q: 3 clusters Score -300226 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -300290.406250 Penalty: 2624.463379
	Iteration 11Q: 3 clusters Score -300290.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -300373.656250 Penalty: 2624.463379
	Iteration 12Q: 3 clusters Score -300373.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -300463.687500 Penalty: 2624.463379
	Iteration 13Q: 3 clusters Score -300463.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -300542.562500 Penalty: 2624.463379
	Iteration 14Q: 3 clusters Score -300542.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -300602.281250 Penalty: 2624.463379
	Iteration 15Q: 3 clusters Score -300602.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -300642.468750 Penalty: 2624.463379
	Iteration 16Q: 3 clusters Score -300642.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -300677.500000 Penalty: 2624.463379
	Iteration 17Q: 3 clusters Score -300677.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -300717.937500 Penalty: 2624.463379
	Iteration 18Q: 3 clusters Score -300717.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -300748.406250 Penalty: 2624.463379
	Iteration 19Q: 3 clusters Score -300748.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -300769.312500 Penalty: 2624.463379
	Iteration 20F: 3 clusters Score -300769.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -300784.875000 Penalty: 2624.463379
	Iteration 21Q: 3 clusters Score -300784.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -300801.937500 Penalty: 2624.463379
	Iteration 22Q: 3 clusters Score -300801.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -300816.500000 Penalty: 2624.463379
	Iteration 23Q: 3 clusters Score -300816.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -300826.093750 Penalty: 2624.463379
	Iteration 24Q: 3 clusters Score -300826.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -300833.062500 Penalty: 2624.463379
	Iteration 25Q: 3 clusters Score -300833.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -300845.375000 Penalty: 2624.463379
	Iteration 26Q: 3 clusters Score -300845.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -300852.406250 Penalty: 2624.463379
	Iteration 27Q: 3 clusters Score -300852.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -300856.781250 Penalty: 2624.463379
	Iteration 28Q: 3 clusters Score -300856.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -300860.718750 Penalty: 2624.463379
	Iteration 29Q: 3 clusters Score -300860.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -300864.343750 Penalty: 2624.463379
	Iteration 30Q: 3 clusters Score -300864.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -300867.906250 Penalty: 2624.463379
	Iteration 31Q: 3 clusters Score -300867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -300871.937500 Penalty: 2624.463379
	Iteration 32Q: 3 clusters Score -300871.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -300877.375000 Penalty: 2624.463379
	Iteration 33Q: 3 clusters Score -300877.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -300882.000000 Penalty: 2624.463379
	Iteration 34Q: 3 clusters Score -300882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -300884.625000 Penalty: 2624.463379
	Iteration 35Q: 3 clusters Score -300884.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -300885.500000 Penalty: 2624.463379
	Iteration 36Q: 3 clusters Score -300885.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -300885.593750 Penalty: 2624.463379
	Iteration 37Q: 3 clusters Score -300885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -300885.781250 Penalty: 2624.463379
	Iteration 38Q: 3 clusters Score -300885.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -300886.812500 Penalty: 2624.463379
	Iteration 39Q: 3 clusters Score -300886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -300887.000000 Penalty: 2624.463379
	Iteration 40F: 3 clusters Score -300887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -300887.187500 Penalty: 2624.463379
	Iteration 41Q: 3 clusters Score -300887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -300887.937500 Penalty: 2624.463379
	Iteration 42Q: 3 clusters Score -300887.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -300887.937500 Penalty: 2624.463379
	Iteration 43F: 3 clusters Score -300887.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Entering Unmasked Estep 
Score: -213649.984375 Penalty: 1259.754395
	Iteration 0F: 2 clusters Score -213650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -211368.171875 Penalty: 2519.508789
	Iteration 0F: 3 clusters Score -211368.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -211828.031250 Penalty: 2519.508789
	Iteration 1F: 3 clusters Score -211828 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -211938.046875 Penalty: 2519.508789
	Iteration 2F: 3 clusters Score -211938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -212002.015625 Penalty: 2519.508789
	Iteration 3Q: 3 clusters Score -212002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -212049.437500 Penalty: 2519.508789
	Iteration 4Q: 3 clusters Score -212049.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -212092.828125 Penalty: 2519.508789
	Iteration 5Q: 3 clusters Score -212092.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -212121.281250 Penalty: 2519.508789
	Iteration 6Q: 3 clusters Score -212121.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -212141.375000 Penalty: 2519.508789
	Iteration 7Q: 3 clusters Score -212141.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -212157.703125 Penalty: 2519.508789
	Iteration 8Q: 3 clusters Score -212157.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -212171.750000 Penalty: 2519.508789
	Iteration 9Q: 3 clusters Score -212171.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -212186.000000 Penalty: 2519.508789
	Iteration 10Q: 3 clusters Score -212186 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212195.515625 Penalty: 2519.508789
	Iteration 11Q: 3 clusters Score -212195.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -212208.390625 Penalty: 2519.508789
	Iteration 12Q: 3 clusters Score -212208.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -212222.406250 Penalty: 2519.508789
	Iteration 13Q: 3 clusters Score -212222.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -212234.593750 Penalty: 2519.508789
	Iteration 14Q: 3 clusters Score -212234.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212247.609375 Penalty: 2519.508789
	Iteration 15Q: 3 clusters Score -212247.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -212260.671875 Penalty: 2519.508789
	Iteration 16Q: 3 clusters Score -212260.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -212271.062500 Penalty: 2519.508789
	Iteration 17Q: 3 clusters Score -212271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -212277.171875 Penalty: 2519.508789
	Iteration 18Q: 3 clusters Score -212277.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -212282.906250 Penalty: 2519.508789
	Iteration 19Q: 3 clusters Score -212282.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -212285.515625 Penalty: 2519.508789
	Iteration 20F: 3 clusters Score -212285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -212288.703125 Penalty: 2519.508789
	Iteration 21Q: 3 clusters Score -212288.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -212294.671875 Penalty: 2519.508789
	Iteration 22Q: 3 clusters Score -212294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -212297.218750 Penalty: 2519.508789
	Iteration 23Q: 3 clusters Score -212297.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -212300.906250 Penalty: 2519.508789
	Iteration 24Q: 3 clusters Score -212300.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -212307.843750 Penalty: 2519.508789
	Iteration 25Q: 3 clusters Score -212307.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -212313.296875 Penalty: 2519.508789
	Iteration 26Q: 3 clusters Score -212313.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -212320.359375 Penalty: 2519.508789
	Iteration 27Q: 3 clusters Score -212320.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -212323.203125 Penalty: 2519.508789
	Iteration 28Q: 3 clusters Score -212323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -212324.140625 Penalty: 2519.508789
	Iteration 29Q: 3 clusters Score -212324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -212325.437500 Penalty: 2519.508789
	Iteration 30Q: 3 clusters Score -212325.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -212326.281250 Penalty: 2519.508789
	Iteration 31Q: 3 clusters Score -212326.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -212328.203125 Penalty: 2519.508789
	Iteration 32Q: 3 clusters Score -212328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -212329.984375 Penalty: 2519.508789
	Iteration 33Q: 3 clusters Score -212330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -212332.875000 Penalty: 2519.508789
	Iteration 34Q: 3 clusters Score -212332.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -212335.281250 Penalty: 2519.508789
	Iteration 35Q: 3 clusters Score -212335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -212335.500000 Penalty: 2519.508789
	Iteration 36Q: 3 clusters Score -212335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -212336.390625 Penalty: 2519.508789
	Iteration 37Q: 3 clusters Score -212336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -212336.734375 Penalty: 2519.508789
	Iteration 38Q: 3 clusters Score -212336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -212337.250000 Penalty: 2519.508789
	Iteration 39Q: 3 clusters Score -212337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -212339.015625 Penalty: 2519.508789
	Iteration 40F: 3 clusters Score -212339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -212343.265625 Penalty: 2519.508789
	Iteration 41Q: 3 clusters Score -212343.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -212346.265625 Penalty: 2519.508789
	Iteration 42Q: 3 clusters Score -212346.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -212347.546875 Penalty: 2519.508789
	Iteration 43Q: 3 clusters Score -212347.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -212348.718750 Penalty: 2519.508789
	Iteration 44Q: 3 clusters Score -212348.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -212351.203125 Penalty: 2519.508789
	Iteration 45Q: 3 clusters Score -212351.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -212356.625000 Penalty: 2519.508789
	Iteration 46Q: 3 clusters Score -212356.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -212360.828125 Penalty: 2519.508789
	Iteration 47Q: 3 clusters Score -212360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -212362.906250 Penalty: 2519.508789
	Iteration 48Q: 3 clusters Score -212362.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -212367.687500 Penalty: 2519.508789
	Iteration 49Q: 3 clusters Score -212367.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -212375.000000 Penalty: 2519.508789
	Iteration 50Q: 3 clusters Score -212375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -212380.406250 Penalty: 2519.508789
	Iteration 51Q: 3 clusters Score -212380.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -212386.921875 Penalty: 2519.508789
	Iteration 52Q: 3 clusters Score -212386.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -212390.500000 Penalty: 2519.508789
	Iteration 53Q: 3 clusters Score -212390.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -212393.640625 Penalty: 2519.508789
	Iteration 54Q: 3 clusters Score -212393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -212395.593750 Penalty: 2519.508789
	Iteration 55Q: 3 clusters Score -212395.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -212399.046875 Penalty: 2519.508789
	Iteration 56Q: 3 clusters Score -212399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -212400.578125 Penalty: 2519.508789
	Iteration 57Q: 3 clusters Score -212400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -212400.968750 Penalty: 2519.508789
	Iteration 58Q: 3 clusters Score -212401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -212401.593750 Penalty: 2519.508789
	Iteration 59Q: 3 clusters Score -212401.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -212402.953125 Penalty: 2519.508789
	Iteration 60F: 3 clusters Score -212403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -212404.734375 Penalty: 2519.508789
	Iteration 61Q: 3 clusters Score -212404.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -212405.656250 Penalty: 2519.508789
	Iteration 62Q: 3 clusters Score -212405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -212405.656250 Penalty: 2519.508789
	Iteration 63F: 3 clusters Score -212405.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Entering Unmasked Estep 
Score: -306937.312500 Penalty: 1317.944336
	Iteration 0F: 2 clusters Score -306937.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -304028.812500 Penalty: 2635.888672
	Iteration 0F: 3 clusters Score -304028.8 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -304808.031250 Penalty: 2635.888672
	Iteration 1F: 3 clusters Score -304808 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -305013.312500 Penalty: 2635.888672
	Iteration 2F: 3 clusters Score -305013.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -305175.968750 Penalty: 2635.888672
	Iteration 3F: 3 clusters Score -305176 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -305363.625000 Penalty: 2635.888672
	Iteration 4F: 3 clusters Score -305363.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -305560.031250 Penalty: 2635.888672
	Iteration 5F: 3 clusters Score -305560 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -305752.031250 Penalty: 2635.888672
	Iteration 6F: 3 clusters Score -305752 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -305928.375000 Penalty: 2635.888672
	Iteration 7F: 3 clusters Score -305928.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -306042.687500 Penalty: 2635.888672
	Iteration 8Q: 3 clusters Score -306042.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -306114.218750 Penalty: 2635.888672
	Iteration 9Q: 3 clusters Score -306114.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -306199.468750 Penalty: 2635.888672
	Iteration 10Q: 3 clusters Score -306199.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -306270.812500 Penalty: 2635.888672
	Iteration 11Q: 3 clusters Score -306270.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -306323.468750 Penalty: 2635.888672
	Iteration 12Q: 3 clusters Score -306323.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -306362.093750 Penalty: 2635.888672
	Iteration 13Q: 3 clusters Score -306362.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -306381.156250 Penalty: 2635.888672
	Iteration 14Q: 3 clusters Score -306381.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -306392.718750 Penalty: 2635.888672
	Iteration 15Q: 3 clusters Score -306392.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -306397.031250 Penalty: 2635.888672
	Iteration 16Q: 3 clusters Score -306397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -306398.906250 Penalty: 2635.888672
	Iteration 17Q: 3 clusters Score -306398.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -306400.062500 Penalty: 2635.888672
	Iteration 18Q: 3 clusters Score -306400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -306401.312500 Penalty: 2635.888672
	Iteration 19Q: 3 clusters Score -306401.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -306402.343750 Penalty: 2635.888672
	Iteration 20F: 3 clusters Score -306402.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -306402.656250 Penalty: 2635.888672
	Iteration 21Q: 3 clusters Score -306402.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -306402.656250 Penalty: 2635.888672
	Iteration 22F: 3 clusters Score -306402.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Entering Unmasked Estep 
Score: -918579.812500 Penalty: 1495.653320
	Iteration 0F: 2 clusters Score -918579.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -911473.062500 Penalty: 2991.306641
	Iteration 0F: 3 clusters Score -911473.1 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -913718.750000 Penalty: 2991.306641
	Iteration 1F: 3 clusters Score -913718.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -913968.125000 Penalty: 2991.306641
	Iteration 2F: 3 clusters Score -913968.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -914175.125000 Penalty: 2991.306641
	Iteration 3F: 3 clusters Score -914175.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -914389.625000 Penalty: 2991.306641
	Iteration 4Q: 3 clusters Score -914389.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -914608.375000 Penalty: 2991.306641
	Iteration 5Q: 3 clusters Score -914608.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -914830.250000 Penalty: 2991.306641
	Iteration 6Q: 3 clusters Score -914830.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -915071.687500 Penalty: 2991.306641
	Iteration 7Q: 3 clusters Score -915071.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -915329.687500 Penalty: 2991.306641
	Iteration 8Q: 3 clusters Score -915329.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -915633.437500 Penalty: 2991.306641
	Iteration 9Q: 3 clusters Score -915633.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -915987.937500 Penalty: 2991.306641
	Iteration 10Q: 3 clusters Score -915987.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -916331.937500 Penalty: 2991.306641
	Iteration 11Q: 3 clusters Score -916331.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -916595.312500 Penalty: 2991.306641
	Iteration 12Q: 3 clusters Score -916595.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -916813.687500 Penalty: 2991.306641
	Iteration 13Q: 3 clusters Score -916813.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -916959.250000 Penalty: 2991.306641
	Iteration 14Q: 3 clusters Score -916959.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -917079.562500 Penalty: 2991.306641
	Iteration 15Q: 3 clusters Score -917079.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -917145.187500 Penalty: 2991.306641
	Iteration 16Q: 3 clusters Score -917145.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -917184.875000 Penalty: 2991.306641
	Iteration 17Q: 3 clusters Score -917184.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -917217.312500 Penalty: 2991.306641
	Iteration 18Q: 3 clusters Score -917217.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -917241.187500 Penalty: 2991.306641
	Iteration 19Q: 3 clusters Score -917241.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -917250.312500 Penalty: 2991.306641
	Iteration 20F: 3 clusters Score -917250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -917256.062500 Penalty: 2991.306641
	Iteration 21Q: 3 clusters Score -917256.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -917263.125000 Penalty: 2991.306641
	Iteration 22Q: 3 clusters Score -917263.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -917274.375000 Penalty: 2991.306641
	Iteration 23Q: 3 clusters Score -917274.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -917285.625000 Penalty: 2991.306641
	Iteration 24Q: 3 clusters Score -917285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -917291.875000 Penalty: 2991.306641
	Iteration 25Q: 3 clusters Score -917291.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -917296.375000 Penalty: 2991.306641
	Iteration 26Q: 3 clusters Score -917296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -917300.187500 Penalty: 2991.306641
	Iteration 27Q: 3 clusters Score -917300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -917302.062500 Penalty: 2991.306641
	Iteration 28Q: 3 clusters Score -917302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -917302.375000 Penalty: 2991.306641
	Iteration 29Q: 3 clusters Score -917302.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -917302.312500 Penalty: 2991.306641
	Iteration 30Q: 3 clusters Score -917302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -917304.312500 Penalty: 2991.306641
	Iteration 31Q: 3 clusters Score -917304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -917304.312500 Penalty: 2991.306641
	Iteration 32F: 3 clusters Score -917304.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Entering Unmasked Estep 
Score: -1113957.375000 Penalty: 1520.279419
	Iteration 0F: 2 clusters Score -1113957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1105789.250000 Penalty: 3040.558838
	Iteration 0F: 3 clusters Score -1105789 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1108489.500000 Penalty: 3040.558838
	Iteration 1F: 3 clusters Score -1108490 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1108736.250000 Penalty: 3040.558838
	Iteration 2F: 3 clusters Score -1108736 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1108958.000000 Penalty: 3040.558838
	Iteration 3Q: 3 clusters Score -1108958 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1109185.500000 Penalty: 3040.558838
	Iteration 4Q: 3 clusters Score -1109186 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1109431.000000 Penalty: 3040.558838
	Iteration 5Q: 3 clusters Score -1109431 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1109719.000000 Penalty: 3040.558838
	Iteration 6Q: 3 clusters Score -1109719 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1110095.125000 Penalty: 3040.558838
	Iteration 7F: 3 clusters Score -1110095 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1110573.750000 Penalty: 3040.558838
	Iteration 8F: 3 clusters Score -1110574 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1111058.125000 Penalty: 3040.558838
	Iteration 9F: 3 clusters Score -1111058 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1111559.125000 Penalty: 3040.558838
	Iteration 10F: 3 clusters Score -1111559 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1111958.375000 Penalty: 3040.558838
	Iteration 11Q: 3 clusters Score -1111958 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1112221.875000 Penalty: 3040.558838
	Iteration 12Q: 3 clusters Score -1112222 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1112381.625000 Penalty: 3040.558838
	Iteration 13Q: 3 clusters Score -1112382 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1112505.875000 Penalty: 3040.558838
	Iteration 14Q: 3 clusters Score -1112506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1112583.750000 Penalty: 3040.558838
	Iteration 15Q: 3 clusters Score -1112584 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1112630.000000 Penalty: 3040.558838
	Iteration 16Q: 3 clusters Score -1112630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1112665.375000 Penalty: 3040.558838
	Iteration 17Q: 3 clusters Score -1112665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1112685.125000 Penalty: 3040.558838
	Iteration 18Q: 3 clusters Score -1112685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1112694.250000 Penalty: 3040.558838
	Iteration 19Q: 3 clusters Score -1112694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1112700.375000 Penalty: 3040.558838
	Iteration 20F: 3 clusters Score -1112700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1112707.375000 Penalty: 3040.558838
	Iteration 21Q: 3 clusters Score -1112707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1112707.625000 Penalty: 3040.558838
	Iteration 22Q: 3 clusters Score -1112708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1112708.500000 Penalty: 3040.558838
	Iteration 23Q: 3 clusters Score -1112708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1112707.875000 Penalty: 3040.558838
	Iteration 24Q: 3 clusters Score -1112708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1112707.875000 Penalty: 3040.558838
	Iteration 25F: 3 clusters Score -1112708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Entering Unmasked Estep 
Score: -587503.187500 Penalty: 1416.250610
	Iteration 0F: 2 clusters Score -587503.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -582826.625000 Penalty: 2832.501221
	Iteration 0F: 3 clusters Score -582826.6 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -584109.375000 Penalty: 2832.501221
	Iteration 1F: 3 clusters Score -584109.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -584283.125000 Penalty: 2832.501221
	Iteration 2F: 3 clusters Score -584283.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -584422.500000 Penalty: 2832.501221
	Iteration 3Q: 3 clusters Score -584422.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -584541.375000 Penalty: 2832.501221
	Iteration 4Q: 3 clusters Score -584541.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -584646.437500 Penalty: 2832.501221
	Iteration 5Q: 3 clusters Score -584646.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -584748.187500 Penalty: 2832.501221
	Iteration 6Q: 3 clusters Score -584748.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -584862.937500 Penalty: 2832.501221
	Iteration 7Q: 3 clusters Score -584862.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -584986.437500 Penalty: 2832.501221
	Iteration 8Q: 3 clusters Score -584986.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -585105.062500 Penalty: 2832.501221
	Iteration 9Q: 3 clusters Score -585105.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -585255.125000 Penalty: 2832.501221
	Iteration 10Q: 3 clusters Score -585255.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -585437.375000 Penalty: 2832.501221
	Iteration 11Q: 3 clusters Score -585437.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -585642.187500 Penalty: 2832.501221
	Iteration 12Q: 3 clusters Score -585642.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -585846.312500 Penalty: 2832.501221
	Iteration 13Q: 3 clusters Score -585846.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -586002.812500 Penalty: 2832.501221
	Iteration 14Q: 3 clusters Score -586002.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -586103.937500 Penalty: 2832.501221
	Iteration 15Q: 3 clusters Score -586103.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -586163.437500 Penalty: 2832.501221
	Iteration 16Q: 3 clusters Score -586163.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -586203.687500 Penalty: 2832.501221
	Iteration 17Q: 3 clusters Score -586203.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -586226.437500 Penalty: 2832.501221
	Iteration 18Q: 3 clusters Score -586226.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -586246.937500 Penalty: 2832.501221
	Iteration 19Q: 3 clusters Score -586246.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -586263.312500 Penalty: 2832.501221
	Iteration 20F: 3 clusters Score -586263.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -586274.000000 Penalty: 2832.501221
	Iteration 21Q: 3 clusters Score -586274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -586281.187500 Penalty: 2832.501221
	Iteration 22Q: 3 clusters Score -586281.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -586285.500000 Penalty: 2832.501221
	Iteration 23Q: 3 clusters Score -586285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -586289.062500 Penalty: 2832.501221
	Iteration 24Q: 3 clusters Score -586289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -586291.312500 Penalty: 2832.501221
	Iteration 25Q: 3 clusters Score -586291.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -586297.250000 Penalty: 2832.501221
	Iteration 26Q: 3 clusters Score -586297.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -586301.312500 Penalty: 2832.501221
	Iteration 27Q: 3 clusters Score -586301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -586302.937500 Penalty: 2832.501221
	Iteration 28Q: 3 clusters Score -586302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -586304.500000 Penalty: 2832.501221
	Iteration 29Q: 3 clusters Score -586304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -586310.750000 Penalty: 2832.501221
	Iteration 30Q: 3 clusters Score -586310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -586314.687500 Penalty: 2832.501221
	Iteration 31Q: 3 clusters Score -586314.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -586320.125000 Penalty: 2832.501221
	Iteration 32Q: 3 clusters Score -586320.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -586324.062500 Penalty: 2832.501221
	Iteration 33Q: 3 clusters Score -586324.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -586327.875000 Penalty: 2832.501221
	Iteration 34Q: 3 clusters Score -586327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -586329.250000 Penalty: 2832.501221
	Iteration 35Q: 3 clusters Score -586329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -586329.562500 Penalty: 2832.501221
	Iteration 36Q: 3 clusters Score -586329.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -586329.562500 Penalty: 2832.501221
	Iteration 37F: 3 clusters Score -586329.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Entering Unmasked Estep 
Score: -767442.625000 Penalty: 1470.538452
	Iteration 0F: 2 clusters Score -767442.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -761280.750000 Penalty: 2941.076904
	Iteration 0F: 3 clusters Score -761280.8 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -763321.875000 Penalty: 2941.076904
	Iteration 1F: 3 clusters Score -763321.9 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -763774.812500 Penalty: 2941.076904
	Iteration 2F: 3 clusters Score -763774.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -764295.500000 Penalty: 2941.076904
	Iteration 3F: 3 clusters Score -764295.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -764900.312500 Penalty: 2941.076904
	Iteration 4F: 3 clusters Score -764900.3 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -765504.250000 Penalty: 2941.076904
	Iteration 5F: 3 clusters Score -765504.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -766038.125000 Penalty: 2941.076904
	Iteration 6F: 3 clusters Score -766038.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -766458.187500 Penalty: 2941.076904
	Iteration 7F: 3 clusters Score -766458.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -766723.500000 Penalty: 2941.076904
	Iteration 8Q: 3 clusters Score -766723.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -766925.750000 Penalty: 2941.076904
	Iteration 9Q: 3 clusters Score -766925.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -767114.750000 Penalty: 2941.076904
	Iteration 10Q: 3 clusters Score -767114.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -767249.125000 Penalty: 2941.076904
	Iteration 11Q: 3 clusters Score -767249.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -767326.250000 Penalty: 2941.076904
	Iteration 12Q: 3 clusters Score -767326.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -767368.250000 Penalty: 2941.076904
	Iteration 13Q: 3 clusters Score -767368.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -767388.625000 Penalty: 2941.076904
	Iteration 14Q: 3 clusters Score -767388.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -767399.937500 Penalty: 2941.076904
	Iteration 15Q: 3 clusters Score -767399.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -767406.437500 Penalty: 2941.076904
	Iteration 16Q: 3 clusters Score -767406.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -767413.000000 Penalty: 2941.076904
	Iteration 17Q: 3 clusters Score -767413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -767415.812500 Penalty: 2941.076904
	Iteration 18Q: 3 clusters Score -767415.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -767417.625000 Penalty: 2941.076904
	Iteration 19Q: 3 clusters Score -767417.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -767422.250000 Penalty: 2941.076904
	Iteration 20F: 3 clusters Score -767422.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -767423.812500 Penalty: 2941.076904
	Iteration 21Q: 3 clusters Score -767423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -767426.750000 Penalty: 2941.076904
	Iteration 22Q: 3 clusters Score -767426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -767425.562500 Penalty: 2941.076904
	Iteration 23Q: 3 clusters Score -767425.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -767425.562500 Penalty: 2941.076904
	Iteration 24F: 3 clusters Score -767425.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Entering Unmasked Estep 
Score: -542484.750000 Penalty: 1416.570190
	Iteration 0F: 2 clusters Score -542484.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -537761.000000 Penalty: 2833.140381
	Iteration 0F: 3 clusters Score -537761 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -539197.250000 Penalty: 2833.140381
	Iteration 1F: 3 clusters Score -539197.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -539528.687500 Penalty: 2833.140381
	Iteration 2F: 3 clusters Score -539528.7 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -539918.562500 Penalty: 2833.140381
	Iteration 3F: 3 clusters Score -539918.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -540396.375000 Penalty: 2833.140381
	Iteration 4F: 3 clusters Score -540396.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -540858.562500 Penalty: 2833.140381
	Iteration 5F: 3 clusters Score -540858.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -541279.875000 Penalty: 2833.140381
	Iteration 6F: 3 clusters Score -541279.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -541673.000000 Penalty: 2833.140381
	Iteration 7F: 3 clusters Score -541673 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -541872.687500 Penalty: 2833.140381
	Iteration 8Q: 3 clusters Score -541872.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -542006.625000 Penalty: 2833.140381
	Iteration 9Q: 3 clusters Score -542006.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -542080.125000 Penalty: 2833.140381
	Iteration 10Q: 3 clusters Score -542080.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -542130.187500 Penalty: 2833.140381
	Iteration 11Q: 3 clusters Score -542130.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -542182.375000 Penalty: 2833.140381
	Iteration 12Q: 3 clusters Score -542182.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -542224.000000 Penalty: 2833.140381
	Iteration 13Q: 3 clusters Score -542224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -542239.625000 Penalty: 2833.140381
	Iteration 14Q: 3 clusters Score -542239.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -542255.250000 Penalty: 2833.140381
	Iteration 15Q: 3 clusters Score -542255.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -542264.750000 Penalty: 2833.140381
	Iteration 16Q: 3 clusters Score -542264.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -542272.062500 Penalty: 2833.140381
	Iteration 17Q: 3 clusters Score -542272.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -542274.812500 Penalty: 2833.140381
	Iteration 18Q: 3 clusters Score -542274.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -542277.875000 Penalty: 2833.140381
	Iteration 19Q: 3 clusters Score -542277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -542279.437500 Penalty: 2833.140381
	Iteration 20F: 3 clusters Score -542279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -542278.937500 Penalty: 2833.140381
	Iteration 21Q: 3 clusters Score -542278.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -542278.937500 Penalty: 2833.140381
	Iteration 22F: 3 clusters Score -542278.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Entering Unmasked Estep 
Score: -469287.718750 Penalty: 1398.880493
	Iteration 0F: 2 clusters Score -469287.7 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 2742 members 
Entering Unmasked Estep 
Score: -465070.062500 Penalty: 2797.760986
	Iteration 0F: 3 clusters Score -465070.1 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -466396.093750 Penalty: 2797.760986
	Iteration 1F: 3 clusters Score -466396.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -466721.375000 Penalty: 2797.760986
	Iteration 2F: 3 clusters Score -466721.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -467001.687500 Penalty: 2797.760986
	Iteration 3F: 3 clusters Score -467001.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -467299.093750 Penalty: 2797.760986
	Iteration 4F: 3 clusters Score -467299.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -467604.718750 Penalty: 2797.760986
	Iteration 5F: 3 clusters Score -467604.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -467862.218750 Penalty: 2797.760986
	Iteration 6F: 3 clusters Score -467862.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -468047.406250 Penalty: 2797.760986
	Iteration 7Q: 3 clusters Score -468047.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -468166.718750 Penalty: 2797.760986
	Iteration 8Q: 3 clusters Score -468166.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -468238.593750 Penalty: 2797.760986
	Iteration 9Q: 3 clusters Score -468238.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -468281.593750 Penalty: 2797.760986
	Iteration 10Q: 3 clusters Score -468281.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -468307.906250 Penalty: 2797.760986
	Iteration 11Q: 3 clusters Score -468307.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -468326.500000 Penalty: 2797.760986
	Iteration 12Q: 3 clusters Score -468326.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -468340.656250 Penalty: 2797.760986
	Iteration 13Q: 3 clusters Score -468340.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -468349.343750 Penalty: 2797.760986
	Iteration 14Q: 3 clusters Score -468349.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -468357.718750 Penalty: 2797.760986
	Iteration 15Q: 3 clusters Score -468357.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -468364.968750 Penalty: 2797.760986
	Iteration 16Q: 3 clusters Score -468365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -468375.156250 Penalty: 2797.760986
	Iteration 17Q: 3 clusters Score -468375.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -468380.968750 Penalty: 2797.760986
	Iteration 18Q: 3 clusters Score -468381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -468385.718750 Penalty: 2797.760986
	Iteration 19Q: 3 clusters Score -468385.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -468388.750000 Penalty: 2797.760986
	Iteration 20F: 3 clusters Score -468388.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -468391.718750 Penalty: 2797.760986
	Iteration 21Q: 3 clusters Score -468391.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -468395.656250 Penalty: 2797.760986
	Iteration 22Q: 3 clusters Score -468395.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -468396.531250 Penalty: 2797.760986
	Iteration 23Q: 3 clusters Score -468396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -468397.031250 Penalty: 2797.760986
	Iteration 24Q: 3 clusters Score -468397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -468399.875000 Penalty: 2797.760986
	Iteration 25Q: 3 clusters Score -468399.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -468402.406250 Penalty: 2797.760986
	Iteration 26Q: 3 clusters Score -468402.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -468405.875000 Penalty: 2797.760986
	Iteration 27Q: 3 clusters Score -468405.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -468408.812500 Penalty: 2797.760986
	Iteration 28Q: 3 clusters Score -468408.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -468414.218750 Penalty: 2797.760986
	Iteration 29Q: 3 clusters Score -468414.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -468419.000000 Penalty: 2797.760986
	Iteration 30Q: 3 clusters Score -468419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -468422.750000 Penalty: 2797.760986
	Iteration 31Q: 3 clusters Score -468422.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -468426.875000 Penalty: 2797.760986
	Iteration 32Q: 3 clusters Score -468426.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -468432.687500 Penalty: 2797.760986
	Iteration 33Q: 3 clusters Score -468432.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -468436.531250 Penalty: 2797.760986
	Iteration 34Q: 3 clusters Score -468436.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -468441.750000 Penalty: 2797.760986
	Iteration 35Q: 3 clusters Score -468441.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -468447.031250 Penalty: 2797.760986
	Iteration 36Q: 3 clusters Score -468447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -468452.031250 Penalty: 2797.760986
	Iteration 37Q: 3 clusters Score -468452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -468459.375000 Penalty: 2797.760986
	Iteration 38Q: 3 clusters Score -468459.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -468465.625000 Penalty: 2797.760986
	Iteration 39Q: 3 clusters Score -468465.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -468470.312500 Penalty: 2797.760986
	Iteration 40F: 3 clusters Score -468470.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -468474.468750 Penalty: 2797.760986
	Iteration 41Q: 3 clusters Score -468474.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -468477.562500 Penalty: 2797.760986
	Iteration 42Q: 3 clusters Score -468477.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -468479.218750 Penalty: 2797.760986
	Iteration 43Q: 3 clusters Score -468479.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -468480.156250 Penalty: 2797.760986
	Iteration 44Q: 3 clusters Score -468480.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -468482.968750 Penalty: 2797.760986
	Iteration 45Q: 3 clusters Score -468483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -468486.000000 Penalty: 2797.760986
	Iteration 46Q: 3 clusters Score -468486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -468490.156250 Penalty: 2797.760986
	Iteration 47Q: 3 clusters Score -468490.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -468490.625000 Penalty: 2797.760986
	Iteration 48Q: 3 clusters Score -468490.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -468491.625000 Penalty: 2797.760986
	Iteration 49Q: 3 clusters Score -468491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -468492.593750 Penalty: 2797.760986
	Iteration 50Q: 3 clusters Score -468492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -468492.156250 Penalty: 2797.760986
	Iteration 51Q: 3 clusters Score -468492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -468493.750000 Penalty: 2797.760986
	Iteration 52Q: 3 clusters Score -468493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -468495.281250 Penalty: 2797.760986
	Iteration 53Q: 3 clusters Score -468495.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -468496.906250 Penalty: 2797.760986
	Iteration 54Q: 3 clusters Score -468496.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -468499.812500 Penalty: 2797.760986
	Iteration 55Q: 3 clusters Score -468499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -468499.906250 Penalty: 2797.760986
	Iteration 56Q: 3 clusters Score -468499.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -468501.750000 Penalty: 2797.760986
	Iteration 57Q: 3 clusters Score -468501.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -468503.750000 Penalty: 2797.760986
	Iteration 58Q: 3 clusters Score -468503.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -468504.656250 Penalty: 2797.760986
	Iteration 59Q: 3 clusters Score -468504.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -468505.875000 Penalty: 2797.760986
	Iteration 60F: 3 clusters Score -468505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -468505.531250 Penalty: 2797.760986
	Iteration 61Q: 3 clusters Score -468505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -468508.250000 Penalty: 2797.760986
	Iteration 62Q: 3 clusters Score -468508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -468508.312500 Penalty: 2797.760986
	Iteration 63Q: 3 clusters Score -468508.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -468508.875000 Penalty: 2797.760986
	Iteration 64Q: 3 clusters Score -468508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -468509.093750 Penalty: 2797.760986
	Iteration 65Q: 3 clusters Score -468509.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -468509.156250 Penalty: 2797.760986
	Iteration 66Q: 3 clusters Score -468509.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -468509.156250 Penalty: 2797.760986
	Iteration 67F: 3 clusters Score -468509.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -269847.843750 Penalty: 1291.612549
	Iteration 0F: 2 clusters Score -269847.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -267205.750000 Penalty: 2583.225098
	Iteration 0F: 3 clusters Score -267205.8 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -267801.687500 Penalty: 2583.225098
	Iteration 1F: 3 clusters Score -267801.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -267955.125000 Penalty: 2583.225098
	Iteration 2F: 3 clusters Score -267955.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -268062.062500 Penalty: 2583.225098
	Iteration 3F: 3 clusters Score -268062.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -268131.937500 Penalty: 2583.225098
	Iteration 4Q: 3 clusters Score -268131.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -268188.375000 Penalty: 2583.225098
	Iteration 5Q: 3 clusters Score -268188.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -268237.625000 Penalty: 2583.225098
	Iteration 6Q: 3 clusters Score -268237.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -268277.687500 Penalty: 2583.225098
	Iteration 7Q: 3 clusters Score -268277.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -268306.906250 Penalty: 2583.225098
	Iteration 8Q: 3 clusters Score -268306.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -268332.218750 Penalty: 2583.225098
	Iteration 9Q: 3 clusters Score -268332.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -268350.187500 Penalty: 2583.225098
	Iteration 10Q: 3 clusters Score -268350.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -268362.968750 Penalty: 2583.225098
	Iteration 11Q: 3 clusters Score -268363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -268373.031250 Penalty: 2583.225098
	Iteration 12Q: 3 clusters Score -268373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -268382.750000 Penalty: 2583.225098
	Iteration 13Q: 3 clusters Score -268382.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -268399.187500 Penalty: 2583.225098
	Iteration 14Q: 3 clusters Score -268399.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -268422.343750 Penalty: 2583.225098
	Iteration 15Q: 3 clusters Score -268422.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -268442.750000 Penalty: 2583.225098
	Iteration 16Q: 3 clusters Score -268442.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -268464.312500 Penalty: 2583.225098
	Iteration 17Q: 3 clusters Score -268464.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -268488.875000 Penalty: 2583.225098
	Iteration 18Q: 3 clusters Score -268488.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -268520.656250 Penalty: 2583.225098
	Iteration 19Q: 3 clusters Score -268520.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -268546.968750 Penalty: 2583.225098
	Iteration 20F: 3 clusters Score -268547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -268570.937500 Penalty: 2583.225098
	Iteration 21Q: 3 clusters Score -268570.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -268597.156250 Penalty: 2583.225098
	Iteration 22Q: 3 clusters Score -268597.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -268618.843750 Penalty: 2583.225098
	Iteration 23Q: 3 clusters Score -268618.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -268637.468750 Penalty: 2583.225098
	Iteration 24Q: 3 clusters Score -268637.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -268658.125000 Penalty: 2583.225098
	Iteration 25Q: 3 clusters Score -268658.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -268682.750000 Penalty: 2583.225098
	Iteration 26Q: 3 clusters Score -268682.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -268703.562500 Penalty: 2583.225098
	Iteration 27Q: 3 clusters Score -268703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -268712.750000 Penalty: 2583.225098
	Iteration 28Q: 3 clusters Score -268712.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -268719.593750 Penalty: 2583.225098
	Iteration 29Q: 3 clusters Score -268719.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -268722.781250 Penalty: 2583.225098
	Iteration 30Q: 3 clusters Score -268722.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -268726.937500 Penalty: 2583.225098
	Iteration 31Q: 3 clusters Score -268726.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -268730.000000 Penalty: 2583.225098
	Iteration 32Q: 3 clusters Score -268730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -268740.500000 Penalty: 2583.225098
	Iteration 33Q: 3 clusters Score -268740.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -268748.062500 Penalty: 2583.225098
	Iteration 34Q: 3 clusters Score -268748.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -268757.250000 Penalty: 2583.225098
	Iteration 35Q: 3 clusters Score -268757.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -268762.812500 Penalty: 2583.225098
	Iteration 36Q: 3 clusters Score -268762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -268769.125000 Penalty: 2583.225098
	Iteration 37Q: 3 clusters Score -268769.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -268772.156250 Penalty: 2583.225098
	Iteration 38Q: 3 clusters Score -268772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -268773.062500 Penalty: 2583.225098
	Iteration 39Q: 3 clusters Score -268773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -268773.593750 Penalty: 2583.225098
	Iteration 40F: 3 clusters Score -268773.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -61602.882812 Penalty: 1063.619263
	Iteration 0F: 2 clusters Score -61602.88 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 347 members 
Entering Unmasked Estep 
Score: -60396.207031 Penalty: 2127.238525
	Iteration 0F: 3 clusters Score -60396.21 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60612.875000 Penalty: 2127.238525
	Iteration 1F: 3 clusters Score -60612.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -60676.992188 Penalty: 2127.238525
	Iteration 2F: 3 clusters Score -60676.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -60722.285156 Penalty: 2127.238525
	Iteration 3Q: 3 clusters Score -60722.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -60760.300781 Penalty: 2127.238525
	Iteration 4Q: 3 clusters Score -60760.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -60786.117188 Penalty: 2127.238525
	Iteration 5Q: 3 clusters Score -60786.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60807.585938 Penalty: 2127.238525
	Iteration 6Q: 3 clusters Score -60807.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -60824.941406 Penalty: 2127.238525
	Iteration 7Q: 3 clusters Score -60824.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -60852.468750 Penalty: 2127.238525
	Iteration 8Q: 3 clusters Score -60852.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60875.535156 Penalty: 2127.238525
	Iteration 9Q: 3 clusters Score -60875.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60890.160156 Penalty: 2127.238525
	Iteration 10Q: 3 clusters Score -60890.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60906.660156 Penalty: 2127.238525
	Iteration 11Q: 3 clusters Score -60906.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -60925.468750 Penalty: 2127.238525
	Iteration 12Q: 3 clusters Score -60925.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60958.593750 Penalty: 2127.238525
	Iteration 13Q: 3 clusters Score -60958.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -60988.535156 Penalty: 2127.238525
	Iteration 14Q: 3 clusters Score -60988.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61012.324219 Penalty: 2127.238525
	Iteration 15Q: 3 clusters Score -61012.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61027.871094 Penalty: 2127.238525
	Iteration 16Q: 3 clusters Score -61027.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61038.609375 Penalty: 2127.238525
	Iteration 17Q: 3 clusters Score -61038.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61043.613281 Penalty: 2127.238525
	Iteration 18Q: 3 clusters Score -61043.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61046.234375 Penalty: 2127.238525
	Iteration 19Q: 3 clusters Score -61046.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61049.519531 Penalty: 2127.238525
	Iteration 20F: 3 clusters Score -61049.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61055.011719 Penalty: 2127.238525
	Iteration 21Q: 3 clusters Score -61055.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61055.941406 Penalty: 2127.238525
	Iteration 22Q: 3 clusters Score -61055.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61055.941406 Penalty: 2127.238525
	Iteration 23F: 3 clusters Score -61055.94 nChanged 0
--- Evaluating fit on full set of 1702945 points ---
Entering Unmasked Estep 
Score: -157521216.000000 Penalty: 48962.105469
23->22 Clusters: Score -157521216.000000, best is -157551952.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 567648 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 24656 members 
Mstep: Class 3 contains 24438 members 
Mstep: Class 4 contains 25021 members 
Mstep: Class 5 contains 24776 members 
Mstep: Class 6 contains 24569 members 
Mstep: Class 7 contains 24625 members 
Mstep: Class 8 contains 24466 members 
Mstep: Class 9 contains 24595 members 
Mstep: Class 10 contains 24540 members 
Mstep: Class 11 contains 24760 members 
Mstep: Class 12 contains 24694 members 
Mstep: Class 13 contains 24930 members 
Mstep: Class 14 contains 24761 members 
Mstep: Class 15 contains 24610 members 
Mstep: Class 16 contains 24724 members 
Mstep: Class 17 contains 24469 members 
Mstep: Class 18 contains 24456 members 
Mstep: Class 19 contains 24598 members 
Mstep: Class 20 contains 24875 members 
Mstep: Class 21 contains 24912 members 
Mstep: Class 22 contains 24621 members 
Mstep: Class 23 contains 24703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 440.446045 but Gain 2153.003906
Score: -49649880.000000 Penalty: 47366.093750
Iteration 0F: 23 clusters Score -4.964988e+07 nChanged 539551
Entering Unmasked Mstep 
Mstep: Class 0 contains 250 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 30223 members 
Mstep: Class 3 contains 15140 members 
Mstep: Class 4 contains 16628 members 
Mstep: Class 5 contains 16377 members 
Mstep: Class 6 contains 15800 members 
Mstep: Class 7 contains 27318 members 
Mstep: Class 9 contains 17243 members 
Mstep: Class 10 contains 19427 members 
Mstep: Class 11 contains 38179 members 
Mstep: Class 12 contains 18273 members 
Mstep: Class 13 contains 20396 members 
Mstep: Class 14 contains 59106 members 
Mstep: Class 15 contains 20756 members 
Mstep: Class 16 contains 18139 members 
Mstep: Class 17 contains 11601 members 
Mstep: Class 18 contains 19352 members 
Mstep: Class 19 contains 69243 members 
Mstep: Class 20 contains 25953 members 
Mstep: Class 21 contains 34309 members 
Mstep: Class 22 contains 25446 members 
Mstep: Class 23 contains 19668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51057932.000000 Penalty: 47366.093750
Iteration 1F: 23 clusters Score -5.105793e+07 nChanged 203062
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 29727 members 
Mstep: Class 3 contains 12226 members 
Mstep: Class 4 contains 9746 members 
Mstep: Class 5 contains 15927 members 
Mstep: Class 6 contains 12605 members 
Mstep: Class 7 contains 36985 members 
Mstep: Class 9 contains 17814 members 
Mstep: Class 10 contains 16720 members 
Mstep: Class 11 contains 50126 members 
Mstep: Class 12 contains 18617 members 
Mstep: Class 13 contains 18790 members 
Mstep: Class 14 contains 65812 members 
Mstep: Class 15 contains 22157 members 
Mstep: Class 16 contains 15997 members 
Mstep: Class 17 contains 9676 members 
Mstep: Class 18 contains 20418 members 
Mstep: Class 19 contains 74734 members 
Mstep: Class 20 contains 16233 members 
Mstep: Class 21 contains 42257 members 
Mstep: Class 22 contains 16375 members 
Mstep: Class 23 contains 15980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51449552.000000 Penalty: 47366.093750
Iteration 2F: 23 clusters Score -5.144955e+07 nChanged 160406
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 22416 members 
Mstep: Class 3 contains 9592 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 17006 members 
Mstep: Class 6 contains 9931 members 
Mstep: Class 7 contains 44532 members 
Mstep: Class 9 contains 23393 members 
Mstep: Class 10 contains 14805 members 
Mstep: Class 11 contains 60156 members 
Mstep: Class 12 contains 19732 members 
Mstep: Class 13 contains 16407 members 
Mstep: Class 14 contains 76438 members 
Mstep: Class 15 contains 23199 members 
Mstep: Class 16 contains 12727 members 
Mstep: Class 17 contains 8343 members 
Mstep: Class 18 contains 20913 members 
Mstep: Class 19 contains 73891 members 
Mstep: Class 20 contains 8224 members 
Mstep: Class 21 contains 59326 members 
Mstep: Class 22 contains 8851 members 
Mstep: Class 23 contains 13829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51736556.000000 Penalty: 47366.093750
Iteration 3F: 23 clusters Score -5.173656e+07 nChanged 132188
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 13766 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 2396 members 
Mstep: Class 5 contains 15738 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 52018 members 
Mstep: Class 9 contains 28644 members 
Mstep: Class 10 contains 10574 members 
Mstep: Class 11 contains 67628 members 
Mstep: Class 12 contains 21831 members 
Mstep: Class 13 contains 13945 members 
Mstep: Class 14 contains 86577 members 
Mstep: Class 15 contains 27329 members 
Mstep: Class 16 contains 9023 members 
Mstep: Class 17 contains 5931 members 
Mstep: Class 18 contains 19898 members 
Mstep: Class 19 contains 70320 members 
Mstep: Class 20 contains 3752 members 
Mstep: Class 21 contains 80214 members 
Mstep: Class 22 contains 4455 members 
Mstep: Class 23 contains 10866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2028.244629 but Gain 2153.003906
Score: -51928792.000000 Penalty: 45213.089844
Iteration 4F: 22 clusters Score -5.192879e+07 nChanged 97258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 4352 members 
Mstep: Class 5 contains 13859 members 
Mstep: Class 6 contains 4268 members 
Mstep: Class 7 contains 57770 members 
Mstep: Class 9 contains 31935 members 
Mstep: Class 10 contains 6397 members 
Mstep: Class 11 contains 72014 members 
Mstep: Class 12 contains 19907 members 
Mstep: Class 13 contains 13127 members 
Mstep: Class 14 contains 94952 members 
Mstep: Class 15 contains 34085 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 3340 members 
Mstep: Class 18 contains 18891 members 
Mstep: Class 19 contains 68581 members 
Mstep: Class 20 contains 2027 members 
Mstep: Class 21 contains 94505 members 
Mstep: Class 22 contains 2647 members 
Mstep: Class 23 contains 8066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1452.179077 but Gain 2153.003906
Score: -52051580.000000 Penalty: 43060.085938
Iteration 5F: 21 clusters Score -5.205158e+07 nChanged 72192
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 2696 members 
Mstep: Class 5 contains 11926 members 
Mstep: Class 6 contains 2963 members 
Mstep: Class 7 contains 63163 members 
Mstep: Class 9 contains 33964 members 
Mstep: Class 10 contains 3638 members 
Mstep: Class 11 contains 72069 members 
Mstep: Class 12 contains 14566 members 
Mstep: Class 13 contains 13954 members 
Mstep: Class 14 contains 104092 members 
Mstep: Class 15 contains 40993 members 
Mstep: Class 16 contains 3454 members 
Mstep: Class 17 contains 1725 members 
Mstep: Class 18 contains 17457 members 
Mstep: Class 19 contains 67170 members 
Mstep: Class 20 contains 1323 members 
Mstep: Class 21 contains 101109 members 
Mstep: Class 22 contains 2344 members 
Mstep: Class 23 contains 5232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1736.161011 but Gain 2153.003906
Score: -52142640.000000 Penalty: 40907.082031
Iteration 6F: 20 clusters Score -5.214264e+07 nChanged 57519
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 2072 members 
Mstep: Class 5 contains 10649 members 
Mstep: Class 6 contains 2542 members 
Mstep: Class 7 contains 71098 members 
Mstep: Class 9 contains 35129 members 
Mstep: Class 10 contains 2063 members 
Mstep: Class 11 contains 67135 members 
Mstep: Class 12 contains 9547 members 
Mstep: Class 13 contains 14597 members 
Mstep: Class 14 contains 111080 members 
Mstep: Class 15 contains 47189 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 15709 members 
Mstep: Class 19 contains 64495 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 104093 members 
Mstep: Class 22 contains 2380 members 
Mstep: Class 23 contains 3388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1305.748535 but Gain 2153.003906
Score: -52205804.000000 Penalty: 38754.078125
Iteration 7F: 19 clusters Score -5.22058e+07 nChanged 42282
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 5 contains 9798 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 80453 members 
Mstep: Class 9 contains 35231 members 
Mstep: Class 11 contains 59725 members 
Mstep: Class 12 contains 8038 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 114420 members 
Mstep: Class 15 contains 51516 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 924 members 
Mstep: Class 18 contains 14684 members 
Mstep: Class 19 contains 60925 members 
Mstep: Class 20 contains 1048 members 
Mstep: Class 21 contains 105476 members 
Mstep: Class 22 contains 2313 members 
Mstep: Class 23 contains 2356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1854.627930 but Gain 2153.003906
Score: -52240316.000000 Penalty: 36601.074219
Iteration 8F: 18 clusters Score -5.224032e+07 nChanged 30914
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 5 contains 9279 members 
Mstep: Class 6 contains 2478 members 
Mstep: Class 7 contains 89374 members 
Mstep: Class 9 contains 34661 members 
Mstep: Class 11 contains 52270 members 
Mstep: Class 12 contains 8427 members 
Mstep: Class 13 contains 14222 members 
Mstep: Class 14 contains 116063 members 
Mstep: Class 15 contains 54560 members 
Mstep: Class 17 contains 1015 members 
Mstep: Class 18 contains 14741 members 
Mstep: Class 19 contains 57410 members 
Mstep: Class 20 contains 1011 members 
Mstep: Class 21 contains 106155 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 1687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1980.096436 but Gain 2153.003906
Score: -52262680.000000 Penalty: 34448.070312
Iteration 9F: 17 clusters Score -5.226268e+07 nChanged 24333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 2318 members 
Mstep: Class 5 contains 8898 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 97715 members 
Mstep: Class 9 contains 33974 members 
Mstep: Class 11 contains 45613 members 
Mstep: Class 12 contains 9412 members 
Mstep: Class 13 contains 13664 members 
Mstep: Class 14 contains 117285 members 
Mstep: Class 15 contains 56575 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 18 contains 15708 members 
Mstep: Class 19 contains 53124 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 106353 members 
Mstep: Class 22 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52281388.000000 Penalty: 34448.070312
Iteration 10Q: 17 clusters Score -5.228139e+07 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 5 contains 8643 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 105769 members 
Mstep: Class 9 contains 33113 members 
Mstep: Class 11 contains 40039 members 
Mstep: Class 12 contains 9906 members 
Mstep: Class 13 contains 12898 members 
Mstep: Class 14 contains 117713 members 
Mstep: Class 15 contains 57604 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 16680 members 
Mstep: Class 19 contains 48914 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 106362 members 
Mstep: Class 22 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52295732.000000 Penalty: 34448.070312
Iteration 11Q: 17 clusters Score -5.229573e+07 nChanged 16288
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 5 contains 8454 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 113197 members 
Mstep: Class 9 contains 32304 members 
Mstep: Class 11 contains 36076 members 
Mstep: Class 12 contains 10299 members 
Mstep: Class 13 contains 11936 members 
Mstep: Class 14 contains 117957 members 
Mstep: Class 15 contains 57768 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 17703 members 
Mstep: Class 19 contains 44988 members 
Mstep: Class 20 contains 1280 members 
Mstep: Class 21 contains 106272 members 
Mstep: Class 22 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52308164.000000 Penalty: 34448.070312
Iteration 12Q: 17 clusters Score -5.230816e+07 nChanged 14071
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 2688 members 
Mstep: Class 5 contains 8283 members 
Mstep: Class 6 contains 2619 members 
Mstep: Class 7 contains 119649 members 
Mstep: Class 9 contains 31598 members 
Mstep: Class 11 contains 34243 members 
Mstep: Class 12 contains 10587 members 
Mstep: Class 13 contains 10756 members 
Mstep: Class 14 contains 118070 members 
Mstep: Class 15 contains 57208 members 
Mstep: Class 17 contains 2549 members 
Mstep: Class 18 contains 18751 members 
Mstep: Class 19 contains 41110 members 
Mstep: Class 20 contains 1361 members 
Mstep: Class 21 contains 106063 members 
Mstep: Class 22 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52319752.000000 Penalty: 34448.070312
Iteration 13Q: 17 clusters Score -5.231975e+07 nChanged 12297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 5 contains 8123 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 124708 members 
Mstep: Class 9 contains 31014 members 
Mstep: Class 11 contains 34323 members 
Mstep: Class 12 contains 10797 members 
Mstep: Class 13 contains 9369 members 
Mstep: Class 14 contains 118158 members 
Mstep: Class 15 contains 56177 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 19848 members 
Mstep: Class 19 contains 37491 members 
Mstep: Class 20 contains 1419 members 
Mstep: Class 21 contains 105780 members 
Mstep: Class 22 contains 2117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52327796.000000 Penalty: 34448.070312
Iteration 14Q: 17 clusters Score -5.23278e+07 nChanged 10939
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 2873 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 2734 members 
Mstep: Class 7 contains 128728 members 
Mstep: Class 9 contains 30526 members 
Mstep: Class 11 contains 35169 members 
Mstep: Class 12 contains 10976 members 
Mstep: Class 13 contains 7962 members 
Mstep: Class 14 contains 118195 members 
Mstep: Class 15 contains 55063 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 21041 members 
Mstep: Class 19 contains 34108 members 
Mstep: Class 20 contains 1455 members 
Mstep: Class 21 contains 105606 members 
Mstep: Class 22 contains 2124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52333392.000000 Penalty: 34448.070312
Iteration 15Q: 17 clusters Score -5.233339e+07 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 2966 members 
Mstep: Class 5 contains 7862 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 132051 members 
Mstep: Class 9 contains 30101 members 
Mstep: Class 11 contains 36188 members 
Mstep: Class 12 contains 11092 members 
Mstep: Class 13 contains 6664 members 
Mstep: Class 14 contains 118269 members 
Mstep: Class 15 contains 53977 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 18 contains 22294 members 
Mstep: Class 19 contains 30983 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 105439 members 
Mstep: Class 22 contains 2132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52338212.000000 Penalty: 34448.070312
Iteration 16Q: 17 clusters Score -5.233821e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 5 contains 7752 members 
Mstep: Class 6 contains 2864 members 
Mstep: Class 7 contains 134861 members 
Mstep: Class 9 contains 29693 members 
Mstep: Class 11 contains 37122 members 
Mstep: Class 12 contains 11171 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 118403 members 
Mstep: Class 15 contains 52985 members 
Mstep: Class 17 contains 3483 members 
Mstep: Class 18 contains 23442 members 
Mstep: Class 19 contains 28223 members 
Mstep: Class 20 contains 1544 members 
Mstep: Class 21 contains 105295 members 
Mstep: Class 22 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52342304.000000 Penalty: 34448.070312
Iteration 17Q: 17 clusters Score -5.23423e+07 nChanged 6912
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 3098 members 
Mstep: Class 5 contains 7652 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 137149 members 
Mstep: Class 9 contains 29312 members 
Mstep: Class 11 contains 37775 members 
Mstep: Class 12 contains 11216 members 
Mstep: Class 13 contains 4970 members 
Mstep: Class 14 contains 118524 members 
Mstep: Class 15 contains 52265 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 24379 members 
Mstep: Class 19 contains 25901 members 
Mstep: Class 20 contains 1568 members 
Mstep: Class 21 contains 105134 members 
Mstep: Class 22 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52344980.000000 Penalty: 34448.070312
Iteration 18Q: 17 clusters Score -5.234498e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 3142 members 
Mstep: Class 5 contains 7566 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 139143 members 
Mstep: Class 9 contains 28899 members 
Mstep: Class 11 contains 38191 members 
Mstep: Class 12 contains 11266 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 118569 members 
Mstep: Class 15 contains 51817 members 
Mstep: Class 17 contains 3732 members 
Mstep: Class 18 contains 25030 members 
Mstep: Class 19 contains 23877 members 
Mstep: Class 20 contains 1577 members 
Mstep: Class 21 contains 104971 members 
Mstep: Class 22 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52347296.000000 Penalty: 34448.070312
Iteration 19Q: 17 clusters Score -5.23473e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 3 contains 3171 members 
Mstep: Class 5 contains 7492 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 140810 members 
Mstep: Class 9 contains 28435 members 
Mstep: Class 11 contains 38484 members 
Mstep: Class 12 contains 11303 members 
Mstep: Class 13 contains 4736 members 
Mstep: Class 14 contains 118515 members 
Mstep: Class 15 contains 51611 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 25427 members 
Mstep: Class 19 contains 22179 members 
Mstep: Class 20 contains 1590 members 
Mstep: Class 21 contains 104839 members 
Mstep: Class 22 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52349840.000000 Penalty: 34448.070312
Iteration 20F: 17 clusters Score -5.234984e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3202 members 
Mstep: Class 5 contains 7410 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 142214 members 
Mstep: Class 9 contains 27701 members 
Mstep: Class 11 contains 38657 members 
Mstep: Class 12 contains 11319 members 
Mstep: Class 13 contains 5013 members 
Mstep: Class 14 contains 118390 members 
Mstep: Class 15 contains 51390 members 
Mstep: Class 17 contains 4174 members 
Mstep: Class 18 contains 25699 members 
Mstep: Class 19 contains 20754 members 
Mstep: Class 20 contains 1697 members 
Mstep: Class 21 contains 104709 members 
Mstep: Class 22 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52352544.000000 Penalty: 34448.070312
Iteration 21Q: 17 clusters Score -5.235254e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3243 members 
Mstep: Class 5 contains 7349 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 143357 members 
Mstep: Class 9 contains 27051 members 
Mstep: Class 11 contains 38679 members 
Mstep: Class 12 contains 11346 members 
Mstep: Class 13 contains 5340 members 
Mstep: Class 14 contains 118248 members 
Mstep: Class 15 contains 51288 members 
Mstep: Class 17 contains 4529 members 
Mstep: Class 18 contains 25863 members 
Mstep: Class 19 contains 19592 members 
Mstep: Class 20 contains 1722 members 
Mstep: Class 21 contains 104633 members 
Mstep: Class 22 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52354308.000000 Penalty: 34448.070312
Iteration 22Q: 17 clusters Score -5.235431e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3292 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 144335 members 
Mstep: Class 9 contains 26559 members 
Mstep: Class 11 contains 38672 members 
Mstep: Class 12 contains 11365 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 118105 members 
Mstep: Class 15 contains 51215 members 
Mstep: Class 17 contains 4836 members 
Mstep: Class 18 contains 25967 members 
Mstep: Class 19 contains 18580 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 104575 members 
Mstep: Class 22 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52355644.000000 Penalty: 34448.070312
Iteration 23Q: 17 clusters Score -5.235564e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3331 members 
Mstep: Class 5 contains 7216 members 
Mstep: Class 6 contains 3352 members 
Mstep: Class 7 contains 145113 members 
Mstep: Class 9 contains 26177 members 
Mstep: Class 11 contains 38634 members 
Mstep: Class 12 contains 11383 members 
Mstep: Class 13 contains 5973 members 
Mstep: Class 14 contains 117937 members 
Mstep: Class 15 contains 51185 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 25996 members 
Mstep: Class 19 contains 17804 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 104538 members 
Mstep: Class 22 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52356624.000000 Penalty: 34448.070312
Iteration 24Q: 17 clusters Score -5.235662e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 5 contains 7144 members 
Mstep: Class 6 contains 3422 members 
Mstep: Class 7 contains 145784 members 
Mstep: Class 9 contains 25893 members 
Mstep: Class 11 contains 38585 members 
Mstep: Class 12 contains 11389 members 
Mstep: Class 13 contains 6258 members 
Mstep: Class 14 contains 117769 members 
Mstep: Class 15 contains 51163 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 18 contains 25977 members 
Mstep: Class 19 contains 17139 members 
Mstep: Class 20 contains 1587 members 
Mstep: Class 21 contains 104541 members 
Mstep: Class 22 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52357784.000000 Penalty: 34448.070312
Iteration 25Q: 17 clusters Score -5.235778e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 5 contains 7076 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 146322 members 
Mstep: Class 9 contains 25654 members 
Mstep: Class 11 contains 38549 members 
Mstep: Class 12 contains 11394 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 117605 members 
Mstep: Class 15 contains 51124 members 
Mstep: Class 17 contains 5526 members 
Mstep: Class 18 contains 25972 members 
Mstep: Class 19 contains 16601 members 
Mstep: Class 20 contains 1575 members 
Mstep: Class 21 contains 104517 members 
Mstep: Class 22 contains 2323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52361356.000000 Penalty: 34448.070312
Iteration 26Q: 17 clusters Score -5.236136e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3431 members 
Mstep: Class 5 contains 7005 members 
Mstep: Class 6 contains 3542 members 
Mstep: Class 7 contains 146797 members 
Mstep: Class 9 contains 25458 members 
Mstep: Class 11 contains 38511 members 
Mstep: Class 12 contains 11396 members 
Mstep: Class 13 contains 6735 members 
Mstep: Class 14 contains 117445 members 
Mstep: Class 15 contains 51079 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 18 contains 25952 members 
Mstep: Class 19 contains 16142 members 
Mstep: Class 20 contains 1610 members 
Mstep: Class 21 contains 104500 members 
Mstep: Class 22 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52367556.000000 Penalty: 34448.070312
Iteration 27Q: 17 clusters Score -5.236756e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 5 contains 6946 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 7 contains 147200 members 
Mstep: Class 9 contains 25313 members 
Mstep: Class 11 contains 38484 members 
Mstep: Class 12 contains 11401 members 
Mstep: Class 13 contains 6900 members 
Mstep: Class 14 contains 117222 members 
Mstep: Class 15 contains 51043 members 
Mstep: Class 17 contains 5825 members 
Mstep: Class 18 contains 25955 members 
Mstep: Class 19 contains 15764 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 104487 members 
Mstep: Class 22 contains 2364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371180.000000 Penalty: 34448.070312
Iteration 28Q: 17 clusters Score -5.237118e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 5 contains 6898 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 147530 members 
Mstep: Class 9 contains 25223 members 
Mstep: Class 11 contains 38454 members 
Mstep: Class 12 contains 11396 members 
Mstep: Class 13 contains 7012 members 
Mstep: Class 14 contains 117066 members 
Mstep: Class 15 contains 51004 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 25964 members 
Mstep: Class 19 contains 15454 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 104491 members 
Mstep: Class 22 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371976.000000 Penalty: 34448.070312
Iteration 29Q: 17 clusters Score -5.237198e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3525 members 
Mstep: Class 5 contains 6840 members 
Mstep: Class 6 contains 3686 members 
Mstep: Class 7 contains 147831 members 
Mstep: Class 9 contains 25194 members 
Mstep: Class 11 contains 38417 members 
Mstep: Class 12 contains 11378 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 116929 members 
Mstep: Class 15 contains 50975 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 25972 members 
Mstep: Class 19 contains 15180 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 104503 members 
Mstep: Class 22 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372460.000000 Penalty: 34448.070312
Iteration 30Q: 17 clusters Score -5.237246e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 5 contains 6793 members 
Mstep: Class 6 contains 3727 members 
Mstep: Class 7 contains 148057 members 
Mstep: Class 9 contains 25203 members 
Mstep: Class 11 contains 38409 members 
Mstep: Class 12 contains 11374 members 
Mstep: Class 13 contains 7190 members 
Mstep: Class 14 contains 116790 members 
Mstep: Class 15 contains 50950 members 
Mstep: Class 17 contains 6044 members 
Mstep: Class 18 contains 25988 members 
Mstep: Class 19 contains 14964 members 
Mstep: Class 20 contains 1711 members 
Mstep: Class 21 contains 104492 members 
Mstep: Class 22 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372712.000000 Penalty: 34448.070312
Iteration 31Q: 17 clusters Score -5.237271e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3581 members 
Mstep: Class 5 contains 6748 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 148254 members 
Mstep: Class 9 contains 25223 members 
Mstep: Class 11 contains 38399 members 
Mstep: Class 12 contains 11353 members 
Mstep: Class 13 contains 7249 members 
Mstep: Class 14 contains 116697 members 
Mstep: Class 15 contains 50926 members 
Mstep: Class 17 contains 6064 members 
Mstep: Class 18 contains 26002 members 
Mstep: Class 19 contains 14770 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 104480 members 
Mstep: Class 22 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372948.000000 Penalty: 34448.070312
Iteration 32Q: 17 clusters Score -5.237295e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3616 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 148432 members 
Mstep: Class 9 contains 25256 members 
Mstep: Class 11 contains 38386 members 
Mstep: Class 12 contains 11349 members 
Mstep: Class 13 contains 7297 members 
Mstep: Class 14 contains 116602 members 
Mstep: Class 15 contains 50909 members 
Mstep: Class 17 contains 6063 members 
Mstep: Class 18 contains 26020 members 
Mstep: Class 19 contains 14621 members 
Mstep: Class 20 contains 1718 members 
Mstep: Class 21 contains 104473 members 
Mstep: Class 22 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373044.000000 Penalty: 34448.070312
Iteration 33Q: 17 clusters Score -5.237304e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3645 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 148580 members 
Mstep: Class 9 contains 25290 members 
Mstep: Class 11 contains 38359 members 
Mstep: Class 12 contains 11341 members 
Mstep: Class 13 contains 7335 members 
Mstep: Class 14 contains 116532 members 
Mstep: Class 15 contains 50904 members 
Mstep: Class 17 contains 6070 members 
Mstep: Class 18 contains 26032 members 
Mstep: Class 19 contains 14505 members 
Mstep: Class 20 contains 1711 members 
Mstep: Class 21 contains 104464 members 
Mstep: Class 22 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373092.000000 Penalty: 34448.070312
Iteration 34Q: 17 clusters Score -5.237309e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3672 members 
Mstep: Class 5 contains 6601 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 148689 members 
Mstep: Class 9 contains 25315 members 
Mstep: Class 11 contains 38335 members 
Mstep: Class 12 contains 11336 members 
Mstep: Class 13 contains 7360 members 
Mstep: Class 14 contains 116482 members 
Mstep: Class 15 contains 50895 members 
Mstep: Class 17 contains 6075 members 
Mstep: Class 18 contains 26047 members 
Mstep: Class 19 contains 14420 members 
Mstep: Class 20 contains 1704 members 
Mstep: Class 21 contains 104473 members 
Mstep: Class 22 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373080.000000 Penalty: 34448.070312
Iteration 35Q: 17 clusters Score -5.237308e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3706 members 
Mstep: Class 5 contains 6547 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 7 contains 148790 members 
Mstep: Class 9 contains 25331 members 
Mstep: Class 11 contains 38321 members 
Mstep: Class 12 contains 11331 members 
Mstep: Class 13 contains 7381 members 
Mstep: Class 14 contains 116447 members 
Mstep: Class 15 contains 50896 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 26048 members 
Mstep: Class 19 contains 14330 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 104482 members 
Mstep: Class 22 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373312.000000 Penalty: 34448.070312
Iteration 36Q: 17 clusters Score -5.237331e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3732 members 
Mstep: Class 5 contains 6502 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 148886 members 
Mstep: Class 9 contains 25339 members 
Mstep: Class 11 contains 38304 members 
Mstep: Class 12 contains 11325 members 
Mstep: Class 13 contains 7398 members 
Mstep: Class 14 contains 116420 members 
Mstep: Class 15 contains 50902 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 26050 members 
Mstep: Class 19 contains 14250 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 104489 members 
Mstep: Class 22 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373488.000000 Penalty: 34448.070312
Iteration 37Q: 17 clusters Score -5.237349e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3761 members 
Mstep: Class 5 contains 6464 members 
Mstep: Class 6 contains 3900 members 
Mstep: Class 7 contains 148982 members 
Mstep: Class 9 contains 25345 members 
Mstep: Class 11 contains 38287 members 
Mstep: Class 12 contains 11323 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 116408 members 
Mstep: Class 15 contains 50901 members 
Mstep: Class 17 contains 6098 members 
Mstep: Class 18 contains 26052 members 
Mstep: Class 19 contains 14171 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 104492 members 
Mstep: Class 22 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52373628.000000 Penalty: 34448.070312
Iteration 38Q: 17 clusters Score -5.237363e+07 nChanged 330
Entering ConstructFrom: 
Score: -52373628.000000 Penalty: 34448.070312
Entering ConstructFrom: 
Trying to split cluster 3 (3796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Entering Unmasked Estep 
Score: -363141.031250 Penalty: 1339.276733
	Iteration 0F: 2 clusters Score -363141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -359908.000000 Penalty: 2678.553467
	Iteration 0F: 3 clusters Score -359908 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -360727.406250 Penalty: 2678.553467
	Iteration 1F: 3 clusters Score -360727.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -360890.562500 Penalty: 2678.553467
	Iteration 2F: 3 clusters Score -360890.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -360986.625000 Penalty: 2678.553467
	Iteration 3Q: 3 clusters Score -360986.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -361057.437500 Penalty: 2678.553467
	Iteration 4Q: 3 clusters Score -361057.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -361113.656250 Penalty: 2678.553467
	Iteration 5Q: 3 clusters Score -361113.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -361164.937500 Penalty: 2678.553467
	Iteration 6Q: 3 clusters Score -361164.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -361206.437500 Penalty: 2678.553467
	Iteration 7Q: 3 clusters Score -361206.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -361245.500000 Penalty: 2678.553467
	Iteration 8Q: 3 clusters Score -361245.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -361280.781250 Penalty: 2678.553467
	Iteration 9Q: 3 clusters Score -361280.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -361313.312500 Penalty: 2678.553467
	Iteration 10Q: 3 clusters Score -361313.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -361346.593750 Penalty: 2678.553467
	Iteration 11Q: 3 clusters Score -361346.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -361385.312500 Penalty: 2678.553467
	Iteration 12Q: 3 clusters Score -361385.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -361419.531250 Penalty: 2678.553467
	Iteration 13Q: 3 clusters Score -361419.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -361463.718750 Penalty: 2678.553467
	Iteration 14Q: 3 clusters Score -361463.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -361518.343750 Penalty: 2678.553467
	Iteration 15Q: 3 clusters Score -361518.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -361574.500000 Penalty: 2678.553467
	Iteration 16Q: 3 clusters Score -361574.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -361647.750000 Penalty: 2678.553467
	Iteration 17Q: 3 clusters Score -361647.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -361729.781250 Penalty: 2678.553467
	Iteration 18Q: 3 clusters Score -361729.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -361788.843750 Penalty: 2678.553467
	Iteration 19Q: 3 clusters Score -361788.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -361845.718750 Penalty: 2678.553467
	Iteration 20F: 3 clusters Score -361845.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -361903.250000 Penalty: 2678.553467
	Iteration 21Q: 3 clusters Score -361903.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -361945.125000 Penalty: 2678.553467
	Iteration 22Q: 3 clusters Score -361945.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -361979.343750 Penalty: 2678.553467
	Iteration 23Q: 3 clusters Score -361979.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -362014.312500 Penalty: 2678.553467
	Iteration 24Q: 3 clusters Score -362014.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -362035.000000 Penalty: 2678.553467
	Iteration 25Q: 3 clusters Score -362035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -362053.781250 Penalty: 2678.553467
	Iteration 26Q: 3 clusters Score -362053.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -362063.406250 Penalty: 2678.553467
	Iteration 27Q: 3 clusters Score -362063.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -362076.000000 Penalty: 2678.553467
	Iteration 28Q: 3 clusters Score -362076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -362086.031250 Penalty: 2678.553467
	Iteration 29Q: 3 clusters Score -362086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -362096.468750 Penalty: 2678.553467
	Iteration 30Q: 3 clusters Score -362096.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -362101.875000 Penalty: 2678.553467
	Iteration 31Q: 3 clusters Score -362101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -362107.500000 Penalty: 2678.553467
	Iteration 32Q: 3 clusters Score -362107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -362110.468750 Penalty: 2678.553467
	Iteration 33Q: 3 clusters Score -362110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -362113.093750 Penalty: 2678.553467
	Iteration 34Q: 3 clusters Score -362113.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -362117.500000 Penalty: 2678.553467
	Iteration 35Q: 3 clusters Score -362117.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -362120.406250 Penalty: 2678.553467
	Iteration 36Q: 3 clusters Score -362120.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -362122.093750 Penalty: 2678.553467
	Iteration 37Q: 3 clusters Score -362122.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -362122.843750 Penalty: 2678.553467
	Iteration 38Q: 3 clusters Score -362122.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -362125.218750 Penalty: 2678.553467
	Iteration 39Q: 3 clusters Score -362125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -362125.312500 Penalty: 2678.553467
	Iteration 40F: 3 clusters Score -362125.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -362125.343750 Penalty: 2678.553467
	Iteration 41Q: 3 clusters Score -362125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -362126.718750 Penalty: 2678.553467
	Iteration 42Q: 3 clusters Score -362126.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -362128.812500 Penalty: 2678.553467
	Iteration 43Q: 3 clusters Score -362128.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -362130.531250 Penalty: 2678.553467
	Iteration 44Q: 3 clusters Score -362130.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -362133.656250 Penalty: 2678.553467
	Iteration 45Q: 3 clusters Score -362133.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -362137.843750 Penalty: 2678.553467
	Iteration 46Q: 3 clusters Score -362137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -362141.000000 Penalty: 2678.553467
	Iteration 47Q: 3 clusters Score -362141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -362144.218750 Penalty: 2678.553467
	Iteration 48Q: 3 clusters Score -362144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -362146.468750 Penalty: 2678.553467
	Iteration 49Q: 3 clusters Score -362146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -362148.093750 Penalty: 2678.553467
	Iteration 50Q: 3 clusters Score -362148.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -362150.250000 Penalty: 2678.553467
	Iteration 51Q: 3 clusters Score -362150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -362151.687500 Penalty: 2678.553467
	Iteration 52Q: 3 clusters Score -362151.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -362152.750000 Penalty: 2678.553467
	Iteration 53Q: 3 clusters Score -362152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -362152.562500 Penalty: 2678.553467
	Iteration 54Q: 3 clusters Score -362152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -362152.562500 Penalty: 2678.553467
	Iteration 55F: 3 clusters Score -362152.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Entering Unmasked Estep 
Score: -581125.625000 Penalty: 1424.589844
	Iteration 0F: 2 clusters Score -581125.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -576284.750000 Penalty: 2849.179688
	Iteration 0F: 3 clusters Score -576284.8 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -577872.437500 Penalty: 2849.179688
	Iteration 1F: 3 clusters Score -577872.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -578229.062500 Penalty: 2849.179688
	Iteration 2F: 3 clusters Score -578229.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -578554.875000 Penalty: 2849.179688
	Iteration 3F: 3 clusters Score -578554.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -578844.125000 Penalty: 2849.179688
	Iteration 4F: 3 clusters Score -578844.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -579071.125000 Penalty: 2849.179688
	Iteration 5F: 3 clusters Score -579071.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -579265.312500 Penalty: 2849.179688
	Iteration 6Q: 3 clusters Score -579265.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -579439.937500 Penalty: 2849.179688
	Iteration 7Q: 3 clusters Score -579439.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -579596.062500 Penalty: 2849.179688
	Iteration 8Q: 3 clusters Score -579596.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -579714.937500 Penalty: 2849.179688
	Iteration 9Q: 3 clusters Score -579714.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -579803.375000 Penalty: 2849.179688
	Iteration 10Q: 3 clusters Score -579803.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -579876.750000 Penalty: 2849.179688
	Iteration 11Q: 3 clusters Score -579876.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -579943.312500 Penalty: 2849.179688
	Iteration 12Q: 3 clusters Score -579943.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -579992.375000 Penalty: 2849.179688
	Iteration 13Q: 3 clusters Score -579992.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -580039.437500 Penalty: 2849.179688
	Iteration 14Q: 3 clusters Score -580039.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -580065.125000 Penalty: 2849.179688
	Iteration 15Q: 3 clusters Score -580065.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -580089.250000 Penalty: 2849.179688
	Iteration 16Q: 3 clusters Score -580089.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -580105.875000 Penalty: 2849.179688
	Iteration 17Q: 3 clusters Score -580105.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -580119.812500 Penalty: 2849.179688
	Iteration 18Q: 3 clusters Score -580119.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -580136.562500 Penalty: 2849.179688
	Iteration 19Q: 3 clusters Score -580136.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -580146.187500 Penalty: 2849.179688
	Iteration 20F: 3 clusters Score -580146.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -580159.000000 Penalty: 2849.179688
	Iteration 21Q: 3 clusters Score -580159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -580165.375000 Penalty: 2849.179688
	Iteration 22Q: 3 clusters Score -580165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -580173.250000 Penalty: 2849.179688
	Iteration 23Q: 3 clusters Score -580173.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -580177.250000 Penalty: 2849.179688
	Iteration 24Q: 3 clusters Score -580177.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -580181.187500 Penalty: 2849.179688
	Iteration 25Q: 3 clusters Score -580181.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -580189.687500 Penalty: 2849.179688
	Iteration 26Q: 3 clusters Score -580189.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -580195.687500 Penalty: 2849.179688
	Iteration 27Q: 3 clusters Score -580195.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -580198.437500 Penalty: 2849.179688
	Iteration 28Q: 3 clusters Score -580198.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -580199.687500 Penalty: 2849.179688
	Iteration 29Q: 3 clusters Score -580199.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -580202.000000 Penalty: 2849.179688
	Iteration 30Q: 3 clusters Score -580202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -580204.375000 Penalty: 2849.179688
	Iteration 31Q: 3 clusters Score -580204.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -580205.625000 Penalty: 2849.179688
	Iteration 32Q: 3 clusters Score -580205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -580208.562500 Penalty: 2849.179688
	Iteration 33Q: 3 clusters Score -580208.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -580209.125000 Penalty: 2849.179688
	Iteration 34Q: 3 clusters Score -580209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -580210.000000 Penalty: 2849.179688
	Iteration 35Q: 3 clusters Score -580210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -580210.000000 Penalty: 2849.179688
	Iteration 36F: 3 clusters Score -580210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Entering Unmasked Estep 
Score: -349096.500000 Penalty: 1344.541626
	Iteration 0F: 2 clusters Score -349096.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -345828.437500 Penalty: 2689.083252
	Iteration 0F: 3 clusters Score -345828.4 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -346811.812500 Penalty: 2689.083252
	Iteration 1F: 3 clusters Score -346811.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -347100.625000 Penalty: 2689.083252
	Iteration 2F: 3 clusters Score -347100.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -347366.343750 Penalty: 2689.083252
	Iteration 3F: 3 clusters Score -347366.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -347674.312500 Penalty: 2689.083252
	Iteration 4F: 3 clusters Score -347674.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -347995.281250 Penalty: 2689.083252
	Iteration 5F: 3 clusters Score -347995.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -348244.968750 Penalty: 2689.083252
	Iteration 6F: 3 clusters Score -348245 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -348383.687500 Penalty: 2689.083252
	Iteration 7Q: 3 clusters Score -348383.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -348450.875000 Penalty: 2689.083252
	Iteration 8Q: 3 clusters Score -348450.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -348501.812500 Penalty: 2689.083252
	Iteration 9Q: 3 clusters Score -348501.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -348541.093750 Penalty: 2689.083252
	Iteration 10Q: 3 clusters Score -348541.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -348585.437500 Penalty: 2689.083252
	Iteration 11Q: 3 clusters Score -348585.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -348645.562500 Penalty: 2689.083252
	Iteration 12Q: 3 clusters Score -348645.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -348698.312500 Penalty: 2689.083252
	Iteration 13Q: 3 clusters Score -348698.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -348753.000000 Penalty: 2689.083252
	Iteration 14Q: 3 clusters Score -348753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -348805.000000 Penalty: 2689.083252
	Iteration 15Q: 3 clusters Score -348805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -348869.093750 Penalty: 2689.083252
	Iteration 16Q: 3 clusters Score -348869.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -348924.343750 Penalty: 2689.083252
	Iteration 17Q: 3 clusters Score -348924.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -348961.468750 Penalty: 2689.083252
	Iteration 18Q: 3 clusters Score -348961.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -348982.093750 Penalty: 2689.083252
	Iteration 19Q: 3 clusters Score -348982.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -348997.093750 Penalty: 2689.083252
	Iteration 20F: 3 clusters Score -348997.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -349008.718750 Penalty: 2689.083252
	Iteration 21Q: 3 clusters Score -349008.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -349014.031250 Penalty: 2689.083252
	Iteration 22Q: 3 clusters Score -349014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -349017.625000 Penalty: 2689.083252
	Iteration 23Q: 3 clusters Score -349017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -349021.156250 Penalty: 2689.083252
	Iteration 24Q: 3 clusters Score -349021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -349025.562500 Penalty: 2689.083252
	Iteration 25Q: 3 clusters Score -349025.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -349029.500000 Penalty: 2689.083252
	Iteration 26Q: 3 clusters Score -349029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -349033.000000 Penalty: 2689.083252
	Iteration 27Q: 3 clusters Score -349033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -349039.562500 Penalty: 2689.083252
	Iteration 28Q: 3 clusters Score -349039.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -349044.062500 Penalty: 2689.083252
	Iteration 29Q: 3 clusters Score -349044.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -349048.968750 Penalty: 2689.083252
	Iteration 30Q: 3 clusters Score -349049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -349056.343750 Penalty: 2689.083252
	Iteration 31Q: 3 clusters Score -349056.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -349062.343750 Penalty: 2689.083252
	Iteration 32Q: 3 clusters Score -349062.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -349074.187500 Penalty: 2689.083252
	Iteration 33Q: 3 clusters Score -349074.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -349081.375000 Penalty: 2689.083252
	Iteration 34Q: 3 clusters Score -349081.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -349087.468750 Penalty: 2689.083252
	Iteration 35Q: 3 clusters Score -349087.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -349095.937500 Penalty: 2689.083252
	Iteration 36Q: 3 clusters Score -349095.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -349098.562500 Penalty: 2689.083252
	Iteration 37Q: 3 clusters Score -349098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -349101.093750 Penalty: 2689.083252
	Iteration 38Q: 3 clusters Score -349101.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -349105.125000 Penalty: 2689.083252
	Iteration 39Q: 3 clusters Score -349105.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -349109.312500 Penalty: 2689.083252
	Iteration 40F: 3 clusters Score -349109.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -349115.437500 Penalty: 2689.083252
	Iteration 41Q: 3 clusters Score -349115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -349122.281250 Penalty: 2689.083252
	Iteration 42Q: 3 clusters Score -349122.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -349127.750000 Penalty: 2689.083252
	Iteration 43Q: 3 clusters Score -349127.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -349130.656250 Penalty: 2689.083252
	Iteration 44Q: 3 clusters Score -349130.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -349134.250000 Penalty: 2689.083252
	Iteration 45Q: 3 clusters Score -349134.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -349136.687500 Penalty: 2689.083252
	Iteration 46Q: 3 clusters Score -349136.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -349139.156250 Penalty: 2689.083252
	Iteration 47Q: 3 clusters Score -349139.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -349141.250000 Penalty: 2689.083252
	Iteration 48Q: 3 clusters Score -349141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -349142.312500 Penalty: 2689.083252
	Iteration 49Q: 3 clusters Score -349142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -349144.468750 Penalty: 2689.083252
	Iteration 50Q: 3 clusters Score -349144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -349146.031250 Penalty: 2689.083252
	Iteration 51Q: 3 clusters Score -349146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -349145.781250 Penalty: 2689.083252
	Iteration 52Q: 3 clusters Score -349145.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -349146.343750 Penalty: 2689.083252
	Iteration 53Q: 3 clusters Score -349146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -349146.343750 Penalty: 2689.083252
	Iteration 54F: 3 clusters Score -349146.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 2482 members 
Mstep: Class 7 contains 149064 members 
Mstep: Class 9 contains 25346 members 
Mstep: Class 11 contains 38278 members 
Mstep: Class 12 contains 11324 members 
Mstep: Class 13 contains 7415 members 
Mstep: Class 14 contains 116389 members 
Mstep: Class 15 contains 50892 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 26062 members 
Mstep: Class 19 contains 14097 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 104498 members 
Mstep: Class 22 contains 2361 members 
Entering Unmasked Estep 
Score: -52372708.000000 Penalty: 36601.074219
Splitting cluster 6 changes total score from -52373628.000000 to -52372708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (149064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149064 members 
Entering Unmasked Estep 
Score: -14158277.000000 Penalty: 1935.721313
	Iteration 0F: 2 clusters Score -1.415828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 75056 members 
Entering Unmasked Estep 
Score: -14059477.000000 Penalty: 3871.442627
	Iteration 0F: 3 clusters Score -1.405948e+07 nChanged 71784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64654 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -14102720.000000 Penalty: 3871.442627
	Iteration 1F: 3 clusters Score -1.410272e+07 nChanged 7076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 90428 members 
Entering Unmasked Estep 
Score: -14105667.000000 Penalty: 3871.442627
	Iteration 2Q: 3 clusters Score -1.410567e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 99443 members 
Entering Unmasked Estep 
Score: -14111515.000000 Penalty: 3871.442627
	Iteration 3F: 3 clusters Score -1.411152e+07 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 111775 members 
Entering Unmasked Estep 
Score: -14121591.000000 Penalty: 3871.442627
	Iteration 4F: 3 clusters Score -1.412159e+07 nChanged 13890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 125437 members 
Entering Unmasked Estep 
Score: -14134547.000000 Penalty: 3871.442627
	Iteration 5F: 3 clusters Score -1.413455e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 136555 members 
Entering Unmasked Estep 
Score: -14145430.000000 Penalty: 3871.442627
	Iteration 6F: 3 clusters Score -1.414543e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 143342 members 
Entering Unmasked Estep 
Score: -14151737.000000 Penalty: 3871.442627
	Iteration 7Q: 3 clusters Score -1.415174e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 146726 members 
Entering Unmasked Estep 
Score: -14154746.000000 Penalty: 3871.442627
	Iteration 8Q: 3 clusters Score -1.415475e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 148059 members 
Entering Unmasked Estep 
Score: -14155896.000000 Penalty: 3871.442627
	Iteration 9Q: 3 clusters Score -1.41559e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 148500 members 
Entering Unmasked Estep 
Score: -14156314.000000 Penalty: 3871.442627
	Iteration 10Q: 3 clusters Score -1.415631e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 148651 members 
Entering Unmasked Estep 
Score: -14156469.000000 Penalty: 3871.442627
	Iteration 11Q: 3 clusters Score -1.415647e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 148717 members 
Entering Unmasked Estep 
Score: -14156545.000000 Penalty: 3871.442627
	Iteration 12Q: 3 clusters Score -1.415654e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 148750 members 
Entering Unmasked Estep 
Score: -14156626.000000 Penalty: 3871.442627
	Iteration 13Q: 3 clusters Score -1.415663e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 148764 members 
Entering Unmasked Estep 
Score: -14156635.000000 Penalty: 3871.442627
	Iteration 14Q: 3 clusters Score -1.415664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 148769 members 
Entering Unmasked Estep 
Score: -14156648.000000 Penalty: 3871.442627
	Iteration 15Q: 3 clusters Score -1.415665e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 148775 members 
Entering Unmasked Estep 
Score: -14156661.000000 Penalty: 3871.442627
	Iteration 16Q: 3 clusters Score -1.415666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 148781 members 
Entering Unmasked Estep 
Score: -14156672.000000 Penalty: 3871.442627
	Iteration 17Q: 3 clusters Score -1.415667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 148786 members 
Entering Unmasked Estep 
Score: -14156686.000000 Penalty: 3871.442627
	Iteration 18Q: 3 clusters Score -1.415669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 148787 members 
Entering Unmasked Estep 
Score: -14156685.000000 Penalty: 3871.442627
	Iteration 19Q: 3 clusters Score -1.415668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 148787 members 
Entering Unmasked Estep 
Score: -14156686.000000 Penalty: 3871.442627
	Iteration 20F: 3 clusters Score -1.415669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 148790 members 
Entering Unmasked Estep 
Score: -14156686.000000 Penalty: 3871.442627
	Iteration 21Q: 3 clusters Score -1.415669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 148790 members 
Entering Unmasked Estep 
Score: -14156685.000000 Penalty: 3871.442627
	Iteration 22Q: 3 clusters Score -1.415668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 148790 members 
Entering Unmasked Estep 
Score: -14156685.000000 Penalty: 3871.442627
	Iteration 23F: 3 clusters Score -1.415668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Entering Unmasked Estep 
Score: -2426886.750000 Penalty: 1647.811157
	Iteration 0F: 2 clusters Score -2426887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2409784.000000 Penalty: 3295.622314
	Iteration 0F: 3 clusters Score -2409784 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2416783.500000 Penalty: 3295.622314
	Iteration 1F: 3 clusters Score -2416784 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2419198.000000 Penalty: 3295.622314
	Iteration 2F: 3 clusters Score -2419198 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2422756.000000 Penalty: 3295.622314
	Iteration 3F: 3 clusters Score -2422756 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2425722.750000 Penalty: 3295.622314
	Iteration 4F: 3 clusters Score -2425723 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2427517.500000 Penalty: 3295.622314
	Iteration 5F: 3 clusters Score -2427518 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2428632.500000 Penalty: 3295.622314
	Iteration 6Q: 3 clusters Score -2428632 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2429422.000000 Penalty: 3295.622314
	Iteration 7Q: 3 clusters Score -2429422 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2429999.250000 Penalty: 3295.622314
	Iteration 8Q: 3 clusters Score -2429999 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2430268.500000 Penalty: 3295.622314
	Iteration 9Q: 3 clusters Score -2430268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2430323.250000 Penalty: 3295.622314
	Iteration 10Q: 3 clusters Score -2430323 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -2430349.250000 Penalty: 3295.622314
	Iteration 11Q: 3 clusters Score -2430349 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2430362.500000 Penalty: 3295.622314
	Iteration 12Q: 3 clusters Score -2430362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2430371.000000 Penalty: 3295.622314
	Iteration 13Q: 3 clusters Score -2430371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2430379.750000 Penalty: 3295.622314
	Iteration 14Q: 3 clusters Score -2430380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2430376.500000 Penalty: 3295.622314
	Iteration 15Q: 3 clusters Score -2430376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2430381.500000 Penalty: 3295.622314
	Iteration 16Q: 3 clusters Score -2430382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2430385.000000 Penalty: 3295.622314
	Iteration 17Q: 3 clusters Score -2430385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2430386.500000 Penalty: 3295.622314
	Iteration 18Q: 3 clusters Score -2430386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -2430386.750000 Penalty: 3295.622314
	Iteration 19Q: 3 clusters Score -2430387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -2430386.000000 Penalty: 3295.622314
	Iteration 20F: 3 clusters Score -2430386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -2430386.250000 Penalty: 3295.622314
	Iteration 21Q: 3 clusters Score -2430386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2430387.000000 Penalty: 3295.622314
	Iteration 22Q: 3 clusters Score -2430387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2430386.250000 Penalty: 3295.622314
	Iteration 23Q: 3 clusters Score -2430386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2430384.250000 Penalty: 3295.622314
	Iteration 24Q: 3 clusters Score -2430384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2430386.250000 Penalty: 3295.622314
	Iteration 25Q: 3 clusters Score -2430386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -2430388.000000 Penalty: 3295.622314
	Iteration 26Q: 3 clusters Score -2430388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2430386.750000 Penalty: 3295.622314
	Iteration 27Q: 3 clusters Score -2430387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2430386.500000 Penalty: 3295.622314
	Iteration 28Q: 3 clusters Score -2430386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2430387.000000 Penalty: 3295.622314
	Iteration 29Q: 3 clusters Score -2430387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -2430387.000000 Penalty: 3295.622314
	Iteration 30F: 3 clusters Score -2430387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 149064 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 11 contains 38278 members 
Mstep: Class 12 contains 11324 members 
Mstep: Class 13 contains 7415 members 
Mstep: Class 14 contains 116389 members 
Mstep: Class 15 contains 50892 members 
Mstep: Class 17 contains 6105 members 
Mstep: Class 18 contains 26062 members 
Mstep: Class 19 contains 14097 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 104498 members 
Mstep: Class 22 contains 2361 members 
Entering Unmasked Estep 
Score: -52376520.000000 Penalty: 36601.074219
Splitting cluster 9 changes total score from -52373628.000000 to -52376520.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (38278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Entering Unmasked Estep 
Score: -3707461.500000 Penalty: 1714.802490
	Iteration 0F: 2 clusters Score -3707462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3681815.500000 Penalty: 3429.604980
	Iteration 0F: 3 clusters Score -3681816 nChanged 17809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3691916.500000 Penalty: 3429.604980
	Iteration 1F: 3 clusters Score -3691916 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3692509.000000 Penalty: 3429.604980
	Iteration 2Q: 3 clusters Score -3692509 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -3693296.000000 Penalty: 3429.604980
	Iteration 3Q: 3 clusters Score -3693296 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -3694292.750000 Penalty: 3429.604980
	Iteration 4F: 3 clusters Score -3694293 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -3695644.500000 Penalty: 3429.604980
	Iteration 5F: 3 clusters Score -3695644 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3697285.750000 Penalty: 3429.604980
	Iteration 6F: 3 clusters Score -3697286 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3699196.750000 Penalty: 3429.604980
	Iteration 7F: 3 clusters Score -3699197 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -3700982.500000 Penalty: 3429.604980
	Iteration 8F: 3 clusters Score -3700982 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -3702350.500000 Penalty: 3429.604980
	Iteration 9Q: 3 clusters Score -3702350 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -3703364.750000 Penalty: 3429.604980
	Iteration 10Q: 3 clusters Score -3703365 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -3704140.750000 Penalty: 3429.604980
	Iteration 11Q: 3 clusters Score -3704141 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -3704730.750000 Penalty: 3429.604980
	Iteration 12Q: 3 clusters Score -3704731 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -3705228.750000 Penalty: 3429.604980
	Iteration 13Q: 3 clusters Score -3705229 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -3705589.500000 Penalty: 3429.604980
	Iteration 14Q: 3 clusters Score -3705590 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3705885.250000 Penalty: 3429.604980
	Iteration 15Q: 3 clusters Score -3705885 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -3706092.250000 Penalty: 3429.604980
	Iteration 16Q: 3 clusters Score -3706092 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -3706243.500000 Penalty: 3429.604980
	Iteration 17Q: 3 clusters Score -3706244 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -3706348.000000 Penalty: 3429.604980
	Iteration 18Q: 3 clusters Score -3706348 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -3706422.250000 Penalty: 3429.604980
	Iteration 19Q: 3 clusters Score -3706422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -3706508.250000 Penalty: 3429.604980
	Iteration 20F: 3 clusters Score -3706508 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -3706556.000000 Penalty: 3429.604980
	Iteration 21Q: 3 clusters Score -3706556 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -3706596.750000 Penalty: 3429.604980
	Iteration 22Q: 3 clusters Score -3706597 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -3706614.750000 Penalty: 3429.604980
	Iteration 23Q: 3 clusters Score -3706615 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -3706639.500000 Penalty: 3429.604980
	Iteration 24Q: 3 clusters Score -3706640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -3706650.000000 Penalty: 3429.604980
	Iteration 25Q: 3 clusters Score -3706650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -3706658.500000 Penalty: 3429.604980
	Iteration 26Q: 3 clusters Score -3706658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -3706656.000000 Penalty: 3429.604980
	Iteration 27Q: 3 clusters Score -3706656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -3706661.500000 Penalty: 3429.604980
	Iteration 28Q: 3 clusters Score -3706662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -3706671.000000 Penalty: 3429.604980
	Iteration 29Q: 3 clusters Score -3706671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -3706671.750000 Penalty: 3429.604980
	Iteration 30Q: 3 clusters Score -3706672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -3706669.250000 Penalty: 3429.604980
	Iteration 31Q: 3 clusters Score -3706669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -3706669.000000 Penalty: 3429.604980
	Iteration 32Q: 3 clusters Score -3706669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -3706665.500000 Penalty: 3429.604980
	Iteration 33Q: 3 clusters Score -3706666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -3706662.250000 Penalty: 3429.604980
	Iteration 34Q: 3 clusters Score -3706662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -3706665.250000 Penalty: 3429.604980
	Iteration 35Q: 3 clusters Score -3706665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -3706668.000000 Penalty: 3429.604980
	Iteration 36Q: 3 clusters Score -3706668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -3706670.000000 Penalty: 3429.604980
	Iteration 37Q: 3 clusters Score -3706670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -3706673.750000 Penalty: 3429.604980
	Iteration 38Q: 3 clusters Score -3706674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -3706672.250000 Penalty: 3429.604980
	Iteration 39Q: 3 clusters Score -3706672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -3706675.000000 Penalty: 3429.604980
	Iteration 40F: 3 clusters Score -3706675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -3706672.000000 Penalty: 3429.604980
	Iteration 41Q: 3 clusters Score -3706672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -3706674.250000 Penalty: 3429.604980
	Iteration 42Q: 3 clusters Score -3706674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -3706674.250000 Penalty: 3429.604980
	Iteration 43F: 3 clusters Score -3706674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Entering Unmasked Estep 
Score: -1041081.562500 Penalty: 1516.885376
	Iteration 0F: 2 clusters Score -1041082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1033107.250000 Penalty: 3033.770752
	Iteration 0F: 3 clusters Score -1033107 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1035677.937500 Penalty: 3033.770752
	Iteration 1F: 3 clusters Score -1035678 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1035954.625000 Penalty: 3033.770752
	Iteration 2F: 3 clusters Score -1035955 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1036324.312500 Penalty: 3033.770752
	Iteration 3F: 3 clusters Score -1036324 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1036869.562500 Penalty: 3033.770752
	Iteration 4F: 3 clusters Score -1036870 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1037555.812500 Penalty: 3033.770752
	Iteration 5F: 3 clusters Score -1037556 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1038256.375000 Penalty: 3033.770752
	Iteration 6F: 3 clusters Score -1038256 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1038847.500000 Penalty: 3033.770752
	Iteration 7F: 3 clusters Score -1038848 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1039256.812500 Penalty: 3033.770752
	Iteration 8F: 3 clusters Score -1039257 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1039530.625000 Penalty: 3033.770752
	Iteration 9Q: 3 clusters Score -1039531 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1039688.562500 Penalty: 3033.770752
	Iteration 10Q: 3 clusters Score -1039689 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1039778.562500 Penalty: 3033.770752
	Iteration 11Q: 3 clusters Score -1039779 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1039828.687500 Penalty: 3033.770752
	Iteration 12Q: 3 clusters Score -1039829 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1039867.375000 Penalty: 3033.770752
	Iteration 13Q: 3 clusters Score -1039867 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1039898.937500 Penalty: 3033.770752
	Iteration 14Q: 3 clusters Score -1039899 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1039923.375000 Penalty: 3033.770752
	Iteration 15Q: 3 clusters Score -1039923 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1039948.000000 Penalty: 3033.770752
	Iteration 16Q: 3 clusters Score -1039948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1039974.500000 Penalty: 3033.770752
	Iteration 17Q: 3 clusters Score -1039974 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1040002.500000 Penalty: 3033.770752
	Iteration 18Q: 3 clusters Score -1040002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1040029.812500 Penalty: 3033.770752
	Iteration 19Q: 3 clusters Score -1040030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1040057.500000 Penalty: 3033.770752
	Iteration 20F: 3 clusters Score -1040058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1040094.437500 Penalty: 3033.770752
	Iteration 21Q: 3 clusters Score -1040094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1040160.187500 Penalty: 3033.770752
	Iteration 22Q: 3 clusters Score -1040160 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1040246.437500 Penalty: 3033.770752
	Iteration 23Q: 3 clusters Score -1040246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1040318.062500 Penalty: 3033.770752
	Iteration 24Q: 3 clusters Score -1040318 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1040362.625000 Penalty: 3033.770752
	Iteration 25Q: 3 clusters Score -1040363 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1040391.125000 Penalty: 3033.770752
	Iteration 26Q: 3 clusters Score -1040391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1040406.687500 Penalty: 3033.770752
	Iteration 27Q: 3 clusters Score -1040407 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1040416.500000 Penalty: 3033.770752
	Iteration 28Q: 3 clusters Score -1040416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1040418.875000 Penalty: 3033.770752
	Iteration 29Q: 3 clusters Score -1040419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1040423.000000 Penalty: 3033.770752
	Iteration 30Q: 3 clusters Score -1040423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1040429.000000 Penalty: 3033.770752
	Iteration 31Q: 3 clusters Score -1040429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1040433.312500 Penalty: 3033.770752
	Iteration 32Q: 3 clusters Score -1040433 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1040437.312500 Penalty: 3033.770752
	Iteration 33Q: 3 clusters Score -1040437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1040438.000000 Penalty: 3033.770752
	Iteration 34Q: 3 clusters Score -1040438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1040441.000000 Penalty: 3033.770752
	Iteration 35Q: 3 clusters Score -1040441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1040440.937500 Penalty: 3033.770752
	Iteration 36Q: 3 clusters Score -1040441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1040443.500000 Penalty: 3033.770752
	Iteration 37Q: 3 clusters Score -1040444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1040444.062500 Penalty: 3033.770752
	Iteration 38Q: 3 clusters Score -1040444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1040445.000000 Penalty: 3033.770752
	Iteration 39Q: 3 clusters Score -1040445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1040444.812500 Penalty: 3033.770752
	Iteration 40F: 3 clusters Score -1040445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1040444.937500 Penalty: 3033.770752
	Iteration 41Q: 3 clusters Score -1040445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1040446.937500 Penalty: 3033.770752
	Iteration 42Q: 3 clusters Score -1040447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1040448.375000 Penalty: 3033.770752
	Iteration 43Q: 3 clusters Score -1040448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1040452.875000 Penalty: 3033.770752
	Iteration 44Q: 3 clusters Score -1040453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1040451.875000 Penalty: 3033.770752
	Iteration 45Q: 3 clusters Score -1040452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1040453.312500 Penalty: 3033.770752
	Iteration 46Q: 3 clusters Score -1040453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1040453.500000 Penalty: 3033.770752
	Iteration 47Q: 3 clusters Score -1040454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1040452.625000 Penalty: 3033.770752
	Iteration 48Q: 3 clusters Score -1040453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1040454.750000 Penalty: 3033.770752
	Iteration 49Q: 3 clusters Score -1040455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1040454.750000 Penalty: 3033.770752
	Iteration 50F: 3 clusters Score -1040455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Entering Unmasked Estep 
Score: -718320.562500 Penalty: 1448.079834
	Iteration 0F: 2 clusters Score -718320.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -712800.687500 Penalty: 2896.159668
	Iteration 0F: 3 clusters Score -712800.7 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -714512.750000 Penalty: 2896.159668
	Iteration 1F: 3 clusters Score -714512.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -714748.250000 Penalty: 2896.159668
	Iteration 2F: 3 clusters Score -714748.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -714933.187500 Penalty: 2896.159668
	Iteration 3F: 3 clusters Score -714933.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -715067.312500 Penalty: 2896.159668
	Iteration 4Q: 3 clusters Score -715067.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -715159.250000 Penalty: 2896.159668
	Iteration 5Q: 3 clusters Score -715159.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -715250.937500 Penalty: 2896.159668
	Iteration 6Q: 3 clusters Score -715250.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -715319.062500 Penalty: 2896.159668
	Iteration 7Q: 3 clusters Score -715319.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -715371.250000 Penalty: 2896.159668
	Iteration 8Q: 3 clusters Score -715371.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -715421.250000 Penalty: 2896.159668
	Iteration 9Q: 3 clusters Score -715421.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -715477.000000 Penalty: 2896.159668
	Iteration 10Q: 3 clusters Score -715477 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -715530.562500 Penalty: 2896.159668
	Iteration 11Q: 3 clusters Score -715530.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -715586.937500 Penalty: 2896.159668
	Iteration 12Q: 3 clusters Score -715586.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -715653.312500 Penalty: 2896.159668
	Iteration 13Q: 3 clusters Score -715653.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -715721.812500 Penalty: 2896.159668
	Iteration 14Q: 3 clusters Score -715721.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -715793.500000 Penalty: 2896.159668
	Iteration 15Q: 3 clusters Score -715793.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -715874.437500 Penalty: 2896.159668
	Iteration 16Q: 3 clusters Score -715874.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -715966.500000 Penalty: 2896.159668
	Iteration 17Q: 3 clusters Score -715966.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -716069.687500 Penalty: 2896.159668
	Iteration 18Q: 3 clusters Score -716069.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -716186.187500 Penalty: 2896.159668
	Iteration 19Q: 3 clusters Score -716186.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -716325.187500 Penalty: 2896.159668
	Iteration 20F: 3 clusters Score -716325.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -716452.125000 Penalty: 2896.159668
	Iteration 21Q: 3 clusters Score -716452.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -716580.250000 Penalty: 2896.159668
	Iteration 22Q: 3 clusters Score -716580.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -716686.687500 Penalty: 2896.159668
	Iteration 23Q: 3 clusters Score -716686.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -716772.000000 Penalty: 2896.159668
	Iteration 24Q: 3 clusters Score -716772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -716834.625000 Penalty: 2896.159668
	Iteration 25Q: 3 clusters Score -716834.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -716876.750000 Penalty: 2896.159668
	Iteration 26Q: 3 clusters Score -716876.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -716913.125000 Penalty: 2896.159668
	Iteration 27Q: 3 clusters Score -716913.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -716947.937500 Penalty: 2896.159668
	Iteration 28Q: 3 clusters Score -716947.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -716965.437500 Penalty: 2896.159668
	Iteration 29Q: 3 clusters Score -716965.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -716986.000000 Penalty: 2896.159668
	Iteration 30Q: 3 clusters Score -716986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -716994.375000 Penalty: 2896.159668
	Iteration 31Q: 3 clusters Score -716994.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -717003.875000 Penalty: 2896.159668
	Iteration 32Q: 3 clusters Score -717003.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -717010.812500 Penalty: 2896.159668
	Iteration 33Q: 3 clusters Score -717010.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -717017.187500 Penalty: 2896.159668
	Iteration 34Q: 3 clusters Score -717017.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -717025.375000 Penalty: 2896.159668
	Iteration 35Q: 3 clusters Score -717025.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -717033.000000 Penalty: 2896.159668
	Iteration 36Q: 3 clusters Score -717033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -717034.500000 Penalty: 2896.159668
	Iteration 37Q: 3 clusters Score -717034.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -717033.937500 Penalty: 2896.159668
	Iteration 38Q: 3 clusters Score -717033.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -717033.937500 Penalty: 2896.159668
	Iteration 39F: 3 clusters Score -717033.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (116389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116389 members 
Entering Unmasked Estep 
Score: -10932422.000000 Penalty: 1895.512573
	Iteration 0F: 2 clusters Score -1.093242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 58087 members 
Entering Unmasked Estep 
Score: -10854294.000000 Penalty: 3791.025146
	Iteration 0F: 3 clusters Score -1.085429e+07 nChanged 56049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -10887532.000000 Penalty: 3791.025146
	Iteration 1F: 3 clusters Score -1.088753e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61881 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -10888950.000000 Penalty: 3791.025146
	Iteration 2Q: 3 clusters Score -1.088895e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -10890749.000000 Penalty: 3791.025146
	Iteration 3Q: 3 clusters Score -1.089075e+07 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -10893463.000000 Penalty: 3791.025146
	Iteration 4Q: 3 clusters Score -1.089346e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72376 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -10897271.000000 Penalty: 3791.025146
	Iteration 5F: 3 clusters Score -1.089727e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -10902521.000000 Penalty: 3791.025146
	Iteration 6F: 3 clusters Score -1.090252e+07 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85006 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -10908811.000000 Penalty: 3791.025146
	Iteration 7F: 3 clusters Score -1.090881e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -10914528.000000 Penalty: 3791.025146
	Iteration 8F: 3 clusters Score -1.091453e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95220 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -10918498.000000 Penalty: 3791.025146
	Iteration 9Q: 3 clusters Score -1.09185e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98584 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -10920943.000000 Penalty: 3791.025146
	Iteration 10Q: 3 clusters Score -1.092094e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101343 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -10922696.000000 Penalty: 3791.025146
	Iteration 11Q: 3 clusters Score -1.09227e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103805 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -10924085.000000 Penalty: 3791.025146
	Iteration 12Q: 3 clusters Score -1.092408e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106097 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -10925452.000000 Penalty: 3791.025146
	Iteration 13Q: 3 clusters Score -1.092545e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108121 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -10926718.000000 Penalty: 3791.025146
	Iteration 14Q: 3 clusters Score -1.092672e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109950 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -10927906.000000 Penalty: 3791.025146
	Iteration 15Q: 3 clusters Score -1.092791e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111478 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -10928957.000000 Penalty: 3791.025146
	Iteration 16Q: 3 clusters Score -1.092896e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112661 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -10929779.000000 Penalty: 3791.025146
	Iteration 17Q: 3 clusters Score -1.092978e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113553 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -10930411.000000 Penalty: 3791.025146
	Iteration 18Q: 3 clusters Score -1.093041e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114182 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10930869.000000 Penalty: 3791.025146
	Iteration 19Q: 3 clusters Score -1.093087e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114619 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -10931200.000000 Penalty: 3791.025146
	Iteration 20F: 3 clusters Score -1.09312e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114887 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -10931416.000000 Penalty: 3791.025146
	Iteration 21Q: 3 clusters Score -1.093142e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115055 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -10931569.000000 Penalty: 3791.025146
	Iteration 22Q: 3 clusters Score -1.093157e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115154 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10931678.000000 Penalty: 3791.025146
	Iteration 23Q: 3 clusters Score -1.093168e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115226 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10931733.000000 Penalty: 3791.025146
	Iteration 24Q: 3 clusters Score -1.093173e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115267 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -10931758.000000 Penalty: 3791.025146
	Iteration 25Q: 3 clusters Score -1.093176e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10931795.000000 Penalty: 3791.025146
	Iteration 26Q: 3 clusters Score -1.09318e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115319 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10931829.000000 Penalty: 3791.025146
	Iteration 27Q: 3 clusters Score -1.093183e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115329 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -10931837.000000 Penalty: 3791.025146
	Iteration 28Q: 3 clusters Score -1.093184e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115338 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10931862.000000 Penalty: 3791.025146
	Iteration 29Q: 3 clusters Score -1.093186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115345 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10931874.000000 Penalty: 3791.025146
	Iteration 30Q: 3 clusters Score -1.093187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115348 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10931876.000000 Penalty: 3791.025146
	Iteration 31Q: 3 clusters Score -1.093188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115353 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10931886.000000 Penalty: 3791.025146
	Iteration 32Q: 3 clusters Score -1.093189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10931879.000000 Penalty: 3791.025146
	Iteration 33Q: 3 clusters Score -1.093188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115357 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10931887.000000 Penalty: 3791.025146
	Iteration 34Q: 3 clusters Score -1.093189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115357 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -10931893.000000 Penalty: 3791.025146
	Iteration 35Q: 3 clusters Score -1.093189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115353 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10931892.000000 Penalty: 3791.025146
	Iteration 36Q: 3 clusters Score -1.093189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115354 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10931881.000000 Penalty: 3791.025146
	Iteration 37Q: 3 clusters Score -1.093188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115355 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10931887.000000 Penalty: 3791.025146
	Iteration 38Q: 3 clusters Score -1.093189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115358 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10931897.000000 Penalty: 3791.025146
	Iteration 39Q: 3 clusters Score -1.09319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115359 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10931896.000000 Penalty: 3791.025146
	Iteration 40F: 3 clusters Score -1.09319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115361 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10931898.000000 Penalty: 3791.025146
	Iteration 41Q: 3 clusters Score -1.09319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115360 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -10931894.000000 Penalty: 3791.025146
	Iteration 42Q: 3 clusters Score -1.093189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115361 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10931896.000000 Penalty: 3791.025146
	Iteration 43Q: 3 clusters Score -1.09319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115361 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10931896.000000 Penalty: 3791.025146
	Iteration 44F: 3 clusters Score -1.09319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Entering Unmasked Estep 
Score: -4868947.000000 Penalty: 1761.087524
	Iteration 0F: 2 clusters Score -4868947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -4835001.500000 Penalty: 3522.175049
	Iteration 0F: 3 clusters Score -4835002 nChanged 23827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -4848598.500000 Penalty: 3522.175049
	Iteration 1F: 3 clusters Score -4848598 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -4849648.500000 Penalty: 3522.175049
	Iteration 2Q: 3 clusters Score -4849648 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -4851399.500000 Penalty: 3522.175049
	Iteration 3F: 3 clusters Score -4851400 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4853778.000000 Penalty: 3522.175049
	Iteration 4F: 3 clusters Score -4853778 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4856204.500000 Penalty: 3522.175049
	Iteration 5F: 3 clusters Score -4856204 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -4858238.000000 Penalty: 3522.175049
	Iteration 6F: 3 clusters Score -4858238 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -4860044.500000 Penalty: 3522.175049
	Iteration 7F: 3 clusters Score -4860044 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -4861645.500000 Penalty: 3522.175049
	Iteration 8F: 3 clusters Score -4861646 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -4863121.500000 Penalty: 3522.175049
	Iteration 9Q: 3 clusters Score -4863122 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -4864612.000000 Penalty: 3522.175049
	Iteration 10Q: 3 clusters Score -4864612 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -4865791.500000 Penalty: 3522.175049
	Iteration 11Q: 3 clusters Score -4865792 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -4866809.000000 Penalty: 3522.175049
	Iteration 12Q: 3 clusters Score -4866809 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -4867484.500000 Penalty: 3522.175049
	Iteration 13Q: 3 clusters Score -4867484 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -4867847.500000 Penalty: 3522.175049
	Iteration 14Q: 3 clusters Score -4867848 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -4868077.000000 Penalty: 3522.175049
	Iteration 15Q: 3 clusters Score -4868077 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -4868191.000000 Penalty: 3522.175049
	Iteration 16Q: 3 clusters Score -4868191 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -4868262.000000 Penalty: 3522.175049
	Iteration 17Q: 3 clusters Score -4868262 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -4868322.500000 Penalty: 3522.175049
	Iteration 18Q: 3 clusters Score -4868322 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -4868346.000000 Penalty: 3522.175049
	Iteration 19Q: 3 clusters Score -4868346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -4868390.000000 Penalty: 3522.175049
	Iteration 20F: 3 clusters Score -4868390 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -4868418.000000 Penalty: 3522.175049
	Iteration 21Q: 3 clusters Score -4868418 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -4868440.500000 Penalty: 3522.175049
	Iteration 22Q: 3 clusters Score -4868440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -4868457.000000 Penalty: 3522.175049
	Iteration 23Q: 3 clusters Score -4868457 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -4868475.500000 Penalty: 3522.175049
	Iteration 24Q: 3 clusters Score -4868476 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -4868466.500000 Penalty: 3522.175049
	Iteration 25Q: 3 clusters Score -4868466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -4868479.500000 Penalty: 3522.175049
	Iteration 26Q: 3 clusters Score -4868480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -4868480.000000 Penalty: 3522.175049
	Iteration 27Q: 3 clusters Score -4868480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -4868501.500000 Penalty: 3522.175049
	Iteration 28Q: 3 clusters Score -4868502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -4868506.500000 Penalty: 3522.175049
	Iteration 29Q: 3 clusters Score -4868506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -4868523.500000 Penalty: 3522.175049
	Iteration 30Q: 3 clusters Score -4868524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -4868520.500000 Penalty: 3522.175049
	Iteration 31Q: 3 clusters Score -4868520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -4868521.000000 Penalty: 3522.175049
	Iteration 32Q: 3 clusters Score -4868521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -4868527.500000 Penalty: 3522.175049
	Iteration 33Q: 3 clusters Score -4868528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -4868524.500000 Penalty: 3522.175049
	Iteration 34Q: 3 clusters Score -4868524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -4868525.000000 Penalty: 3522.175049
	Iteration 35Q: 3 clusters Score -4868525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -4868527.000000 Penalty: 3522.175049
	Iteration 36Q: 3 clusters Score -4868527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -4868535.000000 Penalty: 3522.175049
	Iteration 37Q: 3 clusters Score -4868535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -4868536.000000 Penalty: 3522.175049
	Iteration 38Q: 3 clusters Score -4868536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -4868534.000000 Penalty: 3522.175049
	Iteration 39Q: 3 clusters Score -4868534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -4868536.000000 Penalty: 3522.175049
	Iteration 40F: 3 clusters Score -4868536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -4868533.500000 Penalty: 3522.175049
	Iteration 41Q: 3 clusters Score -4868534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -4868534.500000 Penalty: 3522.175049
	Iteration 42Q: 3 clusters Score -4868534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -4868533.500000 Penalty: 3522.175049
	Iteration 43Q: 3 clusters Score -4868534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -4868537.500000 Penalty: 3522.175049
	Iteration 44Q: 3 clusters Score -4868538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -4868541.000000 Penalty: 3522.175049
	Iteration 45Q: 3 clusters Score -4868541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -4868537.500000 Penalty: 3522.175049
	Iteration 46Q: 3 clusters Score -4868538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -4868540.000000 Penalty: 3522.175049
	Iteration 47Q: 3 clusters Score -4868540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -4868542.000000 Penalty: 3522.175049
	Iteration 48Q: 3 clusters Score -4868542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -4868539.000000 Penalty: 3522.175049
	Iteration 49Q: 3 clusters Score -4868539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -4868545.000000 Penalty: 3522.175049
	Iteration 50Q: 3 clusters Score -4868545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -4868540.500000 Penalty: 3522.175049
	Iteration 51Q: 3 clusters Score -4868540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -4868542.500000 Penalty: 3522.175049
	Iteration 52Q: 3 clusters Score -4868542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -4868548.500000 Penalty: 3522.175049
	Iteration 53Q: 3 clusters Score -4868548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -4868542.000000 Penalty: 3522.175049
	Iteration 54Q: 3 clusters Score -4868542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -4868541.500000 Penalty: 3522.175049
	Iteration 55Q: 3 clusters Score -4868542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -4868543.500000 Penalty: 3522.175049
	Iteration 56Q: 3 clusters Score -4868544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -4868543.000000 Penalty: 3522.175049
	Iteration 57Q: 3 clusters Score -4868543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -4868539.500000 Penalty: 3522.175049
	Iteration 58Q: 3 clusters Score -4868540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -4868539.500000 Penalty: 3522.175049
	Iteration 59F: 3 clusters Score -4868540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Entering Unmasked Estep 
Score: -559805.562500 Penalty: 1416.490356
	Iteration 0F: 2 clusters Score -559805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -555108.875000 Penalty: 2832.980713
	Iteration 0F: 3 clusters Score -555108.9 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -556658.250000 Penalty: 2832.980713
	Iteration 1F: 3 clusters Score -556658.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -556964.375000 Penalty: 2832.980713
	Iteration 2F: 3 clusters Score -556964.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -557268.062500 Penalty: 2832.980713
	Iteration 3F: 3 clusters Score -557268.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -557763.250000 Penalty: 2832.980713
	Iteration 4F: 3 clusters Score -557763.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -558441.625000 Penalty: 2832.980713
	Iteration 5F: 3 clusters Score -558441.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -559114.500000 Penalty: 2832.980713
	Iteration 6F: 3 clusters Score -559114.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -559619.375000 Penalty: 2832.980713
	Iteration 7F: 3 clusters Score -559619.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -559967.937500 Penalty: 2832.980713
	Iteration 8F: 3 clusters Score -559967.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -560151.000000 Penalty: 2832.980713
	Iteration 9Q: 3 clusters Score -560151 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -560260.000000 Penalty: 2832.980713
	Iteration 10Q: 3 clusters Score -560260 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -560330.500000 Penalty: 2832.980713
	Iteration 11Q: 3 clusters Score -560330.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -560386.375000 Penalty: 2832.980713
	Iteration 12Q: 3 clusters Score -560386.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -560416.125000 Penalty: 2832.980713
	Iteration 13Q: 3 clusters Score -560416.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -560437.687500 Penalty: 2832.980713
	Iteration 14Q: 3 clusters Score -560437.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -560449.437500 Penalty: 2832.980713
	Iteration 15Q: 3 clusters Score -560449.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -560457.750000 Penalty: 2832.980713
	Iteration 16Q: 3 clusters Score -560457.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -560462.062500 Penalty: 2832.980713
	Iteration 17Q: 3 clusters Score -560462.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -560464.875000 Penalty: 2832.980713
	Iteration 18Q: 3 clusters Score -560464.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -560465.500000 Penalty: 2832.980713
	Iteration 19Q: 3 clusters Score -560465.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -560466.250000 Penalty: 2832.980713
	Iteration 20F: 3 clusters Score -560466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -560467.937500 Penalty: 2832.980713
	Iteration 21Q: 3 clusters Score -560467.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -560469.312500 Penalty: 2832.980713
	Iteration 22Q: 3 clusters Score -560469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -560472.187500 Penalty: 2832.980713
	Iteration 23Q: 3 clusters Score -560472.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -560475.125000 Penalty: 2832.980713
	Iteration 24Q: 3 clusters Score -560475.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -560481.125000 Penalty: 2832.980713
	Iteration 25Q: 3 clusters Score -560481.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -560489.562500 Penalty: 2832.980713
	Iteration 26Q: 3 clusters Score -560489.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -560497.562500 Penalty: 2832.980713
	Iteration 27Q: 3 clusters Score -560497.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -560515.812500 Penalty: 2832.980713
	Iteration 28Q: 3 clusters Score -560515.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -560534.625000 Penalty: 2832.980713
	Iteration 29Q: 3 clusters Score -560534.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -560557.437500 Penalty: 2832.980713
	Iteration 30Q: 3 clusters Score -560557.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -560591.125000 Penalty: 2832.980713
	Iteration 31Q: 3 clusters Score -560591.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -560641.437500 Penalty: 2832.980713
	Iteration 32Q: 3 clusters Score -560641.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -560696.375000 Penalty: 2832.980713
	Iteration 33Q: 3 clusters Score -560696.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -560768.750000 Penalty: 2832.980713
	Iteration 34Q: 3 clusters Score -560768.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -560858.500000 Penalty: 2832.980713
	Iteration 35Q: 3 clusters Score -560858.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -560919.437500 Penalty: 2832.980713
	Iteration 36Q: 3 clusters Score -560919.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -560951.125000 Penalty: 2832.980713
	Iteration 37Q: 3 clusters Score -560951.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -560971.000000 Penalty: 2832.980713
	Iteration 38Q: 3 clusters Score -560971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -560988.687500 Penalty: 2832.980713
	Iteration 39Q: 3 clusters Score -560988.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -560995.812500 Penalty: 2832.980713
	Iteration 40F: 3 clusters Score -560995.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -561003.125000 Penalty: 2832.980713
	Iteration 41Q: 3 clusters Score -561003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -561007.125000 Penalty: 2832.980713
	Iteration 42Q: 3 clusters Score -561007.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -561010.750000 Penalty: 2832.980713
	Iteration 43Q: 3 clusters Score -561010.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -561011.187500 Penalty: 2832.980713
	Iteration 44Q: 3 clusters Score -561011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -561011.687500 Penalty: 2832.980713
	Iteration 45Q: 3 clusters Score -561011.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -561012.812500 Penalty: 2832.980713
	Iteration 46Q: 3 clusters Score -561012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -561011.937500 Penalty: 2832.980713
	Iteration 47Q: 3 clusters Score -561011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -561011.937500 Penalty: 2832.980713
	Iteration 48F: 3 clusters Score -561011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1870 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 149064 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 11 contains 38278 members 
Mstep: Class 12 contains 11324 members 
Mstep: Class 13 contains 7415 members 
Mstep: Class 14 contains 116389 members 
Mstep: Class 15 contains 50892 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 26062 members 
Mstep: Class 19 contains 14097 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 104498 members 
Mstep: Class 22 contains 2361 members 
Entering Unmasked Estep 
Score: -52376980.000000 Penalty: 38754.078125
Splitting cluster 17 changes total score from -52373628.000000 to -52376980.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 18 (26062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Entering Unmasked Estep 
Score: -2478109.000000 Penalty: 1652.338013
	Iteration 0F: 2 clusters Score -2478109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2460531.750000 Penalty: 3304.676025
	Iteration 0F: 3 clusters Score -2460532 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2467047.500000 Penalty: 3304.676025
	Iteration 1F: 3 clusters Score -2467048 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2467498.750000 Penalty: 3304.676025
	Iteration 2Q: 3 clusters Score -2467499 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2467953.500000 Penalty: 3304.676025
	Iteration 3Q: 3 clusters Score -2467954 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2468472.250000 Penalty: 3304.676025
	Iteration 4Q: 3 clusters Score -2468472 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2469080.750000 Penalty: 3304.676025
	Iteration 5Q: 3 clusters Score -2469081 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2469863.000000 Penalty: 3304.676025
	Iteration 6F: 3 clusters Score -2469863 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2470774.500000 Penalty: 3304.676025
	Iteration 7F: 3 clusters Score -2470774 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2471678.000000 Penalty: 3304.676025
	Iteration 8F: 3 clusters Score -2471678 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2472428.500000 Penalty: 3304.676025
	Iteration 9Q: 3 clusters Score -2472428 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2473024.500000 Penalty: 3304.676025
	Iteration 10Q: 3 clusters Score -2473024 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2473445.500000 Penalty: 3304.676025
	Iteration 11Q: 3 clusters Score -2473446 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2473731.500000 Penalty: 3304.676025
	Iteration 12Q: 3 clusters Score -2473732 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2474006.750000 Penalty: 3304.676025
	Iteration 13Q: 3 clusters Score -2474007 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2474333.250000 Penalty: 3304.676025
	Iteration 14Q: 3 clusters Score -2474333 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2474703.750000 Penalty: 3304.676025
	Iteration 15Q: 3 clusters Score -2474704 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2475117.250000 Penalty: 3304.676025
	Iteration 16Q: 3 clusters Score -2475117 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2475495.250000 Penalty: 3304.676025
	Iteration 17Q: 3 clusters Score -2475495 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2475845.000000 Penalty: 3304.676025
	Iteration 18Q: 3 clusters Score -2475845 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2476179.250000 Penalty: 3304.676025
	Iteration 19Q: 3 clusters Score -2476179 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2476445.000000 Penalty: 3304.676025
	Iteration 20F: 3 clusters Score -2476445 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2476625.000000 Penalty: 3304.676025
	Iteration 21Q: 3 clusters Score -2476625 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2476726.000000 Penalty: 3304.676025
	Iteration 22Q: 3 clusters Score -2476726 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2476780.750000 Penalty: 3304.676025
	Iteration 23Q: 3 clusters Score -2476781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2476819.500000 Penalty: 3304.676025
	Iteration 24Q: 3 clusters Score -2476820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2476844.000000 Penalty: 3304.676025
	Iteration 25Q: 3 clusters Score -2476844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2476847.750000 Penalty: 3304.676025
	Iteration 26Q: 3 clusters Score -2476848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2476860.250000 Penalty: 3304.676025
	Iteration 27Q: 3 clusters Score -2476860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2476867.000000 Penalty: 3304.676025
	Iteration 28Q: 3 clusters Score -2476867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2476871.500000 Penalty: 3304.676025
	Iteration 29Q: 3 clusters Score -2476872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2476876.000000 Penalty: 3304.676025
	Iteration 30Q: 3 clusters Score -2476876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2476878.750000 Penalty: 3304.676025
	Iteration 31Q: 3 clusters Score -2476879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2476880.000000 Penalty: 3304.676025
	Iteration 32Q: 3 clusters Score -2476880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2476881.500000 Penalty: 3304.676025
	Iteration 33Q: 3 clusters Score -2476882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2476882.750000 Penalty: 3304.676025
	Iteration 34Q: 3 clusters Score -2476883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2476890.250000 Penalty: 3304.676025
	Iteration 35Q: 3 clusters Score -2476890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2476892.500000 Penalty: 3304.676025
	Iteration 36Q: 3 clusters Score -2476892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2476896.000000 Penalty: 3304.676025
	Iteration 37Q: 3 clusters Score -2476896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2476897.750000 Penalty: 3304.676025
	Iteration 38Q: 3 clusters Score -2476898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2476898.250000 Penalty: 3304.676025
	Iteration 39Q: 3 clusters Score -2476898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2476902.500000 Penalty: 3304.676025
	Iteration 40F: 3 clusters Score -2476902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2476900.000000 Penalty: 3304.676025
	Iteration 41Q: 3 clusters Score -2476900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2476907.250000 Penalty: 3304.676025
	Iteration 42Q: 3 clusters Score -2476907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2476909.000000 Penalty: 3304.676025
	Iteration 43Q: 3 clusters Score -2476909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2476909.750000 Penalty: 3304.676025
	Iteration 44Q: 3 clusters Score -2476910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2476909.750000 Penalty: 3304.676025
	Iteration 45Q: 3 clusters Score -2476910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2476909.750000 Penalty: 3304.676025
	Iteration 46F: 3 clusters Score -2476910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Entering Unmasked Estep 
Score: -1237957.250000 Penalty: 1552.479126
	Iteration 0F: 2 clusters Score -1237957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1228179.000000 Penalty: 3104.958252
	Iteration 0F: 3 clusters Score -1228179 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1231701.125000 Penalty: 3104.958252
	Iteration 1F: 3 clusters Score -1231701 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1232128.000000 Penalty: 3104.958252
	Iteration 2F: 3 clusters Score -1232128 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1232547.000000 Penalty: 3104.958252
	Iteration 3F: 3 clusters Score -1232547 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1233002.750000 Penalty: 3104.958252
	Iteration 4F: 3 clusters Score -1233003 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1233524.625000 Penalty: 3104.958252
	Iteration 5F: 3 clusters Score -1233525 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1234097.500000 Penalty: 3104.958252
	Iteration 6F: 3 clusters Score -1234098 nChanged 766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1234638 nChanged 714
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1235079 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1235388 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1235584 nChanged 342
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Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1235726 nChanged 283
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Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1235841 nChanged 261
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Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1235942 nChanged 246
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1236096 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1236154 nChanged 167
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Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1236202 nChanged 160
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Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1236249 nChanged 141
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Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1236282 nChanged 106
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Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1236298 nChanged 91
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Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1236321 nChanged 84
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Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1236338 nChanged 75
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Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1236353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1236366 nChanged 80
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Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1236384 nChanged 71
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Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1236397 nChanged 78
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Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1236411 nChanged 63
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Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1236423 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1236442 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1236452 nChanged 49
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Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1236460 nChanged 54
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Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1236469 nChanged 45
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Mstep: Class 1 contains 7081 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1236475 nChanged 38
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Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6982 members 
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	Iteration 34Q: 3 clusters Score -1236479 nChanged 35
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	Iteration 35Q: 3 clusters Score -1236487 nChanged 26
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Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 6923 members 
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	Iteration 36Q: 3 clusters Score -1236490 nChanged 22
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Mstep: Class 1 contains 7194 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1236493 nChanged 19
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Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6884 members 
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	Iteration 38Q: 3 clusters Score -1236495 nChanged 16
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Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 6868 members 
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	Iteration 39Q: 3 clusters Score -1236498 nChanged 16
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Mstep: Class 1 contains 7245 members 
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	Iteration 40F: 3 clusters Score -1236500 nChanged 15
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Mstep: Class 1 contains 7260 members 
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	Iteration 41Q: 3 clusters Score -1236501 nChanged 14
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Mstep: Class 1 contains 7272 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1236502 nChanged 23
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	Iteration 43Q: 3 clusters Score -1236503 nChanged 20
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	Iteration 44Q: 3 clusters Score -1236503 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7332 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1236506 nChanged 20
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Mstep: Class 1 contains 7352 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1236510 nChanged 30
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Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1236514 nChanged 36
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Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1236520 nChanged 34
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Mstep: Class 1 contains 7450 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1236525 nChanged 39
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Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1236531 nChanged 32
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Mstep: Class 1 contains 7517 members 
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	Iteration 51Q: 3 clusters Score -1236534 nChanged 32
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Mstep: Class 1 contains 7545 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1236539 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7576 members 
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	Iteration 53Q: 3 clusters Score -1236546 nChanged 39
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Mstep: Class 1 contains 7615 members 
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	Iteration 54Q: 3 clusters Score -1236553 nChanged 42
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Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 6440 members 
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	Iteration 55Q: 3 clusters Score -1236555 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7685 members 
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	Iteration 56Q: 3 clusters Score -1236564 nChanged 45
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Mstep: Class 1 contains 7726 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1236570 nChanged 39
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Mstep: Class 1 contains 7765 members 
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	Iteration 58Q: 3 clusters Score -1236580 nChanged 34
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Mstep: Class 1 contains 7799 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1236583 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7836 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1236592 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6224 members 
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	Iteration 61Q: 3 clusters Score -1236596 nChanged 36
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Mstep: Class 1 contains 7907 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1236600 nChanged 41
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Mstep: Class 1 contains 7948 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1236609 nChanged 41
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Mstep: Class 1 contains 7989 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1236617 nChanged 27
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Mstep: Class 1 contains 8016 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1236615 nChanged 33
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Mstep: Class 1 contains 8049 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1236624 nChanged 39
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Mstep: Class 1 contains 8086 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1236626 nChanged 41
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Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1236632 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1236641 nChanged 37
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Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1236647 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1236653 nChanged 24
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Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1236655 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1236660 nChanged 40
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Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1236663 nChanged 47
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Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1236671 nChanged 40
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Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1236672 nChanged 37
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Mstep: Class 1 contains 8438 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1236681 nChanged 42
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Mstep: Class 1 contains 8480 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1236692 nChanged 40
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Mstep: Class 1 contains 8520 members 
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	Iteration 79Q: 3 clusters Score -1236698 nChanged 47
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Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1236711 nChanged 59
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Mstep: Class 1 contains 8620 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1236725 nChanged 71
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Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1236746 nChanged 80
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Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 5330 members 
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	Iteration 83Q: 3 clusters Score -1236769 nChanged 78
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Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1236789 nChanged 82
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Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1236812 nChanged 76
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	Iteration 86Q: 3 clusters Score -1236838 nChanged 75
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Mstep: Class 1 contains 9044 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1236851 nChanged 53
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Mstep: Class 1 contains 9095 members 
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	Iteration 88Q: 3 clusters Score -1236863 nChanged 61
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Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1236875 nChanged 66
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Mstep: Class 1 contains 9214 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1236886 nChanged 61
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Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1236903 nChanged 61
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Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1236911 nChanged 52
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Mstep: Class 1 contains 9378 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1236922 nChanged 46
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Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 4675 members 
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	Iteration 94Q: 3 clusters Score -1236932 nChanged 54
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	Iteration 95Q: 3 clusters Score -1236945 nChanged 47
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	Iteration 96Q: 3 clusters Score -1236949 nChanged 57
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1236964 nChanged 58
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Mstep: Class 1 contains 9622 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1236975 nChanged 60
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Mstep: Class 1 contains 9676 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1236989 nChanged 51
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Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1236995.750000 Penalty: 3104.958252
	Iteration 100F: 3 clusters Score -1236996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1237008.125000 Penalty: 3104.958252
	Iteration 101Q: 3 clusters Score -1237008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1237015.250000 Penalty: 3104.958252
	Iteration 102Q: 3 clusters Score -1237015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1237025.125000 Penalty: 3104.958252
	Iteration 103Q: 3 clusters Score -1237025 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1237033.250000 Penalty: 3104.958252
	Iteration 104Q: 3 clusters Score -1237033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1237040.375000 Penalty: 3104.958252
	Iteration 105Q: 3 clusters Score -1237040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1237044.375000 Penalty: 3104.958252
	Iteration 106Q: 3 clusters Score -1237044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1237049.875000 Penalty: 3104.958252
	Iteration 107Q: 3 clusters Score -1237050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1237052.000000 Penalty: 3104.958252
	Iteration 108Q: 3 clusters Score -1237052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1237059.125000 Penalty: 3104.958252
	Iteration 109Q: 3 clusters Score -1237059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1237064.750000 Penalty: 3104.958252
	Iteration 110Q: 3 clusters Score -1237065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1237068.250000 Penalty: 3104.958252
	Iteration 111Q: 3 clusters Score -1237068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1237073.875000 Penalty: 3104.958252
	Iteration 112Q: 3 clusters Score -1237074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1237083.250000 Penalty: 3104.958252
	Iteration 113Q: 3 clusters Score -1237083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1237095.625000 Penalty: 3104.958252
	Iteration 114Q: 3 clusters Score -1237096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1237107.125000 Penalty: 3104.958252
	Iteration 115Q: 3 clusters Score -1237107 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1237115.500000 Penalty: 3104.958252
	Iteration 116Q: 3 clusters Score -1237116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1237126.500000 Penalty: 3104.958252
	Iteration 117Q: 3 clusters Score -1237126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1237136.875000 Penalty: 3104.958252
	Iteration 118Q: 3 clusters Score -1237137 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1237144.250000 Penalty: 3104.958252
	Iteration 119Q: 3 clusters Score -1237144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1237150.250000 Penalty: 3104.958252
	Iteration 120F: 3 clusters Score -1237150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1237152.250000 Penalty: 3104.958252
	Iteration 121Q: 3 clusters Score -1237152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1237159.375000 Penalty: 3104.958252
	Iteration 122Q: 3 clusters Score -1237159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1237163.000000 Penalty: 3104.958252
	Iteration 123Q: 3 clusters Score -1237163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1237167.250000 Penalty: 3104.958252
	Iteration 124Q: 3 clusters Score -1237167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1237170.500000 Penalty: 3104.958252
	Iteration 125Q: 3 clusters Score -1237170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1237177.250000 Penalty: 3104.958252
	Iteration 126Q: 3 clusters Score -1237177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1237179.750000 Penalty: 3104.958252
	Iteration 127Q: 3 clusters Score -1237180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1237177.750000 Penalty: 3104.958252
	Iteration 128Q: 3 clusters Score -1237178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1237181.250000 Penalty: 3104.958252
	Iteration 129Q: 3 clusters Score -1237181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1237185.125000 Penalty: 3104.958252
	Iteration 130Q: 3 clusters Score -1237185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1237184.125000 Penalty: 3104.958252
	Iteration 131Q: 3 clusters Score -1237184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1237183.625000 Penalty: 3104.958252
	Iteration 132Q: 3 clusters Score -1237184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1237184.375000 Penalty: 3104.958252
	Iteration 133Q: 3 clusters Score -1237184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1237182.500000 Penalty: 3104.958252
	Iteration 134Q: 3 clusters Score -1237182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1237184.250000 Penalty: 3104.958252
	Iteration 135Q: 3 clusters Score -1237184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1237187.625000 Penalty: 3104.958252
	Iteration 136Q: 3 clusters Score -1237188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1237189.125000 Penalty: 3104.958252
	Iteration 137Q: 3 clusters Score -1237189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1237188.125000 Penalty: 3104.958252
	Iteration 138Q: 3 clusters Score -1237188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1237188.250000 Penalty: 3104.958252
	Iteration 139Q: 3 clusters Score -1237188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1237187.750000 Penalty: 3104.958252
	Iteration 140F: 3 clusters Score -1237188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1237186.375000 Penalty: 3104.958252
	Iteration 141Q: 3 clusters Score -1237186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1237189.250000 Penalty: 3104.958252
	Iteration 142Q: 3 clusters Score -1237189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1237188.625000 Penalty: 3104.958252
	Iteration 143Q: 3 clusters Score -1237189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1237189.250000 Penalty: 3104.958252
	Iteration 144Q: 3 clusters Score -1237189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1237189.750000 Penalty: 3104.958252
	Iteration 145Q: 3 clusters Score -1237190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1237187.750000 Penalty: 3104.958252
	Iteration 146Q: 3 clusters Score -1237188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1237188.375000 Penalty: 3104.958252
	Iteration 147Q: 3 clusters Score -1237188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1237189.375000 Penalty: 3104.958252
	Iteration 148Q: 3 clusters Score -1237189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1237189.375000 Penalty: 3104.958252
	Iteration 149F: 3 clusters Score -1237189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Entering Unmasked Estep 
Score: -140373.062500 Penalty: 1205.746704
	Iteration 0F: 2 clusters Score -140373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -138543.765625 Penalty: 2411.493408
	Iteration 0F: 3 clusters Score -138543.8 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -139251.687500 Penalty: 2411.493408
	Iteration 1F: 3 clusters Score -139251.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -139675.796875 Penalty: 2411.493408
	Iteration 2F: 3 clusters Score -139675.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -139948.531250 Penalty: 2411.493408
	Iteration 3F: 3 clusters Score -139948.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -140155.281250 Penalty: 2411.493408
	Iteration 4F: 3 clusters Score -140155.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -140292.546875 Penalty: 2411.493408
	Iteration 5Q: 3 clusters Score -140292.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -140360.125000 Penalty: 2411.493408
	Iteration 6Q: 3 clusters Score -140360.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -140390.171875 Penalty: 2411.493408
	Iteration 7Q: 3 clusters Score -140390.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -140410.593750 Penalty: 2411.493408
	Iteration 8Q: 3 clusters Score -140410.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -140419.406250 Penalty: 2411.493408
	Iteration 9Q: 3 clusters Score -140419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -140433.921875 Penalty: 2411.493408
	Iteration 10Q: 3 clusters Score -140433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -140450.109375 Penalty: 2411.493408
	Iteration 11Q: 3 clusters Score -140450.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -140473.921875 Penalty: 2411.493408
	Iteration 12Q: 3 clusters Score -140473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -140488.859375 Penalty: 2411.493408
	Iteration 13Q: 3 clusters Score -140488.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -140499.375000 Penalty: 2411.493408
	Iteration 14Q: 3 clusters Score -140499.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -140509.890625 Penalty: 2411.493408
	Iteration 15Q: 3 clusters Score -140509.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -140534.484375 Penalty: 2411.493408
	Iteration 16Q: 3 clusters Score -140534.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -140544.796875 Penalty: 2411.493408
	Iteration 17Q: 3 clusters Score -140544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -140555.734375 Penalty: 2411.493408
	Iteration 18Q: 3 clusters Score -140555.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -140558.015625 Penalty: 2411.493408
	Iteration 19Q: 3 clusters Score -140558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -140558.281250 Penalty: 2411.493408
	Iteration 20F: 3 clusters Score -140558.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1870 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 149064 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 11 contains 38278 members 
Mstep: Class 12 contains 11324 members 
Mstep: Class 13 contains 7415 members 
Mstep: Class 14 contains 116389 members 
Mstep: Class 15 contains 50892 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 26062 members 
Mstep: Class 19 contains 14097 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 104498 members 
Mstep: Class 22 contains 2361 members 
Entering Unmasked Estep 
Score: -52376256.000000 Penalty: 40907.082031
Splitting cluster 20 changes total score from -52373628.000000 to -52376256.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 21 (104498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104498 members 
Entering Unmasked Estep 
Score: -9811856.000000 Penalty: 1878.000000
	Iteration 0F: 2 clusters Score -9811856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -9742157.000000 Penalty: 3756.000000
	Iteration 0F: 3 clusters Score -9742157 nChanged 49932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -9770873.000000 Penalty: 3756.000000
	Iteration 1F: 3 clusters Score -9770873 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -9771691.000000 Penalty: 3756.000000
	Iteration 2Q: 3 clusters Score -9771691 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -9772479.000000 Penalty: 3756.000000
	Iteration 3Q: 3 clusters Score -9772479 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 59120 members 
Entering Unmasked Estep 
Score: -9773652.000000 Penalty: 3756.000000
	Iteration 4Q: 3 clusters Score -9773652 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -9775786.000000 Penalty: 3756.000000
	Iteration 5Q: 3 clusters Score -9775786 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 68754 members 
Entering Unmasked Estep 
Score: -9779743.000000 Penalty: 3756.000000
	Iteration 6F: 3 clusters Score -9779743 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 76350 members 
Entering Unmasked Estep 
Score: -9785925.000000 Penalty: 3756.000000
	Iteration 7F: 3 clusters Score -9785925 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 84907 members 
Entering Unmasked Estep 
Score: -9793688.000000 Penalty: 3756.000000
	Iteration 8F: 3 clusters Score -9793688 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 92545 members 
Entering Unmasked Estep 
Score: -9801188.000000 Penalty: 3756.000000
	Iteration 9F: 3 clusters Score -9801188 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -9805880.000000 Penalty: 3756.000000
	Iteration 10F: 3 clusters Score -9805880 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 100532 members 
Entering Unmasked Estep 
Score: -9808077.000000 Penalty: 3756.000000
	Iteration 11Q: 3 clusters Score -9808077 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 102007 members 
Entering Unmasked Estep 
Score: -9809205.000000 Penalty: 3756.000000
	Iteration 12Q: 3 clusters Score -9809205 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 102780 members 
Entering Unmasked Estep 
Score: -9809673.000000 Penalty: 3756.000000
	Iteration 13Q: 3 clusters Score -9809673 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 103266 members 
Entering Unmasked Estep 
Score: -9809994.000000 Penalty: 3756.000000
	Iteration 14Q: 3 clusters Score -9809994 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -9810232.000000 Penalty: 3756.000000
	Iteration 15Q: 3 clusters Score -9810232 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 103702 members 
Entering Unmasked Estep 
Score: -9810344.000000 Penalty: 3756.000000
	Iteration 16Q: 3 clusters Score -9810344 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 103802 members 
Entering Unmasked Estep 
Score: -9810466.000000 Penalty: 3756.000000
	Iteration 17Q: 3 clusters Score -9810466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -9810524.000000 Penalty: 3756.000000
	Iteration 18Q: 3 clusters Score -9810524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 103916 members 
Entering Unmasked Estep 
Score: -9810548.000000 Penalty: 3756.000000
	Iteration 19Q: 3 clusters Score -9810548 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 103937 members 
Entering Unmasked Estep 
Score: -9810593.000000 Penalty: 3756.000000
	Iteration 20F: 3 clusters Score -9810593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 103955 members 
Entering Unmasked Estep 
Score: -9810607.000000 Penalty: 3756.000000
	Iteration 21Q: 3 clusters Score -9810607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 103968 members 
Entering Unmasked Estep 
Score: -9810619.000000 Penalty: 3756.000000
	Iteration 22Q: 3 clusters Score -9810619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 103987 members 
Entering Unmasked Estep 
Score: -9810624.000000 Penalty: 3756.000000
	Iteration 23Q: 3 clusters Score -9810624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 103999 members 
Entering Unmasked Estep 
Score: -9810634.000000 Penalty: 3756.000000
	Iteration 24Q: 3 clusters Score -9810634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 104004 members 
Entering Unmasked Estep 
Score: -9810660.000000 Penalty: 3756.000000
	Iteration 25Q: 3 clusters Score -9810660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 104007 members 
Entering Unmasked Estep 
Score: -9810663.000000 Penalty: 3756.000000
	Iteration 26Q: 3 clusters Score -9810663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 104009 members 
Entering Unmasked Estep 
Score: -9810685.000000 Penalty: 3756.000000
	Iteration 27Q: 3 clusters Score -9810685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 104008 members 
Entering Unmasked Estep 
Score: -9810673.000000 Penalty: 3756.000000
	Iteration 28Q: 3 clusters Score -9810673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 104011 members 
Entering Unmasked Estep 
Score: -9810682.000000 Penalty: 3756.000000
	Iteration 29Q: 3 clusters Score -9810682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 104016 members 
Entering Unmasked Estep 
Score: -9810697.000000 Penalty: 3756.000000
	Iteration 30Q: 3 clusters Score -9810697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 104017 members 
Entering Unmasked Estep 
Score: -9810715.000000 Penalty: 3756.000000
	Iteration 31Q: 3 clusters Score -9810715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 104021 members 
Entering Unmasked Estep 
Score: -9810714.000000 Penalty: 3756.000000
	Iteration 32Q: 3 clusters Score -9810714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -9810723.000000 Penalty: 3756.000000
	Iteration 33Q: 3 clusters Score -9810723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 104027 members 
Entering Unmasked Estep 
Score: -9810724.000000 Penalty: 3756.000000
	Iteration 34Q: 3 clusters Score -9810724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -9810721.000000 Penalty: 3756.000000
	Iteration 35Q: 3 clusters Score -9810721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -9810721.000000 Penalty: 3756.000000
	Iteration 36Q: 3 clusters Score -9810721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 104028 members 
Entering Unmasked Estep 
Score: -9810721.000000 Penalty: 3756.000000
	Iteration 37F: 3 clusters Score -9810721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Entering Unmasked Estep 
Score: -200678.343750 Penalty: 1262.111572
	Iteration 0F: 2 clusters Score -200678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -198341.703125 Penalty: 2524.223145
	Iteration 0F: 3 clusters Score -198341.7 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -198860.796875 Penalty: 2524.223145
	Iteration 1F: 3 clusters Score -198860.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -198980.281250 Penalty: 2524.223145
	Iteration 2F: 3 clusters Score -198980.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -199079.781250 Penalty: 2524.223145
	Iteration 3F: 3 clusters Score -199079.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -199152.906250 Penalty: 2524.223145
	Iteration 4Q: 3 clusters Score -199152.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -199227.546875 Penalty: 2524.223145
	Iteration 5Q: 3 clusters Score -199227.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -199284.343750 Penalty: 2524.223145
	Iteration 6Q: 3 clusters Score -199284.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -199350.625000 Penalty: 2524.223145
	Iteration 7Q: 3 clusters Score -199350.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -199425.578125 Penalty: 2524.223145
	Iteration 8Q: 3 clusters Score -199425.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -199531.921875 Penalty: 2524.223145
	Iteration 9Q: 3 clusters Score -199531.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -199720.031250 Penalty: 2524.223145
	Iteration 10Q: 3 clusters Score -199720 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -199969.453125 Penalty: 2524.223145
	Iteration 11F: 3 clusters Score -199969.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -200271.453125 Penalty: 2524.223145
	Iteration 12F: 3 clusters Score -200271.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -200478.406250 Penalty: 2524.223145
	Iteration 13F: 3 clusters Score -200478.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -200610.468750 Penalty: 2524.223145
	Iteration 14Q: 3 clusters Score -200610.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -200745.468750 Penalty: 2524.223145
	Iteration 15Q: 3 clusters Score -200745.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -200814.000000 Penalty: 2524.223145
	Iteration 16Q: 3 clusters Score -200814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -200842.375000 Penalty: 2524.223145
	Iteration 17Q: 3 clusters Score -200842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -200846.593750 Penalty: 2524.223145
	Iteration 18Q: 3 clusters Score -200846.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -200849.000000 Penalty: 2524.223145
	Iteration 19Q: 3 clusters Score -200849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -200848.984375 Penalty: 2524.223145
	Iteration 20F: 3 clusters Score -200849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 1870 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 885 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 149064 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 11 contains 38278 members 
Mstep: Class 12 contains 11324 members 
Mstep: Class 13 contains 7415 members 
Mstep: Class 14 contains 116389 members 
Mstep: Class 15 contains 50892 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 26062 members 
Mstep: Class 19 contains 14097 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 104498 members 
Mstep: Class 22 contains 1906 members 
Entering Unmasked Estep 
Score: -52375480.000000 Penalty: 43060.085938
Splitting cluster 22 changes total score from -52373628.000000 to -52375480.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 5 contains 6417 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 149064 members 
Mstep: Class 9 contains 2856 members 
Mstep: Class 11 contains 38278 members 
Mstep: Class 12 contains 11324 members 
Mstep: Class 13 contains 7415 members 
Mstep: Class 14 contains 116389 members 
Mstep: Class 15 contains 50892 members 
Mstep: Class 17 contains 4235 members 
Mstep: Class 18 contains 26062 members 
Mstep: Class 19 contains 14097 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 104498 members 
Mstep: Class 22 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52376576.000000 Penalty: 43060.085938
Iteration 39Q: 21 clusters Score -5.237658e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1833 members 
Mstep: Class 3 contains 3823 members 
Mstep: Class 4 contains 808 members 
Mstep: Class 5 contains 6341 members 
Mstep: Class 6 contains 3928 members 
Mstep: Class 7 contains 149142 members 
Mstep: Class 8 contains 445 members 
Mstep: Class 9 contains 2876 members 
Mstep: Class 11 contains 38271 members 
Mstep: Class 12 contains 11351 members 
Mstep: Class 13 contains 7468 members 
Mstep: Class 14 contains 116278 members 
Mstep: Class 15 contains 50893 members 
Mstep: Class 17 contains 4516 members 
Mstep: Class 18 contains 26020 members 
Mstep: Class 19 contains 13976 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 104395 members 
Mstep: Class 22 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52378000.000000 Penalty: 43060.085938
Iteration 40F: 21 clusters Score -5.2378e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1928 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 3933 members 
Mstep: Class 7 contains 149200 members 
Mstep: Class 8 contains 539 members 
Mstep: Class 9 contains 2866 members 
Mstep: Class 11 contains 38249 members 
Mstep: Class 12 contains 11261 members 
Mstep: Class 13 contains 7426 members 
Mstep: Class 14 contains 115879 members 
Mstep: Class 15 contains 50884 members 
Mstep: Class 17 contains 4731 members 
Mstep: Class 18 contains 25945 members 
Mstep: Class 19 contains 13842 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 104325 members 
Mstep: Class 22 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52378736.000000 Penalty: 43060.085938
Iteration 41Q: 21 clusters Score -5.237874e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 2003 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 6233 members 
Mstep: Class 6 contains 3940 members 
Mstep: Class 7 contains 149275 members 
Mstep: Class 8 contains 595 members 
Mstep: Class 9 contains 2861 members 
Mstep: Class 11 contains 38236 members 
Mstep: Class 12 contains 11222 members 
Mstep: Class 13 contains 7408 members 
Mstep: Class 14 contains 115555 members 
Mstep: Class 15 contains 50866 members 
Mstep: Class 17 contains 4883 members 
Mstep: Class 18 contains 25914 members 
Mstep: Class 19 contains 13712 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 104283 members 
Mstep: Class 22 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379044.000000 Penalty: 43060.085938
Iteration 42Q: 21 clusters Score -5.237904e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 2053 members 
Mstep: Class 3 contains 3900 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 149351 members 
Mstep: Class 8 contains 632 members 
Mstep: Class 9 contains 2862 members 
Mstep: Class 11 contains 38224 members 
Mstep: Class 12 contains 11197 members 
Mstep: Class 13 contains 7414 members 
Mstep: Class 14 contains 115289 members 
Mstep: Class 15 contains 50847 members 
Mstep: Class 17 contains 5015 members 
Mstep: Class 18 contains 25900 members 
Mstep: Class 19 contains 13602 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 104262 members 
Mstep: Class 22 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379292.000000 Penalty: 43060.085938
Iteration 43Q: 21 clusters Score -5.237929e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 2098 members 
Mstep: Class 3 contains 3932 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 6144 members 
Mstep: Class 6 contains 3963 members 
Mstep: Class 7 contains 149410 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 2855 members 
Mstep: Class 11 contains 38209 members 
Mstep: Class 12 contains 11181 members 
Mstep: Class 13 contains 7432 members 
Mstep: Class 14 contains 115098 members 
Mstep: Class 15 contains 50826 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 25896 members 
Mstep: Class 19 contains 13505 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 104238 members 
Mstep: Class 22 contains 2554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379412.000000 Penalty: 43060.085938
Iteration 44Q: 21 clusters Score -5.237941e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2138 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 6121 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 149474 members 
Mstep: Class 8 contains 681 members 
Mstep: Class 9 contains 2849 members 
Mstep: Class 11 contains 38204 members 
Mstep: Class 12 contains 11163 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 114945 members 
Mstep: Class 15 contains 50795 members 
Mstep: Class 17 contains 5156 members 
Mstep: Class 18 contains 25909 members 
Mstep: Class 19 contains 13417 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104216 members 
Mstep: Class 22 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379396.000000 Penalty: 43060.085938
Iteration 45Q: 21 clusters Score -5.23794e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2164 members 
Mstep: Class 3 contains 3979 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 6102 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 149535 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 2841 members 
Mstep: Class 11 contains 38194 members 
Mstep: Class 12 contains 11151 members 
Mstep: Class 13 contains 7458 members 
Mstep: Class 14 contains 114843 members 
Mstep: Class 15 contains 50772 members 
Mstep: Class 17 contains 5203 members 
Mstep: Class 18 contains 25906 members 
Mstep: Class 19 contains 13328 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 104197 members 
Mstep: Class 22 contains 2642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379436.000000 Penalty: 43060.085938
Iteration 46Q: 21 clusters Score -5.237944e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 2185 members 
Mstep: Class 3 contains 3993 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 149576 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 2834 members 
Mstep: Class 11 contains 38189 members 
Mstep: Class 12 contains 11132 members 
Mstep: Class 13 contains 7467 members 
Mstep: Class 14 contains 114770 members 
Mstep: Class 15 contains 50743 members 
Mstep: Class 17 contains 5230 members 
Mstep: Class 18 contains 25916 members 
Mstep: Class 19 contains 13250 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 104179 members 
Mstep: Class 22 contains 2696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379376.000000 Penalty: 43060.085938
Iteration 47Q: 21 clusters Score -5.237938e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 2205 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 867 members 
Mstep: Class 5 contains 6055 members 
Mstep: Class 6 contains 4039 members 
Mstep: Class 7 contains 149618 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 11 contains 38184 members 
Mstep: Class 12 contains 11117 members 
Mstep: Class 13 contains 7475 members 
Mstep: Class 14 contains 114716 members 
Mstep: Class 15 contains 50719 members 
Mstep: Class 17 contains 5249 members 
Mstep: Class 18 contains 25930 members 
Mstep: Class 19 contains 13173 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 104163 members 
Mstep: Class 22 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379508.000000 Penalty: 43060.085938
Iteration 48Q: 21 clusters Score -5.237951e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 2220 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 869 members 
Mstep: Class 5 contains 6039 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 149651 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 11 contains 38177 members 
Mstep: Class 12 contains 11111 members 
Mstep: Class 13 contains 7477 members 
Mstep: Class 14 contains 114674 members 
Mstep: Class 15 contains 50710 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 25939 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 104151 members 
Mstep: Class 22 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379536.000000 Penalty: 43060.085938
Iteration 49Q: 21 clusters Score -5.237954e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 870 members 
Mstep: Class 5 contains 6030 members 
Mstep: Class 6 contains 4045 members 
Mstep: Class 7 contains 149675 members 
Mstep: Class 8 contains 769 members 
Mstep: Class 9 contains 2813 members 
Mstep: Class 11 contains 38180 members 
Mstep: Class 12 contains 11105 members 
Mstep: Class 13 contains 7479 members 
Mstep: Class 14 contains 114652 members 
Mstep: Class 15 contains 50693 members 
Mstep: Class 17 contains 5270 members 
Mstep: Class 18 contains 25944 members 
Mstep: Class 19 contains 13049 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 104133 members 
Mstep: Class 22 contains 2837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379624.000000 Penalty: 43060.085938
Iteration 50Q: 21 clusters Score -5.237962e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 2248 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 868 members 
Mstep: Class 5 contains 6017 members 
Mstep: Class 6 contains 4046 members 
Mstep: Class 7 contains 149700 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 11 contains 38179 members 
Mstep: Class 12 contains 11101 members 
Mstep: Class 13 contains 7487 members 
Mstep: Class 14 contains 114621 members 
Mstep: Class 15 contains 50687 members 
Mstep: Class 17 contains 5273 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 12994 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 104116 members 
Mstep: Class 22 contains 2891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379592.000000 Penalty: 43060.085938
Iteration 51Q: 21 clusters Score -5.237959e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 2263 members 
Mstep: Class 3 contains 4055 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 5999 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 149726 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 38180 members 
Mstep: Class 12 contains 11096 members 
Mstep: Class 13 contains 7489 members 
Mstep: Class 14 contains 114600 members 
Mstep: Class 15 contains 50676 members 
Mstep: Class 17 contains 5280 members 
Mstep: Class 18 contains 25946 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 104110 members 
Mstep: Class 22 contains 2938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379644.000000 Penalty: 43060.085938
Iteration 52Q: 21 clusters Score -5.237964e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 4062 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5986 members 
Mstep: Class 6 contains 4053 members 
Mstep: Class 7 contains 149754 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 2799 members 
Mstep: Class 11 contains 38175 members 
Mstep: Class 12 contains 11088 members 
Mstep: Class 13 contains 7486 members 
Mstep: Class 14 contains 114600 members 
Mstep: Class 15 contains 50667 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 25949 members 
Mstep: Class 19 contains 12893 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104099 members 
Mstep: Class 22 contains 2971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379780.000000 Penalty: 43060.085938
Iteration 53Q: 21 clusters Score -5.237978e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 2282 members 
Mstep: Class 3 contains 4067 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 5981 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 149791 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 11 contains 38173 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 7486 members 
Mstep: Class 14 contains 114588 members 
Mstep: Class 15 contains 50659 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 25951 members 
Mstep: Class 19 contains 12829 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104094 members 
Mstep: Class 22 contains 3007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379628.000000 Penalty: 43060.085938
Iteration 54Q: 21 clusters Score -5.237963e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 5977 members 
Mstep: Class 6 contains 4056 members 
Mstep: Class 7 contains 149838 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 2797 members 
Mstep: Class 11 contains 38166 members 
Mstep: Class 12 contains 11083 members 
Mstep: Class 13 contains 7490 members 
Mstep: Class 14 contains 114571 members 
Mstep: Class 15 contains 50653 members 
Mstep: Class 17 contains 5283 members 
Mstep: Class 18 contains 25953 members 
Mstep: Class 19 contains 12761 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 104089 members 
Mstep: Class 22 contains 3037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379708.000000 Penalty: 43060.085938
Iteration 55Q: 21 clusters Score -5.237971e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2298 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 7 contains 149875 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 2791 members 
Mstep: Class 11 contains 38160 members 
Mstep: Class 12 contains 11080 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 14 contains 114560 members 
Mstep: Class 15 contains 50644 members 
Mstep: Class 17 contains 5284 members 
Mstep: Class 18 contains 25955 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104086 members 
Mstep: Class 22 contains 3073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379776.000000 Penalty: 43060.085938
Iteration 56Q: 21 clusters Score -5.237978e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 2305 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 4056 members 
Mstep: Class 7 contains 149918 members 
Mstep: Class 8 contains 828 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 11 contains 38157 members 
Mstep: Class 12 contains 11072 members 
Mstep: Class 13 contains 7495 members 
Mstep: Class 14 contains 114559 members 
Mstep: Class 15 contains 50639 members 
Mstep: Class 17 contains 5283 members 
Mstep: Class 18 contains 25953 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104080 members 
Mstep: Class 22 contains 3110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379672.000000 Penalty: 43060.085938
Iteration 57Q: 21 clusters Score -5.237967e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 149965 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 11 contains 38157 members 
Mstep: Class 12 contains 11073 members 
Mstep: Class 13 contains 7498 members 
Mstep: Class 14 contains 114552 members 
Mstep: Class 15 contains 50632 members 
Mstep: Class 17 contains 5281 members 
Mstep: Class 18 contains 25948 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104075 members 
Mstep: Class 22 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379692.000000 Penalty: 43060.085938
Iteration 58Q: 21 clusters Score -5.237969e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 4053 members 
Mstep: Class 7 contains 150013 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 11 contains 38157 members 
Mstep: Class 12 contains 11071 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 14 contains 114547 members 
Mstep: Class 15 contains 50630 members 
Mstep: Class 17 contains 5280 members 
Mstep: Class 18 contains 25944 members 
Mstep: Class 19 contains 12489 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104066 members 
Mstep: Class 22 contains 3197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379684.000000 Penalty: 43060.085938
Iteration 59Q: 21 clusters Score -5.237968e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2315 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 150067 members 
Mstep: Class 8 contains 839 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38156 members 
Mstep: Class 12 contains 11068 members 
Mstep: Class 13 contains 7500 members 
Mstep: Class 14 contains 114542 members 
Mstep: Class 15 contains 50629 members 
Mstep: Class 17 contains 5283 members 
Mstep: Class 18 contains 25940 members 
Mstep: Class 19 contains 12400 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104061 members 
Mstep: Class 22 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379720.000000 Penalty: 43060.085938
Iteration 60F: 21 clusters Score -5.237972e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2318 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 150115 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38157 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 7501 members 
Mstep: Class 14 contains 114534 members 
Mstep: Class 15 contains 50628 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 25939 members 
Mstep: Class 19 contains 12309 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104053 members 
Mstep: Class 22 contains 3306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379780.000000 Penalty: 43060.085938
Iteration 61Q: 21 clusters Score -5.237978e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 862 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 150174 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38157 members 
Mstep: Class 12 contains 11067 members 
Mstep: Class 13 contains 7503 members 
Mstep: Class 14 contains 114525 members 
Mstep: Class 15 contains 50621 members 
Mstep: Class 17 contains 5280 members 
Mstep: Class 18 contains 25939 members 
Mstep: Class 19 contains 12203 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104047 members 
Mstep: Class 22 contains 3373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379728.000000 Penalty: 43060.085938
Iteration 62Q: 21 clusters Score -5.237973e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 863 members 
Mstep: Class 5 contains 5975 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 150234 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38159 members 
Mstep: Class 12 contains 11063 members 
Mstep: Class 13 contains 7504 members 
Mstep: Class 14 contains 114518 members 
Mstep: Class 15 contains 50615 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 25935 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104044 members 
Mstep: Class 22 contains 3429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379772.000000 Penalty: 43060.085938
Iteration 63Q: 21 clusters Score -5.237977e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 2323 members 
Mstep: Class 3 contains 4071 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5974 members 
Mstep: Class 6 contains 4038 members 
Mstep: Class 7 contains 150285 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38160 members 
Mstep: Class 12 contains 11064 members 
Mstep: Class 13 contains 7506 members 
Mstep: Class 14 contains 114509 members 
Mstep: Class 15 contains 50611 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 25931 members 
Mstep: Class 19 contains 11993 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104041 members 
Mstep: Class 22 contains 3502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379744.000000 Penalty: 43060.085938
Iteration 64Q: 21 clusters Score -5.237974e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 2326 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5973 members 
Mstep: Class 6 contains 4031 members 
Mstep: Class 7 contains 150340 members 
Mstep: Class 8 contains 852 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38158 members 
Mstep: Class 12 contains 11064 members 
Mstep: Class 13 contains 7509 members 
Mstep: Class 14 contains 114505 members 
Mstep: Class 15 contains 50603 members 
Mstep: Class 17 contains 5281 members 
Mstep: Class 18 contains 25925 members 
Mstep: Class 19 contains 11890 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104039 members 
Mstep: Class 22 contains 3577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379824.000000 Penalty: 43060.085938
Iteration 65Q: 21 clusters Score -5.237982e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 4072 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 5970 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 150403 members 
Mstep: Class 8 contains 853 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38158 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 7510 members 
Mstep: Class 14 contains 114498 members 
Mstep: Class 15 contains 50598 members 
Mstep: Class 17 contains 5281 members 
Mstep: Class 18 contains 25923 members 
Mstep: Class 19 contains 11763 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104027 members 
Mstep: Class 22 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379868.000000 Penalty: 43060.085938
Iteration 66Q: 21 clusters Score -5.237987e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 4025 members 
Mstep: Class 7 contains 150468 members 
Mstep: Class 8 contains 854 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38158 members 
Mstep: Class 12 contains 11069 members 
Mstep: Class 13 contains 7510 members 
Mstep: Class 14 contains 114485 members 
Mstep: Class 15 contains 50589 members 
Mstep: Class 17 contains 5281 members 
Mstep: Class 18 contains 25919 members 
Mstep: Class 19 contains 11654 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104013 members 
Mstep: Class 22 contains 3753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379948.000000 Penalty: 43060.085938
Iteration 67Q: 21 clusters Score -5.237995e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 2330 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 5957 members 
Mstep: Class 6 contains 4026 members 
Mstep: Class 7 contains 150536 members 
Mstep: Class 8 contains 856 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38155 members 
Mstep: Class 12 contains 11069 members 
Mstep: Class 13 contains 7511 members 
Mstep: Class 14 contains 114480 members 
Mstep: Class 15 contains 50576 members 
Mstep: Class 17 contains 5280 members 
Mstep: Class 18 contains 25915 members 
Mstep: Class 19 contains 11505 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 104002 members 
Mstep: Class 22 contains 3874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380104.000000 Penalty: 43060.085938
Iteration 68Q: 21 clusters Score -5.23801e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5953 members 
Mstep: Class 6 contains 4034 members 
Mstep: Class 7 contains 150609 members 
Mstep: Class 8 contains 860 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38150 members 
Mstep: Class 12 contains 11069 members 
Mstep: Class 13 contains 7512 members 
Mstep: Class 14 contains 114474 members 
Mstep: Class 15 contains 50572 members 
Mstep: Class 17 contains 5276 members 
Mstep: Class 18 contains 25911 members 
Mstep: Class 19 contains 11354 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 103978 members 
Mstep: Class 22 contains 3986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380184.000000 Penalty: 43060.085938
Iteration 69Q: 21 clusters Score -5.238018e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 2328 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 4034 members 
Mstep: Class 7 contains 150675 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38145 members 
Mstep: Class 12 contains 11066 members 
Mstep: Class 13 contains 7514 members 
Mstep: Class 14 contains 114465 members 
Mstep: Class 15 contains 50566 members 
Mstep: Class 17 contains 5273 members 
Mstep: Class 18 contains 25905 members 
Mstep: Class 19 contains 11248 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 103965 members 
Mstep: Class 22 contains 4075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380252.000000 Penalty: 43060.085938
Iteration 70Q: 21 clusters Score -5.238025e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 2331 members 
Mstep: Class 3 contains 4080 members 
Mstep: Class 4 contains 864 members 
Mstep: Class 5 contains 5936 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 150746 members 
Mstep: Class 8 contains 872 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38136 members 
Mstep: Class 12 contains 11064 members 
Mstep: Class 13 contains 7515 members 
Mstep: Class 14 contains 114454 members 
Mstep: Class 15 contains 50563 members 
Mstep: Class 17 contains 5270 members 
Mstep: Class 18 contains 25895 members 
Mstep: Class 19 contains 11156 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 103949 members 
Mstep: Class 22 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380264.000000 Penalty: 43060.085938
Iteration 71Q: 21 clusters Score -5.238026e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 861 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 150820 members 
Mstep: Class 8 contains 882 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38133 members 
Mstep: Class 12 contains 11061 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 114442 members 
Mstep: Class 15 contains 50563 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 25889 members 
Mstep: Class 19 contains 11050 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 103935 members 
Mstep: Class 22 contains 4208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380288.000000 Penalty: 43060.085938
Iteration 72Q: 21 clusters Score -5.238029e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 2333 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 4035 members 
Mstep: Class 7 contains 150883 members 
Mstep: Class 8 contains 888 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 11 contains 38125 members 
Mstep: Class 12 contains 11063 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 114428 members 
Mstep: Class 15 contains 50565 members 
Mstep: Class 17 contains 5267 members 
Mstep: Class 18 contains 25884 members 
Mstep: Class 19 contains 10966 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 103924 members 
Mstep: Class 22 contains 4266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380384.000000 Penalty: 43060.085938
Iteration 73Q: 21 clusters Score -5.238038e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5926 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 150936 members 
Mstep: Class 8 contains 893 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 11 contains 38128 members 
Mstep: Class 12 contains 11069 members 
Mstep: Class 13 contains 7519 members 
Mstep: Class 14 contains 114413 members 
Mstep: Class 15 contains 50558 members 
Mstep: Class 17 contains 5270 members 
Mstep: Class 18 contains 25885 members 
Mstep: Class 19 contains 10882 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 103908 members 
Mstep: Class 22 contains 4317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380396.000000 Penalty: 43060.085938
Iteration 74Q: 21 clusters Score -5.23804e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 150977 members 
Mstep: Class 8 contains 900 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 11 contains 38125 members 
Mstep: Class 12 contains 11070 members 
Mstep: Class 13 contains 7520 members 
Mstep: Class 14 contains 114404 members 
Mstep: Class 15 contains 50558 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 25882 members 
Mstep: Class 19 contains 10812 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 103898 members 
Mstep: Class 22 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380384.000000 Penalty: 43060.085938
Iteration 75Q: 21 clusters Score -5.238038e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 5922 members 
Mstep: Class 6 contains 4042 members 
Mstep: Class 7 contains 151007 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 11 contains 38124 members 
Mstep: Class 12 contains 11073 members 
Mstep: Class 13 contains 7520 members 
Mstep: Class 14 contains 114392 members 
Mstep: Class 15 contains 50555 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 25879 members 
Mstep: Class 19 contains 10766 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 103889 members 
Mstep: Class 22 contains 4403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380340.000000 Penalty: 43060.085938
Iteration 76Q: 21 clusters Score -5.238034e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 151038 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 11 contains 38121 members 
Mstep: Class 12 contains 11074 members 
Mstep: Class 13 contains 7518 members 
Mstep: Class 14 contains 114386 members 
Mstep: Class 15 contains 50555 members 
Mstep: Class 17 contains 5267 members 
Mstep: Class 18 contains 25876 members 
Mstep: Class 19 contains 10715 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 103880 members 
Mstep: Class 22 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380356.000000 Penalty: 43060.085938
Iteration 77Q: 21 clusters Score -5.238036e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2334 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5925 members 
Mstep: Class 6 contains 4043 members 
Mstep: Class 7 contains 151072 members 
Mstep: Class 8 contains 907 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 11 contains 38121 members 
Mstep: Class 12 contains 11084 members 
Mstep: Class 13 contains 7519 members 
Mstep: Class 14 contains 114367 members 
Mstep: Class 15 contains 50557 members 
Mstep: Class 17 contains 5270 members 
Mstep: Class 18 contains 25872 members 
Mstep: Class 19 contains 10676 members 
Mstep: Class 20 contains 790 members 
Mstep: Class 21 contains 103869 members 
Mstep: Class 22 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380400.000000 Penalty: 43060.085938
Iteration 78Q: 21 clusters Score -5.23804e+07 nChanged 95
Entering ConstructFrom: 
Score: -52380400.000000 Penalty: 43060.085938
Entering ConstructFrom: 
Trying to split cluster 1 (23050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Entering Unmasked Estep 
Score: -2221868.500000 Penalty: 1632.380859
	Iteration 0F: 2 clusters Score -2221868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2206314.750000 Penalty: 3264.761719
	Iteration 0F: 3 clusters Score -2206315 nChanged 10337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2212112.750000 Penalty: 3264.761719
	Iteration 1F: 3 clusters Score -2212113 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2212866.250000 Penalty: 3264.761719
	Iteration 2F: 3 clusters Score -2212866 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2213735.750000 Penalty: 3264.761719
	Iteration 3F: 3 clusters Score -2213736 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2214724.250000 Penalty: 3264.761719
	Iteration 4F: 3 clusters Score -2214724 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2215684.500000 Penalty: 3264.761719
	Iteration 5F: 3 clusters Score -2215684 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2216499.250000 Penalty: 3264.761719
	Iteration 6F: 3 clusters Score -2216499 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2217106.500000 Penalty: 3264.761719
	Iteration 7Q: 3 clusters Score -2217106 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2217619.500000 Penalty: 3264.761719
	Iteration 8Q: 3 clusters Score -2217620 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2218027.750000 Penalty: 3264.761719
	Iteration 9Q: 3 clusters Score -2218028 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2218320.000000 Penalty: 3264.761719
	Iteration 10Q: 3 clusters Score -2218320 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2218504.750000 Penalty: 3264.761719
	Iteration 11Q: 3 clusters Score -2218505 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2218603.000000 Penalty: 3264.761719
	Iteration 12Q: 3 clusters Score -2218603 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2218681.750000 Penalty: 3264.761719
	Iteration 13Q: 3 clusters Score -2218682 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2218718.250000 Penalty: 3264.761719
	Iteration 14Q: 3 clusters Score -2218718 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2218747.000000 Penalty: 3264.761719
	Iteration 15Q: 3 clusters Score -2218747 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2218771.750000 Penalty: 3264.761719
	Iteration 16Q: 3 clusters Score -2218772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2218779.500000 Penalty: 3264.761719
	Iteration 17Q: 3 clusters Score -2218780 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2218790.000000 Penalty: 3264.761719
	Iteration 18Q: 3 clusters Score -2218790 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2218799.500000 Penalty: 3264.761719
	Iteration 19Q: 3 clusters Score -2218800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2218806.250000 Penalty: 3264.761719
	Iteration 20F: 3 clusters Score -2218806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2218825.250000 Penalty: 3264.761719
	Iteration 21Q: 3 clusters Score -2218825 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2218826.250000 Penalty: 3264.761719
	Iteration 22Q: 3 clusters Score -2218826 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2218842.000000 Penalty: 3264.761719
	Iteration 23Q: 3 clusters Score -2218842 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2218850.500000 Penalty: 3264.761719
	Iteration 24Q: 3 clusters Score -2218850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2218852.250000 Penalty: 3264.761719
	Iteration 25Q: 3 clusters Score -2218852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2218865.750000 Penalty: 3264.761719
	Iteration 26Q: 3 clusters Score -2218866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2218866.250000 Penalty: 3264.761719
	Iteration 27Q: 3 clusters Score -2218866 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2218872.750000 Penalty: 3264.761719
	Iteration 28Q: 3 clusters Score -2218873 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -2218877.750000 Penalty: 3264.761719
	Iteration 29Q: 3 clusters Score -2218878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -2218884.250000 Penalty: 3264.761719
	Iteration 30Q: 3 clusters Score -2218884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2218883.750000 Penalty: 3264.761719
	Iteration 31Q: 3 clusters Score -2218884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2218876.250000 Penalty: 3264.761719
	Iteration 32Q: 3 clusters Score -2218876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2218882.000000 Penalty: 3264.761719
	Iteration 33Q: 3 clusters Score -2218882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2218883.000000 Penalty: 3264.761719
	Iteration 34Q: 3 clusters Score -2218883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2218890.000000 Penalty: 3264.761719
	Iteration 35Q: 3 clusters Score -2218890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2218891.000000 Penalty: 3264.761719
	Iteration 36Q: 3 clusters Score -2218891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2218890.250000 Penalty: 3264.761719
	Iteration 37Q: 3 clusters Score -2218890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2218887.250000 Penalty: 3264.761719
	Iteration 38Q: 3 clusters Score -2218887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2218890.750000 Penalty: 3264.761719
	Iteration 39Q: 3 clusters Score -2218891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2218892.750000 Penalty: 3264.761719
	Iteration 40F: 3 clusters Score -2218893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2218890.000000 Penalty: 3264.761719
	Iteration 41Q: 3 clusters Score -2218890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2218895.500000 Penalty: 3264.761719
	Iteration 42Q: 3 clusters Score -2218896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2218897.250000 Penalty: 3264.761719
	Iteration 43Q: 3 clusters Score -2218897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2218898.500000 Penalty: 3264.761719
	Iteration 44Q: 3 clusters Score -2218898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2218896.250000 Penalty: 3264.761719
	Iteration 45Q: 3 clusters Score -2218896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2218898.750000 Penalty: 3264.761719
	Iteration 46Q: 3 clusters Score -2218899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2218900.000000 Penalty: 3264.761719
	Iteration 47Q: 3 clusters Score -2218900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2218899.750000 Penalty: 3264.761719
	Iteration 48Q: 3 clusters Score -2218900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2218902.000000 Penalty: 3264.761719
	Iteration 49Q: 3 clusters Score -2218902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2218901.500000 Penalty: 3264.761719
	Iteration 50Q: 3 clusters Score -2218902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2218901.000000 Penalty: 3264.761719
	Iteration 51Q: 3 clusters Score -2218901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2218902.750000 Penalty: 3264.761719
	Iteration 52Q: 3 clusters Score -2218903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2218904.500000 Penalty: 3264.761719
	Iteration 53Q: 3 clusters Score -2218904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2218902.750000 Penalty: 3264.761719
	Iteration 54Q: 3 clusters Score -2218903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2218907.750000 Penalty: 3264.761719
	Iteration 55Q: 3 clusters Score -2218908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2218902.250000 Penalty: 3264.761719
	Iteration 56Q: 3 clusters Score -2218902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2218903.000000 Penalty: 3264.761719
	Iteration 57Q: 3 clusters Score -2218903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2218903.750000 Penalty: 3264.761719
	Iteration 58Q: 3 clusters Score -2218904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2218904.250000 Penalty: 3264.761719
	Iteration 59Q: 3 clusters Score -2218904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2218903.250000 Penalty: 3264.761719
	Iteration 60F: 3 clusters Score -2218903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2218902.500000 Penalty: 3264.761719
	Iteration 61Q: 3 clusters Score -2218902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2218899.500000 Penalty: 3264.761719
	Iteration 62Q: 3 clusters Score -2218900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2218899.500000 Penalty: 3264.761719
	Iteration 63Q: 3 clusters Score -2218900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2218899.500000 Penalty: 3264.761719
	Iteration 64F: 3 clusters Score -2218900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -214887.796875 Penalty: 1260.312134
	Iteration 0F: 2 clusters Score -214887.8 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 1138 members 
Entering Unmasked Estep 
Score: -212602.734375 Penalty: 2520.624268
	Iteration 0F: 3 clusters Score -212602.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -213161.156250 Penalty: 2520.624268
	Iteration 1F: 3 clusters Score -213161.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -213308.031250 Penalty: 2520.624268
	Iteration 2F: 3 clusters Score -213308 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -213418.531250 Penalty: 2520.624268
	Iteration 3F: 3 clusters Score -213418.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -213515.906250 Penalty: 2520.624268
	Iteration 4Q: 3 clusters Score -213515.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -213585.890625 Penalty: 2520.624268
	Iteration 5Q: 3 clusters Score -213585.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -213637.796875 Penalty: 2520.624268
	Iteration 6Q: 3 clusters Score -213637.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -213686.906250 Penalty: 2520.624268
	Iteration 7Q: 3 clusters Score -213686.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -213721.375000 Penalty: 2520.624268
	Iteration 8Q: 3 clusters Score -213721.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -213756.921875 Penalty: 2520.624268
	Iteration 9Q: 3 clusters Score -213756.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -213800.890625 Penalty: 2520.624268
	Iteration 10Q: 3 clusters Score -213800.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -213843.453125 Penalty: 2520.624268
	Iteration 11Q: 3 clusters Score -213843.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -213888.203125 Penalty: 2520.624268
	Iteration 12Q: 3 clusters Score -213888.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -213932.781250 Penalty: 2520.624268
	Iteration 13Q: 3 clusters Score -213932.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -213954.921875 Penalty: 2520.624268
	Iteration 14Q: 3 clusters Score -213954.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -213974.953125 Penalty: 2520.624268
	Iteration 15Q: 3 clusters Score -213975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213990.187500 Penalty: 2520.624268
	Iteration 16Q: 3 clusters Score -213990.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -214002.671875 Penalty: 2520.624268
	Iteration 17Q: 3 clusters Score -214002.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -214010.984375 Penalty: 2520.624268
	Iteration 18Q: 3 clusters Score -214011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -214020.312500 Penalty: 2520.624268
	Iteration 19Q: 3 clusters Score -214020.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -214024.984375 Penalty: 2520.624268
	Iteration 20F: 3 clusters Score -214025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -214028.375000 Penalty: 2520.624268
	Iteration 21Q: 3 clusters Score -214028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -214029.687500 Penalty: 2520.624268
	Iteration 22Q: 3 clusters Score -214029.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -214031.843750 Penalty: 2520.624268
	Iteration 23Q: 3 clusters Score -214031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -214033.609375 Penalty: 2520.624268
	Iteration 24Q: 3 clusters Score -214033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -214036.015625 Penalty: 2520.624268
	Iteration 25Q: 3 clusters Score -214036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -214038.281250 Penalty: 2520.624268
	Iteration 26Q: 3 clusters Score -214038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -214040.031250 Penalty: 2520.624268
	Iteration 27Q: 3 clusters Score -214040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -214040.296875 Penalty: 2520.624268
	Iteration 28Q: 3 clusters Score -214040.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -214042.546875 Penalty: 2520.624268
	Iteration 29Q: 3 clusters Score -214042.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -214043.531250 Penalty: 2520.624268
	Iteration 30Q: 3 clusters Score -214043.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -214043.875000 Penalty: 2520.624268
	Iteration 31Q: 3 clusters Score -214043.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -214043.875000 Penalty: 2520.624268
	Iteration 32F: 3 clusters Score -214043.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -388811.343750 Penalty: 1351.080688
	Iteration 0F: 2 clusters Score -388811.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -385443.906250 Penalty: 2702.161377
	Iteration 0F: 3 clusters Score -385443.9 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -386280.093750 Penalty: 2702.161377
	Iteration 1F: 3 clusters Score -386280.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -386429.156250 Penalty: 2702.161377
	Iteration 2F: 3 clusters Score -386429.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -386534.906250 Penalty: 2702.161377
	Iteration 3F: 3 clusters Score -386534.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -386611.500000 Penalty: 2702.161377
	Iteration 4Q: 3 clusters Score -386611.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -386674.781250 Penalty: 2702.161377
	Iteration 5Q: 3 clusters Score -386674.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -386738.687500 Penalty: 2702.161377
	Iteration 6Q: 3 clusters Score -386738.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -386818.968750 Penalty: 2702.161377
	Iteration 7Q: 3 clusters Score -386819 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -386931.750000 Penalty: 2702.161377
	Iteration 8Q: 3 clusters Score -386931.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -387064.781250 Penalty: 2702.161377
	Iteration 9Q: 3 clusters Score -387064.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -387198.625000 Penalty: 2702.161377
	Iteration 10Q: 3 clusters Score -387198.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -387314.750000 Penalty: 2702.161377
	Iteration 11Q: 3 clusters Score -387314.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -387425.031250 Penalty: 2702.161377
	Iteration 12Q: 3 clusters Score -387425 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -387509.750000 Penalty: 2702.161377
	Iteration 13Q: 3 clusters Score -387509.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -387585.468750 Penalty: 2702.161377
	Iteration 14Q: 3 clusters Score -387585.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -387642.812500 Penalty: 2702.161377
	Iteration 15Q: 3 clusters Score -387642.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -387677.593750 Penalty: 2702.161377
	Iteration 16Q: 3 clusters Score -387677.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -387702.843750 Penalty: 2702.161377
	Iteration 17Q: 3 clusters Score -387702.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -387725.656250 Penalty: 2702.161377
	Iteration 18Q: 3 clusters Score -387725.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -387745.187500 Penalty: 2702.161377
	Iteration 19Q: 3 clusters Score -387745.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -387760.500000 Penalty: 2702.161377
	Iteration 20F: 3 clusters Score -387760.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -387770.062500 Penalty: 2702.161377
	Iteration 21Q: 3 clusters Score -387770.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -387775.843750 Penalty: 2702.161377
	Iteration 22Q: 3 clusters Score -387775.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -387779.750000 Penalty: 2702.161377
	Iteration 23Q: 3 clusters Score -387779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -387781.125000 Penalty: 2702.161377
	Iteration 24Q: 3 clusters Score -387781.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -387784.875000 Penalty: 2702.161377
	Iteration 25Q: 3 clusters Score -387784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -387790.531250 Penalty: 2702.161377
	Iteration 26Q: 3 clusters Score -387790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -387792.937500 Penalty: 2702.161377
	Iteration 27Q: 3 clusters Score -387792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -387793.000000 Penalty: 2702.161377
	Iteration 28Q: 3 clusters Score -387793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -387793.000000 Penalty: 2702.161377
	Iteration 29F: 3 clusters Score -387793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Entering Unmasked Estep 
Score: -70884.734375 Penalty: 1097.812378
	Iteration 0F: 2 clusters Score -70884.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69559.093750 Penalty: 2195.624756
	Iteration 0F: 3 clusters Score -69559.09 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69980.875000 Penalty: 2195.624756
	Iteration 1F: 3 clusters Score -69980.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -70241.593750 Penalty: 2195.624756
	Iteration 2F: 3 clusters Score -70241.59 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70429.585938 Penalty: 2195.624756
	Iteration 3F: 3 clusters Score -70429.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -70549.773438 Penalty: 2195.624756
	Iteration 4F: 3 clusters Score -70549.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70631.953125 Penalty: 2195.624756
	Iteration 5Q: 3 clusters Score -70631.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -70696.562500 Penalty: 2195.624756
	Iteration 6Q: 3 clusters Score -70696.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -70737.257812 Penalty: 2195.624756
	Iteration 7Q: 3 clusters Score -70737.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70784.031250 Penalty: 2195.624756
	Iteration 8Q: 3 clusters Score -70784.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -70819.335938 Penalty: 2195.624756
	Iteration 9Q: 3 clusters Score -70819.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -70836.070312 Penalty: 2195.624756
	Iteration 10Q: 3 clusters Score -70836.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -70844.476562 Penalty: 2195.624756
	Iteration 11Q: 3 clusters Score -70844.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -70851.460938 Penalty: 2195.624756
	Iteration 12Q: 3 clusters Score -70851.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -70858.726562 Penalty: 2195.624756
	Iteration 13Q: 3 clusters Score -70858.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70870.742188 Penalty: 2195.624756
	Iteration 14Q: 3 clusters Score -70870.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -70882.781250 Penalty: 2195.624756
	Iteration 15Q: 3 clusters Score -70882.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -70901.726562 Penalty: 2195.624756
	Iteration 16Q: 3 clusters Score -70901.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -70919.140625 Penalty: 2195.624756
	Iteration 17Q: 3 clusters Score -70919.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -70920.460938 Penalty: 2195.624756
	Iteration 18Q: 3 clusters Score -70920.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -70920.460938 Penalty: 2195.624756
	Iteration 19F: 3 clusters Score -70920.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 317 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 151098 members 
Mstep: Class 8 contains 908 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 542 members 
Mstep: Class 11 contains 38120 members 
Mstep: Class 12 contains 11086 members 
Mstep: Class 13 contains 7520 members 
Mstep: Class 14 contains 114357 members 
Mstep: Class 15 contains 50556 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 25869 members 
Mstep: Class 19 contains 10656 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 103867 members 
Mstep: Class 22 contains 4470 members 
Entering Unmasked Estep 
Score: -52379404.000000 Penalty: 45213.089844
Splitting cluster 4 changes total score from -52380400.000000 to -52379404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -538575.000000 Penalty: 1411.599731
	Iteration 0F: 2 clusters Score -538575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -534071.500000 Penalty: 2823.199463
	Iteration 0F: 3 clusters Score -534071.5 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -535441.187500 Penalty: 2823.199463
	Iteration 1F: 3 clusters Score -535441.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -535637.437500 Penalty: 2823.199463
	Iteration 2F: 3 clusters Score -535637.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -535795.250000 Penalty: 2823.199463
	Iteration 3F: 3 clusters Score -535795.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -535951.062500 Penalty: 2823.199463
	Iteration 4Q: 3 clusters Score -535951.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -536113.312500 Penalty: 2823.199463
	Iteration 5Q: 3 clusters Score -536113.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -536284.812500 Penalty: 2823.199463
	Iteration 6Q: 3 clusters Score -536284.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -536482.937500 Penalty: 2823.199463
	Iteration 7Q: 3 clusters Score -536482.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -536704.812500 Penalty: 2823.199463
	Iteration 8Q: 3 clusters Score -536704.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -536927.500000 Penalty: 2823.199463
	Iteration 9Q: 3 clusters Score -536927.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -537128.937500 Penalty: 2823.199463
	Iteration 10Q: 3 clusters Score -537128.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -537259.562500 Penalty: 2823.199463
	Iteration 11Q: 3 clusters Score -537259.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -537338.562500 Penalty: 2823.199463
	Iteration 12Q: 3 clusters Score -537338.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -537403.437500 Penalty: 2823.199463
	Iteration 13Q: 3 clusters Score -537403.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -537452.125000 Penalty: 2823.199463
	Iteration 14Q: 3 clusters Score -537452.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -537481.812500 Penalty: 2823.199463
	Iteration 15Q: 3 clusters Score -537481.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -537503.125000 Penalty: 2823.199463
	Iteration 16Q: 3 clusters Score -537503.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -537517.875000 Penalty: 2823.199463
	Iteration 17Q: 3 clusters Score -537517.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -537530.250000 Penalty: 2823.199463
	Iteration 18Q: 3 clusters Score -537530.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -537540.687500 Penalty: 2823.199463
	Iteration 19Q: 3 clusters Score -537540.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -537548.125000 Penalty: 2823.199463
	Iteration 20F: 3 clusters Score -537548.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -537555.687500 Penalty: 2823.199463
	Iteration 21Q: 3 clusters Score -537555.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -537560.437500 Penalty: 2823.199463
	Iteration 22Q: 3 clusters Score -537560.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -537562.500000 Penalty: 2823.199463
	Iteration 23Q: 3 clusters Score -537562.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -537565.062500 Penalty: 2823.199463
	Iteration 24Q: 3 clusters Score -537565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -537569.000000 Penalty: 2823.199463
	Iteration 25Q: 3 clusters Score -537569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -537570.625000 Penalty: 2823.199463
	Iteration 26Q: 3 clusters Score -537570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -537571.000000 Penalty: 2823.199463
	Iteration 27Q: 3 clusters Score -537571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -537572.875000 Penalty: 2823.199463
	Iteration 28Q: 3 clusters Score -537572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -537571.500000 Penalty: 2823.199463
	Iteration 29Q: 3 clusters Score -537571.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -537571.250000 Penalty: 2823.199463
	Iteration 30Q: 3 clusters Score -537571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -537572.375000 Penalty: 2823.199463
	Iteration 31Q: 3 clusters Score -537572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -537572.812500 Penalty: 2823.199463
	Iteration 32Q: 3 clusters Score -537572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -537572.937500 Penalty: 2823.199463
	Iteration 33Q: 3 clusters Score -537572.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -537574.062500 Penalty: 2823.199463
	Iteration 34Q: 3 clusters Score -537574.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -537574.000000 Penalty: 2823.199463
	Iteration 35Q: 3 clusters Score -537574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -537574.000000 Penalty: 2823.199463
	Iteration 36F: 3 clusters Score -537574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Entering Unmasked Estep 
Score: -360323.468750 Penalty: 1349.440308
	Iteration 0F: 2 clusters Score -360323.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -356967.375000 Penalty: 2698.880615
	Iteration 0F: 3 clusters Score -356967.4 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -357928.437500 Penalty: 2698.880615
	Iteration 1F: 3 clusters Score -357928.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -358178.000000 Penalty: 2698.880615
	Iteration 2F: 3 clusters Score -358178 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -358368.562500 Penalty: 2698.880615
	Iteration 3F: 3 clusters Score -358368.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -358571.437500 Penalty: 2698.880615
	Iteration 4F: 3 clusters Score -358571.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -358766.875000 Penalty: 2698.880615
	Iteration 5F: 3 clusters Score -358766.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -358928.468750 Penalty: 2698.880615
	Iteration 6Q: 3 clusters Score -358928.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -359075.562500 Penalty: 2698.880615
	Iteration 7Q: 3 clusters Score -359075.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -359205.031250 Penalty: 2698.880615
	Iteration 8Q: 3 clusters Score -359205 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -359311.750000 Penalty: 2698.880615
	Iteration 9Q: 3 clusters Score -359311.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -359383.843750 Penalty: 2698.880615
	Iteration 10Q: 3 clusters Score -359383.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -359432.125000 Penalty: 2698.880615
	Iteration 11Q: 3 clusters Score -359432.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -359477.187500 Penalty: 2698.880615
	Iteration 12Q: 3 clusters Score -359477.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -359511.750000 Penalty: 2698.880615
	Iteration 13Q: 3 clusters Score -359511.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -359536.781250 Penalty: 2698.880615
	Iteration 14Q: 3 clusters Score -359536.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -359556.093750 Penalty: 2698.880615
	Iteration 15Q: 3 clusters Score -359556.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -359572.437500 Penalty: 2698.880615
	Iteration 16Q: 3 clusters Score -359572.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -359582.093750 Penalty: 2698.880615
	Iteration 17Q: 3 clusters Score -359582.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -359588.250000 Penalty: 2698.880615
	Iteration 18Q: 3 clusters Score -359588.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -359592.937500 Penalty: 2698.880615
	Iteration 19Q: 3 clusters Score -359592.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -359597.562500 Penalty: 2698.880615
	Iteration 20F: 3 clusters Score -359597.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -359601.281250 Penalty: 2698.880615
	Iteration 21Q: 3 clusters Score -359601.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -359606.656250 Penalty: 2698.880615
	Iteration 22Q: 3 clusters Score -359606.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -359609.625000 Penalty: 2698.880615
	Iteration 23Q: 3 clusters Score -359609.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -359613.468750 Penalty: 2698.880615
	Iteration 24Q: 3 clusters Score -359613.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -359618.875000 Penalty: 2698.880615
	Iteration 25Q: 3 clusters Score -359618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -359620.562500 Penalty: 2698.880615
	Iteration 26Q: 3 clusters Score -359620.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -359622.562500 Penalty: 2698.880615
	Iteration 27Q: 3 clusters Score -359622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -359622.593750 Penalty: 2698.880615
	Iteration 28Q: 3 clusters Score -359622.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -359623.031250 Penalty: 2698.880615
	Iteration 29Q: 3 clusters Score -359623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -359623.125000 Penalty: 2698.880615
	Iteration 30Q: 3 clusters Score -359623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -359623.156250 Penalty: 2698.880615
	Iteration 31Q: 3 clusters Score -359623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -359624.437500 Penalty: 2698.880615
	Iteration 32Q: 3 clusters Score -359624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -359626.000000 Penalty: 2698.880615
	Iteration 33Q: 3 clusters Score -359626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -359627.812500 Penalty: 2698.880615
	Iteration 34Q: 3 clusters Score -359627.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -359628.343750 Penalty: 2698.880615
	Iteration 35Q: 3 clusters Score -359628.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -359629.250000 Penalty: 2698.880615
	Iteration 36Q: 3 clusters Score -359629.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -359630.093750 Penalty: 2698.880615
	Iteration 37Q: 3 clusters Score -359630.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -359630.218750 Penalty: 2698.880615
	Iteration 38Q: 3 clusters Score -359630.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -359631.281250 Penalty: 2698.880615
	Iteration 39Q: 3 clusters Score -359631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -359631.281250 Penalty: 2698.880615
	Iteration 40F: 3 clusters Score -359631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151098 members 
Entering Unmasked Estep 
Score: -14333959.000000 Penalty: 1937.923706
	Iteration 0F: 2 clusters Score -1.433396e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -14233336.000000 Penalty: 3875.847412
	Iteration 0F: 3 clusters Score -1.423334e+07 nChanged 72785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76297 members 
Mstep: Class 2 contains 74801 members 
Entering Unmasked Estep 
Score: -14276094.000000 Penalty: 3875.847412
	Iteration 1F: 3 clusters Score -1.427609e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -14277022.000000 Penalty: 3875.847412
	Iteration 2Q: 3 clusters Score -1.427702e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77859 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -14278178.000000 Penalty: 3875.847412
	Iteration 3Q: 3 clusters Score -1.427818e+07 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -14279592.000000 Penalty: 3875.847412
	Iteration 4Q: 3 clusters Score -1.427959e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81959 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -14281275.000000 Penalty: 3875.847412
	Iteration 5Q: 3 clusters Score -1.428128e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 65195 members 
Entering Unmasked Estep 
Score: -14283616.000000 Penalty: 3875.847412
	Iteration 6Q: 3 clusters Score -1.428362e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -14286871.000000 Penalty: 3875.847412
	Iteration 7Q: 3 clusters Score -1.428687e+07 nChanged 9429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100276 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -14292393.000000 Penalty: 3875.847412
	Iteration 8F: 3 clusters Score -1.429239e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111008 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -14300482.000000 Penalty: 3875.847412
	Iteration 9F: 3 clusters Score -1.430048e+07 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122637 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -14310126.000000 Penalty: 3875.847412
	Iteration 10F: 3 clusters Score -1.431013e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132788 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -14318832.000000 Penalty: 3875.847412
	Iteration 11F: 3 clusters Score -1.431883e+07 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -14324777.000000 Penalty: 3875.847412
	Iteration 12Q: 3 clusters Score -1.432478e+07 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144784 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -14328297.000000 Penalty: 3875.847412
	Iteration 13Q: 3 clusters Score -1.43283e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147462 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -14330060.000000 Penalty: 3875.847412
	Iteration 14Q: 3 clusters Score -1.433006e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -14331132.000000 Penalty: 3875.847412
	Iteration 15Q: 3 clusters Score -1.433113e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149736 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -14331666.000000 Penalty: 3875.847412
	Iteration 16Q: 3 clusters Score -1.433167e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150106 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -14331930.000000 Penalty: 3875.847412
	Iteration 17Q: 3 clusters Score -1.433193e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150292 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -14332087.000000 Penalty: 3875.847412
	Iteration 18Q: 3 clusters Score -1.433209e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -14332159.000000 Penalty: 3875.847412
	Iteration 19Q: 3 clusters Score -1.433216e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150446 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -14332204.000000 Penalty: 3875.847412
	Iteration 20F: 3 clusters Score -1.43322e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150482 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -14332232.000000 Penalty: 3875.847412
	Iteration 21Q: 3 clusters Score -1.433223e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150506 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -14332272.000000 Penalty: 3875.847412
	Iteration 22Q: 3 clusters Score -1.433227e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150525 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -14332286.000000 Penalty: 3875.847412
	Iteration 23Q: 3 clusters Score -1.433229e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150535 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -14332312.000000 Penalty: 3875.847412
	Iteration 24Q: 3 clusters Score -1.433231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150546 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -14332321.000000 Penalty: 3875.847412
	Iteration 25Q: 3 clusters Score -1.433232e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -14332328.000000 Penalty: 3875.847412
	Iteration 26Q: 3 clusters Score -1.433233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150559 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -14332334.000000 Penalty: 3875.847412
	Iteration 27Q: 3 clusters Score -1.433233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150568 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -14332339.000000 Penalty: 3875.847412
	Iteration 28Q: 3 clusters Score -1.433234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150574 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14332353.000000 Penalty: 3875.847412
	Iteration 29Q: 3 clusters Score -1.433235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150579 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -14332350.000000 Penalty: 3875.847412
	Iteration 30Q: 3 clusters Score -1.433235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150586 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14332355.000000 Penalty: 3875.847412
	Iteration 31Q: 3 clusters Score -1.433236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150588 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -14332360.000000 Penalty: 3875.847412
	Iteration 32Q: 3 clusters Score -1.433236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150590 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -14332360.000000 Penalty: 3875.847412
	Iteration 33Q: 3 clusters Score -1.433236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -14332358.000000 Penalty: 3875.847412
	Iteration 34Q: 3 clusters Score -1.433236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150588 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -14332359.000000 Penalty: 3875.847412
	Iteration 35Q: 3 clusters Score -1.433236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150588 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -14332359.000000 Penalty: 3875.847412
	Iteration 36F: 3 clusters Score -1.433236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -77419.007812 Penalty: 1106.827271
	Iteration 0F: 2 clusters Score -77419.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -76065.296875 Penalty: 2213.654541
	Iteration 0F: 3 clusters Score -76065.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -76311.828125 Penalty: 2213.654541
	Iteration 1F: 3 clusters Score -76311.83 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -76385.164062 Penalty: 2213.654541
	Iteration 2F: 3 clusters Score -76385.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -76410.710938 Penalty: 2213.654541
	Iteration 3Q: 3 clusters Score -76410.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76424.195312 Penalty: 2213.654541
	Iteration 4Q: 3 clusters Score -76424.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -76431.929688 Penalty: 2213.654541
	Iteration 5Q: 3 clusters Score -76431.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76438.601562 Penalty: 2213.654541
	Iteration 6Q: 3 clusters Score -76438.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -76446.343750 Penalty: 2213.654541
	Iteration 7Q: 3 clusters Score -76446.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76452.953125 Penalty: 2213.654541
	Iteration 8Q: 3 clusters Score -76452.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -76460.359375 Penalty: 2213.654541
	Iteration 9Q: 3 clusters Score -76460.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76467.882812 Penalty: 2213.654541
	Iteration 10Q: 3 clusters Score -76467.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76477.593750 Penalty: 2213.654541
	Iteration 11Q: 3 clusters Score -76477.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76491.546875 Penalty: 2213.654541
	Iteration 12Q: 3 clusters Score -76491.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76504.703125 Penalty: 2213.654541
	Iteration 13Q: 3 clusters Score -76504.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76547.820312 Penalty: 2213.654541
	Iteration 14Q: 3 clusters Score -76547.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76597.070312 Penalty: 2213.654541
	Iteration 15Q: 3 clusters Score -76597.07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76695.789062 Penalty: 2213.654541
	Iteration 16Q: 3 clusters Score -76695.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -76845.476562 Penalty: 2213.654541
	Iteration 17Q: 3 clusters Score -76845.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -76934.531250 Penalty: 2213.654541
	Iteration 18Q: 3 clusters Score -76934.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -76984.890625 Penalty: 2213.654541
	Iteration 19Q: 3 clusters Score -76984.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -77027.585938 Penalty: 2213.654541
	Iteration 20F: 3 clusters Score -77027.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -77050.406250 Penalty: 2213.654541
	Iteration 21Q: 3 clusters Score -77050.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -77056.406250 Penalty: 2213.654541
	Iteration 22Q: 3 clusters Score -77056.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -77059.632812 Penalty: 2213.654541
	Iteration 23Q: 3 clusters Score -77059.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -77059.632812 Penalty: 2213.654541
	Iteration 24F: 3 clusters Score -77059.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -266103.218750 Penalty: 1289.008789
	Iteration 0F: 2 clusters Score -266103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -263505.562500 Penalty: 2578.017578
	Iteration 0F: 3 clusters Score -263505.6 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -264107.406250 Penalty: 2578.017578
	Iteration 1F: 3 clusters Score -264107.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -264222.875000 Penalty: 2578.017578
	Iteration 2F: 3 clusters Score -264222.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -264290.625000 Penalty: 2578.017578
	Iteration 3Q: 3 clusters Score -264290.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -264331.093750 Penalty: 2578.017578
	Iteration 4Q: 3 clusters Score -264331.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -264367.406250 Penalty: 2578.017578
	Iteration 5Q: 3 clusters Score -264367.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -264389.875000 Penalty: 2578.017578
	Iteration 6Q: 3 clusters Score -264389.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -264405.718750 Penalty: 2578.017578
	Iteration 7Q: 3 clusters Score -264405.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -264421.156250 Penalty: 2578.017578
	Iteration 8Q: 3 clusters Score -264421.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -264430.812500 Penalty: 2578.017578
	Iteration 9Q: 3 clusters Score -264430.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -264436.468750 Penalty: 2578.017578
	Iteration 10Q: 3 clusters Score -264436.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -264439.593750 Penalty: 2578.017578
	Iteration 11Q: 3 clusters Score -264439.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -264441.562500 Penalty: 2578.017578
	Iteration 12Q: 3 clusters Score -264441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -264443.875000 Penalty: 2578.017578
	Iteration 13Q: 3 clusters Score -264443.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -264446.250000 Penalty: 2578.017578
	Iteration 14Q: 3 clusters Score -264446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -264449.000000 Penalty: 2578.017578
	Iteration 15Q: 3 clusters Score -264449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -264454.031250 Penalty: 2578.017578
	Iteration 16Q: 3 clusters Score -264454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -264459.500000 Penalty: 2578.017578
	Iteration 17Q: 3 clusters Score -264459.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -264463.250000 Penalty: 2578.017578
	Iteration 18Q: 3 clusters Score -264463.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -264465.250000 Penalty: 2578.017578
	Iteration 19Q: 3 clusters Score -264465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -264466.156250 Penalty: 2578.017578
	Iteration 20F: 3 clusters Score -264466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -264467.500000 Penalty: 2578.017578
	Iteration 21Q: 3 clusters Score -264467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -264469.031250 Penalty: 2578.017578
	Iteration 22Q: 3 clusters Score -264469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -264470.437500 Penalty: 2578.017578
	Iteration 23Q: 3 clusters Score -264470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -264473.343750 Penalty: 2578.017578
	Iteration 24Q: 3 clusters Score -264473.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -264474.562500 Penalty: 2578.017578
	Iteration 25Q: 3 clusters Score -264474.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -264475.937500 Penalty: 2578.017578
	Iteration 26Q: 3 clusters Score -264475.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -264479.125000 Penalty: 2578.017578
	Iteration 27Q: 3 clusters Score -264479.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -264482.281250 Penalty: 2578.017578
	Iteration 28Q: 3 clusters Score -264482.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -264484.687500 Penalty: 2578.017578
	Iteration 29Q: 3 clusters Score -264484.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -264489.312500 Penalty: 2578.017578
	Iteration 30Q: 3 clusters Score -264489.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -264495.093750 Penalty: 2578.017578
	Iteration 31Q: 3 clusters Score -264495.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -264500.656250 Penalty: 2578.017578
	Iteration 32Q: 3 clusters Score -264500.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -264505.281250 Penalty: 2578.017578
	Iteration 33Q: 3 clusters Score -264505.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -264509.375000 Penalty: 2578.017578
	Iteration 34Q: 3 clusters Score -264509.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -264513.625000 Penalty: 2578.017578
	Iteration 35Q: 3 clusters Score -264513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -264515.687500 Penalty: 2578.017578
	Iteration 36Q: 3 clusters Score -264515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -264518.000000 Penalty: 2578.017578
	Iteration 37Q: 3 clusters Score -264518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -264519.531250 Penalty: 2578.017578
	Iteration 38Q: 3 clusters Score -264519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -264520.187500 Penalty: 2578.017578
	Iteration 39Q: 3 clusters Score -264520.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -264520.343750 Penalty: 2578.017578
	Iteration 40F: 3 clusters Score -264520.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Entering Unmasked Estep 
Score: -3692737.250000 Penalty: 1714.130371
	Iteration 0F: 2 clusters Score -3692737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3667320.750000 Penalty: 3428.260742
	Iteration 0F: 3 clusters Score -3667321 nChanged 17590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3676835.750000 Penalty: 3428.260742
	Iteration 1F: 3 clusters Score -3676836 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3677201.000000 Penalty: 3428.260742
	Iteration 2Q: 3 clusters Score -3677201 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3677645.500000 Penalty: 3428.260742
	Iteration 3Q: 3 clusters Score -3677646 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -3678117.500000 Penalty: 3428.260742
	Iteration 4Q: 3 clusters Score -3678118 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3678718.000000 Penalty: 3428.260742
	Iteration 5Q: 3 clusters Score -3678718 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3679425.500000 Penalty: 3428.260742
	Iteration 6Q: 3 clusters Score -3679426 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3680266.750000 Penalty: 3428.260742
	Iteration 7Q: 3 clusters Score -3680267 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3681422.250000 Penalty: 3428.260742
	Iteration 8F: 3 clusters Score -3681422 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -3683014.750000 Penalty: 3428.260742
	Iteration 9F: 3 clusters Score -3683015 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -3684883.000000 Penalty: 3428.260742
	Iteration 10F: 3 clusters Score -3684883 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -3686867.750000 Penalty: 3428.260742
	Iteration 11F: 3 clusters Score -3686868 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3688683.750000 Penalty: 3428.260742
	Iteration 12F: 3 clusters Score -3688684 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3689937.750000 Penalty: 3428.260742
	Iteration 13Q: 3 clusters Score -3689938 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3690556.250000 Penalty: 3428.260742
	Iteration 14Q: 3 clusters Score -3690556 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3690907.750000 Penalty: 3428.260742
	Iteration 15Q: 3 clusters Score -3690908 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3691105.750000 Penalty: 3428.260742
	Iteration 16Q: 3 clusters Score -3691106 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3691199.500000 Penalty: 3428.260742
	Iteration 17Q: 3 clusters Score -3691200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3691253.750000 Penalty: 3428.260742
	Iteration 18Q: 3 clusters Score -3691254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3691283.500000 Penalty: 3428.260742
	Iteration 19Q: 3 clusters Score -3691284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3691299.250000 Penalty: 3428.260742
	Iteration 20F: 3 clusters Score -3691299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3691318.000000 Penalty: 3428.260742
	Iteration 21Q: 3 clusters Score -3691318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3691340.750000 Penalty: 3428.260742
	Iteration 22Q: 3 clusters Score -3691341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3691351.750000 Penalty: 3428.260742
	Iteration 23Q: 3 clusters Score -3691352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3691357.750000 Penalty: 3428.260742
	Iteration 24Q: 3 clusters Score -3691358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3691370.750000 Penalty: 3428.260742
	Iteration 25Q: 3 clusters Score -3691371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3691377.500000 Penalty: 3428.260742
	Iteration 26Q: 3 clusters Score -3691378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3691383.750000 Penalty: 3428.260742
	Iteration 27Q: 3 clusters Score -3691384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3691390.500000 Penalty: 3428.260742
	Iteration 28Q: 3 clusters Score -3691390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3691400.250000 Penalty: 3428.260742
	Iteration 29Q: 3 clusters Score -3691400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3691412.250000 Penalty: 3428.260742
	Iteration 30Q: 3 clusters Score -3691412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3691417.500000 Penalty: 3428.260742
	Iteration 31Q: 3 clusters Score -3691418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3691424.250000 Penalty: 3428.260742
	Iteration 32Q: 3 clusters Score -3691424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3691430.000000 Penalty: 3428.260742
	Iteration 33Q: 3 clusters Score -3691430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3691442.500000 Penalty: 3428.260742
	Iteration 34Q: 3 clusters Score -3691442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3691445.500000 Penalty: 3428.260742
	Iteration 35Q: 3 clusters Score -3691446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3691448.750000 Penalty: 3428.260742
	Iteration 36Q: 3 clusters Score -3691449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3691454.250000 Penalty: 3428.260742
	Iteration 37Q: 3 clusters Score -3691454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3691459.250000 Penalty: 3428.260742
	Iteration 38Q: 3 clusters Score -3691459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3691470.250000 Penalty: 3428.260742
	Iteration 39Q: 3 clusters Score -3691470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3691473.500000 Penalty: 3428.260742
	Iteration 40F: 3 clusters Score -3691474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3691475.750000 Penalty: 3428.260742
	Iteration 41Q: 3 clusters Score -3691476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3691476.750000 Penalty: 3428.260742
	Iteration 42Q: 3 clusters Score -3691477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3691476.750000 Penalty: 3428.260742
	Iteration 43F: 3 clusters Score -3691477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Entering Unmasked Estep 
Score: -1022573.000000 Penalty: 1513.433716
	Iteration 0F: 2 clusters Score -1022573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1014682.500000 Penalty: 3026.867432
	Iteration 0F: 3 clusters Score -1014682 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1017266.687500 Penalty: 3026.867432
	Iteration 1F: 3 clusters Score -1017267 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1017559.937500 Penalty: 3026.867432
	Iteration 2F: 3 clusters Score -1017560 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1017801.437500 Penalty: 3026.867432
	Iteration 3F: 3 clusters Score -1017801 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1018016.000000 Penalty: 3026.867432
	Iteration 4Q: 3 clusters Score -1018016 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1018227.687500 Penalty: 3026.867432
	Iteration 5Q: 3 clusters Score -1018228 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1018472.000000 Penalty: 3026.867432
	Iteration 6Q: 3 clusters Score -1018472 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1018766.875000 Penalty: 3026.867432
	Iteration 7Q: 3 clusters Score -1018767 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1019116.125000 Penalty: 3026.867432
	Iteration 8Q: 3 clusters Score -1019116 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1019537.187500 Penalty: 3026.867432
	Iteration 9F: 3 clusters Score -1019537 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1019933.500000 Penalty: 3026.867432
	Iteration 10Q: 3 clusters Score -1019934 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1020319.562500 Penalty: 3026.867432
	Iteration 11Q: 3 clusters Score -1020320 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1020664.687500 Penalty: 3026.867432
	Iteration 12Q: 3 clusters Score -1020665 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1020935.000000 Penalty: 3026.867432
	Iteration 13Q: 3 clusters Score -1020935 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1021183.437500 Penalty: 3026.867432
	Iteration 14Q: 3 clusters Score -1021183 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1021390.000000 Penalty: 3026.867432
	Iteration 15Q: 3 clusters Score -1021390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1021510.937500 Penalty: 3026.867432
	Iteration 16Q: 3 clusters Score -1021511 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1021561.500000 Penalty: 3026.867432
	Iteration 17Q: 3 clusters Score -1021562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1021593.312500 Penalty: 3026.867432
	Iteration 18Q: 3 clusters Score -1021593 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1021611.687500 Penalty: 3026.867432
	Iteration 19Q: 3 clusters Score -1021612 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1021624.125000 Penalty: 3026.867432
	Iteration 20F: 3 clusters Score -1021624 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1021630.875000 Penalty: 3026.867432
	Iteration 21Q: 3 clusters Score -1021631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1021635.312500 Penalty: 3026.867432
	Iteration 22Q: 3 clusters Score -1021635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1021636.500000 Penalty: 3026.867432
	Iteration 23Q: 3 clusters Score -1021636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1021641.625000 Penalty: 3026.867432
	Iteration 24Q: 3 clusters Score -1021642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1021641.812500 Penalty: 3026.867432
	Iteration 25Q: 3 clusters Score -1021642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1021642.437500 Penalty: 3026.867432
	Iteration 26Q: 3 clusters Score -1021642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1021642.500000 Penalty: 3026.867432
	Iteration 27Q: 3 clusters Score -1021642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1021642.187500 Penalty: 3026.867432
	Iteration 28Q: 3 clusters Score -1021642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1021642.187500 Penalty: 3026.867432
	Iteration 29F: 3 clusters Score -1021642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Entering Unmasked Estep 
Score: -727839.062500 Penalty: 1450.364746
	Iteration 0F: 2 clusters Score -727839.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -722224.687500 Penalty: 2900.729492
	Iteration 0F: 3 clusters Score -722224.7 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -723885.125000 Penalty: 2900.729492
	Iteration 1F: 3 clusters Score -723885.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -724068.687500 Penalty: 2900.729492
	Iteration 2F: 3 clusters Score -724068.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -724195.812500 Penalty: 2900.729492
	Iteration 3Q: 3 clusters Score -724195.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -724284.750000 Penalty: 2900.729492
	Iteration 4Q: 3 clusters Score -724284.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -724356.875000 Penalty: 2900.729492
	Iteration 5Q: 3 clusters Score -724356.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -724431.500000 Penalty: 2900.729492
	Iteration 6Q: 3 clusters Score -724431.5 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -724529.625000 Penalty: 2900.729492
	Iteration 7Q: 3 clusters Score -724529.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -724641.562500 Penalty: 2900.729492
	Iteration 8Q: 3 clusters Score -724641.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -724785.437500 Penalty: 2900.729492
	Iteration 9Q: 3 clusters Score -724785.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -724965.812500 Penalty: 2900.729492
	Iteration 10Q: 3 clusters Score -724965.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -725186.875000 Penalty: 2900.729492
	Iteration 11Q: 3 clusters Score -725186.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -725463.125000 Penalty: 2900.729492
	Iteration 12Q: 3 clusters Score -725463.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -725738.000000 Penalty: 2900.729492
	Iteration 13Q: 3 clusters Score -725738 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -725989.812500 Penalty: 2900.729492
	Iteration 14Q: 3 clusters Score -725989.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -726187.687500 Penalty: 2900.729492
	Iteration 15Q: 3 clusters Score -726187.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -726326.000000 Penalty: 2900.729492
	Iteration 16Q: 3 clusters Score -726326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -726412.187500 Penalty: 2900.729492
	Iteration 17Q: 3 clusters Score -726412.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -726468.250000 Penalty: 2900.729492
	Iteration 18Q: 3 clusters Score -726468.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -726510.562500 Penalty: 2900.729492
	Iteration 19Q: 3 clusters Score -726510.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -726536.125000 Penalty: 2900.729492
	Iteration 20F: 3 clusters Score -726536.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -726549.812500 Penalty: 2900.729492
	Iteration 21Q: 3 clusters Score -726549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -726554.812500 Penalty: 2900.729492
	Iteration 22Q: 3 clusters Score -726554.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -726558.375000 Penalty: 2900.729492
	Iteration 23Q: 3 clusters Score -726558.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -726565.437500 Penalty: 2900.729492
	Iteration 24Q: 3 clusters Score -726565.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -726567.625000 Penalty: 2900.729492
	Iteration 25Q: 3 clusters Score -726567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -726572.687500 Penalty: 2900.729492
	Iteration 26Q: 3 clusters Score -726572.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -726577.187500 Penalty: 2900.729492
	Iteration 27Q: 3 clusters Score -726577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -726586.312500 Penalty: 2900.729492
	Iteration 28Q: 3 clusters Score -726586.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -726595.937500 Penalty: 2900.729492
	Iteration 29Q: 3 clusters Score -726595.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -726601.437500 Penalty: 2900.729492
	Iteration 30Q: 3 clusters Score -726601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -726609.687500 Penalty: 2900.729492
	Iteration 31Q: 3 clusters Score -726609.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -726617.687500 Penalty: 2900.729492
	Iteration 32Q: 3 clusters Score -726617.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -726622.937500 Penalty: 2900.729492
	Iteration 33Q: 3 clusters Score -726622.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -726628.687500 Penalty: 2900.729492
	Iteration 34Q: 3 clusters Score -726628.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -726633.500000 Penalty: 2900.729492
	Iteration 35Q: 3 clusters Score -726633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -726635.750000 Penalty: 2900.729492
	Iteration 36Q: 3 clusters Score -726635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -726637.687500 Penalty: 2900.729492
	Iteration 37Q: 3 clusters Score -726637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -726638.062500 Penalty: 2900.729492
	Iteration 38Q: 3 clusters Score -726638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -726638.062500 Penalty: 2900.729492
	Iteration 39F: 3 clusters Score -726638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (114357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114357 members 
Entering Unmasked Estep 
Score: -10749708.000000 Penalty: 1892.650513
	Iteration 0F: 2 clusters Score -1.074971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57109 members 
Mstep: Class 2 contains 57248 members 
Entering Unmasked Estep 
Score: -10673345.000000 Penalty: 3785.301025
	Iteration 0F: 3 clusters Score -1.067334e+07 nChanged 54860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -10705514.000000 Penalty: 3785.301025
	Iteration 1F: 3 clusters Score -1.070551e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -10706862.000000 Penalty: 3785.301025
	Iteration 2Q: 3 clusters Score -1.070686e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -10708996.000000 Penalty: 3785.301025
	Iteration 3Q: 3 clusters Score -1.0709e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 65023 members 
Entering Unmasked Estep 
Score: -10712116.000000 Penalty: 3785.301025
	Iteration 4F: 3 clusters Score -1.071212e+07 nChanged 7058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -10716686.000000 Penalty: 3785.301025
	Iteration 5F: 3 clusters Score -1.071669e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 73372 members 
Entering Unmasked Estep 
Score: -10722494.000000 Penalty: 3785.301025
	Iteration 6F: 3 clusters Score -1.072249e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 78704 members 
Entering Unmasked Estep 
Score: -10729090.000000 Penalty: 3785.301025
	Iteration 7F: 3 clusters Score -1.072909e+07 nChanged 6951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -10734911.000000 Penalty: 3785.301025
	Iteration 8F: 3 clusters Score -1.073491e+07 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 87838 members 
Entering Unmasked Estep 
Score: -10739117.000000 Penalty: 3785.301025
	Iteration 9Q: 3 clusters Score -1.073912e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 91181 members 
Entering Unmasked Estep 
Score: -10741927.000000 Penalty: 3785.301025
	Iteration 10Q: 3 clusters Score -1.074193e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 93976 members 
Entering Unmasked Estep 
Score: -10744067.000000 Penalty: 3785.301025
	Iteration 11Q: 3 clusters Score -1.074407e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -10745736.000000 Penalty: 3785.301025
	Iteration 12Q: 3 clusters Score -1.074574e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 98235 members 
Entering Unmasked Estep 
Score: -10747032.000000 Penalty: 3785.301025
	Iteration 13Q: 3 clusters Score -1.074703e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 99772 members 
Entering Unmasked Estep 
Score: -10748019.000000 Penalty: 3785.301025
	Iteration 14Q: 3 clusters Score -1.074802e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 100983 members 
Entering Unmasked Estep 
Score: -10748712.000000 Penalty: 3785.301025
	Iteration 15Q: 3 clusters Score -1.074871e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 101959 members 
Entering Unmasked Estep 
Score: -10749165.000000 Penalty: 3785.301025
	Iteration 16Q: 3 clusters Score -1.074916e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -10749510.000000 Penalty: 3785.301025
	Iteration 17Q: 3 clusters Score -1.074951e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 103443 members 
Entering Unmasked Estep 
Score: -10749676.000000 Penalty: 3785.301025
	Iteration 18Q: 3 clusters Score -1.074968e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 104042 members 
Entering Unmasked Estep 
Score: -10749878.000000 Penalty: 3785.301025
	Iteration 19Q: 3 clusters Score -1.074988e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 104577 members 
Entering Unmasked Estep 
Score: -10749994.000000 Penalty: 3785.301025
	Iteration 20F: 3 clusters Score -1.074999e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 104999 members 
Entering Unmasked Estep 
Score: -10750092.000000 Penalty: 3785.301025
	Iteration 21Q: 3 clusters Score -1.075009e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 105357 members 
Entering Unmasked Estep 
Score: -10750139.000000 Penalty: 3785.301025
	Iteration 22Q: 3 clusters Score -1.075014e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 105667 members 
Entering Unmasked Estep 
Score: -10750204.000000 Penalty: 3785.301025
	Iteration 23Q: 3 clusters Score -1.07502e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -10750256.000000 Penalty: 3785.301025
	Iteration 24Q: 3 clusters Score -1.075026e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 106214 members 
Entering Unmasked Estep 
Score: -10750299.000000 Penalty: 3785.301025
	Iteration 25Q: 3 clusters Score -1.07503e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 106441 members 
Entering Unmasked Estep 
Score: -10750320.000000 Penalty: 3785.301025
	Iteration 26Q: 3 clusters Score -1.075032e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -10750330.000000 Penalty: 3785.301025
	Iteration 27Q: 3 clusters Score -1.075033e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 106846 members 
Entering Unmasked Estep 
Score: -10750329.000000 Penalty: 3785.301025
	Iteration 28Q: 3 clusters Score -1.075033e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 107008 members 
Entering Unmasked Estep 
Score: -10750351.000000 Penalty: 3785.301025
	Iteration 29Q: 3 clusters Score -1.075035e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -10750366.000000 Penalty: 3785.301025
	Iteration 30Q: 3 clusters Score -1.075037e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 107245 members 
Entering Unmasked Estep 
Score: -10750390.000000 Penalty: 3785.301025
	Iteration 31Q: 3 clusters Score -1.075039e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 107322 members 
Entering Unmasked Estep 
Score: -10750390.000000 Penalty: 3785.301025
	Iteration 32Q: 3 clusters Score -1.075039e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 107385 members 
Entering Unmasked Estep 
Score: -10750401.000000 Penalty: 3785.301025
	Iteration 33Q: 3 clusters Score -1.07504e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 107422 members 
Entering Unmasked Estep 
Score: -10750402.000000 Penalty: 3785.301025
	Iteration 34Q: 3 clusters Score -1.07504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 107450 members 
Entering Unmasked Estep 
Score: -10750407.000000 Penalty: 3785.301025
	Iteration 35Q: 3 clusters Score -1.075041e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 107475 members 
Entering Unmasked Estep 
Score: -10750404.000000 Penalty: 3785.301025
	Iteration 36Q: 3 clusters Score -1.07504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 107494 members 
Entering Unmasked Estep 
Score: -10750416.000000 Penalty: 3785.301025
	Iteration 37Q: 3 clusters Score -1.075042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 107506 members 
Entering Unmasked Estep 
Score: -10750413.000000 Penalty: 3785.301025
	Iteration 38Q: 3 clusters Score -1.075041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 107520 members 
Entering Unmasked Estep 
Score: -10750422.000000 Penalty: 3785.301025
	Iteration 39Q: 3 clusters Score -1.075042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 107540 members 
Entering Unmasked Estep 
Score: -10750418.000000 Penalty: 3785.301025
	Iteration 40F: 3 clusters Score -1.075042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 107558 members 
Entering Unmasked Estep 
Score: -10750415.000000 Penalty: 3785.301025
	Iteration 41Q: 3 clusters Score -1.075042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 107574 members 
Entering Unmasked Estep 
Score: -10750417.000000 Penalty: 3785.301025
	Iteration 42Q: 3 clusters Score -1.075042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 107587 members 
Entering Unmasked Estep 
Score: -10750422.000000 Penalty: 3785.301025
	Iteration 43Q: 3 clusters Score -1.075042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 107603 members 
Entering Unmasked Estep 
Score: -10750425.000000 Penalty: 3785.301025
	Iteration 44Q: 3 clusters Score -1.075042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 107621 members 
Entering Unmasked Estep 
Score: -10750424.000000 Penalty: 3785.301025
	Iteration 45Q: 3 clusters Score -1.075042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 107634 members 
Entering Unmasked Estep 
Score: -10750425.000000 Penalty: 3785.301025
	Iteration 46Q: 3 clusters Score -1.075042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 107647 members 
Entering Unmasked Estep 
Score: -10750424.000000 Penalty: 3785.301025
	Iteration 47Q: 3 clusters Score -1.075042e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 107659 members 
Entering Unmasked Estep 
Score: -10750426.000000 Penalty: 3785.301025
	Iteration 48Q: 3 clusters Score -1.075043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 107670 members 
Entering Unmasked Estep 
Score: -10750428.000000 Penalty: 3785.301025
	Iteration 49Q: 3 clusters Score -1.075043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 107678 members 
Entering Unmasked Estep 
Score: -10750427.000000 Penalty: 3785.301025
	Iteration 50Q: 3 clusters Score -1.075043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 107687 members 
Entering Unmasked Estep 
Score: -10750436.000000 Penalty: 3785.301025
	Iteration 51Q: 3 clusters Score -1.075044e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 107694 members 
Entering Unmasked Estep 
Score: -10750431.000000 Penalty: 3785.301025
	Iteration 52Q: 3 clusters Score -1.075043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 107697 members 
Entering Unmasked Estep 
Score: -10750426.000000 Penalty: 3785.301025
	Iteration 53Q: 3 clusters Score -1.075043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 107701 members 
Entering Unmasked Estep 
Score: -10750405.000000 Penalty: 3785.301025
	Iteration 54Q: 3 clusters Score -1.07504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 107707 members 
Entering Unmasked Estep 
Score: -10750414.000000 Penalty: 3785.301025
	Iteration 55Q: 3 clusters Score -1.075041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -10750402.000000 Penalty: 3785.301025
	Iteration 56Q: 3 clusters Score -1.07504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -10750391.000000 Penalty: 3785.301025
	Iteration 57Q: 3 clusters Score -1.075039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 107717 members 
Entering Unmasked Estep 
Score: -10750400.000000 Penalty: 3785.301025
	Iteration 58Q: 3 clusters Score -1.07504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 107718 members 
Entering Unmasked Estep 
Score: -10750399.000000 Penalty: 3785.301025
	Iteration 59Q: 3 clusters Score -1.07504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 107719 members 
Entering Unmasked Estep 
Score: -10750399.000000 Penalty: 3785.301025
	Iteration 60F: 3 clusters Score -1.07504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 107720 members 
Entering Unmasked Estep 
Score: -10750402.000000 Penalty: 3785.301025
	Iteration 61Q: 3 clusters Score -1.07504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 107721 members 
Entering Unmasked Estep 
Score: -10750402.000000 Penalty: 3785.301025
	Iteration 62Q: 3 clusters Score -1.07504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 107725 members 
Entering Unmasked Estep 
Score: -10750411.000000 Penalty: 3785.301025
	Iteration 63Q: 3 clusters Score -1.075041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -10750409.000000 Penalty: 3785.301025
	Iteration 64Q: 3 clusters Score -1.075041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 107724 members 
Entering Unmasked Estep 
Score: -10750409.000000 Penalty: 3785.301025
	Iteration 65F: 3 clusters Score -1.075041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 151098 members 
Mstep: Class 8 contains 908 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 107724 members 
Mstep: Class 11 contains 38120 members 
Mstep: Class 12 contains 11086 members 
Mstep: Class 13 contains 7520 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 50556 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 25869 members 
Mstep: Class 19 contains 10656 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 103867 members 
Mstep: Class 22 contains 4470 members 
Entering Unmasked Estep 
Score: -52380872.000000 Penalty: 45213.089844
Splitting cluster 14 changes total score from -52380400.000000 to -52380872.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 15 (50556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Entering Unmasked Estep 
Score: -4838689.500000 Penalty: 1760.011108
	Iteration 0F: 2 clusters Score -4838690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4804936.500000 Penalty: 3520.022217
	Iteration 0F: 3 clusters Score -4804936 nChanged 23735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -4819039.500000 Penalty: 3520.022217
	Iteration 1F: 3 clusters Score -4819040 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -4820605.500000 Penalty: 3520.022217
	Iteration 2F: 3 clusters Score -4820606 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -4822768.000000 Penalty: 3520.022217
	Iteration 3F: 3 clusters Score -4822768 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -4825344.000000 Penalty: 3520.022217
	Iteration 4F: 3 clusters Score -4825344 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -4828164.000000 Penalty: 3520.022217
	Iteration 5F: 3 clusters Score -4828164 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4830873.500000 Penalty: 3520.022217
	Iteration 6F: 3 clusters Score -4830874 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4832877.000000 Penalty: 3520.022217
	Iteration 7F: 3 clusters Score -4832877 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -4834165.000000 Penalty: 3520.022217
	Iteration 8Q: 3 clusters Score -4834165 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4835188.000000 Penalty: 3520.022217
	Iteration 9Q: 3 clusters Score -4835188 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -4836052.500000 Penalty: 3520.022217
	Iteration 10Q: 3 clusters Score -4836052 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -4836791.500000 Penalty: 3520.022217
	Iteration 11Q: 3 clusters Score -4836792 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4837513.500000 Penalty: 3520.022217
	Iteration 12Q: 3 clusters Score -4837514 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -4838144.000000 Penalty: 3520.022217
	Iteration 13Q: 3 clusters Score -4838144 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -4838742.000000 Penalty: 3520.022217
	Iteration 14Q: 3 clusters Score -4838742 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -4839224.500000 Penalty: 3520.022217
	Iteration 15Q: 3 clusters Score -4839224 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -4839544.500000 Penalty: 3520.022217
	Iteration 16Q: 3 clusters Score -4839544 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -4839776.000000 Penalty: 3520.022217
	Iteration 17Q: 3 clusters Score -4839776 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -4839901.500000 Penalty: 3520.022217
	Iteration 18Q: 3 clusters Score -4839902 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4839979.500000 Penalty: 3520.022217
	Iteration 19Q: 3 clusters Score -4839980 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -4840035.500000 Penalty: 3520.022217
	Iteration 20F: 3 clusters Score -4840036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -4840074.000000 Penalty: 3520.022217
	Iteration 21Q: 3 clusters Score -4840074 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -4840079.000000 Penalty: 3520.022217
	Iteration 22Q: 3 clusters Score -4840079 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4840108.000000 Penalty: 3520.022217
	Iteration 23Q: 3 clusters Score -4840108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4840116.500000 Penalty: 3520.022217
	Iteration 24Q: 3 clusters Score -4840116 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -4840130.000000 Penalty: 3520.022217
	Iteration 25Q: 3 clusters Score -4840130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4840134.500000 Penalty: 3520.022217
	Iteration 26Q: 3 clusters Score -4840134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4840127.000000 Penalty: 3520.022217
	Iteration 27Q: 3 clusters Score -4840127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4840129.000000 Penalty: 3520.022217
	Iteration 28Q: 3 clusters Score -4840129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -4840131.000000 Penalty: 3520.022217
	Iteration 29Q: 3 clusters Score -4840131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4840135.500000 Penalty: 3520.022217
	Iteration 30Q: 3 clusters Score -4840136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4840132.500000 Penalty: 3520.022217
	Iteration 31Q: 3 clusters Score -4840132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -4840131.000000 Penalty: 3520.022217
	Iteration 32Q: 3 clusters Score -4840131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -4840129.500000 Penalty: 3520.022217
	Iteration 33Q: 3 clusters Score -4840130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -4840124.500000 Penalty: 3520.022217
	Iteration 34Q: 3 clusters Score -4840124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4840127.500000 Penalty: 3520.022217
	Iteration 35Q: 3 clusters Score -4840128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -4840127.500000 Penalty: 3520.022217
	Iteration 36F: 3 clusters Score -4840128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 151098 members 
Mstep: Class 8 contains 908 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 107724 members 
Mstep: Class 11 contains 38120 members 
Mstep: Class 12 contains 11086 members 
Mstep: Class 13 contains 7520 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 45932 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 25869 members 
Mstep: Class 19 contains 10656 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 103867 members 
Mstep: Class 22 contains 4470 members 
Entering Unmasked Estep 
Score: -52381868.000000 Penalty: 47366.093750
Splitting cluster 15 changes total score from -52380400.000000 to -52381868.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 17 (5269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Entering Unmasked Estep 
Score: -489596.156250 Penalty: 1392.559448
	Iteration 0F: 2 clusters Score -489596.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -485449.812500 Penalty: 2785.118896
	Iteration 0F: 3 clusters Score -485449.8 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -486585.125000 Penalty: 2785.118896
	Iteration 1F: 3 clusters Score -486585.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -486849.093750 Penalty: 2785.118896
	Iteration 2F: 3 clusters Score -486849.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -487078.093750 Penalty: 2785.118896
	Iteration 3F: 3 clusters Score -487078.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -487278.250000 Penalty: 2785.118896
	Iteration 4F: 3 clusters Score -487278.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -487468.968750 Penalty: 2785.118896
	Iteration 5F: 3 clusters Score -487469 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -487645.031250 Penalty: 2785.118896
	Iteration 6Q: 3 clusters Score -487645 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -487836.187500 Penalty: 2785.118896
	Iteration 7Q: 3 clusters Score -487836.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -488028.875000 Penalty: 2785.118896
	Iteration 8Q: 3 clusters Score -488028.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -488184.656250 Penalty: 2785.118896
	Iteration 9Q: 3 clusters Score -488184.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -488296.562500 Penalty: 2785.118896
	Iteration 10Q: 3 clusters Score -488296.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -488382.031250 Penalty: 2785.118896
	Iteration 11Q: 3 clusters Score -488382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -488444.531250 Penalty: 2785.118896
	Iteration 12Q: 3 clusters Score -488444.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -488491.156250 Penalty: 2785.118896
	Iteration 13Q: 3 clusters Score -488491.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -488528.843750 Penalty: 2785.118896
	Iteration 14Q: 3 clusters Score -488528.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -488559.437500 Penalty: 2785.118896
	Iteration 15Q: 3 clusters Score -488559.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -488587.062500 Penalty: 2785.118896
	Iteration 16Q: 3 clusters Score -488587.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -488611.468750 Penalty: 2785.118896
	Iteration 17Q: 3 clusters Score -488611.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -488642.687500 Penalty: 2785.118896
	Iteration 18Q: 3 clusters Score -488642.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -488693.875000 Penalty: 2785.118896
	Iteration 19Q: 3 clusters Score -488693.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -488743.000000 Penalty: 2785.118896
	Iteration 20F: 3 clusters Score -488743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -488786.968750 Penalty: 2785.118896
	Iteration 21Q: 3 clusters Score -488787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -488826.625000 Penalty: 2785.118896
	Iteration 22Q: 3 clusters Score -488826.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -488861.562500 Penalty: 2785.118896
	Iteration 23Q: 3 clusters Score -488861.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -488895.218750 Penalty: 2785.118896
	Iteration 24Q: 3 clusters Score -488895.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -488919.312500 Penalty: 2785.118896
	Iteration 25Q: 3 clusters Score -488919.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -488936.593750 Penalty: 2785.118896
	Iteration 26Q: 3 clusters Score -488936.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -488948.718750 Penalty: 2785.118896
	Iteration 27Q: 3 clusters Score -488948.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -488959.187500 Penalty: 2785.118896
	Iteration 28Q: 3 clusters Score -488959.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -488964.281250 Penalty: 2785.118896
	Iteration 29Q: 3 clusters Score -488964.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -488971.750000 Penalty: 2785.118896
	Iteration 30Q: 3 clusters Score -488971.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -488983.500000 Penalty: 2785.118896
	Iteration 31Q: 3 clusters Score -488983.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -488994.312500 Penalty: 2785.118896
	Iteration 32Q: 3 clusters Score -488994.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -489003.187500 Penalty: 2785.118896
	Iteration 33Q: 3 clusters Score -489003.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -489005.031250 Penalty: 2785.118896
	Iteration 34Q: 3 clusters Score -489005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -489008.593750 Penalty: 2785.118896
	Iteration 35Q: 3 clusters Score -489008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -489008.687500 Penalty: 2785.118896
	Iteration 36Q: 3 clusters Score -489008.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -489009.750000 Penalty: 2785.118896
	Iteration 37Q: 3 clusters Score -489009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -489009.031250 Penalty: 2785.118896
	Iteration 38Q: 3 clusters Score -489009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -489009.593750 Penalty: 2785.118896
	Iteration 39Q: 3 clusters Score -489009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -489010.875000 Penalty: 2785.118896
	Iteration 40F: 3 clusters Score -489010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -489011.906250 Penalty: 2785.118896
	Iteration 41Q: 3 clusters Score -489011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -489011.906250 Penalty: 2785.118896
	Iteration 42F: 3 clusters Score -489011.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Entering Unmasked Estep 
Score: -2461442.000000 Penalty: 1651.130127
	Iteration 0F: 2 clusters Score -2461442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2443992.000000 Penalty: 3302.260254
	Iteration 0F: 3 clusters Score -2443992 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2450391.500000 Penalty: 3302.260254
	Iteration 1F: 3 clusters Score -2450392 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2450802.250000 Penalty: 3302.260254
	Iteration 2Q: 3 clusters Score -2450802 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2451259.750000 Penalty: 3302.260254
	Iteration 3Q: 3 clusters Score -2451260 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2451766.750000 Penalty: 3302.260254
	Iteration 4Q: 3 clusters Score -2451767 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2452395.000000 Penalty: 3302.260254
	Iteration 5Q: 3 clusters Score -2452395 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2453209.250000 Penalty: 3302.260254
	Iteration 6F: 3 clusters Score -2453209 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2454250.500000 Penalty: 3302.260254
	Iteration 7F: 3 clusters Score -2454250 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2455386.250000 Penalty: 3302.260254
	Iteration 8F: 3 clusters Score -2455386 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2456390.250000 Penalty: 3302.260254
	Iteration 9F: 3 clusters Score -2456390 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2457280.250000 Penalty: 3302.260254
	Iteration 10Q: 3 clusters Score -2457280 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2457892.750000 Penalty: 3302.260254
	Iteration 11Q: 3 clusters Score -2457893 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -2458389.000000 Penalty: 3302.260254
	Iteration 12Q: 3 clusters Score -2458389 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -2458768.500000 Penalty: 3302.260254
	Iteration 13Q: 3 clusters Score -2458768 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -2459075.250000 Penalty: 3302.260254
	Iteration 14Q: 3 clusters Score -2459075 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -2459268.500000 Penalty: 3302.260254
	Iteration 15Q: 3 clusters Score -2459268 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2459410.750000 Penalty: 3302.260254
	Iteration 16Q: 3 clusters Score -2459411 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -2459541.750000 Penalty: 3302.260254
	Iteration 17Q: 3 clusters Score -2459542 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -2459637.750000 Penalty: 3302.260254
	Iteration 18Q: 3 clusters Score -2459638 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -2459728.750000 Penalty: 3302.260254
	Iteration 19Q: 3 clusters Score -2459729 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2459786.750000 Penalty: 3302.260254
	Iteration 20F: 3 clusters Score -2459787 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -2459833.500000 Penalty: 3302.260254
	Iteration 21Q: 3 clusters Score -2459834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -2459873.750000 Penalty: 3302.260254
	Iteration 22Q: 3 clusters Score -2459874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -2459914.000000 Penalty: 3302.260254
	Iteration 23Q: 3 clusters Score -2459914 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -2459941.000000 Penalty: 3302.260254
	Iteration 24Q: 3 clusters Score -2459941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -2459964.500000 Penalty: 3302.260254
	Iteration 25Q: 3 clusters Score -2459964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -2459978.500000 Penalty: 3302.260254
	Iteration 26Q: 3 clusters Score -2459978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2459989.250000 Penalty: 3302.260254
	Iteration 27Q: 3 clusters Score -2459989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2459996.750000 Penalty: 3302.260254
	Iteration 28Q: 3 clusters Score -2459997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -2460001.750000 Penalty: 3302.260254
	Iteration 29Q: 3 clusters Score -2460002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -2460008.500000 Penalty: 3302.260254
	Iteration 30Q: 3 clusters Score -2460008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -2460018.250000 Penalty: 3302.260254
	Iteration 31Q: 3 clusters Score -2460018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -2460023.500000 Penalty: 3302.260254
	Iteration 32Q: 3 clusters Score -2460024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -2460025.250000 Penalty: 3302.260254
	Iteration 33Q: 3 clusters Score -2460025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -2460033.750000 Penalty: 3302.260254
	Iteration 34Q: 3 clusters Score -2460034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -2460038.250000 Penalty: 3302.260254
	Iteration 35Q: 3 clusters Score -2460038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2460039.750000 Penalty: 3302.260254
	Iteration 36Q: 3 clusters Score -2460040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -2460043.500000 Penalty: 3302.260254
	Iteration 37Q: 3 clusters Score -2460044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -2460047.250000 Penalty: 3302.260254
	Iteration 38Q: 3 clusters Score -2460047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -2460046.250000 Penalty: 3302.260254
	Iteration 39Q: 3 clusters Score -2460046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -2460047.500000 Penalty: 3302.260254
	Iteration 40F: 3 clusters Score -2460048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2460048.250000 Penalty: 3302.260254
	Iteration 41Q: 3 clusters Score -2460048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2460049.500000 Penalty: 3302.260254
	Iteration 42Q: 3 clusters Score -2460050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2460049.500000 Penalty: 3302.260254
	Iteration 43F: 3 clusters Score -2460050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Entering Unmasked Estep 
Score: -935883.062500 Penalty: 1507.005249
	Iteration 0F: 2 clusters Score -935883.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -928322.750000 Penalty: 3014.010498
	Iteration 0F: 3 clusters Score -928322.8 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -930953.812500 Penalty: 3014.010498
	Iteration 1F: 3 clusters Score -930953.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -931353.062500 Penalty: 3014.010498
	Iteration 2F: 3 clusters Score -931353.1 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -931735.500000 Penalty: 3014.010498
	Iteration 3F: 3 clusters Score -931735.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -932095.687500 Penalty: 3014.010498
	Iteration 4F: 3 clusters Score -932095.7 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -932506.562500 Penalty: 3014.010498
	Iteration 5F: 3 clusters Score -932506.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -932954.312500 Penalty: 3014.010498
	Iteration 6F: 3 clusters Score -932954.3 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -933348.187500 Penalty: 3014.010498
	Iteration 7F: 3 clusters Score -933348.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -933701.937500 Penalty: 3014.010498
	Iteration 8Q: 3 clusters Score -933701.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -934021.750000 Penalty: 3014.010498
	Iteration 9Q: 3 clusters Score -934021.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -934319.500000 Penalty: 3014.010498
	Iteration 10Q: 3 clusters Score -934319.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -934556.437500 Penalty: 3014.010498
	Iteration 11Q: 3 clusters Score -934556.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -934716.937500 Penalty: 3014.010498
	Iteration 12Q: 3 clusters Score -934716.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -934809.625000 Penalty: 3014.010498
	Iteration 13Q: 3 clusters Score -934809.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -934865.000000 Penalty: 3014.010498
	Iteration 14Q: 3 clusters Score -934865 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -934900.562500 Penalty: 3014.010498
	Iteration 15Q: 3 clusters Score -934900.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -934919.375000 Penalty: 3014.010498
	Iteration 16Q: 3 clusters Score -934919.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -934927.437500 Penalty: 3014.010498
	Iteration 17Q: 3 clusters Score -934927.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -934934.812500 Penalty: 3014.010498
	Iteration 18Q: 3 clusters Score -934934.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -934941.312500 Penalty: 3014.010498
	Iteration 19Q: 3 clusters Score -934941.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -934946.312500 Penalty: 3014.010498
	Iteration 20F: 3 clusters Score -934946.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -934949.562500 Penalty: 3014.010498
	Iteration 21Q: 3 clusters Score -934949.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -934953.812500 Penalty: 3014.010498
	Iteration 22Q: 3 clusters Score -934953.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -934959.812500 Penalty: 3014.010498
	Iteration 23Q: 3 clusters Score -934959.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -934967.375000 Penalty: 3014.010498
	Iteration 24Q: 3 clusters Score -934967.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -934973.500000 Penalty: 3014.010498
	Iteration 25Q: 3 clusters Score -934973.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -934979.437500 Penalty: 3014.010498
	Iteration 26Q: 3 clusters Score -934979.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -934988.312500 Penalty: 3014.010498
	Iteration 27Q: 3 clusters Score -934988.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -934994.062500 Penalty: 3014.010498
	Iteration 28Q: 3 clusters Score -934994.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -934999.750000 Penalty: 3014.010498
	Iteration 29Q: 3 clusters Score -934999.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -935005.687500 Penalty: 3014.010498
	Iteration 30Q: 3 clusters Score -935005.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -935017.125000 Penalty: 3014.010498
	Iteration 31Q: 3 clusters Score -935017.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -935024.625000 Penalty: 3014.010498
	Iteration 32Q: 3 clusters Score -935024.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -935024.125000 Penalty: 3014.010498
	Iteration 33Q: 3 clusters Score -935024.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -935029.750000 Penalty: 3014.010498
	Iteration 34Q: 3 clusters Score -935029.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -935028.125000 Penalty: 3014.010498
	Iteration 35Q: 3 clusters Score -935028.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -935029.937500 Penalty: 3014.010498
	Iteration 36Q: 3 clusters Score -935029.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -935035.312500 Penalty: 3014.010498
	Iteration 37Q: 3 clusters Score -935035.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -935037.125000 Penalty: 3014.010498
	Iteration 38Q: 3 clusters Score -935037.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -935039.750000 Penalty: 3014.010498
	Iteration 39Q: 3 clusters Score -935039.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -935041.312500 Penalty: 3014.010498
	Iteration 40F: 3 clusters Score -935041.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -935047.125000 Penalty: 3014.010498
	Iteration 41Q: 3 clusters Score -935047.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -935047.250000 Penalty: 3014.010498
	Iteration 42Q: 3 clusters Score -935047.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -935051.375000 Penalty: 3014.010498
	Iteration 43Q: 3 clusters Score -935051.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -935055.375000 Penalty: 3014.010498
	Iteration 44Q: 3 clusters Score -935055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -935054.812500 Penalty: 3014.010498
	Iteration 45Q: 3 clusters Score -935054.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -935057.812500 Penalty: 3014.010498
	Iteration 46Q: 3 clusters Score -935057.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -935057.562500 Penalty: 3014.010498
	Iteration 47Q: 3 clusters Score -935057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -935056.937500 Penalty: 3014.010498
	Iteration 48Q: 3 clusters Score -935056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -935059.125000 Penalty: 3014.010498
	Iteration 49Q: 3 clusters Score -935059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -935060.250000 Penalty: 3014.010498
	Iteration 50Q: 3 clusters Score -935060.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -935060.125000 Penalty: 3014.010498
	Iteration 51Q: 3 clusters Score -935060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -935061.000000 Penalty: 3014.010498
	Iteration 52Q: 3 clusters Score -935061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -935060.437500 Penalty: 3014.010498
	Iteration 53Q: 3 clusters Score -935060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -935060.937500 Penalty: 3014.010498
	Iteration 54Q: 3 clusters Score -935060.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -935060.937500 Penalty: 3014.010498
	Iteration 55F: 3 clusters Score -935060.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -69600.421875 Penalty: 1084.410889
	Iteration 0F: 2 clusters Score -69600.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68342.140625 Penalty: 2168.821777
	Iteration 0F: 3 clusters Score -68342.14 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68558.882812 Penalty: 2168.821777
	Iteration 1F: 3 clusters Score -68558.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68612.703125 Penalty: 2168.821777
	Iteration 2F: 3 clusters Score -68612.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68642.351562 Penalty: 2168.821777
	Iteration 3Q: 3 clusters Score -68642.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68666.578125 Penalty: 2168.821777
	Iteration 4Q: 3 clusters Score -68666.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -68686.289062 Penalty: 2168.821777
	Iteration 5Q: 3 clusters Score -68686.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68698.382812 Penalty: 2168.821777
	Iteration 6Q: 3 clusters Score -68698.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68714.320312 Penalty: 2168.821777
	Iteration 7Q: 3 clusters Score -68714.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68725.070312 Penalty: 2168.821777
	Iteration 8Q: 3 clusters Score -68725.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68731.828125 Penalty: 2168.821777
	Iteration 9Q: 3 clusters Score -68731.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68738.015625 Penalty: 2168.821777
	Iteration 10Q: 3 clusters Score -68738.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -68744.031250 Penalty: 2168.821777
	Iteration 11Q: 3 clusters Score -68744.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68747.632812 Penalty: 2168.821777
	Iteration 12Q: 3 clusters Score -68747.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68748.046875 Penalty: 2168.821777
	Iteration 13Q: 3 clusters Score -68748.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68748.046875 Penalty: 2168.821777
	Iteration 14F: 3 clusters Score -68748.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (103867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Entering Unmasked Estep 
Score: -9758783.000000 Penalty: 1877.015747
	Iteration 0F: 2 clusters Score -9758783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -9689370.000000 Penalty: 3754.031494
	Iteration 0F: 3 clusters Score -9689370 nChanged 49717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -9718252.000000 Penalty: 3754.031494
	Iteration 1F: 3 clusters Score -9718252 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -9719285.000000 Penalty: 3754.031494
	Iteration 2Q: 3 clusters Score -9719285 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59039 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -9720578.000000 Penalty: 3754.031494
	Iteration 3Q: 3 clusters Score -9720578 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -9722671.000000 Penalty: 3754.031494
	Iteration 4Q: 3 clusters Score -9722671 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -9726322.000000 Penalty: 3754.031494
	Iteration 5F: 3 clusters Score -9726322 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76964 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -9732221.000000 Penalty: 3754.031494
	Iteration 6F: 3 clusters Score -9732221 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85987 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -9740593.000000 Penalty: 3754.031494
	Iteration 7F: 3 clusters Score -9740593 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94081 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -9748677.000000 Penalty: 3754.031494
	Iteration 8F: 3 clusters Score -9748677 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99311 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -9753774.000000 Penalty: 3754.031494
	Iteration 9F: 3 clusters Score -9753774 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101862 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9756014.000000 Penalty: 3754.031494
	Iteration 10Q: 3 clusters Score -9756014 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102857 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9756828.000000 Penalty: 3754.031494
	Iteration 11Q: 3 clusters Score -9756828 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103227 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9757133.000000 Penalty: 3754.031494
	Iteration 12Q: 3 clusters Score -9757133 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103365 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9757256.000000 Penalty: 3754.031494
	Iteration 13Q: 3 clusters Score -9757256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103420 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9757290.000000 Penalty: 3754.031494
	Iteration 14Q: 3 clusters Score -9757290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103454 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9757316.000000 Penalty: 3754.031494
	Iteration 15Q: 3 clusters Score -9757316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103473 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9757343.000000 Penalty: 3754.031494
	Iteration 16Q: 3 clusters Score -9757343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103490 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9757361.000000 Penalty: 3754.031494
	Iteration 17Q: 3 clusters Score -9757361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103496 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9757368.000000 Penalty: 3754.031494
	Iteration 18Q: 3 clusters Score -9757368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103503 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9757370.000000 Penalty: 3754.031494
	Iteration 19Q: 3 clusters Score -9757370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103505 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9757381.000000 Penalty: 3754.031494
	Iteration 20F: 3 clusters Score -9757381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9757383.000000 Penalty: 3754.031494
	Iteration 21Q: 3 clusters Score -9757383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9757391.000000 Penalty: 3754.031494
	Iteration 22Q: 3 clusters Score -9757391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9757390.000000 Penalty: 3754.031494
	Iteration 23Q: 3 clusters Score -9757390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103502 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9757390.000000 Penalty: 3754.031494
	Iteration 24F: 3 clusters Score -9757390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Entering Unmasked Estep 
Score: -389270.312500 Penalty: 1365.835815
	Iteration 0F: 2 clusters Score -389270.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -385600.343750 Penalty: 2731.671631
	Iteration 0F: 3 clusters Score -385600.3 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -386612.125000 Penalty: 2731.671631
	Iteration 1F: 3 clusters Score -386612.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -386814.000000 Penalty: 2731.671631
	Iteration 2F: 3 clusters Score -386814 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -386987.968750 Penalty: 2731.671631
	Iteration 3F: 3 clusters Score -386988 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -387170.531250 Penalty: 2731.671631
	Iteration 4F: 3 clusters Score -387170.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -387404.750000 Penalty: 2731.671631
	Iteration 5F: 3 clusters Score -387404.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -387719.312500 Penalty: 2731.671631
	Iteration 6F: 3 clusters Score -387719.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -388053.062500 Penalty: 2731.671631
	Iteration 7F: 3 clusters Score -388053.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -388361.968750 Penalty: 2731.671631
	Iteration 8F: 3 clusters Score -388362 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -388572.687500 Penalty: 2731.671631
	Iteration 9F: 3 clusters Score -388572.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -388680.437500 Penalty: 2731.671631
	Iteration 10Q: 3 clusters Score -388680.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -388731.937500 Penalty: 2731.671631
	Iteration 11Q: 3 clusters Score -388731.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -388768.187500 Penalty: 2731.671631
	Iteration 12Q: 3 clusters Score -388768.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -388797.875000 Penalty: 2731.671631
	Iteration 13Q: 3 clusters Score -388797.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -388814.312500 Penalty: 2731.671631
	Iteration 14Q: 3 clusters Score -388814.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -388821.562500 Penalty: 2731.671631
	Iteration 15Q: 3 clusters Score -388821.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -388826.687500 Penalty: 2731.671631
	Iteration 16Q: 3 clusters Score -388826.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -388833.281250 Penalty: 2731.671631
	Iteration 17Q: 3 clusters Score -388833.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -388838.125000 Penalty: 2731.671631
	Iteration 18Q: 3 clusters Score -388838.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -388842.906250 Penalty: 2731.671631
	Iteration 19Q: 3 clusters Score -388842.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -388846.062500 Penalty: 2731.671631
	Iteration 20F: 3 clusters Score -388846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -388847.687500 Penalty: 2731.671631
	Iteration 21Q: 3 clusters Score -388847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -388847.750000 Penalty: 2731.671631
	Iteration 22Q: 3 clusters Score -388847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -388848.718750 Penalty: 2731.671631
	Iteration 23Q: 3 clusters Score -388848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -388849.187500 Penalty: 2731.671631
	Iteration 24Q: 3 clusters Score -388849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -388849.437500 Penalty: 2731.671631
	Iteration 25Q: 3 clusters Score -388849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -388849.437500 Penalty: 2731.671631
	Iteration 26F: 3 clusters Score -388849.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5924 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 151098 members 
Mstep: Class 8 contains 908 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 11 contains 38120 members 
Mstep: Class 12 contains 11086 members 
Mstep: Class 13 contains 7520 members 
Mstep: Class 14 contains 6633 members 
Mstep: Class 15 contains 45932 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 25869 members 
Mstep: Class 19 contains 10656 members 
Mstep: Class 20 contains 791 members 
Mstep: Class 21 contains 103867 members 
Mstep: Class 22 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52383248.000000 Penalty: 47366.093750
Iteration 79Q: 23 clusters Score -5.238325e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5950 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 151135 members 
Mstep: Class 8 contains 914 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 107105 members 
Mstep: Class 11 contains 38467 members 
Mstep: Class 12 contains 11110 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 6932 members 
Mstep: Class 15 contains 45385 members 
Mstep: Class 16 contains 4719 members 
Mstep: Class 17 contains 5291 members 
Mstep: Class 18 contains 26036 members 
Mstep: Class 19 contains 10665 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103891 members 
Mstep: Class 22 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384336.000000 Penalty: 47366.093750
Iteration 80F: 23 clusters Score -5.238434e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 2346 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 859 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 4037 members 
Mstep: Class 7 contains 151160 members 
Mstep: Class 8 contains 915 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 107682 members 
Mstep: Class 11 contains 38613 members 
Mstep: Class 12 contains 10842 members 
Mstep: Class 13 contains 7511 members 
Mstep: Class 14 contains 7078 members 
Mstep: Class 15 contains 44782 members 
Mstep: Class 16 contains 5044 members 
Mstep: Class 17 contains 5269 members 
Mstep: Class 18 contains 25867 members 
Mstep: Class 19 contains 10631 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103872 members 
Mstep: Class 22 contains 4482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384828.000000 Penalty: 47366.093750
Iteration 81Q: 23 clusters Score -5.238483e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 2354 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 860 members 
Mstep: Class 5 contains 5957 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 151198 members 
Mstep: Class 8 contains 920 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 108011 members 
Mstep: Class 11 contains 38736 members 
Mstep: Class 12 contains 10683 members 
Mstep: Class 13 contains 7487 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 44349 members 
Mstep: Class 16 contains 5262 members 
Mstep: Class 17 contains 5261 members 
Mstep: Class 18 contains 25718 members 
Mstep: Class 19 contains 10603 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103858 members 
Mstep: Class 22 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52384940.000000 Penalty: 47366.093750
Iteration 82Q: 23 clusters Score -5.238494e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 5956 members 
Mstep: Class 6 contains 4040 members 
Mstep: Class 7 contains 151228 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108210 members 
Mstep: Class 11 contains 38849 members 
Mstep: Class 12 contains 10572 members 
Mstep: Class 13 contains 7469 members 
Mstep: Class 14 contains 7303 members 
Mstep: Class 15 contains 44009 members 
Mstep: Class 16 contains 5426 members 
Mstep: Class 17 contains 5250 members 
Mstep: Class 18 contains 25611 members 
Mstep: Class 19 contains 10592 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103839 members 
Mstep: Class 22 contains 4490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385056.000000 Penalty: 47366.093750
Iteration 83Q: 23 clusters Score -5.238506e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 2361 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 856 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 4041 members 
Mstep: Class 7 contains 151258 members 
Mstep: Class 8 contains 933 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108323 members 
Mstep: Class 11 contains 38904 members 
Mstep: Class 12 contains 10505 members 
Mstep: Class 13 contains 7458 members 
Mstep: Class 14 contains 7385 members 
Mstep: Class 15 contains 43774 members 
Mstep: Class 16 contains 5563 members 
Mstep: Class 17 contains 5242 members 
Mstep: Class 18 contains 25530 members 
Mstep: Class 19 contains 10581 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 103826 members 
Mstep: Class 22 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385012.000000 Penalty: 47366.093750
Iteration 84Q: 23 clusters Score -5.238501e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 2362 members 
Mstep: Class 3 contains 4080 members 
Mstep: Class 4 contains 855 members 
Mstep: Class 5 contains 5965 members 
Mstep: Class 6 contains 4044 members 
Mstep: Class 7 contains 151273 members 
Mstep: Class 8 contains 943 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 108418 members 
Mstep: Class 11 contains 38926 members 
Mstep: Class 12 contains 10455 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 7435 members 
Mstep: Class 15 contains 43607 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 5239 members 
Mstep: Class 18 contains 25465 members 
Mstep: Class 19 contains 10570 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 103825 members 
Mstep: Class 22 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385184.000000 Penalty: 47366.093750
Iteration 85Q: 23 clusters Score -5.238518e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 3 contains 4080 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 5965 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 151282 members 
Mstep: Class 8 contains 949 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 108475 members 
Mstep: Class 11 contains 38947 members 
Mstep: Class 12 contains 10422 members 
Mstep: Class 13 contains 7437 members 
Mstep: Class 14 contains 7494 members 
Mstep: Class 15 contains 43485 members 
Mstep: Class 16 contains 5750 members 
Mstep: Class 17 contains 5238 members 
Mstep: Class 18 contains 25408 members 
Mstep: Class 19 contains 10566 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 103824 members 
Mstep: Class 22 contains 4492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385212.000000 Penalty: 47366.093750
Iteration 86Q: 23 clusters Score -5.238521e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 2361 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 851 members 
Mstep: Class 5 contains 5958 members 
Mstep: Class 6 contains 4048 members 
Mstep: Class 7 contains 151297 members 
Mstep: Class 8 contains 952 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 108526 members 
Mstep: Class 11 contains 38976 members 
Mstep: Class 12 contains 10400 members 
Mstep: Class 13 contains 7425 members 
Mstep: Class 14 contains 7538 members 
Mstep: Class 15 contains 43369 members 
Mstep: Class 16 contains 5825 members 
Mstep: Class 17 contains 5231 members 
Mstep: Class 18 contains 25361 members 
Mstep: Class 19 contains 10559 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 103824 members 
Mstep: Class 22 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385296.000000 Penalty: 47366.093750
Iteration 87Q: 23 clusters Score -5.23853e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 3 contains 4080 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 6 contains 4051 members 
Mstep: Class 7 contains 151307 members 
Mstep: Class 8 contains 956 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108568 members 
Mstep: Class 11 contains 38992 members 
Mstep: Class 12 contains 10374 members 
Mstep: Class 13 contains 7417 members 
Mstep: Class 14 contains 7578 members 
Mstep: Class 15 contains 43273 members 
Mstep: Class 16 contains 5887 members 
Mstep: Class 17 contains 5225 members 
Mstep: Class 18 contains 25330 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 103826 members 
Mstep: Class 22 contains 4492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385272.000000 Penalty: 47366.093750
Iteration 88Q: 23 clusters Score -5.238527e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 5949 members 
Mstep: Class 6 contains 4055 members 
Mstep: Class 7 contains 151318 members 
Mstep: Class 8 contains 961 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108605 members 
Mstep: Class 11 contains 39006 members 
Mstep: Class 12 contains 10359 members 
Mstep: Class 13 contains 7412 members 
Mstep: Class 14 contains 7615 members 
Mstep: Class 15 contains 43184 members 
Mstep: Class 16 contains 5941 members 
Mstep: Class 17 contains 5221 members 
Mstep: Class 18 contains 25297 members 
Mstep: Class 19 contains 10549 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 103823 members 
Mstep: Class 22 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385212.000000 Penalty: 47366.093750
Iteration 89Q: 23 clusters Score -5.238521e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 5943 members 
Mstep: Class 6 contains 4059 members 
Mstep: Class 7 contains 151325 members 
Mstep: Class 8 contains 965 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108643 members 
Mstep: Class 11 contains 39015 members 
Mstep: Class 12 contains 10344 members 
Mstep: Class 13 contains 7409 members 
Mstep: Class 14 contains 7645 members 
Mstep: Class 15 contains 43114 members 
Mstep: Class 16 contains 5987 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 25268 members 
Mstep: Class 19 contains 10543 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 103818 members 
Mstep: Class 22 contains 4485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385224.000000 Penalty: 47366.093750
Iteration 90Q: 23 clusters Score -5.238522e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 848 members 
Mstep: Class 5 contains 5941 members 
Mstep: Class 6 contains 4065 members 
Mstep: Class 7 contains 151322 members 
Mstep: Class 8 contains 968 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 108674 members 
Mstep: Class 11 contains 39027 members 
Mstep: Class 12 contains 10337 members 
Mstep: Class 13 contains 7406 members 
Mstep: Class 14 contains 7669 members 
Mstep: Class 15 contains 43046 members 
Mstep: Class 16 contains 6020 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 25243 members 
Mstep: Class 19 contains 10540 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 103822 members 
Mstep: Class 22 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385376.000000 Penalty: 47366.093750
Iteration 91Q: 23 clusters Score -5.238538e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 151327 members 
Mstep: Class 8 contains 972 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 108706 members 
Mstep: Class 11 contains 39034 members 
Mstep: Class 12 contains 10333 members 
Mstep: Class 13 contains 7402 members 
Mstep: Class 14 contains 7688 members 
Mstep: Class 15 contains 42989 members 
Mstep: Class 16 contains 6052 members 
Mstep: Class 17 contains 5217 members 
Mstep: Class 18 contains 25223 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 103819 members 
Mstep: Class 22 contains 4478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385328.000000 Penalty: 47366.093750
Iteration 92Q: 23 clusters Score -5.238533e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5942 members 
Mstep: Class 6 contains 4068 members 
Mstep: Class 7 contains 151330 members 
Mstep: Class 8 contains 976 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 108728 members 
Mstep: Class 11 contains 39043 members 
Mstep: Class 12 contains 10328 members 
Mstep: Class 13 contains 7400 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 42932 members 
Mstep: Class 16 contains 6068 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 25211 members 
Mstep: Class 19 contains 10535 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 103820 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385344.000000 Penalty: 47366.093750
Iteration 93Q: 23 clusters Score -5.238534e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 4069 members 
Mstep: Class 7 contains 151332 members 
Mstep: Class 8 contains 984 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 108741 members 
Mstep: Class 11 contains 39051 members 
Mstep: Class 12 contains 10321 members 
Mstep: Class 13 contains 7400 members 
Mstep: Class 14 contains 7736 members 
Mstep: Class 15 contains 42887 members 
Mstep: Class 16 contains 6078 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 25202 members 
Mstep: Class 19 contains 10530 members 
Mstep: Class 20 contains 795 members 
Mstep: Class 21 contains 103824 members 
Mstep: Class 22 contains 4470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385360.000000 Penalty: 47366.093750
Iteration 94Q: 23 clusters Score -5.238536e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 2372 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5943 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 151339 members 
Mstep: Class 8 contains 992 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108764 members 
Mstep: Class 11 contains 39057 members 
Mstep: Class 12 contains 10310 members 
Mstep: Class 13 contains 7400 members 
Mstep: Class 14 contains 7752 members 
Mstep: Class 15 contains 42854 members 
Mstep: Class 16 contains 6085 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 25193 members 
Mstep: Class 19 contains 10521 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 103823 members 
Mstep: Class 22 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385328.000000 Penalty: 47366.093750
Iteration 95Q: 23 clusters Score -5.238533e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5944 members 
Mstep: Class 6 contains 4074 members 
Mstep: Class 7 contains 151347 members 
Mstep: Class 8 contains 997 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108770 members 
Mstep: Class 11 contains 39064 members 
Mstep: Class 12 contains 10302 members 
Mstep: Class 13 contains 7400 members 
Mstep: Class 14 contains 7774 members 
Mstep: Class 15 contains 42825 members 
Mstep: Class 16 contains 6093 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 25189 members 
Mstep: Class 19 contains 10510 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 103821 members 
Mstep: Class 22 contains 4461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385224.000000 Penalty: 47366.093750
Iteration 96Q: 23 clusters Score -5.238522e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 5946 members 
Mstep: Class 6 contains 4075 members 
Mstep: Class 7 contains 151348 members 
Mstep: Class 8 contains 1004 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108782 members 
Mstep: Class 11 contains 39064 members 
Mstep: Class 12 contains 10296 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7785 members 
Mstep: Class 15 contains 42809 members 
Mstep: Class 16 contains 6096 members 
Mstep: Class 17 contains 5217 members 
Mstep: Class 18 contains 25182 members 
Mstep: Class 19 contains 10504 members 
Mstep: Class 20 contains 794 members 
Mstep: Class 21 contains 103820 members 
Mstep: Class 22 contains 4460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385228.000000 Penalty: 47366.093750
Iteration 97Q: 23 clusters Score -5.238523e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 5947 members 
Mstep: Class 6 contains 4076 members 
Mstep: Class 7 contains 151348 members 
Mstep: Class 8 contains 1008 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108796 members 
Mstep: Class 11 contains 39064 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7794 members 
Mstep: Class 15 contains 42795 members 
Mstep: Class 16 contains 6098 members 
Mstep: Class 17 contains 5214 members 
Mstep: Class 18 contains 25178 members 
Mstep: Class 19 contains 10500 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 103818 members 
Mstep: Class 22 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385248.000000 Penalty: 47366.093750
Iteration 98Q: 23 clusters Score -5.238525e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 4078 members 
Mstep: Class 7 contains 151346 members 
Mstep: Class 8 contains 1012 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108806 members 
Mstep: Class 11 contains 39066 members 
Mstep: Class 12 contains 10284 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7806 members 
Mstep: Class 15 contains 42779 members 
Mstep: Class 16 contains 6103 members 
Mstep: Class 17 contains 5212 members 
Mstep: Class 18 contains 25172 members 
Mstep: Class 19 contains 10494 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 103816 members 
Mstep: Class 22 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385276.000000 Penalty: 47366.093750
Iteration 99Q: 23 clusters Score -5.238528e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5948 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 151346 members 
Mstep: Class 8 contains 1015 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108809 members 
Mstep: Class 11 contains 39068 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7818 members 
Mstep: Class 15 contains 42761 members 
Mstep: Class 16 contains 6108 members 
Mstep: Class 17 contains 5210 members 
Mstep: Class 18 contains 25169 members 
Mstep: Class 19 contains 10488 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 103813 members 
Mstep: Class 22 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385344.000000 Penalty: 47366.093750
Iteration 100F: 23 clusters Score -5.238534e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5949 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 151347 members 
Mstep: Class 8 contains 1026 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108806 members 
Mstep: Class 11 contains 39070 members 
Mstep: Class 12 contains 10284 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7828 members 
Mstep: Class 15 contains 42746 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 25168 members 
Mstep: Class 19 contains 10480 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 103811 members 
Mstep: Class 22 contains 4475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385336.000000 Penalty: 47366.093750
Iteration 101Q: 23 clusters Score -5.238534e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5951 members 
Mstep: Class 6 contains 4080 members 
Mstep: Class 7 contains 151350 members 
Mstep: Class 8 contains 1029 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108808 members 
Mstep: Class 11 contains 39071 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7842 members 
Mstep: Class 15 contains 42729 members 
Mstep: Class 16 contains 6120 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 25165 members 
Mstep: Class 19 contains 10477 members 
Mstep: Class 20 contains 793 members 
Mstep: Class 21 contains 103804 members 
Mstep: Class 22 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385364.000000 Penalty: 47366.093750
Iteration 102Q: 23 clusters Score -5.238536e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 151344 members 
Mstep: Class 8 contains 1036 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108813 members 
Mstep: Class 11 contains 39072 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7856 members 
Mstep: Class 15 contains 42711 members 
Mstep: Class 16 contains 6121 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 25164 members 
Mstep: Class 19 contains 10471 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103801 members 
Mstep: Class 22 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385336.000000 Penalty: 47366.093750
Iteration 103Q: 23 clusters Score -5.238534e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 843 members 
Mstep: Class 5 contains 5954 members 
Mstep: Class 6 contains 4083 members 
Mstep: Class 7 contains 151335 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108816 members 
Mstep: Class 11 contains 39076 members 
Mstep: Class 12 contains 10285 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7864 members 
Mstep: Class 15 contains 42700 members 
Mstep: Class 16 contains 6121 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 25163 members 
Mstep: Class 19 contains 10467 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103798 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385352.000000 Penalty: 47366.093750
Iteration 104Q: 23 clusters Score -5.238535e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 4084 members 
Mstep: Class 7 contains 151329 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108826 members 
Mstep: Class 11 contains 39080 members 
Mstep: Class 12 contains 10282 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7868 members 
Mstep: Class 15 contains 42688 members 
Mstep: Class 16 contains 6121 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 18 contains 25164 members 
Mstep: Class 19 contains 10469 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103791 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385368.000000 Penalty: 47366.093750
Iteration 105Q: 23 clusters Score -5.238537e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 847 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 151328 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108832 members 
Mstep: Class 11 contains 39087 members 
Mstep: Class 12 contains 10284 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7872 members 
Mstep: Class 15 contains 42680 members 
Mstep: Class 16 contains 6122 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 18 contains 25162 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103782 members 
Mstep: Class 22 contains 4456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385380.000000 Penalty: 47366.093750
Iteration 106Q: 23 clusters Score -5.238538e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 846 members 
Mstep: Class 5 contains 5956 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 151319 members 
Mstep: Class 8 contains 1078 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108838 members 
Mstep: Class 11 contains 39088 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7873 members 
Mstep: Class 15 contains 42674 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103772 members 
Mstep: Class 22 contains 4459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385428.000000 Penalty: 47366.093750
Iteration 107Q: 23 clusters Score -5.238543e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4077 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5958 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 151317 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108848 members 
Mstep: Class 11 contains 39087 members 
Mstep: Class 12 contains 10294 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7876 members 
Mstep: Class 15 contains 42670 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103761 members 
Mstep: Class 22 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385492.000000 Penalty: 47366.093750
Iteration 108Q: 23 clusters Score -5.238549e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5959 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 151316 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108852 members 
Mstep: Class 11 contains 39090 members 
Mstep: Class 12 contains 10294 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7877 members 
Mstep: Class 15 contains 42663 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5208 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10448 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103750 members 
Mstep: Class 22 contains 4479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385488.000000 Penalty: 47366.093750
Iteration 109Q: 23 clusters Score -5.238549e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 151317 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108852 members 
Mstep: Class 11 contains 39090 members 
Mstep: Class 12 contains 10295 members 
Mstep: Class 13 contains 7402 members 
Mstep: Class 14 contains 7879 members 
Mstep: Class 15 contains 42660 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5207 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10442 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103744 members 
Mstep: Class 22 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385500.000000 Penalty: 47366.093750
Iteration 110Q: 23 clusters Score -5.23855e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5962 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 151315 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108859 members 
Mstep: Class 11 contains 39087 members 
Mstep: Class 12 contains 10295 members 
Mstep: Class 13 contains 7403 members 
Mstep: Class 14 contains 7882 members 
Mstep: Class 15 contains 42655 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10439 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103738 members 
Mstep: Class 22 contains 4493 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 23 clusters Score -5.238547e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5963 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 151313 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108865 members 
Mstep: Class 11 contains 39085 members 
Mstep: Class 12 contains 10295 members 
Mstep: Class 13 contains 7401 members 
Mstep: Class 14 contains 7883 members 
Mstep: Class 15 contains 42652 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25162 members 
Mstep: Class 19 contains 10436 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103735 members 
Mstep: Class 22 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 23 clusters Score -5.238545e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5965 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 151310 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108875 members 
Mstep: Class 11 contains 39085 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 7398 members 
Mstep: Class 14 contains 7884 members 
Mstep: Class 15 contains 42647 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25162 members 
Mstep: Class 19 contains 10432 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103732 members 
Mstep: Class 22 contains 4507 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 23 clusters Score -5.238545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5965 members 
Mstep: Class 6 contains 4085 members 
Mstep: Class 7 contains 151312 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108879 members 
Mstep: Class 11 contains 39086 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 7396 members 
Mstep: Class 14 contains 7887 members 
Mstep: Class 15 contains 42641 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25162 members 
Mstep: Class 19 contains 10426 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103731 members 
Mstep: Class 22 contains 4515 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 23 clusters Score -5.238546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4085 members 
Mstep: Class 7 contains 151312 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108886 members 
Mstep: Class 11 contains 39087 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 7394 members 
Mstep: Class 14 contains 7888 members 
Mstep: Class 15 contains 42637 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10423 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103730 members 
Mstep: Class 22 contains 4518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385496.000000 Penalty: 47366.093750
Iteration 115Q: 23 clusters Score -5.23855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4085 members 
Mstep: Class 7 contains 151313 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108889 members 
Mstep: Class 11 contains 39088 members 
Mstep: Class 12 contains 10291 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42634 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10419 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103730 members 
Mstep: Class 22 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385516.000000 Penalty: 47366.093750
Iteration 116Q: 23 clusters Score -5.238552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4086 members 
Mstep: Class 7 contains 151311 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108890 members 
Mstep: Class 11 contains 39089 members 
Mstep: Class 12 contains 10292 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42632 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10419 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103729 members 
Mstep: Class 22 contains 4523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385488.000000 Penalty: 47366.093750
Iteration 117Q: 23 clusters Score -5.238549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4079 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 151312 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108890 members 
Mstep: Class 11 contains 39092 members 
Mstep: Class 12 contains 10295 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42629 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10416 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103727 members 
Mstep: Class 22 contains 4525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385436.000000 Penalty: 47366.093750
Iteration 118Q: 23 clusters Score -5.238544e+07 nChanged 11
Entering ConstructFrom: 
Score: -52385436.000000 Penalty: 47366.093750
Entering ConstructFrom: 
Trying to split cluster 1 (22979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Entering Unmasked Estep 
Score: -2214931.500000 Penalty: 1631.879639
	Iteration 0F: 2 clusters Score -2214932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2199420.000000 Penalty: 3263.759277
	Iteration 0F: 3 clusters Score -2199420 nChanged 10474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -2205448.750000 Penalty: 3263.759277
	Iteration 1F: 3 clusters Score -2205449 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2205930.250000 Penalty: 3263.759277
	Iteration 2F: 3 clusters Score -2205930 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2206477.750000 Penalty: 3263.759277
	Iteration 3Q: 3 clusters Score -2206478 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2207052.500000 Penalty: 3263.759277
	Iteration 4F: 3 clusters Score -2207052 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2207679.250000 Penalty: 3263.759277
	Iteration 5F: 3 clusters Score -2207679 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2208441.000000 Penalty: 3263.759277
	Iteration 6F: 3 clusters Score -2208441 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2209282.750000 Penalty: 3263.759277
	Iteration 7F: 3 clusters Score -2209283 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2210233.750000 Penalty: 3263.759277
	Iteration 8F: 3 clusters Score -2210234 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2211072.250000 Penalty: 3263.759277
	Iteration 9Q: 3 clusters Score -2211072 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -2211665.000000 Penalty: 3263.759277
	Iteration 10Q: 3 clusters Score -2211665 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -2212026.000000 Penalty: 3263.759277
	Iteration 11Q: 3 clusters Score -2212026 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2212288.500000 Penalty: 3263.759277
	Iteration 12Q: 3 clusters Score -2212288 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2212462.750000 Penalty: 3263.759277
	Iteration 13Q: 3 clusters Score -2212463 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2212620.750000 Penalty: 3263.759277
	Iteration 14Q: 3 clusters Score -2212621 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2212734.000000 Penalty: 3263.759277
	Iteration 15Q: 3 clusters Score -2212734 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2212823.750000 Penalty: 3263.759277
	Iteration 16Q: 3 clusters Score -2212824 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2212901.750000 Penalty: 3263.759277
	Iteration 17Q: 3 clusters Score -2212902 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2212971.250000 Penalty: 3263.759277
	Iteration 18Q: 3 clusters Score -2212971 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2213051.250000 Penalty: 3263.759277
	Iteration 19Q: 3 clusters Score -2213051 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2213104.750000 Penalty: 3263.759277
	Iteration 20F: 3 clusters Score -2213105 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2213147.250000 Penalty: 3263.759277
	Iteration 21Q: 3 clusters Score -2213147 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2213182.500000 Penalty: 3263.759277
	Iteration 22Q: 3 clusters Score -2213182 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2213215.250000 Penalty: 3263.759277
	Iteration 23Q: 3 clusters Score -2213215 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2213261.750000 Penalty: 3263.759277
	Iteration 24Q: 3 clusters Score -2213262 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2213308.750000 Penalty: 3263.759277
	Iteration 25Q: 3 clusters Score -2213309 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2213350.750000 Penalty: 3263.759277
	Iteration 26Q: 3 clusters Score -2213351 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2213390.500000 Penalty: 3263.759277
	Iteration 27Q: 3 clusters Score -2213390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2213422.250000 Penalty: 3263.759277
	Iteration 28Q: 3 clusters Score -2213422 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2213443.500000 Penalty: 3263.759277
	Iteration 29Q: 3 clusters Score -2213444 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2213474.750000 Penalty: 3263.759277
	Iteration 30Q: 3 clusters Score -2213475 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2213509.250000 Penalty: 3263.759277
	Iteration 31Q: 3 clusters Score -2213509 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2213530.250000 Penalty: 3263.759277
	Iteration 32Q: 3 clusters Score -2213530 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2213546.000000 Penalty: 3263.759277
	Iteration 33Q: 3 clusters Score -2213546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -2213566.250000 Penalty: 3263.759277
	Iteration 34Q: 3 clusters Score -2213566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -2213576.500000 Penalty: 3263.759277
	Iteration 35Q: 3 clusters Score -2213576 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2213589.000000 Penalty: 3263.759277
	Iteration 36Q: 3 clusters Score -2213589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2213608.500000 Penalty: 3263.759277
	Iteration 37Q: 3 clusters Score -2213608 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2213621.750000 Penalty: 3263.759277
	Iteration 38Q: 3 clusters Score -2213622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2213644.500000 Penalty: 3263.759277
	Iteration 39Q: 3 clusters Score -2213644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2213658.750000 Penalty: 3263.759277
	Iteration 40F: 3 clusters Score -2213659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2213669.500000 Penalty: 3263.759277
	Iteration 41Q: 3 clusters Score -2213670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2213678.000000 Penalty: 3263.759277
	Iteration 42Q: 3 clusters Score -2213678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2213680.750000 Penalty: 3263.759277
	Iteration 43Q: 3 clusters Score -2213681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2213688.750000 Penalty: 3263.759277
	Iteration 44Q: 3 clusters Score -2213689 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2213697.500000 Penalty: 3263.759277
	Iteration 45Q: 3 clusters Score -2213698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2213705.750000 Penalty: 3263.759277
	Iteration 46Q: 3 clusters Score -2213706 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -2213710.750000 Penalty: 3263.759277
	Iteration 47Q: 3 clusters Score -2213711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2213721.750000 Penalty: 3263.759277
	Iteration 48Q: 3 clusters Score -2213722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2213722.250000 Penalty: 3263.759277
	Iteration 49Q: 3 clusters Score -2213722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -2213734.250000 Penalty: 3263.759277
	Iteration 50Q: 3 clusters Score -2213734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2213733.750000 Penalty: 3263.759277
	Iteration 51Q: 3 clusters Score -2213734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2213743.000000 Penalty: 3263.759277
	Iteration 52Q: 3 clusters Score -2213743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2213748.500000 Penalty: 3263.759277
	Iteration 53Q: 3 clusters Score -2213748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2213751.000000 Penalty: 3263.759277
	Iteration 54Q: 3 clusters Score -2213751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2213754.500000 Penalty: 3263.759277
	Iteration 55Q: 3 clusters Score -2213754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2213757.750000 Penalty: 3263.759277
	Iteration 56Q: 3 clusters Score -2213758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2213764.500000 Penalty: 3263.759277
	Iteration 57Q: 3 clusters Score -2213764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2213763.250000 Penalty: 3263.759277
	Iteration 58Q: 3 clusters Score -2213763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2213766.500000 Penalty: 3263.759277
	Iteration 59Q: 3 clusters Score -2213766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2213769.500000 Penalty: 3263.759277
	Iteration 60F: 3 clusters Score -2213770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2213770.000000 Penalty: 3263.759277
	Iteration 61Q: 3 clusters Score -2213770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2213767.250000 Penalty: 3263.759277
	Iteration 62Q: 3 clusters Score -2213767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -2213772.250000 Penalty: 3263.759277
	Iteration 63Q: 3 clusters Score -2213772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2213768.250000 Penalty: 3263.759277
	Iteration 64Q: 3 clusters Score -2213768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2213766.750000 Penalty: 3263.759277
	Iteration 65Q: 3 clusters Score -2213767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2213766.250000 Penalty: 3263.759277
	Iteration 66Q: 3 clusters Score -2213766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2213767.000000 Penalty: 3263.759277
	Iteration 67Q: 3 clusters Score -2213767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2213770.750000 Penalty: 3263.759277
	Iteration 68Q: 3 clusters Score -2213771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2213769.750000 Penalty: 3263.759277
	Iteration 69Q: 3 clusters Score -2213770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2213769.250000 Penalty: 3263.759277
	Iteration 70Q: 3 clusters Score -2213769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2213775.750000 Penalty: 3263.759277
	Iteration 71Q: 3 clusters Score -2213776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2213774.250000 Penalty: 3263.759277
	Iteration 72Q: 3 clusters Score -2213774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2213773.250000 Penalty: 3263.759277
	Iteration 73Q: 3 clusters Score -2213773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2213774.000000 Penalty: 3263.759277
	Iteration 74Q: 3 clusters Score -2213774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -2213776.500000 Penalty: 3263.759277
	Iteration 75Q: 3 clusters Score -2213776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2213778.250000 Penalty: 3263.759277
	Iteration 76Q: 3 clusters Score -2213778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2213780.750000 Penalty: 3263.759277
	Iteration 77Q: 3 clusters Score -2213781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2213778.000000 Penalty: 3263.759277
	Iteration 78Q: 3 clusters Score -2213778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2213777.250000 Penalty: 3263.759277
	Iteration 79Q: 3 clusters Score -2213777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2213777.000000 Penalty: 3263.759277
	Iteration 80F: 3 clusters Score -2213777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -218220.843750 Penalty: 1262.798462
	Iteration 0F: 2 clusters Score -218220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -215881.828125 Penalty: 2525.596924
	Iteration 0F: 3 clusters Score -215881.8 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -216461.265625 Penalty: 2525.596924
	Iteration 1F: 3 clusters Score -216461.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -216598.390625 Penalty: 2525.596924
	Iteration 2F: 3 clusters Score -216598.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -216698.656250 Penalty: 2525.596924
	Iteration 3F: 3 clusters Score -216698.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -216782.484375 Penalty: 2525.596924
	Iteration 4Q: 3 clusters Score -216782.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -216858.562500 Penalty: 2525.596924
	Iteration 5Q: 3 clusters Score -216858.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -216920.921875 Penalty: 2525.596924
	Iteration 6Q: 3 clusters Score -216920.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -216969.734375 Penalty: 2525.596924
	Iteration 7Q: 3 clusters Score -216969.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -217002.578125 Penalty: 2525.596924
	Iteration 8Q: 3 clusters Score -217002.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -217018.296875 Penalty: 2525.596924
	Iteration 9Q: 3 clusters Score -217018.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -217029.015625 Penalty: 2525.596924
	Iteration 10Q: 3 clusters Score -217029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -217043.218750 Penalty: 2525.596924
	Iteration 11Q: 3 clusters Score -217043.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -217059.781250 Penalty: 2525.596924
	Iteration 12Q: 3 clusters Score -217059.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -217069.406250 Penalty: 2525.596924
	Iteration 13Q: 3 clusters Score -217069.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -217082.093750 Penalty: 2525.596924
	Iteration 14Q: 3 clusters Score -217082.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -217090.906250 Penalty: 2525.596924
	Iteration 15Q: 3 clusters Score -217090.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -217100.265625 Penalty: 2525.596924
	Iteration 16Q: 3 clusters Score -217100.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -217106.937500 Penalty: 2525.596924
	Iteration 17Q: 3 clusters Score -217106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -217112.687500 Penalty: 2525.596924
	Iteration 18Q: 3 clusters Score -217112.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -217116.843750 Penalty: 2525.596924
	Iteration 19Q: 3 clusters Score -217116.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -217124.187500 Penalty: 2525.596924
	Iteration 20F: 3 clusters Score -217124.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -217137.750000 Penalty: 2525.596924
	Iteration 21Q: 3 clusters Score -217137.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -217152.984375 Penalty: 2525.596924
	Iteration 22Q: 3 clusters Score -217153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -217172.671875 Penalty: 2525.596924
	Iteration 23Q: 3 clusters Score -217172.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -217187.125000 Penalty: 2525.596924
	Iteration 24Q: 3 clusters Score -217187.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -217199.765625 Penalty: 2525.596924
	Iteration 25Q: 3 clusters Score -217199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -217206.000000 Penalty: 2525.596924
	Iteration 26Q: 3 clusters Score -217206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -217209.343750 Penalty: 2525.596924
	Iteration 27Q: 3 clusters Score -217209.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -217209.671875 Penalty: 2525.596924
	Iteration 28Q: 3 clusters Score -217209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -217211.437500 Penalty: 2525.596924
	Iteration 29Q: 3 clusters Score -217211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -217212.296875 Penalty: 2525.596924
	Iteration 30Q: 3 clusters Score -217212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -217214.421875 Penalty: 2525.596924
	Iteration 31Q: 3 clusters Score -217214.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -217218.296875 Penalty: 2525.596924
	Iteration 32Q: 3 clusters Score -217218.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -217223.093750 Penalty: 2525.596924
	Iteration 33Q: 3 clusters Score -217223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -217227.437500 Penalty: 2525.596924
	Iteration 34Q: 3 clusters Score -217227.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -217231.750000 Penalty: 2525.596924
	Iteration 35Q: 3 clusters Score -217231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -217234.640625 Penalty: 2525.596924
	Iteration 36Q: 3 clusters Score -217234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -217238.296875 Penalty: 2525.596924
	Iteration 37Q: 3 clusters Score -217238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -217238.968750 Penalty: 2525.596924
	Iteration 38Q: 3 clusters Score -217239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -217238.968750 Penalty: 2525.596924
	Iteration 39F: 3 clusters Score -217239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Entering Unmasked Estep 
Score: -388475.375000 Penalty: 1351.000977
	Iteration 0F: 2 clusters Score -388475.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -385087.000000 Penalty: 2702.001953
	Iteration 0F: 3 clusters Score -385087 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -385939.250000 Penalty: 2702.001953
	Iteration 1F: 3 clusters Score -385939.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -386090.312500 Penalty: 2702.001953
	Iteration 2F: 3 clusters Score -386090.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -386210.750000 Penalty: 2702.001953
	Iteration 3Q: 3 clusters Score -386210.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -386318.187500 Penalty: 2702.001953
	Iteration 4Q: 3 clusters Score -386318.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -386442.718750 Penalty: 2702.001953
	Iteration 5Q: 3 clusters Score -386442.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -386574.687500 Penalty: 2702.001953
	Iteration 6Q: 3 clusters Score -386574.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -386714.218750 Penalty: 2702.001953
	Iteration 7Q: 3 clusters Score -386714.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -386859.656250 Penalty: 2702.001953
	Iteration 8Q: 3 clusters Score -386859.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -386997.593750 Penalty: 2702.001953
	Iteration 9Q: 3 clusters Score -386997.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -387097.593750 Penalty: 2702.001953
	Iteration 10Q: 3 clusters Score -387097.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -387169.093750 Penalty: 2702.001953
	Iteration 11Q: 3 clusters Score -387169.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -387221.187500 Penalty: 2702.001953
	Iteration 12Q: 3 clusters Score -387221.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -387264.406250 Penalty: 2702.001953
	Iteration 13Q: 3 clusters Score -387264.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -387307.625000 Penalty: 2702.001953
	Iteration 14Q: 3 clusters Score -387307.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -387348.437500 Penalty: 2702.001953
	Iteration 15Q: 3 clusters Score -387348.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -387388.656250 Penalty: 2702.001953
	Iteration 16Q: 3 clusters Score -387388.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -387416.843750 Penalty: 2702.001953
	Iteration 17Q: 3 clusters Score -387416.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -387436.156250 Penalty: 2702.001953
	Iteration 18Q: 3 clusters Score -387436.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -387447.968750 Penalty: 2702.001953
	Iteration 19Q: 3 clusters Score -387448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -387457.531250 Penalty: 2702.001953
	Iteration 20F: 3 clusters Score -387457.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -387460.718750 Penalty: 2702.001953
	Iteration 21Q: 3 clusters Score -387460.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -387462.875000 Penalty: 2702.001953
	Iteration 22Q: 3 clusters Score -387462.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -387465.218750 Penalty: 2702.001953
	Iteration 23Q: 3 clusters Score -387465.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -387465.718750 Penalty: 2702.001953
	Iteration 24Q: 3 clusters Score -387465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -387466.843750 Penalty: 2702.001953
	Iteration 25Q: 3 clusters Score -387466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -387468.968750 Penalty: 2702.001953
	Iteration 26Q: 3 clusters Score -387469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -387470.218750 Penalty: 2702.001953
	Iteration 27Q: 3 clusters Score -387470.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -387471.281250 Penalty: 2702.001953
	Iteration 28Q: 3 clusters Score -387471.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -387473.406250 Penalty: 2702.001953
	Iteration 29Q: 3 clusters Score -387473.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -387475.000000 Penalty: 2702.001953
	Iteration 30Q: 3 clusters Score -387475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -387478.375000 Penalty: 2702.001953
	Iteration 31Q: 3 clusters Score -387478.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -387480.968750 Penalty: 2702.001953
	Iteration 32Q: 3 clusters Score -387481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -387484.187500 Penalty: 2702.001953
	Iteration 33Q: 3 clusters Score -387484.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -387485.781250 Penalty: 2702.001953
	Iteration 34Q: 3 clusters Score -387485.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -387487.281250 Penalty: 2702.001953
	Iteration 35Q: 3 clusters Score -387487.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -387487.718750 Penalty: 2702.001953
	Iteration 36Q: 3 clusters Score -387487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -387488.500000 Penalty: 2702.001953
	Iteration 37Q: 3 clusters Score -387488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -387487.375000 Penalty: 2702.001953
	Iteration 38Q: 3 clusters Score -387487.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -387487.375000 Penalty: 2702.001953
	Iteration 39F: 3 clusters Score -387487.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -69610.828125 Penalty: 1094.949829
	Iteration 0F: 2 clusters Score -69610.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68287.562500 Penalty: 2189.899658
	Iteration 0F: 3 clusters Score -68287.56 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -68513.460938 Penalty: 2189.899658
	Iteration 1F: 3 clusters Score -68513.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68636.203125 Penalty: 2189.899658
	Iteration 2F: 3 clusters Score -68636.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -68769.546875 Penalty: 2189.899658
	Iteration 3F: 3 clusters Score -68769.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -69005.750000 Penalty: 2189.899658
	Iteration 4F: 3 clusters Score -69005.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69157.414062 Penalty: 2189.899658
	Iteration 5F: 3 clusters Score -69157.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -69261.960938 Penalty: 2189.899658
	Iteration 6F: 3 clusters Score -69261.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69354.429688 Penalty: 2189.899658
	Iteration 7Q: 3 clusters Score -69354.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -69419.046875 Penalty: 2189.899658
	Iteration 8Q: 3 clusters Score -69419.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -69456.476562 Penalty: 2189.899658
	Iteration 9Q: 3 clusters Score -69456.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -69490.296875 Penalty: 2189.899658
	Iteration 10Q: 3 clusters Score -69490.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -69535.257812 Penalty: 2189.899658
	Iteration 11Q: 3 clusters Score -69535.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -69547.921875 Penalty: 2189.899658
	Iteration 12Q: 3 clusters Score -69547.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -69552.929688 Penalty: 2189.899658
	Iteration 13Q: 3 clusters Score -69552.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -69557.156250 Penalty: 2189.899658
	Iteration 14Q: 3 clusters Score -69557.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -69558.585938 Penalty: 2189.899658
	Iteration 15Q: 3 clusters Score -69558.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -69560.320312 Penalty: 2189.899658
	Iteration 16Q: 3 clusters Score -69560.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69568.148438 Penalty: 2189.899658
	Iteration 17Q: 3 clusters Score -69568.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -69576.914062 Penalty: 2189.899658
	Iteration 18Q: 3 clusters Score -69576.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -69582.390625 Penalty: 2189.899658
	Iteration 19Q: 3 clusters Score -69582.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -69586.578125 Penalty: 2189.899658
	Iteration 20F: 3 clusters Score -69586.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -69589.945312 Penalty: 2189.899658
	Iteration 21Q: 3 clusters Score -69589.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -69591.546875 Penalty: 2189.899658
	Iteration 22Q: 3 clusters Score -69591.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -69591.546875 Penalty: 2189.899658
	Iteration 23F: 3 clusters Score -69591.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Entering Unmasked Estep 
Score: -542422.250000 Penalty: 1412.747803
	Iteration 0F: 2 clusters Score -542422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -537817.625000 Penalty: 2825.495605
	Iteration 0F: 3 clusters Score -537817.6 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -539190.312500 Penalty: 2825.495605
	Iteration 1F: 3 clusters Score -539190.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -539457.437500 Penalty: 2825.495605
	Iteration 2F: 3 clusters Score -539457.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -539640.625000 Penalty: 2825.495605
	Iteration 3F: 3 clusters Score -539640.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -539799.375000 Penalty: 2825.495605
	Iteration 4Q: 3 clusters Score -539799.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -539935.625000 Penalty: 2825.495605
	Iteration 5Q: 3 clusters Score -539935.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -540094.687500 Penalty: 2825.495605
	Iteration 6Q: 3 clusters Score -540094.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -540262.687500 Penalty: 2825.495605
	Iteration 7Q: 3 clusters Score -540262.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -540440.750000 Penalty: 2825.495605
	Iteration 8Q: 3 clusters Score -540440.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -540642.312500 Penalty: 2825.495605
	Iteration 9Q: 3 clusters Score -540642.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -540797.437500 Penalty: 2825.495605
	Iteration 10Q: 3 clusters Score -540797.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -540937.312500 Penalty: 2825.495605
	Iteration 11Q: 3 clusters Score -540937.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -541040.812500 Penalty: 2825.495605
	Iteration 12Q: 3 clusters Score -541040.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -541110.187500 Penalty: 2825.495605
	Iteration 13Q: 3 clusters Score -541110.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -541154.687500 Penalty: 2825.495605
	Iteration 14Q: 3 clusters Score -541154.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -541193.062500 Penalty: 2825.495605
	Iteration 15Q: 3 clusters Score -541193.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -541236.750000 Penalty: 2825.495605
	Iteration 16Q: 3 clusters Score -541236.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -541261.437500 Penalty: 2825.495605
	Iteration 17Q: 3 clusters Score -541261.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -541276.062500 Penalty: 2825.495605
	Iteration 18Q: 3 clusters Score -541276.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -541282.437500 Penalty: 2825.495605
	Iteration 19Q: 3 clusters Score -541282.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -541292.625000 Penalty: 2825.495605
	Iteration 20F: 3 clusters Score -541292.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -541301.125000 Penalty: 2825.495605
	Iteration 21Q: 3 clusters Score -541301.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -541303.500000 Penalty: 2825.495605
	Iteration 22Q: 3 clusters Score -541303.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -541308.750000 Penalty: 2825.495605
	Iteration 23Q: 3 clusters Score -541308.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -541313.000000 Penalty: 2825.495605
	Iteration 24Q: 3 clusters Score -541313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -541317.187500 Penalty: 2825.495605
	Iteration 25Q: 3 clusters Score -541317.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -541319.437500 Penalty: 2825.495605
	Iteration 26Q: 3 clusters Score -541319.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -541322.500000 Penalty: 2825.495605
	Iteration 27Q: 3 clusters Score -541322.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -541323.750000 Penalty: 2825.495605
	Iteration 28Q: 3 clusters Score -541323.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -541327.625000 Penalty: 2825.495605
	Iteration 29Q: 3 clusters Score -541327.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -541328.000000 Penalty: 2825.495605
	Iteration 30Q: 3 clusters Score -541328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -541330.437500 Penalty: 2825.495605
	Iteration 31Q: 3 clusters Score -541330.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -541332.000000 Penalty: 2825.495605
	Iteration 32Q: 3 clusters Score -541332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -541332.375000 Penalty: 2825.495605
	Iteration 33Q: 3 clusters Score -541332.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -541335.937500 Penalty: 2825.495605
	Iteration 34Q: 3 clusters Score -541335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -541337.375000 Penalty: 2825.495605
	Iteration 35Q: 3 clusters Score -541337.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -541340.062500 Penalty: 2825.495605
	Iteration 36Q: 3 clusters Score -541340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -541339.687500 Penalty: 2825.495605
	Iteration 37Q: 3 clusters Score -541339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -541340.125000 Penalty: 2825.495605
	Iteration 38Q: 3 clusters Score -541340.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -541340.687500 Penalty: 2825.495605
	Iteration 39Q: 3 clusters Score -541340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -541340.687500 Penalty: 2825.495605
	Iteration 40F: 3 clusters Score -541340.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Entering Unmasked Estep 
Score: -364254.593750 Penalty: 1351.319336
	Iteration 0F: 2 clusters Score -364254.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -360836.718750 Penalty: 2702.638672
	Iteration 0F: 3 clusters Score -360836.7 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -361731.031250 Penalty: 2702.638672
	Iteration 1F: 3 clusters Score -361731 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -361885.656250 Penalty: 2702.638672
	Iteration 2F: 3 clusters Score -361885.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -361995.593750 Penalty: 2702.638672
	Iteration 3Q: 3 clusters Score -361995.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -362103.093750 Penalty: 2702.638672
	Iteration 4Q: 3 clusters Score -362103.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -362217.718750 Penalty: 2702.638672
	Iteration 5Q: 3 clusters Score -362217.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -362354.500000 Penalty: 2702.638672
	Iteration 6Q: 3 clusters Score -362354.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -362503.968750 Penalty: 2702.638672
	Iteration 7Q: 3 clusters Score -362504 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -362684.187500 Penalty: 2702.638672
	Iteration 8F: 3 clusters Score -362684.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -362865.000000 Penalty: 2702.638672
	Iteration 9Q: 3 clusters Score -362865 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -363069.375000 Penalty: 2702.638672
	Iteration 10Q: 3 clusters Score -363069.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -363274.937500 Penalty: 2702.638672
	Iteration 11Q: 3 clusters Score -363274.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -363459.750000 Penalty: 2702.638672
	Iteration 12Q: 3 clusters Score -363459.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -363571.000000 Penalty: 2702.638672
	Iteration 13Q: 3 clusters Score -363571 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -363622.937500 Penalty: 2702.638672
	Iteration 14Q: 3 clusters Score -363622.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -363647.750000 Penalty: 2702.638672
	Iteration 15Q: 3 clusters Score -363647.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -363660.718750 Penalty: 2702.638672
	Iteration 16Q: 3 clusters Score -363660.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -363668.812500 Penalty: 2702.638672
	Iteration 17Q: 3 clusters Score -363668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -363673.437500 Penalty: 2702.638672
	Iteration 18Q: 3 clusters Score -363673.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -363675.750000 Penalty: 2702.638672
	Iteration 19Q: 3 clusters Score -363675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -363677.750000 Penalty: 2702.638672
	Iteration 20F: 3 clusters Score -363677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -363679.437500 Penalty: 2702.638672
	Iteration 21Q: 3 clusters Score -363679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -363679.625000 Penalty: 2702.638672
	Iteration 22Q: 3 clusters Score -363679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -363681.968750 Penalty: 2702.638672
	Iteration 23Q: 3 clusters Score -363682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -363682.125000 Penalty: 2702.638672
	Iteration 24Q: 3 clusters Score -363682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -363684.562500 Penalty: 2702.638672
	Iteration 25Q: 3 clusters Score -363684.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -363684.968750 Penalty: 2702.638672
	Iteration 26Q: 3 clusters Score -363685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -363685.000000 Penalty: 2702.638672
	Iteration 27Q: 3 clusters Score -363685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -363685.406250 Penalty: 2702.638672
	Iteration 28Q: 3 clusters Score -363685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -363685.406250 Penalty: 2702.638672
	Iteration 29F: 3 clusters Score -363685.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151312 members 
Entering Unmasked Estep 
Score: -14352833.000000 Penalty: 1938.153564
	Iteration 0F: 2 clusters Score -1.435283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -14252224.000000 Penalty: 3876.307129
	Iteration 0F: 3 clusters Score -1.425222e+07 nChanged 73117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -14294860.000000 Penalty: 3876.307129
	Iteration 1F: 3 clusters Score -1.429486e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69385 members 
Mstep: Class 2 contains 81927 members 
Entering Unmasked Estep 
Score: -14296182.000000 Penalty: 3876.307129
	Iteration 2Q: 3 clusters Score -1.429618e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65416 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -14298326.000000 Penalty: 3876.307129
	Iteration 3Q: 3 clusters Score -1.429833e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 91797 members 
Entering Unmasked Estep 
Score: -14302069.000000 Penalty: 3876.307129
	Iteration 4F: 3 clusters Score -1.430207e+07 nChanged 10141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -14308240.000000 Penalty: 3876.307129
	Iteration 5F: 3 clusters Score -1.430824e+07 nChanged 11723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 109905 members 
Entering Unmasked Estep 
Score: -14316668.000000 Penalty: 3876.307129
	Iteration 6F: 3 clusters Score -1.431667e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 120381 members 
Entering Unmasked Estep 
Score: -14326006.000000 Penalty: 3876.307129
	Iteration 7F: 3 clusters Score -1.432601e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 129840 members 
Entering Unmasked Estep 
Score: -14334370.000000 Penalty: 3876.307129
	Iteration 8F: 3 clusters Score -1.433437e+07 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 137440 members 
Entering Unmasked Estep 
Score: -14340837.000000 Penalty: 3876.307129
	Iteration 9F: 3 clusters Score -1.434084e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 142891 members 
Entering Unmasked Estep 
Score: -14345197.000000 Penalty: 3876.307129
	Iteration 10Q: 3 clusters Score -1.43452e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 146453 members 
Entering Unmasked Estep 
Score: -14347737.000000 Penalty: 3876.307129
	Iteration 11Q: 3 clusters Score -1.434774e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 148635 members 
Entering Unmasked Estep 
Score: -14349427.000000 Penalty: 3876.307129
	Iteration 12Q: 3 clusters Score -1.434943e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 149775 members 
Entering Unmasked Estep 
Score: -14350333.000000 Penalty: 3876.307129
	Iteration 13Q: 3 clusters Score -1.435033e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 150334 members 
Entering Unmasked Estep 
Score: -14350694.000000 Penalty: 3876.307129
	Iteration 14Q: 3 clusters Score -1.435069e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 150596 members 
Entering Unmasked Estep 
Score: -14350885.000000 Penalty: 3876.307129
	Iteration 15Q: 3 clusters Score -1.435088e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 150715 members 
Entering Unmasked Estep 
Score: -14351009.000000 Penalty: 3876.307129
	Iteration 16Q: 3 clusters Score -1.435101e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 150774 members 
Entering Unmasked Estep 
Score: -14351041.000000 Penalty: 3876.307129
	Iteration 17Q: 3 clusters Score -1.435104e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 150806 members 
Entering Unmasked Estep 
Score: -14351078.000000 Penalty: 3876.307129
	Iteration 18Q: 3 clusters Score -1.435108e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 150832 members 
Entering Unmasked Estep 
Score: -14351122.000000 Penalty: 3876.307129
	Iteration 19Q: 3 clusters Score -1.435112e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 150855 members 
Entering Unmasked Estep 
Score: -14351148.000000 Penalty: 3876.307129
	Iteration 20F: 3 clusters Score -1.435115e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 150874 members 
Entering Unmasked Estep 
Score: -14351173.000000 Penalty: 3876.307129
	Iteration 21Q: 3 clusters Score -1.435117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 150874 members 
Entering Unmasked Estep 
Score: -14351183.000000 Penalty: 3876.307129
	Iteration 22Q: 3 clusters Score -1.435118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 150877 members 
Entering Unmasked Estep 
Score: -14351202.000000 Penalty: 3876.307129
	Iteration 23Q: 3 clusters Score -1.43512e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 150883 members 
Entering Unmasked Estep 
Score: -14351203.000000 Penalty: 3876.307129
	Iteration 24Q: 3 clusters Score -1.43512e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 150889 members 
Entering Unmasked Estep 
Score: -14351210.000000 Penalty: 3876.307129
	Iteration 25Q: 3 clusters Score -1.435121e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 150894 members 
Entering Unmasked Estep 
Score: -14351216.000000 Penalty: 3876.307129
	Iteration 26Q: 3 clusters Score -1.435122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 150899 members 
Entering Unmasked Estep 
Score: -14351223.000000 Penalty: 3876.307129
	Iteration 27Q: 3 clusters Score -1.435122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 150902 members 
Entering Unmasked Estep 
Score: -14351235.000000 Penalty: 3876.307129
	Iteration 28Q: 3 clusters Score -1.435124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -14351238.000000 Penalty: 3876.307129
	Iteration 29Q: 3 clusters Score -1.435124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 150906 members 
Entering Unmasked Estep 
Score: -14351240.000000 Penalty: 3876.307129
	Iteration 30Q: 3 clusters Score -1.435124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 150906 members 
Entering Unmasked Estep 
Score: -14351240.000000 Penalty: 3876.307129
	Iteration 31Q: 3 clusters Score -1.435124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 150908 members 
Entering Unmasked Estep 
Score: -14351248.000000 Penalty: 3876.307129
	Iteration 32Q: 3 clusters Score -1.435125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 150909 members 
Entering Unmasked Estep 
Score: -14351251.000000 Penalty: 3876.307129
	Iteration 33Q: 3 clusters Score -1.435125e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 150909 members 
Entering Unmasked Estep 
Score: -14351245.000000 Penalty: 3876.307129
	Iteration 34Q: 3 clusters Score -1.435124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 150908 members 
Entering Unmasked Estep 
Score: -14351239.000000 Penalty: 3876.307129
	Iteration 35Q: 3 clusters Score -1.435124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 150908 members 
Entering Unmasked Estep 
Score: -14351239.000000 Penalty: 3876.307129
	Iteration 36F: 3 clusters Score -1.435124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -90881.437500 Penalty: 1134.564331
	Iteration 0F: 2 clusters Score -90881.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -89482.992188 Penalty: 2269.128662
	Iteration 0F: 3 clusters Score -89482.99 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -89818.257812 Penalty: 2269.128662
	Iteration 1F: 3 clusters Score -89818.26 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89982.804688 Penalty: 2269.128662
	Iteration 2F: 3 clusters Score -89982.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90064.000000 Penalty: 2269.128662
	Iteration 3F: 3 clusters Score -90064 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -90120.765625 Penalty: 2269.128662
	Iteration 4Q: 3 clusters Score -90120.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90160.593750 Penalty: 2269.128662
	Iteration 5Q: 3 clusters Score -90160.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90188.203125 Penalty: 2269.128662
	Iteration 6Q: 3 clusters Score -90188.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90216.734375 Penalty: 2269.128662
	Iteration 7Q: 3 clusters Score -90216.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -90242.281250 Penalty: 2269.128662
	Iteration 8Q: 3 clusters Score -90242.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90261.976562 Penalty: 2269.128662
	Iteration 9Q: 3 clusters Score -90261.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -90285.039062 Penalty: 2269.128662
	Iteration 10Q: 3 clusters Score -90285.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -90301.117188 Penalty: 2269.128662
	Iteration 11Q: 3 clusters Score -90301.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -90304.945312 Penalty: 2269.128662
	Iteration 12Q: 3 clusters Score -90304.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -90309.820312 Penalty: 2269.128662
	Iteration 13Q: 3 clusters Score -90309.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -90322.250000 Penalty: 2269.128662
	Iteration 14Q: 3 clusters Score -90322.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -90330.179688 Penalty: 2269.128662
	Iteration 15Q: 3 clusters Score -90330.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -90338.179688 Penalty: 2269.128662
	Iteration 16Q: 3 clusters Score -90338.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -90347.484375 Penalty: 2269.128662
	Iteration 17Q: 3 clusters Score -90347.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -90354.289062 Penalty: 2269.128662
	Iteration 18Q: 3 clusters Score -90354.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -90359.585938 Penalty: 2269.128662
	Iteration 19Q: 3 clusters Score -90359.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -90361.898438 Penalty: 2269.128662
	Iteration 20F: 3 clusters Score -90361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -90364.132812 Penalty: 2269.128662
	Iteration 21Q: 3 clusters Score -90364.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -90364.445312 Penalty: 2269.128662
	Iteration 22Q: 3 clusters Score -90364.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -90364.445312 Penalty: 2269.128662
	Iteration 23F: 3 clusters Score -90364.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -266275.656250 Penalty: 1289.125488
	Iteration 0F: 2 clusters Score -266275.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -263729.125000 Penalty: 2578.250977
	Iteration 0F: 3 clusters Score -263729.1 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -264281.312500 Penalty: 2578.250977
	Iteration 1F: 3 clusters Score -264281.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -264402.312500 Penalty: 2578.250977
	Iteration 2F: 3 clusters Score -264402.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -264479.906250 Penalty: 2578.250977
	Iteration 3F: 3 clusters Score -264479.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -264531.656250 Penalty: 2578.250977
	Iteration 4Q: 3 clusters Score -264531.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -264570.062500 Penalty: 2578.250977
	Iteration 5Q: 3 clusters Score -264570.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -264603.531250 Penalty: 2578.250977
	Iteration 6Q: 3 clusters Score -264603.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -264636.500000 Penalty: 2578.250977
	Iteration 7Q: 3 clusters Score -264636.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -264674.531250 Penalty: 2578.250977
	Iteration 8Q: 3 clusters Score -264674.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -264715.125000 Penalty: 2578.250977
	Iteration 9Q: 3 clusters Score -264715.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -264748.312500 Penalty: 2578.250977
	Iteration 10Q: 3 clusters Score -264748.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -264784.093750 Penalty: 2578.250977
	Iteration 11Q: 3 clusters Score -264784.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -264806.500000 Penalty: 2578.250977
	Iteration 12Q: 3 clusters Score -264806.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -264820.343750 Penalty: 2578.250977
	Iteration 13Q: 3 clusters Score -264820.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -264835.812500 Penalty: 2578.250977
	Iteration 14Q: 3 clusters Score -264835.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -264849.593750 Penalty: 2578.250977
	Iteration 15Q: 3 clusters Score -264849.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264869.500000 Penalty: 2578.250977
	Iteration 16Q: 3 clusters Score -264869.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -264886.031250 Penalty: 2578.250977
	Iteration 17Q: 3 clusters Score -264886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -264901.937500 Penalty: 2578.250977
	Iteration 18Q: 3 clusters Score -264901.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -264919.843750 Penalty: 2578.250977
	Iteration 19Q: 3 clusters Score -264919.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -264936.468750 Penalty: 2578.250977
	Iteration 20F: 3 clusters Score -264936.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -264944.687500 Penalty: 2578.250977
	Iteration 21Q: 3 clusters Score -264944.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -264951.687500 Penalty: 2578.250977
	Iteration 22Q: 3 clusters Score -264951.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -264956.000000 Penalty: 2578.250977
	Iteration 23Q: 3 clusters Score -264956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -264957.187500 Penalty: 2578.250977
	Iteration 24Q: 3 clusters Score -264957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -264958.812500 Penalty: 2578.250977
	Iteration 25Q: 3 clusters Score -264958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -264959.531250 Penalty: 2578.250977
	Iteration 26Q: 3 clusters Score -264959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -264960.218750 Penalty: 2578.250977
	Iteration 27Q: 3 clusters Score -264960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -264960.937500 Penalty: 2578.250977
	Iteration 28Q: 3 clusters Score -264960.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -264961.281250 Penalty: 2578.250977
	Iteration 29Q: 3 clusters Score -264961.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -264961.281250 Penalty: 2578.250977
	Iteration 30F: 3 clusters Score -264961.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (108892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108892 members 
Entering Unmasked Estep 
Score: -10240624.000000 Penalty: 1884.693237
	Iteration 0F: 2 clusters Score -1.024062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -10167788.000000 Penalty: 3769.386475
	Iteration 0F: 3 clusters Score -1.016779e+07 nChanged 52093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -10197799.000000 Penalty: 3769.386475
	Iteration 1F: 3 clusters Score -1.01978e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -10198607.000000 Penalty: 3769.386475
	Iteration 2Q: 3 clusters Score -1.019861e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -10199417.000000 Penalty: 3769.386475
	Iteration 3Q: 3 clusters Score -1.019942e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -10200667.000000 Penalty: 3769.386475
	Iteration 4Q: 3 clusters Score -1.020067e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -10202046.000000 Penalty: 3769.386475
	Iteration 5Q: 3 clusters Score -1.020205e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 62516 members 
Entering Unmasked Estep 
Score: -10203774.000000 Penalty: 3769.386475
	Iteration 6Q: 3 clusters Score -1.020377e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -10206343.000000 Penalty: 3769.386475
	Iteration 7Q: 3 clusters Score -1.020634e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -10210071.000000 Penalty: 3769.386475
	Iteration 8F: 3 clusters Score -1.021007e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -10215232.000000 Penalty: 3769.386475
	Iteration 9F: 3 clusters Score -1.021523e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -10221270.000000 Penalty: 3769.386475
	Iteration 10F: 3 clusters Score -1.022127e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 89495 members 
Entering Unmasked Estep 
Score: -10226539.000000 Penalty: 3769.386475
	Iteration 11F: 3 clusters Score -1.022654e+07 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -10230121.000000 Penalty: 3769.386475
	Iteration 12Q: 3 clusters Score -1.023012e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 96941 members 
Entering Unmasked Estep 
Score: -10232554.000000 Penalty: 3769.386475
	Iteration 13Q: 3 clusters Score -1.023255e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 99334 members 
Entering Unmasked Estep 
Score: -10234241.000000 Penalty: 3769.386475
	Iteration 14Q: 3 clusters Score -1.023424e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 101273 members 
Entering Unmasked Estep 
Score: -10235459.000000 Penalty: 3769.386475
	Iteration 15Q: 3 clusters Score -1.023546e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 102820 members 
Entering Unmasked Estep 
Score: -10236410.000000 Penalty: 3769.386475
	Iteration 16Q: 3 clusters Score -1.023641e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 104027 members 
Entering Unmasked Estep 
Score: -10237128.000000 Penalty: 3769.386475
	Iteration 17Q: 3 clusters Score -1.023713e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 104949 members 
Entering Unmasked Estep 
Score: -10237719.000000 Penalty: 3769.386475
	Iteration 18Q: 3 clusters Score -1.023772e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 105681 members 
Entering Unmasked Estep 
Score: -10238130.000000 Penalty: 3769.386475
	Iteration 19Q: 3 clusters Score -1.023813e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 106240 members 
Entering Unmasked Estep 
Score: -10238424.000000 Penalty: 3769.386475
	Iteration 20F: 3 clusters Score -1.023842e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -10238630.000000 Penalty: 3769.386475
	Iteration 21Q: 3 clusters Score -1.023863e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 106959 members 
Entering Unmasked Estep 
Score: -10238777.000000 Penalty: 3769.386475
	Iteration 22Q: 3 clusters Score -1.023878e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 107185 members 
Entering Unmasked Estep 
Score: -10238882.000000 Penalty: 3769.386475
	Iteration 23Q: 3 clusters Score -1.023888e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 107389 members 
Entering Unmasked Estep 
Score: -10239012.000000 Penalty: 3769.386475
	Iteration 24Q: 3 clusters Score -1.023901e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 107531 members 
Entering Unmasked Estep 
Score: -10239095.000000 Penalty: 3769.386475
	Iteration 25Q: 3 clusters Score -1.02391e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 107639 members 
Entering Unmasked Estep 
Score: -10239147.000000 Penalty: 3769.386475
	Iteration 26Q: 3 clusters Score -1.023915e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 107713 members 
Entering Unmasked Estep 
Score: -10239190.000000 Penalty: 3769.386475
	Iteration 27Q: 3 clusters Score -1.023919e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 107786 members 
Entering Unmasked Estep 
Score: -10239220.000000 Penalty: 3769.386475
	Iteration 28Q: 3 clusters Score -1.023922e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 107833 members 
Entering Unmasked Estep 
Score: -10239232.000000 Penalty: 3769.386475
	Iteration 29Q: 3 clusters Score -1.023923e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 107868 members 
Entering Unmasked Estep 
Score: -10239248.000000 Penalty: 3769.386475
	Iteration 30Q: 3 clusters Score -1.023925e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 107903 members 
Entering Unmasked Estep 
Score: -10239257.000000 Penalty: 3769.386475
	Iteration 31Q: 3 clusters Score -1.023926e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 107929 members 
Entering Unmasked Estep 
Score: -10239275.000000 Penalty: 3769.386475
	Iteration 32Q: 3 clusters Score -1.023928e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 107951 members 
Entering Unmasked Estep 
Score: -10239266.000000 Penalty: 3769.386475
	Iteration 33Q: 3 clusters Score -1.023927e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 107969 members 
Entering Unmasked Estep 
Score: -10239292.000000 Penalty: 3769.386475
	Iteration 34Q: 3 clusters Score -1.023929e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 107991 members 
Entering Unmasked Estep 
Score: -10239286.000000 Penalty: 3769.386475
	Iteration 35Q: 3 clusters Score -1.023929e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 108005 members 
Entering Unmasked Estep 
Score: -10239297.000000 Penalty: 3769.386475
	Iteration 36Q: 3 clusters Score -1.02393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 108018 members 
Entering Unmasked Estep 
Score: -10239298.000000 Penalty: 3769.386475
	Iteration 37Q: 3 clusters Score -1.02393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 108024 members 
Entering Unmasked Estep 
Score: -10239310.000000 Penalty: 3769.386475
	Iteration 38Q: 3 clusters Score -1.023931e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 108029 members 
Entering Unmasked Estep 
Score: -10239308.000000 Penalty: 3769.386475
	Iteration 39Q: 3 clusters Score -1.023931e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 108033 members 
Entering Unmasked Estep 
Score: -10239310.000000 Penalty: 3769.386475
	Iteration 40F: 3 clusters Score -1.023931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 108038 members 
Entering Unmasked Estep 
Score: -10239309.000000 Penalty: 3769.386475
	Iteration 41Q: 3 clusters Score -1.023931e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 108040 members 
Entering Unmasked Estep 
Score: -10239314.000000 Penalty: 3769.386475
	Iteration 42Q: 3 clusters Score -1.023931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 108046 members 
Entering Unmasked Estep 
Score: -10239326.000000 Penalty: 3769.386475
	Iteration 43Q: 3 clusters Score -1.023933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 108051 members 
Entering Unmasked Estep 
Score: -10239328.000000 Penalty: 3769.386475
	Iteration 44Q: 3 clusters Score -1.023933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 108053 members 
Entering Unmasked Estep 
Score: -10239326.000000 Penalty: 3769.386475
	Iteration 45Q: 3 clusters Score -1.023933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
Score: -10239333.000000 Penalty: 3769.386475
	Iteration 46Q: 3 clusters Score -1.023933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 108062 members 
Entering Unmasked Estep 
Score: -10239337.000000 Penalty: 3769.386475
	Iteration 47Q: 3 clusters Score -1.023934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 108072 members 
Entering Unmasked Estep 
Score: -10239330.000000 Penalty: 3769.386475
	Iteration 48Q: 3 clusters Score -1.023933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 108076 members 
Entering Unmasked Estep 
Score: -10239335.000000 Penalty: 3769.386475
	Iteration 49Q: 3 clusters Score -1.023934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 108083 members 
Entering Unmasked Estep 
Score: -10239339.000000 Penalty: 3769.386475
	Iteration 50Q: 3 clusters Score -1.023934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -10239329.000000 Penalty: 3769.386475
	Iteration 51Q: 3 clusters Score -1.023933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 108093 members 
Entering Unmasked Estep 
Score: -10239329.000000 Penalty: 3769.386475
	Iteration 52Q: 3 clusters Score -1.023933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 108096 members 
Entering Unmasked Estep 
Score: -10239335.000000 Penalty: 3769.386475
	Iteration 53Q: 3 clusters Score -1.023934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 108099 members 
Entering Unmasked Estep 
Score: -10239338.000000 Penalty: 3769.386475
	Iteration 54Q: 3 clusters Score -1.023934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -10239339.000000 Penalty: 3769.386475
	Iteration 55Q: 3 clusters Score -1.023934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 108108 members 
Entering Unmasked Estep 
Score: -10239341.000000 Penalty: 3769.386475
	Iteration 56Q: 3 clusters Score -1.023934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 108114 members 
Entering Unmasked Estep 
Score: -10239346.000000 Penalty: 3769.386475
	Iteration 57Q: 3 clusters Score -1.023935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -10239346.000000 Penalty: 3769.386475
	Iteration 58Q: 3 clusters Score -1.023935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 108121 members 
Entering Unmasked Estep 
Score: -10239335.000000 Penalty: 3769.386475
	Iteration 59Q: 3 clusters Score -1.023934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 108129 members 
Entering Unmasked Estep 
Score: -10239357.000000 Penalty: 3769.386475
	Iteration 60F: 3 clusters Score -1.023936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 108133 members 
Entering Unmasked Estep 
Score: -10239351.000000 Penalty: 3769.386475
	Iteration 61Q: 3 clusters Score -1.023935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 108133 members 
Entering Unmasked Estep 
Score: -10239350.000000 Penalty: 3769.386475
	Iteration 62Q: 3 clusters Score -1.023935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 108138 members 
Entering Unmasked Estep 
Score: -10239354.000000 Penalty: 3769.386475
	Iteration 63Q: 3 clusters Score -1.023935e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 108138 members 
Entering Unmasked Estep 
Score: -10239358.000000 Penalty: 3769.386475
	Iteration 64Q: 3 clusters Score -1.023936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -10239368.000000 Penalty: 3769.386475
	Iteration 65Q: 3 clusters Score -1.023937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 108145 members 
Entering Unmasked Estep 
Score: -10239370.000000 Penalty: 3769.386475
	Iteration 66Q: 3 clusters Score -1.023937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -10239383.000000 Penalty: 3769.386475
	Iteration 67Q: 3 clusters Score -1.023938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 108140 members 
Entering Unmasked Estep 
Score: -10239385.000000 Penalty: 3769.386475
	Iteration 68Q: 3 clusters Score -1.023938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 108139 members 
Entering Unmasked Estep 
Score: -10239385.000000 Penalty: 3769.386475
	Iteration 69Q: 3 clusters Score -1.023938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 108141 members 
Entering Unmasked Estep 
Score: -10239385.000000 Penalty: 3769.386475
	Iteration 70Q: 3 clusters Score -1.023938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 108146 members 
Entering Unmasked Estep 
Score: -10239395.000000 Penalty: 3769.386475
	Iteration 71Q: 3 clusters Score -1.02394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 108150 members 
Entering Unmasked Estep 
Score: -10239398.000000 Penalty: 3769.386475
	Iteration 72Q: 3 clusters Score -1.02394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 108151 members 
Entering Unmasked Estep 
Score: -10239397.000000 Penalty: 3769.386475
	Iteration 73Q: 3 clusters Score -1.02394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 108155 members 
Entering Unmasked Estep 
Score: -10239396.000000 Penalty: 3769.386475
	Iteration 74Q: 3 clusters Score -1.02394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 108155 members 
Entering Unmasked Estep 
Score: -10239392.000000 Penalty: 3769.386475
	Iteration 75Q: 3 clusters Score -1.023939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 108154 members 
Entering Unmasked Estep 
Score: -10239386.000000 Penalty: 3769.386475
	Iteration 76Q: 3 clusters Score -1.023939e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 108154 members 
Entering Unmasked Estep 
Score: -10239396.000000 Penalty: 3769.386475
	Iteration 77Q: 3 clusters Score -1.02394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 108152 members 
Entering Unmasked Estep 
Score: -10239392.000000 Penalty: 3769.386475
	Iteration 78Q: 3 clusters Score -1.023939e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 108152 members 
Entering Unmasked Estep 
Score: -10239392.000000 Penalty: 3769.386475
	Iteration 79F: 3 clusters Score -1.023939e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Entering Unmasked Estep 
Score: -3788127.000000 Penalty: 1718.217773
	Iteration 0F: 2 clusters Score -3788127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -3761954.000000 Penalty: 3436.435547
	Iteration 0F: 3 clusters Score -3761954 nChanged 18162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3772194.000000 Penalty: 3436.435547
	Iteration 1F: 3 clusters Score -3772194 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3772783.000000 Penalty: 3436.435547
	Iteration 2Q: 3 clusters Score -3772783 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3773483.500000 Penalty: 3436.435547
	Iteration 3Q: 3 clusters Score -3773484 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -3774288.500000 Penalty: 3436.435547
	Iteration 4F: 3 clusters Score -3774288 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3775245.750000 Penalty: 3436.435547
	Iteration 5F: 3 clusters Score -3775246 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3776463.000000 Penalty: 3436.435547
	Iteration 6F: 3 clusters Score -3776463 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -3777973.750000 Penalty: 3436.435547
	Iteration 7F: 3 clusters Score -3777974 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3779660.500000 Penalty: 3436.435547
	Iteration 8F: 3 clusters Score -3779660 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3781249.750000 Penalty: 3436.435547
	Iteration 9F: 3 clusters Score -3781250 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3782645.750000 Penalty: 3436.435547
	Iteration 10Q: 3 clusters Score -3782646 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3783744.500000 Penalty: 3436.435547
	Iteration 11Q: 3 clusters Score -3783744 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -3784539.250000 Penalty: 3436.435547
	Iteration 12Q: 3 clusters Score -3784539 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3785121.750000 Penalty: 3436.435547
	Iteration 13Q: 3 clusters Score -3785122 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3785557.500000 Penalty: 3436.435547
	Iteration 14Q: 3 clusters Score -3785558 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3785883.750000 Penalty: 3436.435547
	Iteration 15Q: 3 clusters Score -3785884 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3786121.500000 Penalty: 3436.435547
	Iteration 16Q: 3 clusters Score -3786122 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3786342.750000 Penalty: 3436.435547
	Iteration 17Q: 3 clusters Score -3786343 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3786491.000000 Penalty: 3436.435547
	Iteration 18Q: 3 clusters Score -3786491 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3786593.750000 Penalty: 3436.435547
	Iteration 19Q: 3 clusters Score -3786594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3786685.750000 Penalty: 3436.435547
	Iteration 20F: 3 clusters Score -3786686 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3786733.750000 Penalty: 3436.435547
	Iteration 21Q: 3 clusters Score -3786734 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3786793.750000 Penalty: 3436.435547
	Iteration 22Q: 3 clusters Score -3786794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3786825.750000 Penalty: 3436.435547
	Iteration 23Q: 3 clusters Score -3786826 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3786862.000000 Penalty: 3436.435547
	Iteration 24Q: 3 clusters Score -3786862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3786888.250000 Penalty: 3436.435547
	Iteration 25Q: 3 clusters Score -3786888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3786896.000000 Penalty: 3436.435547
	Iteration 26Q: 3 clusters Score -3786896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3786904.500000 Penalty: 3436.435547
	Iteration 27Q: 3 clusters Score -3786904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3786912.500000 Penalty: 3436.435547
	Iteration 28Q: 3 clusters Score -3786912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3786916.000000 Penalty: 3436.435547
	Iteration 29Q: 3 clusters Score -3786916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3786919.500000 Penalty: 3436.435547
	Iteration 30Q: 3 clusters Score -3786920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3786923.500000 Penalty: 3436.435547
	Iteration 31Q: 3 clusters Score -3786924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3786926.750000 Penalty: 3436.435547
	Iteration 32Q: 3 clusters Score -3786927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3786935.500000 Penalty: 3436.435547
	Iteration 33Q: 3 clusters Score -3786936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3786938.250000 Penalty: 3436.435547
	Iteration 34Q: 3 clusters Score -3786938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3786938.000000 Penalty: 3436.435547
	Iteration 35Q: 3 clusters Score -3786938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3786942.000000 Penalty: 3436.435547
	Iteration 36Q: 3 clusters Score -3786942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3786944.000000 Penalty: 3436.435547
	Iteration 37Q: 3 clusters Score -3786944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3786944.000000 Penalty: 3436.435547
	Iteration 38Q: 3 clusters Score -3786944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3786944.750000 Penalty: 3436.435547
	Iteration 39Q: 3 clusters Score -3786945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3786946.000000 Penalty: 3436.435547
	Iteration 40F: 3 clusters Score -3786946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Entering Unmasked Estep 
Score: -949418.375000 Penalty: 1501.436279
	Iteration 0F: 2 clusters Score -949418.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -942124.000000 Penalty: 3002.872559
	Iteration 0F: 3 clusters Score -942124 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -944501.625000 Penalty: 3002.872559
	Iteration 1F: 3 clusters Score -944501.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -944710.687500 Penalty: 3002.872559
	Iteration 2F: 3 clusters Score -944710.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -944866.437500 Penalty: 3002.872559
	Iteration 3Q: 3 clusters Score -944866.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -944980.250000 Penalty: 3002.872559
	Iteration 4Q: 3 clusters Score -944980.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -945068.187500 Penalty: 3002.872559
	Iteration 5Q: 3 clusters Score -945068.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -945162.062500 Penalty: 3002.872559
	Iteration 6Q: 3 clusters Score -945162.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -945273.812500 Penalty: 3002.872559
	Iteration 7Q: 3 clusters Score -945273.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -945396.125000 Penalty: 3002.872559
	Iteration 8Q: 3 clusters Score -945396.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -945539.500000 Penalty: 3002.872559
	Iteration 9Q: 3 clusters Score -945539.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -945719.875000 Penalty: 3002.872559
	Iteration 10Q: 3 clusters Score -945719.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -945946.500000 Penalty: 3002.872559
	Iteration 11Q: 3 clusters Score -945946.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -946167.812500 Penalty: 3002.872559
	Iteration 12Q: 3 clusters Score -946167.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -946394.562500 Penalty: 3002.872559
	Iteration 13Q: 3 clusters Score -946394.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -946616.375000 Penalty: 3002.872559
	Iteration 14Q: 3 clusters Score -946616.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -946814.500000 Penalty: 3002.872559
	Iteration 15Q: 3 clusters Score -946814.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -946957.375000 Penalty: 3002.872559
	Iteration 16Q: 3 clusters Score -946957.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -947065.625000 Penalty: 3002.872559
	Iteration 17Q: 3 clusters Score -947065.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -947141.187500 Penalty: 3002.872559
	Iteration 18Q: 3 clusters Score -947141.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -947186.562500 Penalty: 3002.872559
	Iteration 19Q: 3 clusters Score -947186.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -947226.437500 Penalty: 3002.872559
	Iteration 20F: 3 clusters Score -947226.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -947258.750000 Penalty: 3002.872559
	Iteration 21Q: 3 clusters Score -947258.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -947290.500000 Penalty: 3002.872559
	Iteration 22Q: 3 clusters Score -947290.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -947320.750000 Penalty: 3002.872559
	Iteration 23Q: 3 clusters Score -947320.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -947341.750000 Penalty: 3002.872559
	Iteration 24Q: 3 clusters Score -947341.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -947355.500000 Penalty: 3002.872559
	Iteration 25Q: 3 clusters Score -947355.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -947372.375000 Penalty: 3002.872559
	Iteration 26Q: 3 clusters Score -947372.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -947390.062500 Penalty: 3002.872559
	Iteration 27Q: 3 clusters Score -947390.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -947414.375000 Penalty: 3002.872559
	Iteration 28Q: 3 clusters Score -947414.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -947434.937500 Penalty: 3002.872559
	Iteration 29Q: 3 clusters Score -947434.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -947452.937500 Penalty: 3002.872559
	Iteration 30Q: 3 clusters Score -947452.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -947483.437500 Penalty: 3002.872559
	Iteration 31Q: 3 clusters Score -947483.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -947512.437500 Penalty: 3002.872559
	Iteration 32Q: 3 clusters Score -947512.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -947550.125000 Penalty: 3002.872559
	Iteration 33Q: 3 clusters Score -947550.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -947587.000000 Penalty: 3002.872559
	Iteration 34Q: 3 clusters Score -947587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -947628.000000 Penalty: 3002.872559
	Iteration 35Q: 3 clusters Score -947628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -947660.187500 Penalty: 3002.872559
	Iteration 36Q: 3 clusters Score -947660.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -947691.625000 Penalty: 3002.872559
	Iteration 37Q: 3 clusters Score -947691.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -947728.687500 Penalty: 3002.872559
	Iteration 38Q: 3 clusters Score -947728.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -947774.187500 Penalty: 3002.872559
	Iteration 39Q: 3 clusters Score -947774.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -947826.562500 Penalty: 3002.872559
	Iteration 40F: 3 clusters Score -947826.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -947895.250000 Penalty: 3002.872559
	Iteration 41Q: 3 clusters Score -947895.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -947972.937500 Penalty: 3002.872559
	Iteration 42Q: 3 clusters Score -947972.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -948090.312500 Penalty: 3002.872559
	Iteration 43Q: 3 clusters Score -948090.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -948208.687500 Penalty: 3002.872559
	Iteration 44Q: 3 clusters Score -948208.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -948280.875000 Penalty: 3002.872559
	Iteration 45Q: 3 clusters Score -948280.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -948321.500000 Penalty: 3002.872559
	Iteration 46Q: 3 clusters Score -948321.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -948358.687500 Penalty: 3002.872559
	Iteration 47Q: 3 clusters Score -948358.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -948385.687500 Penalty: 3002.872559
	Iteration 48Q: 3 clusters Score -948385.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -948406.437500 Penalty: 3002.872559
	Iteration 49Q: 3 clusters Score -948406.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -948415.125000 Penalty: 3002.872559
	Iteration 50Q: 3 clusters Score -948415.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -948430.125000 Penalty: 3002.872559
	Iteration 51Q: 3 clusters Score -948430.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -948439.125000 Penalty: 3002.872559
	Iteration 52Q: 3 clusters Score -948439.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -948442.437500 Penalty: 3002.872559
	Iteration 53Q: 3 clusters Score -948442.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -948449.312500 Penalty: 3002.872559
	Iteration 54Q: 3 clusters Score -948449.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -948451.312500 Penalty: 3002.872559
	Iteration 55Q: 3 clusters Score -948451.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -948454.750000 Penalty: 3002.872559
	Iteration 56Q: 3 clusters Score -948454.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -948456.625000 Penalty: 3002.872559
	Iteration 57Q: 3 clusters Score -948456.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -948457.687500 Penalty: 3002.872559
	Iteration 58Q: 3 clusters Score -948457.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -948460.875000 Penalty: 3002.872559
	Iteration 59Q: 3 clusters Score -948460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -948463.125000 Penalty: 3002.872559
	Iteration 60F: 3 clusters Score -948463.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -948461.937500 Penalty: 3002.872559
	Iteration 61Q: 3 clusters Score -948461.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -948461.187500 Penalty: 3002.872559
	Iteration 62Q: 3 clusters Score -948461.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -948460.500000 Penalty: 3002.872559
	Iteration 63Q: 3 clusters Score -948460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -948462.625000 Penalty: 3002.872559
	Iteration 64Q: 3 clusters Score -948462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -948464.187500 Penalty: 3002.872559
	Iteration 65Q: 3 clusters Score -948464.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -948465.062500 Penalty: 3002.872559
	Iteration 66Q: 3 clusters Score -948465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -948465.875000 Penalty: 3002.872559
	Iteration 67Q: 3 clusters Score -948465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -948464.500000 Penalty: 3002.872559
	Iteration 68Q: 3 clusters Score -948464.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -948464.500000 Penalty: 3002.872559
	Iteration 69F: 3 clusters Score -948464.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Entering Unmasked Estep 
Score: -715623.312500 Penalty: 1447.596924
	Iteration 0F: 2 clusters Score -715623.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -710095.312500 Penalty: 2895.193848
	Iteration 0F: 3 clusters Score -710095.3 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -711801.937500 Penalty: 2895.193848
	Iteration 1F: 3 clusters Score -711801.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -712011.687500 Penalty: 2895.193848
	Iteration 2F: 3 clusters Score -712011.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -712164.750000 Penalty: 2895.193848
	Iteration 3Q: 3 clusters Score -712164.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -712286.750000 Penalty: 2895.193848
	Iteration 4Q: 3 clusters Score -712286.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -712403.750000 Penalty: 2895.193848
	Iteration 5Q: 3 clusters Score -712403.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -712536.125000 Penalty: 2895.193848
	Iteration 6Q: 3 clusters Score -712536.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -712682.687500 Penalty: 2895.193848
	Iteration 7Q: 3 clusters Score -712682.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -712856.000000 Penalty: 2895.193848
	Iteration 8Q: 3 clusters Score -712856 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -713023.437500 Penalty: 2895.193848
	Iteration 9Q: 3 clusters Score -713023.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -713228.125000 Penalty: 2895.193848
	Iteration 10Q: 3 clusters Score -713228.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -713458.437500 Penalty: 2895.193848
	Iteration 11Q: 3 clusters Score -713458.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -713677.437500 Penalty: 2895.193848
	Iteration 12Q: 3 clusters Score -713677.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -713898.125000 Penalty: 2895.193848
	Iteration 13Q: 3 clusters Score -713898.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -714045.687500 Penalty: 2895.193848
	Iteration 14Q: 3 clusters Score -714045.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -714167.187500 Penalty: 2895.193848
	Iteration 15Q: 3 clusters Score -714167.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -714248.437500 Penalty: 2895.193848
	Iteration 16Q: 3 clusters Score -714248.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -714297.750000 Penalty: 2895.193848
	Iteration 17Q: 3 clusters Score -714297.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -714329.750000 Penalty: 2895.193848
	Iteration 18Q: 3 clusters Score -714329.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -714350.375000 Penalty: 2895.193848
	Iteration 19Q: 3 clusters Score -714350.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -714365.937500 Penalty: 2895.193848
	Iteration 20F: 3 clusters Score -714365.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -714382.875000 Penalty: 2895.193848
	Iteration 21Q: 3 clusters Score -714382.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -714390.937500 Penalty: 2895.193848
	Iteration 22Q: 3 clusters Score -714390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -714400.875000 Penalty: 2895.193848
	Iteration 23Q: 3 clusters Score -714400.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -714410.625000 Penalty: 2895.193848
	Iteration 24Q: 3 clusters Score -714410.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -714416.062500 Penalty: 2895.193848
	Iteration 25Q: 3 clusters Score -714416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -714419.562500 Penalty: 2895.193848
	Iteration 26Q: 3 clusters Score -714419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -714430.625000 Penalty: 2895.193848
	Iteration 27Q: 3 clusters Score -714430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -714439.625000 Penalty: 2895.193848
	Iteration 28Q: 3 clusters Score -714439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -714443.937500 Penalty: 2895.193848
	Iteration 29Q: 3 clusters Score -714443.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -714447.750000 Penalty: 2895.193848
	Iteration 30Q: 3 clusters Score -714447.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -714451.437500 Penalty: 2895.193848
	Iteration 31Q: 3 clusters Score -714451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -714451.437500 Penalty: 2895.193848
	Iteration 32F: 3 clusters Score -714451.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Entering Unmasked Estep 
Score: -763999.125000 Penalty: 1458.169556
	Iteration 0F: 2 clusters Score -763999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -758231.437500 Penalty: 2916.339111
	Iteration 0F: 3 clusters Score -758231.4 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -760020.437500 Penalty: 2916.339111
	Iteration 1F: 3 clusters Score -760020.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -760235.312500 Penalty: 2916.339111
	Iteration 2F: 3 clusters Score -760235.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -760383.000000 Penalty: 2916.339111
	Iteration 3Q: 3 clusters Score -760383 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -760473.375000 Penalty: 2916.339111
	Iteration 4Q: 3 clusters Score -760473.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -760541.000000 Penalty: 2916.339111
	Iteration 5Q: 3 clusters Score -760541 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -760597.625000 Penalty: 2916.339111
	Iteration 6Q: 3 clusters Score -760597.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -760651.687500 Penalty: 2916.339111
	Iteration 7Q: 3 clusters Score -760651.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -760702.875000 Penalty: 2916.339111
	Iteration 8Q: 3 clusters Score -760702.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -760762.625000 Penalty: 2916.339111
	Iteration 9Q: 3 clusters Score -760762.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -760816.187500 Penalty: 2916.339111
	Iteration 10Q: 3 clusters Score -760816.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -760875.125000 Penalty: 2916.339111
	Iteration 11Q: 3 clusters Score -760875.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -760939.937500 Penalty: 2916.339111
	Iteration 12Q: 3 clusters Score -760939.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -761003.875000 Penalty: 2916.339111
	Iteration 13Q: 3 clusters Score -761003.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -761072.375000 Penalty: 2916.339111
	Iteration 14Q: 3 clusters Score -761072.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -761160.375000 Penalty: 2916.339111
	Iteration 15Q: 3 clusters Score -761160.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -761264.125000 Penalty: 2916.339111
	Iteration 16Q: 3 clusters Score -761264.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -761377.937500 Penalty: 2916.339111
	Iteration 17Q: 3 clusters Score -761377.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -761513.375000 Penalty: 2916.339111
	Iteration 18Q: 3 clusters Score -761513.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -761659.875000 Penalty: 2916.339111
	Iteration 19Q: 3 clusters Score -761659.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -761820.125000 Penalty: 2916.339111
	Iteration 20F: 3 clusters Score -761820.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -761982.062500 Penalty: 2916.339111
	Iteration 21Q: 3 clusters Score -761982.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -762120.500000 Penalty: 2916.339111
	Iteration 22Q: 3 clusters Score -762120.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -762227.687500 Penalty: 2916.339111
	Iteration 23Q: 3 clusters Score -762227.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -762308.937500 Penalty: 2916.339111
	Iteration 24Q: 3 clusters Score -762308.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -762385.250000 Penalty: 2916.339111
	Iteration 25Q: 3 clusters Score -762385.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -762464.937500 Penalty: 2916.339111
	Iteration 26Q: 3 clusters Score -762464.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -762539.312500 Penalty: 2916.339111
	Iteration 27Q: 3 clusters Score -762539.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -762588.937500 Penalty: 2916.339111
	Iteration 28Q: 3 clusters Score -762588.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -762622.562500 Penalty: 2916.339111
	Iteration 29Q: 3 clusters Score -762622.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -762647.937500 Penalty: 2916.339111
	Iteration 30Q: 3 clusters Score -762647.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -762674.000000 Penalty: 2916.339111
	Iteration 31Q: 3 clusters Score -762674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -762686.625000 Penalty: 2916.339111
	Iteration 32Q: 3 clusters Score -762686.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -762696.937500 Penalty: 2916.339111
	Iteration 33Q: 3 clusters Score -762696.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -762707.312500 Penalty: 2916.339111
	Iteration 34Q: 3 clusters Score -762707.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -762715.750000 Penalty: 2916.339111
	Iteration 35Q: 3 clusters Score -762715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -762719.312500 Penalty: 2916.339111
	Iteration 36Q: 3 clusters Score -762719.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -762722.500000 Penalty: 2916.339111
	Iteration 37Q: 3 clusters Score -762722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -762723.375000 Penalty: 2916.339111
	Iteration 38Q: 3 clusters Score -762723.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -762724.750000 Penalty: 2916.339111
	Iteration 39Q: 3 clusters Score -762724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -762726.250000 Penalty: 2916.339111
	Iteration 40F: 3 clusters Score -762726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -762729.187500 Penalty: 2916.339111
	Iteration 41Q: 3 clusters Score -762729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -762731.812500 Penalty: 2916.339111
	Iteration 42Q: 3 clusters Score -762731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -762735.937500 Penalty: 2916.339111
	Iteration 43Q: 3 clusters Score -762735.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -762737.750000 Penalty: 2916.339111
	Iteration 44Q: 3 clusters Score -762737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -762737.750000 Penalty: 2916.339111
	Iteration 45F: 3 clusters Score -762737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Entering Unmasked Estep 
Score: -4097008.000000 Penalty: 1732.297119
	Iteration 0F: 2 clusters Score -4097008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4068528.750000 Penalty: 3464.594238
	Iteration 0F: 3 clusters Score -4068529 nChanged 19777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4079888.250000 Penalty: 3464.594238
	Iteration 1F: 3 clusters Score -4079888 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4080635.250000 Penalty: 3464.594238
	Iteration 2Q: 3 clusters Score -4080635 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4081690.000000 Penalty: 3464.594238
	Iteration 3F: 3 clusters Score -4081690 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4083100.250000 Penalty: 3464.594238
	Iteration 4F: 3 clusters Score -4083100 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4084745.500000 Penalty: 3464.594238
	Iteration 5F: 3 clusters Score -4084746 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4086448.500000 Penalty: 3464.594238
	Iteration 6F: 3 clusters Score -4086448 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -4088235.000000 Penalty: 3464.594238
	Iteration 7F: 3 clusters Score -4088235 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -4090030.250000 Penalty: 3464.594238
	Iteration 8F: 3 clusters Score -4090030 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -4091649.750000 Penalty: 3464.594238
	Iteration 9F: 3 clusters Score -4091650 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4093065.500000 Penalty: 3464.594238
	Iteration 10Q: 3 clusters Score -4093066 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4094105.000000 Penalty: 3464.594238
	Iteration 11Q: 3 clusters Score -4094105 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4094719.500000 Penalty: 3464.594238
	Iteration 12Q: 3 clusters Score -4094720 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4095093.500000 Penalty: 3464.594238
	Iteration 13Q: 3 clusters Score -4095094 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4095255.250000 Penalty: 3464.594238
	Iteration 14Q: 3 clusters Score -4095255 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4095328.750000 Penalty: 3464.594238
	Iteration 15Q: 3 clusters Score -4095329 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4095394.000000 Penalty: 3464.594238
	Iteration 16Q: 3 clusters Score -4095394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4095437.000000 Penalty: 3464.594238
	Iteration 17Q: 3 clusters Score -4095437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4095454.250000 Penalty: 3464.594238
	Iteration 18Q: 3 clusters Score -4095454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4095471.000000 Penalty: 3464.594238
	Iteration 19Q: 3 clusters Score -4095471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4095477.000000 Penalty: 3464.594238
	Iteration 20F: 3 clusters Score -4095477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4095482.750000 Penalty: 3464.594238
	Iteration 21Q: 3 clusters Score -4095483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4095491.000000 Penalty: 3464.594238
	Iteration 22Q: 3 clusters Score -4095491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4095499.250000 Penalty: 3464.594238
	Iteration 23Q: 3 clusters Score -4095499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4095502.500000 Penalty: 3464.594238
	Iteration 24Q: 3 clusters Score -4095502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4095520.000000 Penalty: 3464.594238
	Iteration 25Q: 3 clusters Score -4095520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4095518.500000 Penalty: 3464.594238
	Iteration 26Q: 3 clusters Score -4095518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4095519.000000 Penalty: 3464.594238
	Iteration 27Q: 3 clusters Score -4095519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4095520.500000 Penalty: 3464.594238
	Iteration 28Q: 3 clusters Score -4095520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4095521.250000 Penalty: 3464.594238
	Iteration 29Q: 3 clusters Score -4095521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4095520.500000 Penalty: 3464.594238
	Iteration 30Q: 3 clusters Score -4095520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4095519.250000 Penalty: 3464.594238
	Iteration 31Q: 3 clusters Score -4095519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4095519.250000 Penalty: 3464.594238
	Iteration 32F: 3 clusters Score -4095519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Entering Unmasked Estep 
Score: -590678.250000 Penalty: 1416.968750
	Iteration 0F: 2 clusters Score -590678.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -586036.187500 Penalty: 2833.937500
	Iteration 0F: 3 clusters Score -586036.2 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -587442.750000 Penalty: 2833.937500
	Iteration 1F: 3 clusters Score -587442.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -587627.437500 Penalty: 2833.937500
	Iteration 2F: 3 clusters Score -587627.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -587756.937500 Penalty: 2833.937500
	Iteration 3Q: 3 clusters Score -587756.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -587860.812500 Penalty: 2833.937500
	Iteration 4Q: 3 clusters Score -587860.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -587963.750000 Penalty: 2833.937500
	Iteration 5Q: 3 clusters Score -587963.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -588049.062500 Penalty: 2833.937500
	Iteration 6Q: 3 clusters Score -588049.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -588122.187500 Penalty: 2833.937500
	Iteration 7Q: 3 clusters Score -588122.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -588193.062500 Penalty: 2833.937500
	Iteration 8Q: 3 clusters Score -588193.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -588255.937500 Penalty: 2833.937500
	Iteration 9Q: 3 clusters Score -588255.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -588302.687500 Penalty: 2833.937500
	Iteration 10Q: 3 clusters Score -588302.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -588334.187500 Penalty: 2833.937500
	Iteration 11Q: 3 clusters Score -588334.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -588366.812500 Penalty: 2833.937500
	Iteration 12Q: 3 clusters Score -588366.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -588399.250000 Penalty: 2833.937500
	Iteration 13Q: 3 clusters Score -588399.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -588429.562500 Penalty: 2833.937500
	Iteration 14Q: 3 clusters Score -588429.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -588464.437500 Penalty: 2833.937500
	Iteration 15Q: 3 clusters Score -588464.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -588493.562500 Penalty: 2833.937500
	Iteration 16Q: 3 clusters Score -588493.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -588512.750000 Penalty: 2833.937500
	Iteration 17Q: 3 clusters Score -588512.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -588536.625000 Penalty: 2833.937500
	Iteration 18Q: 3 clusters Score -588536.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -588556.250000 Penalty: 2833.937500
	Iteration 19Q: 3 clusters Score -588556.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -588582.937500 Penalty: 2833.937500
	Iteration 20F: 3 clusters Score -588582.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -588607.437500 Penalty: 2833.937500
	Iteration 21Q: 3 clusters Score -588607.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -588635.000000 Penalty: 2833.937500
	Iteration 22Q: 3 clusters Score -588635 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -588665.500000 Penalty: 2833.937500
	Iteration 23Q: 3 clusters Score -588665.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -588696.937500 Penalty: 2833.937500
	Iteration 24Q: 3 clusters Score -588696.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -588731.562500 Penalty: 2833.937500
	Iteration 25Q: 3 clusters Score -588731.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -588764.437500 Penalty: 2833.937500
	Iteration 26Q: 3 clusters Score -588764.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -588793.250000 Penalty: 2833.937500
	Iteration 27Q: 3 clusters Score -588793.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -588818.500000 Penalty: 2833.937500
	Iteration 28Q: 3 clusters Score -588818.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -588850.250000 Penalty: 2833.937500
	Iteration 29Q: 3 clusters Score -588850.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -588882.187500 Penalty: 2833.937500
	Iteration 30Q: 3 clusters Score -588882.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -588913.687500 Penalty: 2833.937500
	Iteration 31Q: 3 clusters Score -588913.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -588934.750000 Penalty: 2833.937500
	Iteration 32Q: 3 clusters Score -588934.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -588959.500000 Penalty: 2833.937500
	Iteration 33Q: 3 clusters Score -588959.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -588986.312500 Penalty: 2833.937500
	Iteration 34Q: 3 clusters Score -588986.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -589015.625000 Penalty: 2833.937500
	Iteration 35Q: 3 clusters Score -589015.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -589038.000000 Penalty: 2833.937500
	Iteration 36Q: 3 clusters Score -589038 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -589056.250000 Penalty: 2833.937500
	Iteration 37Q: 3 clusters Score -589056.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -589072.437500 Penalty: 2833.937500
	Iteration 38Q: 3 clusters Score -589072.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -589088.687500 Penalty: 2833.937500
	Iteration 39Q: 3 clusters Score -589088.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -589109.375000 Penalty: 2833.937500
	Iteration 40F: 3 clusters Score -589109.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -589123.000000 Penalty: 2833.937500
	Iteration 41Q: 3 clusters Score -589123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -589134.875000 Penalty: 2833.937500
	Iteration 42Q: 3 clusters Score -589134.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -589145.062500 Penalty: 2833.937500
	Iteration 43Q: 3 clusters Score -589145.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -589153.687500 Penalty: 2833.937500
	Iteration 44Q: 3 clusters Score -589153.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -589162.500000 Penalty: 2833.937500
	Iteration 45Q: 3 clusters Score -589162.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -589169.375000 Penalty: 2833.937500
	Iteration 46Q: 3 clusters Score -589169.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -589176.062500 Penalty: 2833.937500
	Iteration 47Q: 3 clusters Score -589176.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -589180.750000 Penalty: 2833.937500
	Iteration 48Q: 3 clusters Score -589180.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -589186.437500 Penalty: 2833.937500
	Iteration 49Q: 3 clusters Score -589186.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -589191.562500 Penalty: 2833.937500
	Iteration 50Q: 3 clusters Score -589191.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -589196.500000 Penalty: 2833.937500
	Iteration 51Q: 3 clusters Score -589196.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -589203.375000 Penalty: 2833.937500
	Iteration 52Q: 3 clusters Score -589203.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -589210.375000 Penalty: 2833.937500
	Iteration 53Q: 3 clusters Score -589210.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -589216.062500 Penalty: 2833.937500
	Iteration 54Q: 3 clusters Score -589216.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -589219.500000 Penalty: 2833.937500
	Iteration 55Q: 3 clusters Score -589219.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -589221.875000 Penalty: 2833.937500
	Iteration 56Q: 3 clusters Score -589221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -589224.812500 Penalty: 2833.937500
	Iteration 57Q: 3 clusters Score -589224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -589224.687500 Penalty: 2833.937500
	Iteration 58Q: 3 clusters Score -589224.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -589227.875000 Penalty: 2833.937500
	Iteration 59Q: 3 clusters Score -589227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -589227.687500 Penalty: 2833.937500
	Iteration 60F: 3 clusters Score -589227.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -589230.062500 Penalty: 2833.937500
	Iteration 61Q: 3 clusters Score -589230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -589229.937500 Penalty: 2833.937500
	Iteration 62Q: 3 clusters Score -589229.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -589231.375000 Penalty: 2833.937500
	Iteration 63Q: 3 clusters Score -589231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -589231.375000 Penalty: 2833.937500
	Iteration 64F: 3 clusters Score -589231.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Entering Unmasked Estep 
Score: -483693.750000 Penalty: 1390.573486
	Iteration 0F: 2 clusters Score -483693.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -479617.375000 Penalty: 2781.146973
	Iteration 0F: 3 clusters Score -479617.4 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -480900.593750 Penalty: 2781.146973
	Iteration 1F: 3 clusters Score -480900.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -481222.218750 Penalty: 2781.146973
	Iteration 2F: 3 clusters Score -481222.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -481438.812500 Penalty: 2781.146973
	Iteration 3F: 3 clusters Score -481438.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -481589.000000 Penalty: 2781.146973
	Iteration 4Q: 3 clusters Score -481589 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -481747.187500 Penalty: 2781.146973
	Iteration 5Q: 3 clusters Score -481747.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -481914.250000 Penalty: 2781.146973
	Iteration 6Q: 3 clusters Score -481914.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -482085.531250 Penalty: 2781.146973
	Iteration 7Q: 3 clusters Score -482085.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -482242.000000 Penalty: 2781.146973
	Iteration 8Q: 3 clusters Score -482242 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -482394.781250 Penalty: 2781.146973
	Iteration 9Q: 3 clusters Score -482394.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -482492.937500 Penalty: 2781.146973
	Iteration 10Q: 3 clusters Score -482492.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -482565.437500 Penalty: 2781.146973
	Iteration 11Q: 3 clusters Score -482565.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -482620.031250 Penalty: 2781.146973
	Iteration 12Q: 3 clusters Score -482620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -482648.500000 Penalty: 2781.146973
	Iteration 13Q: 3 clusters Score -482648.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -482666.343750 Penalty: 2781.146973
	Iteration 14Q: 3 clusters Score -482666.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -482683.656250 Penalty: 2781.146973
	Iteration 15Q: 3 clusters Score -482683.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -482696.437500 Penalty: 2781.146973
	Iteration 16Q: 3 clusters Score -482696.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -482706.000000 Penalty: 2781.146973
	Iteration 17Q: 3 clusters Score -482706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -482714.593750 Penalty: 2781.146973
	Iteration 18Q: 3 clusters Score -482714.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -482721.656250 Penalty: 2781.146973
	Iteration 19Q: 3 clusters Score -482721.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -482733.343750 Penalty: 2781.146973
	Iteration 20F: 3 clusters Score -482733.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -482743.562500 Penalty: 2781.146973
	Iteration 21Q: 3 clusters Score -482743.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -482749.937500 Penalty: 2781.146973
	Iteration 22Q: 3 clusters Score -482749.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -482759.437500 Penalty: 2781.146973
	Iteration 23Q: 3 clusters Score -482759.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -482765.750000 Penalty: 2781.146973
	Iteration 24Q: 3 clusters Score -482765.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -482770.593750 Penalty: 2781.146973
	Iteration 25Q: 3 clusters Score -482770.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -482773.093750 Penalty: 2781.146973
	Iteration 26Q: 3 clusters Score -482773.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -482778.312500 Penalty: 2781.146973
	Iteration 27Q: 3 clusters Score -482778.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -482780.437500 Penalty: 2781.146973
	Iteration 28Q: 3 clusters Score -482780.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -482784.593750 Penalty: 2781.146973
	Iteration 29Q: 3 clusters Score -482784.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -482787.187500 Penalty: 2781.146973
	Iteration 30Q: 3 clusters Score -482787.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -482789.343750 Penalty: 2781.146973
	Iteration 31Q: 3 clusters Score -482789.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -482792.031250 Penalty: 2781.146973
	Iteration 32Q: 3 clusters Score -482792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -482793.562500 Penalty: 2781.146973
	Iteration 33Q: 3 clusters Score -482793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -482794.437500 Penalty: 2781.146973
	Iteration 34Q: 3 clusters Score -482794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -482797.125000 Penalty: 2781.146973
	Iteration 35Q: 3 clusters Score -482797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -482798.062500 Penalty: 2781.146973
	Iteration 36Q: 3 clusters Score -482798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -482799.125000 Penalty: 2781.146973
	Iteration 37Q: 3 clusters Score -482799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -482801.031250 Penalty: 2781.146973
	Iteration 38Q: 3 clusters Score -482801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -482800.843750 Penalty: 2781.146973
	Iteration 39Q: 3 clusters Score -482800.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -482800.843750 Penalty: 2781.146973
	Iteration 40F: 3 clusters Score -482800.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Entering Unmasked Estep 
Score: -2395350.500000 Penalty: 1646.620728
	Iteration 0F: 2 clusters Score -2395350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2378387.250000 Penalty: 3293.241455
	Iteration 0F: 3 clusters Score -2378387 nChanged 11418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2384675.750000 Penalty: 3293.241455
	Iteration 1F: 3 clusters Score -2384676 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2385018.250000 Penalty: 3293.241455
	Iteration 2Q: 3 clusters Score -2385018 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2385341.250000 Penalty: 3293.241455
	Iteration 3Q: 3 clusters Score -2385341 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2385661.750000 Penalty: 3293.241455
	Iteration 4Q: 3 clusters Score -2385662 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2386073.250000 Penalty: 3293.241455
	Iteration 5Q: 3 clusters Score -2386073 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2386593.000000 Penalty: 3293.241455
	Iteration 6Q: 3 clusters Score -2386593 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2387232.500000 Penalty: 3293.241455
	Iteration 7Q: 3 clusters Score -2387232 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2388117.000000 Penalty: 3293.241455
	Iteration 8F: 3 clusters Score -2388117 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -2389211.000000 Penalty: 3293.241455
	Iteration 9F: 3 clusters Score -2389211 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2390316.750000 Penalty: 3293.241455
	Iteration 10F: 3 clusters Score -2390317 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2391247.750000 Penalty: 3293.241455
	Iteration 11F: 3 clusters Score -2391248 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2391999.250000 Penalty: 3293.241455
	Iteration 12Q: 3 clusters Score -2391999 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2392631.750000 Penalty: 3293.241455
	Iteration 13Q: 3 clusters Score -2392632 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2393024.500000 Penalty: 3293.241455
	Iteration 14Q: 3 clusters Score -2393024 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2393308.500000 Penalty: 3293.241455
	Iteration 15Q: 3 clusters Score -2393308 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2393536.250000 Penalty: 3293.241455
	Iteration 16Q: 3 clusters Score -2393536 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2393695.250000 Penalty: 3293.241455
	Iteration 17Q: 3 clusters Score -2393695 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2393791.750000 Penalty: 3293.241455
	Iteration 18Q: 3 clusters Score -2393792 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2393844.500000 Penalty: 3293.241455
	Iteration 19Q: 3 clusters Score -2393844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2393890.000000 Penalty: 3293.241455
	Iteration 20F: 3 clusters Score -2393890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2393920.250000 Penalty: 3293.241455
	Iteration 21Q: 3 clusters Score -2393920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2393938.500000 Penalty: 3293.241455
	Iteration 22Q: 3 clusters Score -2393938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2393971.750000 Penalty: 3293.241455
	Iteration 23Q: 3 clusters Score -2393972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2393988.250000 Penalty: 3293.241455
	Iteration 24Q: 3 clusters Score -2393988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2394009.750000 Penalty: 3293.241455
	Iteration 25Q: 3 clusters Score -2394010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2394029.250000 Penalty: 3293.241455
	Iteration 26Q: 3 clusters Score -2394029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2394036.000000 Penalty: 3293.241455
	Iteration 27Q: 3 clusters Score -2394036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2394045.250000 Penalty: 3293.241455
	Iteration 28Q: 3 clusters Score -2394045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2394057.250000 Penalty: 3293.241455
	Iteration 29Q: 3 clusters Score -2394057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2394061.000000 Penalty: 3293.241455
	Iteration 30Q: 3 clusters Score -2394061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2394072.250000 Penalty: 3293.241455
	Iteration 31Q: 3 clusters Score -2394072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2394081.500000 Penalty: 3293.241455
	Iteration 32Q: 3 clusters Score -2394082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2394083.000000 Penalty: 3293.241455
	Iteration 33Q: 3 clusters Score -2394083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2394088.500000 Penalty: 3293.241455
	Iteration 34Q: 3 clusters Score -2394088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2394085.250000 Penalty: 3293.241455
	Iteration 35Q: 3 clusters Score -2394085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2394089.500000 Penalty: 3293.241455
	Iteration 36Q: 3 clusters Score -2394090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2394090.000000 Penalty: 3293.241455
	Iteration 37Q: 3 clusters Score -2394090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2394093.000000 Penalty: 3293.241455
	Iteration 38Q: 3 clusters Score -2394093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2394098.250000 Penalty: 3293.241455
	Iteration 39Q: 3 clusters Score -2394098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2394099.250000 Penalty: 3293.241455
	Iteration 40F: 3 clusters Score -2394099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2394098.250000 Penalty: 3293.241455
	Iteration 41Q: 3 clusters Score -2394098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2394102.000000 Penalty: 3293.241455
	Iteration 42Q: 3 clusters Score -2394102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2394101.500000 Penalty: 3293.241455
	Iteration 43Q: 3 clusters Score -2394102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2394108.250000 Penalty: 3293.241455
	Iteration 44Q: 3 clusters Score -2394108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2394108.500000 Penalty: 3293.241455
	Iteration 45Q: 3 clusters Score -2394108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2394110.250000 Penalty: 3293.241455
	Iteration 46Q: 3 clusters Score -2394110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2394114.000000 Penalty: 3293.241455
	Iteration 47Q: 3 clusters Score -2394114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2394109.500000 Penalty: 3293.241455
	Iteration 48Q: 3 clusters Score -2394110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2394109.000000 Penalty: 3293.241455
	Iteration 49Q: 3 clusters Score -2394109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2394109.000000 Penalty: 3293.241455
	Iteration 50F: 3 clusters Score -2394109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Entering Unmasked Estep 
Score: -914576.875000 Penalty: 1503.256714
	Iteration 0F: 2 clusters Score -914576.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -907171.625000 Penalty: 3006.513428
	Iteration 0F: 3 clusters Score -907171.6 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -909902.687500 Penalty: 3006.513428
	Iteration 1F: 3 clusters Score -909902.7 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -910453.125000 Penalty: 3006.513428
	Iteration 2F: 3 clusters Score -910453.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -910970.125000 Penalty: 3006.513428
	Iteration 3F: 3 clusters Score -910970.1 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -911481.312500 Penalty: 3006.513428
	Iteration 4F: 3 clusters Score -911481.3 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -911941.937500 Penalty: 3006.513428
	Iteration 5F: 3 clusters Score -911941.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -912316.437500 Penalty: 3006.513428
	Iteration 6F: 3 clusters Score -912316.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -912616.312500 Penalty: 3006.513428
	Iteration 7Q: 3 clusters Score -912616.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -912896.437500 Penalty: 3006.513428
	Iteration 8Q: 3 clusters Score -912896.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -913126.562500 Penalty: 3006.513428
	Iteration 9Q: 3 clusters Score -913126.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -913285.625000 Penalty: 3006.513428
	Iteration 10Q: 3 clusters Score -913285.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -913399.062500 Penalty: 3006.513428
	Iteration 11Q: 3 clusters Score -913399.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -913460.437500 Penalty: 3006.513428
	Iteration 12Q: 3 clusters Score -913460.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -913493.125000 Penalty: 3006.513428
	Iteration 13Q: 3 clusters Score -913493.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -913521.125000 Penalty: 3006.513428
	Iteration 14Q: 3 clusters Score -913521.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -913541.875000 Penalty: 3006.513428
	Iteration 15Q: 3 clusters Score -913541.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -913554.625000 Penalty: 3006.513428
	Iteration 16Q: 3 clusters Score -913554.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -913561.187500 Penalty: 3006.513428
	Iteration 17Q: 3 clusters Score -913561.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -913568.875000 Penalty: 3006.513428
	Iteration 18Q: 3 clusters Score -913568.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -913574.062500 Penalty: 3006.513428
	Iteration 19Q: 3 clusters Score -913574.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -913577.562500 Penalty: 3006.513428
	Iteration 20F: 3 clusters Score -913577.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -913581.562500 Penalty: 3006.513428
	Iteration 21Q: 3 clusters Score -913581.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -913589.437500 Penalty: 3006.513428
	Iteration 22Q: 3 clusters Score -913589.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -913591.187500 Penalty: 3006.513428
	Iteration 23Q: 3 clusters Score -913591.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -913592.812500 Penalty: 3006.513428
	Iteration 24Q: 3 clusters Score -913592.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -913593.875000 Penalty: 3006.513428
	Iteration 25Q: 3 clusters Score -913593.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -913596.000000 Penalty: 3006.513428
	Iteration 26Q: 3 clusters Score -913596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -913597.625000 Penalty: 3006.513428
	Iteration 27Q: 3 clusters Score -913597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -913598.062500 Penalty: 3006.513428
	Iteration 28Q: 3 clusters Score -913598.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -913599.312500 Penalty: 3006.513428
	Iteration 29Q: 3 clusters Score -913599.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -913600.250000 Penalty: 3006.513428
	Iteration 30Q: 3 clusters Score -913600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -913600.437500 Penalty: 3006.513428
	Iteration 31Q: 3 clusters Score -913600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -913599.750000 Penalty: 3006.513428
	Iteration 32Q: 3 clusters Score -913599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -913602.500000 Penalty: 3006.513428
	Iteration 33Q: 3 clusters Score -913602.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -913601.812500 Penalty: 3006.513428
	Iteration 34Q: 3 clusters Score -913601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -913602.812500 Penalty: 3006.513428
	Iteration 35Q: 3 clusters Score -913602.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -913601.562500 Penalty: 3006.513428
	Iteration 36Q: 3 clusters Score -913601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -913601.500000 Penalty: 3006.513428
	Iteration 37Q: 3 clusters Score -913601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -913602.625000 Penalty: 3006.513428
	Iteration 38Q: 3 clusters Score -913602.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -913602.187500 Penalty: 3006.513428
	Iteration 39Q: 3 clusters Score -913602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -913601.750000 Penalty: 3006.513428
	Iteration 40F: 3 clusters Score -913601.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -913602.250000 Penalty: 3006.513428
	Iteration 41Q: 3 clusters Score -913602.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -913605.187500 Penalty: 3006.513428
	Iteration 42Q: 3 clusters Score -913605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -913605.000000 Penalty: 3006.513428
	Iteration 43Q: 3 clusters Score -913605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -913604.625000 Penalty: 3006.513428
	Iteration 44Q: 3 clusters Score -913604.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -913606.875000 Penalty: 3006.513428
	Iteration 45Q: 3 clusters Score -913606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -913606.312500 Penalty: 3006.513428
	Iteration 46Q: 3 clusters Score -913606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -913605.937500 Penalty: 3006.513428
	Iteration 47Q: 3 clusters Score -913605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -913606.687500 Penalty: 3006.513428
	Iteration 48Q: 3 clusters Score -913606.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -913606.750000 Penalty: 3006.513428
	Iteration 49Q: 3 clusters Score -913606.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -913607.875000 Penalty: 3006.513428
	Iteration 50Q: 3 clusters Score -913607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -913607.875000 Penalty: 3006.513428
	Iteration 51Q: 3 clusters Score -913607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -913608.000000 Penalty: 3006.513428
	Iteration 52Q: 3 clusters Score -913608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -913609.750000 Penalty: 3006.513428
	Iteration 53Q: 3 clusters Score -913609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -913609.750000 Penalty: 3006.513428
	Iteration 54F: 3 clusters Score -913609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -69661.585938 Penalty: 1084.616211
	Iteration 0F: 2 clusters Score -69661.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68421.679688 Penalty: 2169.232422
	Iteration 0F: 3 clusters Score -68421.68 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68608.000000 Penalty: 2169.232422
	Iteration 1F: 3 clusters Score -68608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -68678.531250 Penalty: 2169.232422
	Iteration 2F: 3 clusters Score -68678.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68710.796875 Penalty: 2169.232422
	Iteration 3Q: 3 clusters Score -68710.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68726.125000 Penalty: 2169.232422
	Iteration 4Q: 3 clusters Score -68726.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68738.554688 Penalty: 2169.232422
	Iteration 5Q: 3 clusters Score -68738.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68755.156250 Penalty: 2169.232422
	Iteration 6Q: 3 clusters Score -68755.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68770.085938 Penalty: 2169.232422
	Iteration 7Q: 3 clusters Score -68770.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68777.390625 Penalty: 2169.232422
	Iteration 8Q: 3 clusters Score -68777.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68780.148438 Penalty: 2169.232422
	Iteration 9Q: 3 clusters Score -68780.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68781.187500 Penalty: 2169.232422
	Iteration 10Q: 3 clusters Score -68781.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68783.890625 Penalty: 2169.232422
	Iteration 11Q: 3 clusters Score -68783.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68788.078125 Penalty: 2169.232422
	Iteration 12Q: 3 clusters Score -68788.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68789.484375 Penalty: 2169.232422
	Iteration 13Q: 3 clusters Score -68789.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68789.484375 Penalty: 2169.232422
	Iteration 14F: 3 clusters Score -68789.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (103726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103726 members 
Entering Unmasked Estep 
Score: -9746522.000000 Penalty: 1876.795044
	Iteration 0F: 2 clusters Score -9746522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -9677400.000000 Penalty: 3753.590088
	Iteration 0F: 3 clusters Score -9677400 nChanged 49586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -9706558.000000 Penalty: 3753.590088
	Iteration 1F: 3 clusters Score -9706558 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53868 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -9707324.000000 Penalty: 3753.590088
	Iteration 2Q: 3 clusters Score -9707324 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -9708357.000000 Penalty: 3753.590088
	Iteration 3Q: 3 clusters Score -9708357 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56816 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -9709585.000000 Penalty: 3753.590088
	Iteration 4Q: 3 clusters Score -9709585 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -9711365.000000 Penalty: 3753.590088
	Iteration 5Q: 3 clusters Score -9711365 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63033 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -9713891.000000 Penalty: 3753.590088
	Iteration 6Q: 3 clusters Score -9713891 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -9717254.000000 Penalty: 3753.590088
	Iteration 7F: 3 clusters Score -9717254 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -9721204.000000 Penalty: 3753.590088
	Iteration 8F: 3 clusters Score -9721204 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -9725288.000000 Penalty: 3753.590088
	Iteration 9F: 3 clusters Score -9725288 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83041 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -9729125.000000 Penalty: 3753.590088
	Iteration 10F: 3 clusters Score -9729125 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87633 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -9732607.000000 Penalty: 3753.590088
	Iteration 11Q: 3 clusters Score -9732607 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -9735650.000000 Penalty: 3753.590088
	Iteration 12Q: 3 clusters Score -9735650 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95146 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -9738239.000000 Penalty: 3753.590088
	Iteration 13Q: 3 clusters Score -9738239 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98118 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -9740479.000000 Penalty: 3753.590088
	Iteration 14Q: 3 clusters Score -9740479 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100397 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -9742336.000000 Penalty: 3753.590088
	Iteration 15Q: 3 clusters Score -9742336 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101955 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9743634.000000 Penalty: 3753.590088
	Iteration 16Q: 3 clusters Score -9743634 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102830 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9744320.000000 Penalty: 3753.590088
	Iteration 17Q: 3 clusters Score -9744320 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103238 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9744634.000000 Penalty: 3753.590088
	Iteration 18Q: 3 clusters Score -9744634 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103392 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9744754.000000 Penalty: 3753.590088
	Iteration 19Q: 3 clusters Score -9744754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103461 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9744796.000000 Penalty: 3753.590088
	Iteration 20F: 3 clusters Score -9744796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103489 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9744834.000000 Penalty: 3753.590088
	Iteration 21Q: 3 clusters Score -9744834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103507 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9744842.000000 Penalty: 3753.590088
	Iteration 22Q: 3 clusters Score -9744842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103522 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9744858.000000 Penalty: 3753.590088
	Iteration 23Q: 3 clusters Score -9744858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103528 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9744872.000000 Penalty: 3753.590088
	Iteration 24Q: 3 clusters Score -9744872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9744886.000000 Penalty: 3753.590088
	Iteration 25Q: 3 clusters Score -9744886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9744895.000000 Penalty: 3753.590088
	Iteration 26Q: 3 clusters Score -9744895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103531 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -9744895.000000 Penalty: 3753.590088
	Iteration 27F: 3 clusters Score -9744895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -396331.687500 Penalty: 1367.895020
	Iteration 0F: 2 clusters Score -396331.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -392659.125000 Penalty: 2735.790039
	Iteration 0F: 3 clusters Score -392659.1 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -393650.937500 Penalty: 2735.790039
	Iteration 1F: 3 clusters Score -393650.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -393884.156250 Penalty: 2735.790039
	Iteration 2F: 3 clusters Score -393884.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -394056.093750 Penalty: 2735.790039
	Iteration 3F: 3 clusters Score -394056.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -394198.468750 Penalty: 2735.790039
	Iteration 4Q: 3 clusters Score -394198.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -394307.375000 Penalty: 2735.790039
	Iteration 5Q: 3 clusters Score -394307.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -394419.968750 Penalty: 2735.790039
	Iteration 6Q: 3 clusters Score -394420 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -394519.375000 Penalty: 2735.790039
	Iteration 7Q: 3 clusters Score -394519.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -394593.093750 Penalty: 2735.790039
	Iteration 8Q: 3 clusters Score -394593.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -394671.125000 Penalty: 2735.790039
	Iteration 9Q: 3 clusters Score -394671.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -394739.312500 Penalty: 2735.790039
	Iteration 10Q: 3 clusters Score -394739.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -394792.843750 Penalty: 2735.790039
	Iteration 11Q: 3 clusters Score -394792.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -394843.875000 Penalty: 2735.790039
	Iteration 12Q: 3 clusters Score -394843.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -394898.812500 Penalty: 2735.790039
	Iteration 13Q: 3 clusters Score -394898.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -394955.750000 Penalty: 2735.790039
	Iteration 14Q: 3 clusters Score -394955.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -395014.750000 Penalty: 2735.790039
	Iteration 15Q: 3 clusters Score -395014.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -395073.656250 Penalty: 2735.790039
	Iteration 16Q: 3 clusters Score -395073.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -395130.781250 Penalty: 2735.790039
	Iteration 17Q: 3 clusters Score -395130.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -395193.343750 Penalty: 2735.790039
	Iteration 18Q: 3 clusters Score -395193.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -395257.718750 Penalty: 2735.790039
	Iteration 19Q: 3 clusters Score -395257.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -395332.562500 Penalty: 2735.790039
	Iteration 20F: 3 clusters Score -395332.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -395383.125000 Penalty: 2735.790039
	Iteration 21Q: 3 clusters Score -395383.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -395420.937500 Penalty: 2735.790039
	Iteration 22Q: 3 clusters Score -395420.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -395446.093750 Penalty: 2735.790039
	Iteration 23Q: 3 clusters Score -395446.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -395464.906250 Penalty: 2735.790039
	Iteration 24Q: 3 clusters Score -395464.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -395485.750000 Penalty: 2735.790039
	Iteration 25Q: 3 clusters Score -395485.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -395503.343750 Penalty: 2735.790039
	Iteration 26Q: 3 clusters Score -395503.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -395515.156250 Penalty: 2735.790039
	Iteration 27Q: 3 clusters Score -395515.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -395522.125000 Penalty: 2735.790039
	Iteration 28Q: 3 clusters Score -395522.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -395527.125000 Penalty: 2735.790039
	Iteration 29Q: 3 clusters Score -395527.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -395532.187500 Penalty: 2735.790039
	Iteration 30Q: 3 clusters Score -395532.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -395538.625000 Penalty: 2735.790039
	Iteration 31Q: 3 clusters Score -395538.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -395543.656250 Penalty: 2735.790039
	Iteration 32Q: 3 clusters Score -395543.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -395551.156250 Penalty: 2735.790039
	Iteration 33Q: 3 clusters Score -395551.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -395560.906250 Penalty: 2735.790039
	Iteration 34Q: 3 clusters Score -395560.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -395570.468750 Penalty: 2735.790039
	Iteration 35Q: 3 clusters Score -395570.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -395574.500000 Penalty: 2735.790039
	Iteration 36Q: 3 clusters Score -395574.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -395578.031250 Penalty: 2735.790039
	Iteration 37Q: 3 clusters Score -395578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -395581.156250 Penalty: 2735.790039
	Iteration 38Q: 3 clusters Score -395581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -395584.375000 Penalty: 2735.790039
	Iteration 39Q: 3 clusters Score -395584.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -395585.343750 Penalty: 2735.790039
	Iteration 40F: 3 clusters Score -395585.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -395585.937500 Penalty: 2735.790039
	Iteration 41Q: 3 clusters Score -395585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -395585.937500 Penalty: 2735.790039
	Iteration 42Q: 3 clusters Score -395585.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -395585.937500 Penalty: 2735.790039
	Iteration 43F: 3 clusters Score -395585.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4080 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4088 members 
Mstep: Class 7 contains 151312 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108892 members 
Mstep: Class 11 contains 39091 members 
Mstep: Class 12 contains 10297 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42629 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10413 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103726 members 
Mstep: Class 22 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385460.000000 Penalty: 47366.093750
Iteration 119Q: 23 clusters Score -5.238546e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 151314 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108892 members 
Mstep: Class 11 contains 39091 members 
Mstep: Class 12 contains 10300 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42628 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103725 members 
Mstep: Class 22 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385444.000000 Penalty: 47366.093750
Iteration 120F: 23 clusters Score -5.238544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 151314 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108892 members 
Mstep: Class 11 contains 39091 members 
Mstep: Class 12 contains 10302 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42627 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10412 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103724 members 
Mstep: Class 22 contains 4525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385448.000000 Penalty: 47366.093750
Iteration 121Q: 23 clusters Score -5.238545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 151315 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108892 members 
Mstep: Class 11 contains 39091 members 
Mstep: Class 12 contains 10306 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42626 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103723 members 
Mstep: Class 22 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385480.000000 Penalty: 47366.093750
Iteration 122Q: 23 clusters Score -5.238548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 151315 members 
Mstep: Class 8 contains 1068 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108893 members 
Mstep: Class 11 contains 39091 members 
Mstep: Class 12 contains 10309 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103722 members 
Mstep: Class 22 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385456.000000 Penalty: 47366.093750
Iteration 123Q: 23 clusters Score -5.238546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 151315 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108893 members 
Mstep: Class 11 contains 39091 members 
Mstep: Class 12 contains 10310 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103721 members 
Mstep: Class 22 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385448.000000 Penalty: 47366.093750
Iteration 124Q: 23 clusters Score -5.238545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 151315 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108894 members 
Mstep: Class 11 contains 39091 members 
Mstep: Class 12 contains 10310 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103721 members 
Mstep: Class 22 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385468.000000 Penalty: 47366.093750
Iteration 125Q: 23 clusters Score -5.238547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 151315 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108895 members 
Mstep: Class 11 contains 39091 members 
Mstep: Class 12 contains 10308 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103721 members 
Mstep: Class 22 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385460.000000 Penalty: 47366.093750
Iteration 126Q: 23 clusters Score -5.238546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 151315 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108896 members 
Mstep: Class 11 contains 39091 members 
Mstep: Class 12 contains 10307 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103721 members 
Mstep: Class 22 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385448.000000 Penalty: 47366.093750
Iteration 127Q: 23 clusters Score -5.238545e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 151315 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108897 members 
Mstep: Class 11 contains 39091 members 
Mstep: Class 12 contains 10306 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103721 members 
Mstep: Class 22 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385436.000000 Penalty: 47366.093750
Iteration 128Q: 23 clusters Score -5.238544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 151315 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108899 members 
Mstep: Class 11 contains 39090 members 
Mstep: Class 12 contains 10305 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103721 members 
Mstep: Class 22 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385436.000000 Penalty: 47366.093750
Iteration 129Q: 23 clusters Score -5.238544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 2371 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 844 members 
Mstep: Class 5 contains 5966 members 
Mstep: Class 6 contains 4090 members 
Mstep: Class 7 contains 151315 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 108899 members 
Mstep: Class 11 contains 39090 members 
Mstep: Class 12 contains 10305 members 
Mstep: Class 13 contains 7393 members 
Mstep: Class 14 contains 7890 members 
Mstep: Class 15 contains 42625 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 5206 members 
Mstep: Class 18 contains 25161 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 103721 members 
Mstep: Class 22 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385436.000000 Penalty: 47366.093750
Iteration 130F: 23 clusters Score -5.238544e+07 nChanged 0
Entering ConstructFrom: 
Score: -52385436.000000 Penalty: 47366.093750
Entering ConstructFrom: 
Trying to split cluster 1 (22979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Entering Unmasked Estep 
Score: -2214931.500000 Penalty: 1631.879639
	Iteration 0F: 2 clusters Score -2214932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2199264.250000 Penalty: 3263.759277
	Iteration 0F: 3 clusters Score -2199264 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2204921.250000 Penalty: 3263.759277
	Iteration 1F: 3 clusters Score -2204921 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2205374.750000 Penalty: 3263.759277
	Iteration 2F: 3 clusters Score -2205375 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2205867.000000 Penalty: 3263.759277
	Iteration 3F: 3 clusters Score -2205867 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2206506.000000 Penalty: 3263.759277
	Iteration 4F: 3 clusters Score -2206506 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2207245.250000 Penalty: 3263.759277
	Iteration 5F: 3 clusters Score -2207245 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2208057.750000 Penalty: 3263.759277
	Iteration 6F: 3 clusters Score -2208058 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2208812.250000 Penalty: 3263.759277
	Iteration 7F: 3 clusters Score -2208812 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2209534.250000 Penalty: 3263.759277
	Iteration 8F: 3 clusters Score -2209534 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2210177.750000 Penalty: 3263.759277
	Iteration 9Q: 3 clusters Score -2210178 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2210683.000000 Penalty: 3263.759277
	Iteration 10Q: 3 clusters Score -2210683 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2211184.500000 Penalty: 3263.759277
	Iteration 11Q: 3 clusters Score -2211184 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2211683.000000 Penalty: 3263.759277
	Iteration 12Q: 3 clusters Score -2211683 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2212042.000000 Penalty: 3263.759277
	Iteration 13Q: 3 clusters Score -2212042 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2212262.000000 Penalty: 3263.759277
	Iteration 14Q: 3 clusters Score -2212262 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2212418.500000 Penalty: 3263.759277
	Iteration 15Q: 3 clusters Score -2212418 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2212514.250000 Penalty: 3263.759277
	Iteration 16Q: 3 clusters Score -2212514 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2212601.250000 Penalty: 3263.759277
	Iteration 17Q: 3 clusters Score -2212601 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2212664.750000 Penalty: 3263.759277
	Iteration 18Q: 3 clusters Score -2212665 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2212720.000000 Penalty: 3263.759277
	Iteration 19Q: 3 clusters Score -2212720 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2212780.500000 Penalty: 3263.759277
	Iteration 20F: 3 clusters Score -2212780 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2212846.750000 Penalty: 3263.759277
	Iteration 21Q: 3 clusters Score -2212847 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2212906.500000 Penalty: 3263.759277
	Iteration 22Q: 3 clusters Score -2212906 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2212949.250000 Penalty: 3263.759277
	Iteration 23Q: 3 clusters Score -2212949 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2212997.500000 Penalty: 3263.759277
	Iteration 24Q: 3 clusters Score -2212998 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2213041.500000 Penalty: 3263.759277
	Iteration 25Q: 3 clusters Score -2213042 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2213078.500000 Penalty: 3263.759277
	Iteration 26Q: 3 clusters Score -2213078 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2213106.250000 Penalty: 3263.759277
	Iteration 27Q: 3 clusters Score -2213106 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2213146.250000 Penalty: 3263.759277
	Iteration 28Q: 3 clusters Score -2213146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2213174.750000 Penalty: 3263.759277
	Iteration 29Q: 3 clusters Score -2213175 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2213193.750000 Penalty: 3263.759277
	Iteration 30Q: 3 clusters Score -2213194 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2213220.750000 Penalty: 3263.759277
	Iteration 31Q: 3 clusters Score -2213221 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2213240.000000 Penalty: 3263.759277
	Iteration 32Q: 3 clusters Score -2213240 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2213250.750000 Penalty: 3263.759277
	Iteration 33Q: 3 clusters Score -2213251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2213275.000000 Penalty: 3263.759277
	Iteration 34Q: 3 clusters Score -2213275 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2213295.000000 Penalty: 3263.759277
	Iteration 35Q: 3 clusters Score -2213295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2213325.500000 Penalty: 3263.759277
	Iteration 36Q: 3 clusters Score -2213326 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2213344.500000 Penalty: 3263.759277
	Iteration 37Q: 3 clusters Score -2213344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2213370.250000 Penalty: 3263.759277
	Iteration 38Q: 3 clusters Score -2213370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2213382.750000 Penalty: 3263.759277
	Iteration 39Q: 3 clusters Score -2213383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2213398.250000 Penalty: 3263.759277
	Iteration 40F: 3 clusters Score -2213398 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2213413.750000 Penalty: 3263.759277
	Iteration 41Q: 3 clusters Score -2213414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2213430.250000 Penalty: 3263.759277
	Iteration 42Q: 3 clusters Score -2213430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2213450.000000 Penalty: 3263.759277
	Iteration 43Q: 3 clusters Score -2213450 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2213458.500000 Penalty: 3263.759277
	Iteration 44Q: 3 clusters Score -2213458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2213474.500000 Penalty: 3263.759277
	Iteration 45Q: 3 clusters Score -2213474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2213483.000000 Penalty: 3263.759277
	Iteration 46Q: 3 clusters Score -2213483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2213494.500000 Penalty: 3263.759277
	Iteration 47Q: 3 clusters Score -2213494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2213503.000000 Penalty: 3263.759277
	Iteration 48Q: 3 clusters Score -2213503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2213509.750000 Penalty: 3263.759277
	Iteration 49Q: 3 clusters Score -2213510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2213516.250000 Penalty: 3263.759277
	Iteration 50Q: 3 clusters Score -2213516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2213522.750000 Penalty: 3263.759277
	Iteration 51Q: 3 clusters Score -2213523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2213534.750000 Penalty: 3263.759277
	Iteration 52Q: 3 clusters Score -2213535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2213538.500000 Penalty: 3263.759277
	Iteration 53Q: 3 clusters Score -2213538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2213537.500000 Penalty: 3263.759277
	Iteration 54Q: 3 clusters Score -2213538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2213539.750000 Penalty: 3263.759277
	Iteration 55Q: 3 clusters Score -2213540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2213540.750000 Penalty: 3263.759277
	Iteration 56Q: 3 clusters Score -2213541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2213545.750000 Penalty: 3263.759277
	Iteration 57Q: 3 clusters Score -2213546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2213543.500000 Penalty: 3263.759277
	Iteration 58Q: 3 clusters Score -2213544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2213545.750000 Penalty: 3263.759277
	Iteration 59Q: 3 clusters Score -2213546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2213549.750000 Penalty: 3263.759277
	Iteration 60F: 3 clusters Score -2213550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2213553.250000 Penalty: 3263.759277
	Iteration 61Q: 3 clusters Score -2213553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2213558.000000 Penalty: 3263.759277
	Iteration 62Q: 3 clusters Score -2213558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2213561.750000 Penalty: 3263.759277
	Iteration 63Q: 3 clusters Score -2213562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2213564.750000 Penalty: 3263.759277
	Iteration 64Q: 3 clusters Score -2213565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2213566.750000 Penalty: 3263.759277
	Iteration 65Q: 3 clusters Score -2213567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2213571.500000 Penalty: 3263.759277
	Iteration 66Q: 3 clusters Score -2213572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2213579.250000 Penalty: 3263.759277
	Iteration 67Q: 3 clusters Score -2213579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2213584.250000 Penalty: 3263.759277
	Iteration 68Q: 3 clusters Score -2213584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2213589.250000 Penalty: 3263.759277
	Iteration 69Q: 3 clusters Score -2213589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2213590.250000 Penalty: 3263.759277
	Iteration 70Q: 3 clusters Score -2213590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2213592.750000 Penalty: 3263.759277
	Iteration 71Q: 3 clusters Score -2213593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2213591.750000 Penalty: 3263.759277
	Iteration 72Q: 3 clusters Score -2213592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2213592.250000 Penalty: 3263.759277
	Iteration 73Q: 3 clusters Score -2213592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2213592.250000 Penalty: 3263.759277
	Iteration 74F: 3 clusters Score -2213592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -218220.843750 Penalty: 1262.798462
	Iteration 0F: 2 clusters Score -218220.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -215878.625000 Penalty: 2525.596924
	Iteration 0F: 3 clusters Score -215878.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -216387.281250 Penalty: 2525.596924
	Iteration 1F: 3 clusters Score -216387.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -216519.953125 Penalty: 2525.596924
	Iteration 2F: 3 clusters Score -216520 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -216603.843750 Penalty: 2525.596924
	Iteration 3Q: 3 clusters Score -216603.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -216681.765625 Penalty: 2525.596924
	Iteration 4Q: 3 clusters Score -216681.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -216744.890625 Penalty: 2525.596924
	Iteration 5Q: 3 clusters Score -216744.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -216820.281250 Penalty: 2525.596924
	Iteration 6Q: 3 clusters Score -216820.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -216902.781250 Penalty: 2525.596924
	Iteration 7Q: 3 clusters Score -216902.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -216963.328125 Penalty: 2525.596924
	Iteration 8Q: 3 clusters Score -216963.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -217021.078125 Penalty: 2525.596924
	Iteration 9Q: 3 clusters Score -217021.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -217091.562500 Penalty: 2525.596924
	Iteration 10Q: 3 clusters Score -217091.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -217157.203125 Penalty: 2525.596924
	Iteration 11Q: 3 clusters Score -217157.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -217235.250000 Penalty: 2525.596924
	Iteration 12Q: 3 clusters Score -217235.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -217303.171875 Penalty: 2525.596924
	Iteration 13Q: 3 clusters Score -217303.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -217359.531250 Penalty: 2525.596924
	Iteration 14Q: 3 clusters Score -217359.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -217399.343750 Penalty: 2525.596924
	Iteration 15Q: 3 clusters Score -217399.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -217449.484375 Penalty: 2525.596924
	Iteration 16Q: 3 clusters Score -217449.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -217515.703125 Penalty: 2525.596924
	Iteration 17Q: 3 clusters Score -217515.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -217587.656250 Penalty: 2525.596924
	Iteration 18Q: 3 clusters Score -217587.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -217656.031250 Penalty: 2525.596924
	Iteration 19Q: 3 clusters Score -217656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -217699.828125 Penalty: 2525.596924
	Iteration 20F: 3 clusters Score -217699.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -217723.156250 Penalty: 2525.596924
	Iteration 21Q: 3 clusters Score -217723.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -217733.187500 Penalty: 2525.596924
	Iteration 22Q: 3 clusters Score -217733.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -217742.015625 Penalty: 2525.596924
	Iteration 23Q: 3 clusters Score -217742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -217750.625000 Penalty: 2525.596924
	Iteration 24Q: 3 clusters Score -217750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -217761.437500 Penalty: 2525.596924
	Iteration 25Q: 3 clusters Score -217761.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -217767.203125 Penalty: 2525.596924
	Iteration 26Q: 3 clusters Score -217767.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -217773.671875 Penalty: 2525.596924
	Iteration 27Q: 3 clusters Score -217773.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -217788.031250 Penalty: 2525.596924
	Iteration 28Q: 3 clusters Score -217788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -217806.265625 Penalty: 2525.596924
	Iteration 29Q: 3 clusters Score -217806.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -217813.984375 Penalty: 2525.596924
	Iteration 30Q: 3 clusters Score -217814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -217818.453125 Penalty: 2525.596924
	Iteration 31Q: 3 clusters Score -217818.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -217822.781250 Penalty: 2525.596924
	Iteration 32Q: 3 clusters Score -217822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -217825.750000 Penalty: 2525.596924
	Iteration 33Q: 3 clusters Score -217825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -217827.656250 Penalty: 2525.596924
	Iteration 34Q: 3 clusters Score -217827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -217830.015625 Penalty: 2525.596924
	Iteration 35Q: 3 clusters Score -217830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -217832.187500 Penalty: 2525.596924
	Iteration 36Q: 3 clusters Score -217832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -217833.812500 Penalty: 2525.596924
	Iteration 37Q: 3 clusters Score -217833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -217834.500000 Penalty: 2525.596924
	Iteration 38Q: 3 clusters Score -217834.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -217834.500000 Penalty: 2525.596924
	Iteration 39F: 3 clusters Score -217834.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Entering Unmasked Estep 
Score: -388571.656250 Penalty: 1351.040771
	Iteration 0F: 2 clusters Score -388571.7 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 2030 members 
Entering Unmasked Estep 
Score: -385197.031250 Penalty: 2702.081543
	Iteration 0F: 3 clusters Score -385197 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -386101.687500 Penalty: 2702.081543
	Iteration 1F: 3 clusters Score -386101.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -386313.062500 Penalty: 2702.081543
	Iteration 2F: 3 clusters Score -386313.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -386478.437500 Penalty: 2702.081543
	Iteration 3F: 3 clusters Score -386478.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -386619.750000 Penalty: 2702.081543
	Iteration 4Q: 3 clusters Score -386619.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -386760.812500 Penalty: 2702.081543
	Iteration 5Q: 3 clusters Score -386760.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -386904.281250 Penalty: 2702.081543
	Iteration 6Q: 3 clusters Score -386904.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -387050.406250 Penalty: 2702.081543
	Iteration 7Q: 3 clusters Score -387050.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -387175.062500 Penalty: 2702.081543
	Iteration 8Q: 3 clusters Score -387175.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -387264.500000 Penalty: 2702.081543
	Iteration 9Q: 3 clusters Score -387264.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -387346.062500 Penalty: 2702.081543
	Iteration 10Q: 3 clusters Score -387346.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -387399.437500 Penalty: 2702.081543
	Iteration 11Q: 3 clusters Score -387399.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -387438.937500 Penalty: 2702.081543
	Iteration 12Q: 3 clusters Score -387438.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -387466.906250 Penalty: 2702.081543
	Iteration 13Q: 3 clusters Score -387466.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -387485.750000 Penalty: 2702.081543
	Iteration 14Q: 3 clusters Score -387485.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -387503.593750 Penalty: 2702.081543
	Iteration 15Q: 3 clusters Score -387503.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -387513.218750 Penalty: 2702.081543
	Iteration 16Q: 3 clusters Score -387513.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -387523.000000 Penalty: 2702.081543
	Iteration 17Q: 3 clusters Score -387523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -387531.156250 Penalty: 2702.081543
	Iteration 18Q: 3 clusters Score -387531.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -387537.562500 Penalty: 2702.081543
	Iteration 19Q: 3 clusters Score -387537.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -387542.468750 Penalty: 2702.081543
	Iteration 20F: 3 clusters Score -387542.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -387548.875000 Penalty: 2702.081543
	Iteration 21Q: 3 clusters Score -387548.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -387553.281250 Penalty: 2702.081543
	Iteration 22Q: 3 clusters Score -387553.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -387555.625000 Penalty: 2702.081543
	Iteration 23Q: 3 clusters Score -387555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -387558.718750 Penalty: 2702.081543
	Iteration 24Q: 3 clusters Score -387558.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -387560.312500 Penalty: 2702.081543
	Iteration 25Q: 3 clusters Score -387560.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -387561.375000 Penalty: 2702.081543
	Iteration 26Q: 3 clusters Score -387561.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -387562.187500 Penalty: 2702.081543
	Iteration 27Q: 3 clusters Score -387562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -387562.937500 Penalty: 2702.081543
	Iteration 28Q: 3 clusters Score -387562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -387563.843750 Penalty: 2702.081543
	Iteration 29Q: 3 clusters Score -387563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -387564.437500 Penalty: 2702.081543
	Iteration 30Q: 3 clusters Score -387564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -387565.062500 Penalty: 2702.081543
	Iteration 31Q: 3 clusters Score -387565.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -387566.031250 Penalty: 2702.081543
	Iteration 32Q: 3 clusters Score -387566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -387567.812500 Penalty: 2702.081543
	Iteration 33Q: 3 clusters Score -387567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -387568.531250 Penalty: 2702.081543
	Iteration 34Q: 3 clusters Score -387568.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -387568.093750 Penalty: 2702.081543
	Iteration 35Q: 3 clusters Score -387568.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -387568.906250 Penalty: 2702.081543
	Iteration 36Q: 3 clusters Score -387568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -387568.937500 Penalty: 2702.081543
	Iteration 37Q: 3 clusters Score -387568.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -387568.937500 Penalty: 2702.081543
	Iteration 38F: 3 clusters Score -387568.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -69610.828125 Penalty: 1094.949829
	Iteration 0F: 2 clusters Score -69610.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -68286.367188 Penalty: 2189.899658
	Iteration 0F: 3 clusters Score -68286.37 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68693.750000 Penalty: 2189.899658
	Iteration 1F: 3 clusters Score -68693.75 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68978.375000 Penalty: 2189.899658
	Iteration 2F: 3 clusters Score -68978.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -69151.179688 Penalty: 2189.899658
	Iteration 3F: 3 clusters Score -69151.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -69262.125000 Penalty: 2189.899658
	Iteration 4F: 3 clusters Score -69262.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69328.273438 Penalty: 2189.899658
	Iteration 5Q: 3 clusters Score -69328.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -69370.125000 Penalty: 2189.899658
	Iteration 6Q: 3 clusters Score -69370.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -69389.648438 Penalty: 2189.899658
	Iteration 7Q: 3 clusters Score -69389.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -69408.882812 Penalty: 2189.899658
	Iteration 8Q: 3 clusters Score -69408.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -69416.875000 Penalty: 2189.899658
	Iteration 9Q: 3 clusters Score -69416.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -69423.843750 Penalty: 2189.899658
	Iteration 10Q: 3 clusters Score -69423.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -69433.359375 Penalty: 2189.899658
	Iteration 11Q: 3 clusters Score -69433.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -69436.578125 Penalty: 2189.899658
	Iteration 12Q: 3 clusters Score -69436.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -69440.226562 Penalty: 2189.899658
	Iteration 13Q: 3 clusters Score -69440.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -69441.265625 Penalty: 2189.899658
	Iteration 14Q: 3 clusters Score -69441.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -69441.265625 Penalty: 2189.899658
	Iteration 15F: 3 clusters Score -69441.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Entering Unmasked Estep 
Score: -542422.250000 Penalty: 1412.747803
	Iteration 0F: 2 clusters Score -542422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -537880.312500 Penalty: 2825.495605
	Iteration 0F: 3 clusters Score -537880.3 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -539251.812500 Penalty: 2825.495605
	Iteration 1F: 3 clusters Score -539251.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -539426.875000 Penalty: 2825.495605
	Iteration 2F: 3 clusters Score -539426.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -539543.375000 Penalty: 2825.495605
	Iteration 3Q: 3 clusters Score -539543.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -539656.437500 Penalty: 2825.495605
	Iteration 4Q: 3 clusters Score -539656.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -539756.625000 Penalty: 2825.495605
	Iteration 5Q: 3 clusters Score -539756.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -539864.000000 Penalty: 2825.495605
	Iteration 6Q: 3 clusters Score -539864 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -539984.562500 Penalty: 2825.495605
	Iteration 7Q: 3 clusters Score -539984.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -540158.937500 Penalty: 2825.495605
	Iteration 8Q: 3 clusters Score -540158.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -540345.000000 Penalty: 2825.495605
	Iteration 9Q: 3 clusters Score -540345 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -540543.875000 Penalty: 2825.495605
	Iteration 10Q: 3 clusters Score -540543.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -540736.187500 Penalty: 2825.495605
	Iteration 11Q: 3 clusters Score -540736.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -540915.125000 Penalty: 2825.495605
	Iteration 12Q: 3 clusters Score -540915.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -541062.562500 Penalty: 2825.495605
	Iteration 13Q: 3 clusters Score -541062.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -541166.625000 Penalty: 2825.495605
	Iteration 14Q: 3 clusters Score -541166.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -541225.625000 Penalty: 2825.495605
	Iteration 15Q: 3 clusters Score -541225.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -541265.062500 Penalty: 2825.495605
	Iteration 16Q: 3 clusters Score -541265.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -541287.875000 Penalty: 2825.495605
	Iteration 17Q: 3 clusters Score -541287.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -541304.125000 Penalty: 2825.495605
	Iteration 18Q: 3 clusters Score -541304.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -541317.812500 Penalty: 2825.495605
	Iteration 19Q: 3 clusters Score -541317.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -541333.000000 Penalty: 2825.495605
	Iteration 20F: 3 clusters Score -541333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -541342.125000 Penalty: 2825.495605
	Iteration 21Q: 3 clusters Score -541342.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -541346.062500 Penalty: 2825.495605
	Iteration 22Q: 3 clusters Score -541346.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -541351.625000 Penalty: 2825.495605
	Iteration 23Q: 3 clusters Score -541351.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -541359.562500 Penalty: 2825.495605
	Iteration 24Q: 3 clusters Score -541359.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -541366.125000 Penalty: 2825.495605
	Iteration 25Q: 3 clusters Score -541366.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -541373.000000 Penalty: 2825.495605
	Iteration 26Q: 3 clusters Score -541373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -541380.687500 Penalty: 2825.495605
	Iteration 27Q: 3 clusters Score -541380.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -541385.625000 Penalty: 2825.495605
	Iteration 28Q: 3 clusters Score -541385.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -541386.875000 Penalty: 2825.495605
	Iteration 29Q: 3 clusters Score -541386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -541389.000000 Penalty: 2825.495605
	Iteration 30Q: 3 clusters Score -541389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -541391.250000 Penalty: 2825.495605
	Iteration 31Q: 3 clusters Score -541391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -541393.812500 Penalty: 2825.495605
	Iteration 32Q: 3 clusters Score -541393.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -541395.750000 Penalty: 2825.495605
	Iteration 33Q: 3 clusters Score -541395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -541396.437500 Penalty: 2825.495605
	Iteration 34Q: 3 clusters Score -541396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -541397.625000 Penalty: 2825.495605
	Iteration 35Q: 3 clusters Score -541397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -541398.250000 Penalty: 2825.495605
	Iteration 36Q: 3 clusters Score -541398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -541398.937500 Penalty: 2825.495605
	Iteration 37Q: 3 clusters Score -541398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -541399.562500 Penalty: 2825.495605
	Iteration 38Q: 3 clusters Score -541399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -541400.250000 Penalty: 2825.495605
	Iteration 39Q: 3 clusters Score -541400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -541400.250000 Penalty: 2825.495605
	Iteration 40F: 3 clusters Score -541400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Entering Unmasked Estep 
Score: -364425.156250 Penalty: 1351.398804
	Iteration 0F: 2 clusters Score -364425.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -361054.593750 Penalty: 2702.797607
	Iteration 0F: 3 clusters Score -361054.6 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -361988.468750 Penalty: 2702.797607
	Iteration 1F: 3 clusters Score -361988.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -362257.062500 Penalty: 2702.797607
	Iteration 2F: 3 clusters Score -362257.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -362458.031250 Penalty: 2702.797607
	Iteration 3F: 3 clusters Score -362458 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -362592.062500 Penalty: 2702.797607
	Iteration 4F: 3 clusters Score -362592.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -362701.781250 Penalty: 2702.797607
	Iteration 5Q: 3 clusters Score -362701.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -362792.312500 Penalty: 2702.797607
	Iteration 6Q: 3 clusters Score -362792.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -362875.843750 Penalty: 2702.797607
	Iteration 7Q: 3 clusters Score -362875.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -362973.218750 Penalty: 2702.797607
	Iteration 8Q: 3 clusters Score -362973.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -363065.843750 Penalty: 2702.797607
	Iteration 9Q: 3 clusters Score -363065.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -363140.531250 Penalty: 2702.797607
	Iteration 10Q: 3 clusters Score -363140.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -363194.531250 Penalty: 2702.797607
	Iteration 11Q: 3 clusters Score -363194.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -363231.093750 Penalty: 2702.797607
	Iteration 12Q: 3 clusters Score -363231.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -363264.937500 Penalty: 2702.797607
	Iteration 13Q: 3 clusters Score -363264.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -363313.968750 Penalty: 2702.797607
	Iteration 14Q: 3 clusters Score -363314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -363358.687500 Penalty: 2702.797607
	Iteration 15Q: 3 clusters Score -363358.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -363423.281250 Penalty: 2702.797607
	Iteration 16Q: 3 clusters Score -363423.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -363504.468750 Penalty: 2702.797607
	Iteration 17Q: 3 clusters Score -363504.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -363579.062500 Penalty: 2702.797607
	Iteration 18Q: 3 clusters Score -363579.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -363663.187500 Penalty: 2702.797607
	Iteration 19Q: 3 clusters Score -363663.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -363712.125000 Penalty: 2702.797607
	Iteration 20F: 3 clusters Score -363712.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -363746.531250 Penalty: 2702.797607
	Iteration 21Q: 3 clusters Score -363746.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -363769.125000 Penalty: 2702.797607
	Iteration 22Q: 3 clusters Score -363769.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -363781.593750 Penalty: 2702.797607
	Iteration 23Q: 3 clusters Score -363781.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -363793.625000 Penalty: 2702.797607
	Iteration 24Q: 3 clusters Score -363793.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -363805.500000 Penalty: 2702.797607
	Iteration 25Q: 3 clusters Score -363805.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -363818.062500 Penalty: 2702.797607
	Iteration 26Q: 3 clusters Score -363818.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -363835.312500 Penalty: 2702.797607
	Iteration 27Q: 3 clusters Score -363835.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -363844.156250 Penalty: 2702.797607
	Iteration 28Q: 3 clusters Score -363844.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -363852.968750 Penalty: 2702.797607
	Iteration 29Q: 3 clusters Score -363853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -363856.187500 Penalty: 2702.797607
	Iteration 30Q: 3 clusters Score -363856.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -363860.375000 Penalty: 2702.797607
	Iteration 31Q: 3 clusters Score -363860.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -363862.625000 Penalty: 2702.797607
	Iteration 32Q: 3 clusters Score -363862.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -363865.218750 Penalty: 2702.797607
	Iteration 33Q: 3 clusters Score -363865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -363866.312500 Penalty: 2702.797607
	Iteration 34Q: 3 clusters Score -363866.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -363868.437500 Penalty: 2702.797607
	Iteration 35Q: 3 clusters Score -363868.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -363869.062500 Penalty: 2702.797607
	Iteration 36Q: 3 clusters Score -363869.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -363869.687500 Penalty: 2702.797607
	Iteration 37Q: 3 clusters Score -363869.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -363870.343750 Penalty: 2702.797607
	Iteration 38Q: 3 clusters Score -363870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -363871.218750 Penalty: 2702.797607
	Iteration 39Q: 3 clusters Score -363871.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -363871.218750 Penalty: 2702.797607
	Iteration 40F: 3 clusters Score -363871.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151315 members 
Entering Unmasked Estep 
Score: -14353107.000000 Penalty: 1938.156860
	Iteration 0F: 2 clusters Score -1.435311e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75819 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -14252396.000000 Penalty: 3876.313721
	Iteration 0F: 3 clusters Score -1.42524e+07 nChanged 73008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77567 members 
Mstep: Class 2 contains 73748 members 
Entering Unmasked Estep 
Score: -14295008.000000 Penalty: 3876.313721
	Iteration 1F: 3 clusters Score -1.429501e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78621 members 
Mstep: Class 2 contains 72694 members 
Entering Unmasked Estep 
Score: -14295996.000000 Penalty: 3876.313721
	Iteration 2Q: 3 clusters Score -1.4296e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80264 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -14297131.000000 Penalty: 3876.313721
	Iteration 3Q: 3 clusters Score -1.429713e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82648 members 
Mstep: Class 2 contains 68667 members 
Entering Unmasked Estep 
Score: -14298723.000000 Penalty: 3876.313721
	Iteration 4Q: 3 clusters Score -1.429872e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86057 members 
Mstep: Class 2 contains 65258 members 
Entering Unmasked Estep 
Score: -14300746.000000 Penalty: 3876.313721
	Iteration 5Q: 3 clusters Score -1.430075e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90981 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -14303745.000000 Penalty: 3876.313721
	Iteration 6Q: 3 clusters Score -1.430374e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97811 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -14308392.000000 Penalty: 3876.313721
	Iteration 7F: 3 clusters Score -1.430839e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106743 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -14314978.000000 Penalty: 3876.313721
	Iteration 8F: 3 clusters Score -1.431498e+07 nChanged 10646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -14323295.000000 Penalty: 3876.313721
	Iteration 9F: 3 clusters Score -1.43233e+07 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128287 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -14332877.000000 Penalty: 3876.313721
	Iteration 10F: 3 clusters Score -1.433288e+07 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137829 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -14341288.000000 Penalty: 3876.313721
	Iteration 11F: 3 clusters Score -1.434129e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144224 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -14346577.000000 Penalty: 3876.313721
	Iteration 12Q: 3 clusters Score -1.434658e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147764 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -14349289.000000 Penalty: 3876.313721
	Iteration 13Q: 3 clusters Score -1.434929e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149394 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -14350443.000000 Penalty: 3876.313721
	Iteration 14Q: 3 clusters Score -1.435044e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150115 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -14350941.000000 Penalty: 3876.313721
	Iteration 15Q: 3 clusters Score -1.435094e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -14351161.000000 Penalty: 3876.313721
	Iteration 16Q: 3 clusters Score -1.435116e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150632 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -14351280.000000 Penalty: 3876.313721
	Iteration 17Q: 3 clusters Score -1.435128e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150721 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -14351344.000000 Penalty: 3876.313721
	Iteration 18Q: 3 clusters Score -1.435134e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150778 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14351395.000000 Penalty: 3876.313721
	Iteration 19Q: 3 clusters Score -1.43514e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -14351433.000000 Penalty: 3876.313721
	Iteration 20F: 3 clusters Score -1.435143e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150828 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -14351468.000000 Penalty: 3876.313721
	Iteration 21Q: 3 clusters Score -1.435147e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150848 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -14351485.000000 Penalty: 3876.313721
	Iteration 22Q: 3 clusters Score -1.435148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150867 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -14351500.000000 Penalty: 3876.313721
	Iteration 23Q: 3 clusters Score -1.43515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150886 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -14351509.000000 Penalty: 3876.313721
	Iteration 24Q: 3 clusters Score -1.435151e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150893 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -14351511.000000 Penalty: 3876.313721
	Iteration 25Q: 3 clusters Score -1.435151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150899 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -14351504.000000 Penalty: 3876.313721
	Iteration 26Q: 3 clusters Score -1.43515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150902 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -14351512.000000 Penalty: 3876.313721
	Iteration 27Q: 3 clusters Score -1.435151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150900 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14351512.000000 Penalty: 3876.313721
	Iteration 28Q: 3 clusters Score -1.435151e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150898 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -14351511.000000 Penalty: 3876.313721
	Iteration 29Q: 3 clusters Score -1.435151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150900 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14351515.000000 Penalty: 3876.313721
	Iteration 30Q: 3 clusters Score -1.435152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150901 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -14351514.000000 Penalty: 3876.313721
	Iteration 31Q: 3 clusters Score -1.435151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150900 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14351514.000000 Penalty: 3876.313721
	Iteration 32Q: 3 clusters Score -1.435151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150900 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -14351514.000000 Penalty: 3876.313721
	Iteration 33F: 3 clusters Score -1.435151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Entering Unmasked Estep 
Score: -89935.039062 Penalty: 1133.048462
	Iteration 0F: 2 clusters Score -89935.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -88486.984375 Penalty: 2266.096924
	Iteration 0F: 3 clusters Score -88486.98 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -88867.273438 Penalty: 2266.096924
	Iteration 1F: 3 clusters Score -88867.27 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -89048.648438 Penalty: 2266.096924
	Iteration 2F: 3 clusters Score -89048.65 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89122.101562 Penalty: 2266.096924
	Iteration 3F: 3 clusters Score -89122.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89180.046875 Penalty: 2266.096924
	Iteration 4Q: 3 clusters Score -89180.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89228.914062 Penalty: 2266.096924
	Iteration 5Q: 3 clusters Score -89228.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -89269.851562 Penalty: 2266.096924
	Iteration 6Q: 3 clusters Score -89269.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -89315.257812 Penalty: 2266.096924
	Iteration 7Q: 3 clusters Score -89315.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -89351.851562 Penalty: 2266.096924
	Iteration 8Q: 3 clusters Score -89351.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -89380.593750 Penalty: 2266.096924
	Iteration 9Q: 3 clusters Score -89380.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -89394.140625 Penalty: 2266.096924
	Iteration 10Q: 3 clusters Score -89394.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -89403.046875 Penalty: 2266.096924
	Iteration 11Q: 3 clusters Score -89403.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -89411.515625 Penalty: 2266.096924
	Iteration 12Q: 3 clusters Score -89411.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -89414.742188 Penalty: 2266.096924
	Iteration 13Q: 3 clusters Score -89414.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -89419.687500 Penalty: 2266.096924
	Iteration 14Q: 3 clusters Score -89419.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -89422.671875 Penalty: 2266.096924
	Iteration 15Q: 3 clusters Score -89422.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -89428.242188 Penalty: 2266.096924
	Iteration 16Q: 3 clusters Score -89428.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -89429.789062 Penalty: 2266.096924
	Iteration 17Q: 3 clusters Score -89429.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -89435.601562 Penalty: 2266.096924
	Iteration 18Q: 3 clusters Score -89435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -89438.226562 Penalty: 2266.096924
	Iteration 19Q: 3 clusters Score -89438.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -89441.023438 Penalty: 2266.096924
	Iteration 20F: 3 clusters Score -89441.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -89442.242188 Penalty: 2266.096924
	Iteration 21Q: 3 clusters Score -89442.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -89442.242188 Penalty: 2266.096924
	Iteration 22F: 3 clusters Score -89442.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Entering Unmasked Estep 
Score: -266275.656250 Penalty: 1289.125488
	Iteration 0F: 2 clusters Score -266275.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -263670.343750 Penalty: 2578.250977
	Iteration 0F: 3 clusters Score -263670.3 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -264246.187500 Penalty: 2578.250977
	Iteration 1F: 3 clusters Score -264246.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -264382.218750 Penalty: 2578.250977
	Iteration 2F: 3 clusters Score -264382.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -264454.031250 Penalty: 2578.250977
	Iteration 3Q: 3 clusters Score -264454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -264491.875000 Penalty: 2578.250977
	Iteration 4Q: 3 clusters Score -264491.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -264512.031250 Penalty: 2578.250977
	Iteration 5Q: 3 clusters Score -264512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -264533.687500 Penalty: 2578.250977
	Iteration 6Q: 3 clusters Score -264533.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -264554.937500 Penalty: 2578.250977
	Iteration 7Q: 3 clusters Score -264554.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -264578.093750 Penalty: 2578.250977
	Iteration 8Q: 3 clusters Score -264578.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -264608.718750 Penalty: 2578.250977
	Iteration 9Q: 3 clusters Score -264608.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -264641.093750 Penalty: 2578.250977
	Iteration 10Q: 3 clusters Score -264641.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -264678.531250 Penalty: 2578.250977
	Iteration 11Q: 3 clusters Score -264678.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -264711.250000 Penalty: 2578.250977
	Iteration 12Q: 3 clusters Score -264711.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -264739.093750 Penalty: 2578.250977
	Iteration 13Q: 3 clusters Score -264739.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -264757.218750 Penalty: 2578.250977
	Iteration 14Q: 3 clusters Score -264757.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -264775.875000 Penalty: 2578.250977
	Iteration 15Q: 3 clusters Score -264775.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -264795.187500 Penalty: 2578.250977
	Iteration 16Q: 3 clusters Score -264795.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -264814.656250 Penalty: 2578.250977
	Iteration 17Q: 3 clusters Score -264814.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -264831.718750 Penalty: 2578.250977
	Iteration 18Q: 3 clusters Score -264831.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -264844.531250 Penalty: 2578.250977
	Iteration 19Q: 3 clusters Score -264844.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -264853.125000 Penalty: 2578.250977
	Iteration 20F: 3 clusters Score -264853.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -264861.656250 Penalty: 2578.250977
	Iteration 21Q: 3 clusters Score -264861.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -264874.593750 Penalty: 2578.250977
	Iteration 22Q: 3 clusters Score -264874.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -264890.937500 Penalty: 2578.250977
	Iteration 23Q: 3 clusters Score -264890.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -264906.156250 Penalty: 2578.250977
	Iteration 24Q: 3 clusters Score -264906.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -264917.687500 Penalty: 2578.250977
	Iteration 25Q: 3 clusters Score -264917.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -264928.437500 Penalty: 2578.250977
	Iteration 26Q: 3 clusters Score -264928.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -264933.812500 Penalty: 2578.250977
	Iteration 27Q: 3 clusters Score -264933.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -264939.812500 Penalty: 2578.250977
	Iteration 28Q: 3 clusters Score -264939.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -264950.437500 Penalty: 2578.250977
	Iteration 29Q: 3 clusters Score -264950.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -264962.906250 Penalty: 2578.250977
	Iteration 30Q: 3 clusters Score -264962.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -264970.843750 Penalty: 2578.250977
	Iteration 31Q: 3 clusters Score -264970.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -264978.843750 Penalty: 2578.250977
	Iteration 32Q: 3 clusters Score -264978.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -264989.375000 Penalty: 2578.250977
	Iteration 33Q: 3 clusters Score -264989.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -264999.937500 Penalty: 2578.250977
	Iteration 34Q: 3 clusters Score -264999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -265006.343750 Penalty: 2578.250977
	Iteration 35Q: 3 clusters Score -265006.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -265015.406250 Penalty: 2578.250977
	Iteration 36Q: 3 clusters Score -265015.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -265021.468750 Penalty: 2578.250977
	Iteration 37Q: 3 clusters Score -265021.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -265028.625000 Penalty: 2578.250977
	Iteration 38Q: 3 clusters Score -265028.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -265035.906250 Penalty: 2578.250977
	Iteration 39Q: 3 clusters Score -265035.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -265042.906250 Penalty: 2578.250977
	Iteration 40F: 3 clusters Score -265042.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -265047.593750 Penalty: 2578.250977
	Iteration 41Q: 3 clusters Score -265047.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -265048.968750 Penalty: 2578.250977
	Iteration 42Q: 3 clusters Score -265049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -265053.625000 Penalty: 2578.250977
	Iteration 43Q: 3 clusters Score -265053.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -265059.875000 Penalty: 2578.250977
	Iteration 44Q: 3 clusters Score -265059.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -265062.843750 Penalty: 2578.250977
	Iteration 45Q: 3 clusters Score -265062.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -265064.750000 Penalty: 2578.250977
	Iteration 46Q: 3 clusters Score -265064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -265066.406250 Penalty: 2578.250977
	Iteration 47Q: 3 clusters Score -265066.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -265068.343750 Penalty: 2578.250977
	Iteration 48Q: 3 clusters Score -265068.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -265071.937500 Penalty: 2578.250977
	Iteration 49Q: 3 clusters Score -265071.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -265073.500000 Penalty: 2578.250977
	Iteration 50Q: 3 clusters Score -265073.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -265075.531250 Penalty: 2578.250977
	Iteration 51Q: 3 clusters Score -265075.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -265076.468750 Penalty: 2578.250977
	Iteration 52Q: 3 clusters Score -265076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -265078.656250 Penalty: 2578.250977
	Iteration 53Q: 3 clusters Score -265078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -265079.812500 Penalty: 2578.250977
	Iteration 54Q: 3 clusters Score -265079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -265080.812500 Penalty: 2578.250977
	Iteration 55Q: 3 clusters Score -265080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -265080.968750 Penalty: 2578.250977
	Iteration 56Q: 3 clusters Score -265081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -265081.375000 Penalty: 2578.250977
	Iteration 57Q: 3 clusters Score -265081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -265081.375000 Penalty: 2578.250977
	Iteration 58F: 3 clusters Score -265081.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (108899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Entering Unmasked Estep 
Score: -10241295.000000 Penalty: 1884.703613
	Iteration 0F: 2 clusters Score -1.02413e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -10168210.000000 Penalty: 3769.407227
	Iteration 0F: 3 clusters Score -1.016821e+07 nChanged 52316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57028 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -10198659.000000 Penalty: 3769.407227
	Iteration 1F: 3 clusters Score -1.019866e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -10199693.000000 Penalty: 3769.407227
	Iteration 2Q: 3 clusters Score -1.019969e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -10200903.000000 Penalty: 3769.407227
	Iteration 3Q: 3 clusters Score -1.02009e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -10202831.000000 Penalty: 3769.407227
	Iteration 4Q: 3 clusters Score -1.020283e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -10205830.000000 Penalty: 3769.407227
	Iteration 5Q: 3 clusters Score -1.020583e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74859 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -10210387.000000 Penalty: 3769.407227
	Iteration 6F: 3 clusters Score -1.021039e+07 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83167 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -10217072.000000 Penalty: 3769.407227
	Iteration 7F: 3 clusters Score -1.021707e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92152 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -10224925.000000 Penalty: 3769.407227
	Iteration 8F: 3 clusters Score -1.022492e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -10231904.000000 Penalty: 3769.407227
	Iteration 9F: 3 clusters Score -1.02319e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104826 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -10236232.000000 Penalty: 3769.407227
	Iteration 10Q: 3 clusters Score -1.023623e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107246 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -10238331.000000 Penalty: 3769.407227
	Iteration 11Q: 3 clusters Score -1.023833e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108149 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10239069.000000 Penalty: 3769.407227
	Iteration 12Q: 3 clusters Score -1.023907e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108456 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -10239313.000000 Penalty: 3769.407227
	Iteration 13Q: 3 clusters Score -1.023931e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108561 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10239432.000000 Penalty: 3769.407227
	Iteration 14Q: 3 clusters Score -1.023943e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108608 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10239506.000000 Penalty: 3769.407227
	Iteration 15Q: 3 clusters Score -1.023951e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108641 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10239551.000000 Penalty: 3769.407227
	Iteration 16Q: 3 clusters Score -1.023955e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108653 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10239576.000000 Penalty: 3769.407227
	Iteration 17Q: 3 clusters Score -1.023958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108662 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -10239588.000000 Penalty: 3769.407227
	Iteration 18Q: 3 clusters Score -1.023959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108667 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -10239595.000000 Penalty: 3769.407227
	Iteration 19Q: 3 clusters Score -1.02396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -10239607.000000 Penalty: 3769.407227
	Iteration 20F: 3 clusters Score -1.023961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108676 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10239615.000000 Penalty: 3769.407227
	Iteration 21Q: 3 clusters Score -1.023962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10239625.000000 Penalty: 3769.407227
	Iteration 22Q: 3 clusters Score -1.023962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108682 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10239637.000000 Penalty: 3769.407227
	Iteration 23Q: 3 clusters Score -1.023964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108684 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -10239645.000000 Penalty: 3769.407227
	Iteration 24Q: 3 clusters Score -1.023964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108686 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10239653.000000 Penalty: 3769.407227
	Iteration 25Q: 3 clusters Score -1.023965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108687 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -10239654.000000 Penalty: 3769.407227
	Iteration 26Q: 3 clusters Score -1.023965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108690 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10239653.000000 Penalty: 3769.407227
	Iteration 27Q: 3 clusters Score -1.023965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108693 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10239662.000000 Penalty: 3769.407227
	Iteration 28Q: 3 clusters Score -1.023966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10239663.000000 Penalty: 3769.407227
	Iteration 29Q: 3 clusters Score -1.023966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108700 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10239668.000000 Penalty: 3769.407227
	Iteration 30Q: 3 clusters Score -1.023967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108702 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10239676.000000 Penalty: 3769.407227
	Iteration 31Q: 3 clusters Score -1.023968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108703 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10239669.000000 Penalty: 3769.407227
	Iteration 32Q: 3 clusters Score -1.023967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108702 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -10239667.000000 Penalty: 3769.407227
	Iteration 33Q: 3 clusters Score -1.023967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108703 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10239671.000000 Penalty: 3769.407227
	Iteration 34Q: 3 clusters Score -1.023967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108703 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10239671.000000 Penalty: 3769.407227
	Iteration 35F: 3 clusters Score -1.023967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Entering Unmasked Estep 
Score: -3788026.000000 Penalty: 1718.213501
	Iteration 0F: 2 clusters Score -3788026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3761867.500000 Penalty: 3436.427002
	Iteration 0F: 3 clusters Score -3761868 nChanged 18127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3771993.000000 Penalty: 3436.427002
	Iteration 1F: 3 clusters Score -3771993 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3772566.000000 Penalty: 3436.427002
	Iteration 2Q: 3 clusters Score -3772566 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3773374.250000 Penalty: 3436.427002
	Iteration 3Q: 3 clusters Score -3773374 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3774770.250000 Penalty: 3436.427002
	Iteration 4F: 3 clusters Score -3774770 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3777012.500000 Penalty: 3436.427002
	Iteration 5F: 3 clusters Score -3777012 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3780147.250000 Penalty: 3436.427002
	Iteration 6F: 3 clusters Score -3780147 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3783203.750000 Penalty: 3436.427002
	Iteration 7F: 3 clusters Score -3783204 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3785106.500000 Penalty: 3436.427002
	Iteration 8Q: 3 clusters Score -3785106 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3785996.000000 Penalty: 3436.427002
	Iteration 9Q: 3 clusters Score -3785996 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3786340.250000 Penalty: 3436.427002
	Iteration 10Q: 3 clusters Score -3786340 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3786492.000000 Penalty: 3436.427002
	Iteration 11Q: 3 clusters Score -3786492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3786560.750000 Penalty: 3436.427002
	Iteration 12Q: 3 clusters Score -3786561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3786609.250000 Penalty: 3436.427002
	Iteration 13Q: 3 clusters Score -3786609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3786620.250000 Penalty: 3436.427002
	Iteration 14Q: 3 clusters Score -3786620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3786642.000000 Penalty: 3436.427002
	Iteration 15Q: 3 clusters Score -3786642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3786660.500000 Penalty: 3436.427002
	Iteration 16Q: 3 clusters Score -3786660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3786683.000000 Penalty: 3436.427002
	Iteration 17Q: 3 clusters Score -3786683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3786695.500000 Penalty: 3436.427002
	Iteration 18Q: 3 clusters Score -3786696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3786707.250000 Penalty: 3436.427002
	Iteration 19Q: 3 clusters Score -3786707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3786716.250000 Penalty: 3436.427002
	Iteration 20F: 3 clusters Score -3786716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3786724.250000 Penalty: 3436.427002
	Iteration 21Q: 3 clusters Score -3786724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3786730.500000 Penalty: 3436.427002
	Iteration 22Q: 3 clusters Score -3786730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3786740.750000 Penalty: 3436.427002
	Iteration 23Q: 3 clusters Score -3786741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3786746.750000 Penalty: 3436.427002
	Iteration 24Q: 3 clusters Score -3786747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3786747.250000 Penalty: 3436.427002
	Iteration 25Q: 3 clusters Score -3786747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3786753.000000 Penalty: 3436.427002
	Iteration 26Q: 3 clusters Score -3786753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3786755.500000 Penalty: 3436.427002
	Iteration 27Q: 3 clusters Score -3786756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3786757.750000 Penalty: 3436.427002
	Iteration 28Q: 3 clusters Score -3786758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3786758.500000 Penalty: 3436.427002
	Iteration 29Q: 3 clusters Score -3786758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3786762.750000 Penalty: 3436.427002
	Iteration 30Q: 3 clusters Score -3786763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3786762.500000 Penalty: 3436.427002
	Iteration 31Q: 3 clusters Score -3786762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3786765.750000 Penalty: 3436.427002
	Iteration 32Q: 3 clusters Score -3786766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3786775.750000 Penalty: 3436.427002
	Iteration 33Q: 3 clusters Score -3786776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3786778.000000 Penalty: 3436.427002
	Iteration 34Q: 3 clusters Score -3786778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3786781.250000 Penalty: 3436.427002
	Iteration 35Q: 3 clusters Score -3786781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3786784.750000 Penalty: 3436.427002
	Iteration 36Q: 3 clusters Score -3786785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3786785.500000 Penalty: 3436.427002
	Iteration 37Q: 3 clusters Score -3786786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3786784.750000 Penalty: 3436.427002
	Iteration 38Q: 3 clusters Score -3786785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3786784.750000 Penalty: 3436.427002
	Iteration 39F: 3 clusters Score -3786785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Entering Unmasked Estep 
Score: -950077.437500 Penalty: 1501.562378
	Iteration 0F: 2 clusters Score -950077.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -942725.000000 Penalty: 3003.124756
	Iteration 0F: 3 clusters Score -942725 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -945047.750000 Penalty: 3003.124756
	Iteration 1F: 3 clusters Score -945047.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -945254.937500 Penalty: 3003.124756
	Iteration 2F: 3 clusters Score -945254.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -945424.062500 Penalty: 3003.124756
	Iteration 3Q: 3 clusters Score -945424.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -945576.500000 Penalty: 3003.124756
	Iteration 4Q: 3 clusters Score -945576.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -945726.812500 Penalty: 3003.124756
	Iteration 5Q: 3 clusters Score -945726.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -945885.250000 Penalty: 3003.124756
	Iteration 6Q: 3 clusters Score -945885.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -946080.812500 Penalty: 3003.124756
	Iteration 7Q: 3 clusters Score -946080.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -946312.500000 Penalty: 3003.124756
	Iteration 8Q: 3 clusters Score -946312.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -946585.500000 Penalty: 3003.124756
	Iteration 9Q: 3 clusters Score -946585.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -946901.375000 Penalty: 3003.124756
	Iteration 10Q: 3 clusters Score -946901.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -947268.750000 Penalty: 3003.124756
	Iteration 11Q: 3 clusters Score -947268.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -947640.250000 Penalty: 3003.124756
	Iteration 12Q: 3 clusters Score -947640.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -947915.437500 Penalty: 3003.124756
	Iteration 13Q: 3 clusters Score -947915.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -948124.250000 Penalty: 3003.124756
	Iteration 14Q: 3 clusters Score -948124.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -948298.000000 Penalty: 3003.124756
	Iteration 15Q: 3 clusters Score -948298 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -948441.875000 Penalty: 3003.124756
	Iteration 16Q: 3 clusters Score -948441.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -948533.250000 Penalty: 3003.124756
	Iteration 17Q: 3 clusters Score -948533.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -948602.562500 Penalty: 3003.124756
	Iteration 18Q: 3 clusters Score -948602.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -948653.000000 Penalty: 3003.124756
	Iteration 19Q: 3 clusters Score -948653 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -948690.125000 Penalty: 3003.124756
	Iteration 20F: 3 clusters Score -948690.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -948714.750000 Penalty: 3003.124756
	Iteration 21Q: 3 clusters Score -948714.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -948733.937500 Penalty: 3003.124756
	Iteration 22Q: 3 clusters Score -948733.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -948745.687500 Penalty: 3003.124756
	Iteration 23Q: 3 clusters Score -948745.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -948755.750000 Penalty: 3003.124756
	Iteration 24Q: 3 clusters Score -948755.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -948760.750000 Penalty: 3003.124756
	Iteration 25Q: 3 clusters Score -948760.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -948768.375000 Penalty: 3003.124756
	Iteration 26Q: 3 clusters Score -948768.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -948777.875000 Penalty: 3003.124756
	Iteration 27Q: 3 clusters Score -948777.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -948785.812500 Penalty: 3003.124756
	Iteration 28Q: 3 clusters Score -948785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -948790.875000 Penalty: 3003.124756
	Iteration 29Q: 3 clusters Score -948790.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -948799.000000 Penalty: 3003.124756
	Iteration 30Q: 3 clusters Score -948799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -948808.937500 Penalty: 3003.124756
	Iteration 31Q: 3 clusters Score -948808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -948817.875000 Penalty: 3003.124756
	Iteration 32Q: 3 clusters Score -948817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -948820.562500 Penalty: 3003.124756
	Iteration 33Q: 3 clusters Score -948820.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -948823.562500 Penalty: 3003.124756
	Iteration 34Q: 3 clusters Score -948823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -948826.250000 Penalty: 3003.124756
	Iteration 35Q: 3 clusters Score -948826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -948828.437500 Penalty: 3003.124756
	Iteration 36Q: 3 clusters Score -948828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -948829.250000 Penalty: 3003.124756
	Iteration 37Q: 3 clusters Score -948829.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -948829.062500 Penalty: 3003.124756
	Iteration 38Q: 3 clusters Score -948829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -948829.500000 Penalty: 3003.124756
	Iteration 39Q: 3 clusters Score -948829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -948829.500000 Penalty: 3003.124756
	Iteration 40F: 3 clusters Score -948829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Entering Unmasked Estep 
Score: -715623.312500 Penalty: 1447.596924
	Iteration 0F: 2 clusters Score -715623.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -710118.875000 Penalty: 2895.193848
	Iteration 0F: 3 clusters Score -710118.9 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -711811.312500 Penalty: 2895.193848
	Iteration 1F: 3 clusters Score -711811.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -712018.937500 Penalty: 2895.193848
	Iteration 2F: 3 clusters Score -712018.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -712151.937500 Penalty: 2895.193848
	Iteration 3Q: 3 clusters Score -712151.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -712272.125000 Penalty: 2895.193848
	Iteration 4Q: 3 clusters Score -712272.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -712361.812500 Penalty: 2895.193848
	Iteration 5Q: 3 clusters Score -712361.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -712450.812500 Penalty: 2895.193848
	Iteration 6Q: 3 clusters Score -712450.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -712537.000000 Penalty: 2895.193848
	Iteration 7Q: 3 clusters Score -712537 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -712623.625000 Penalty: 2895.193848
	Iteration 8Q: 3 clusters Score -712623.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -712725.937500 Penalty: 2895.193848
	Iteration 9Q: 3 clusters Score -712725.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -712867.875000 Penalty: 2895.193848
	Iteration 10Q: 3 clusters Score -712867.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -713026.187500 Penalty: 2895.193848
	Iteration 11Q: 3 clusters Score -713026.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -713214.312500 Penalty: 2895.193848
	Iteration 12Q: 3 clusters Score -713214.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -713420.000000 Penalty: 2895.193848
	Iteration 13Q: 3 clusters Score -713420 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -713617.437500 Penalty: 2895.193848
	Iteration 14Q: 3 clusters Score -713617.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -713803.437500 Penalty: 2895.193848
	Iteration 15Q: 3 clusters Score -713803.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -713923.812500 Penalty: 2895.193848
	Iteration 16Q: 3 clusters Score -713923.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -714019.000000 Penalty: 2895.193848
	Iteration 17Q: 3 clusters Score -714019 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -714087.375000 Penalty: 2895.193848
	Iteration 18Q: 3 clusters Score -714087.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -714148.750000 Penalty: 2895.193848
	Iteration 19Q: 3 clusters Score -714148.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -714201.000000 Penalty: 2895.193848
	Iteration 20F: 3 clusters Score -714201 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -714239.562500 Penalty: 2895.193848
	Iteration 21Q: 3 clusters Score -714239.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -714267.562500 Penalty: 2895.193848
	Iteration 22Q: 3 clusters Score -714267.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -714283.750000 Penalty: 2895.193848
	Iteration 23Q: 3 clusters Score -714283.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -714300.250000 Penalty: 2895.193848
	Iteration 24Q: 3 clusters Score -714300.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -714314.312500 Penalty: 2895.193848
	Iteration 25Q: 3 clusters Score -714314.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -714328.687500 Penalty: 2895.193848
	Iteration 26Q: 3 clusters Score -714328.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -714346.000000 Penalty: 2895.193848
	Iteration 27Q: 3 clusters Score -714346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -714356.125000 Penalty: 2895.193848
	Iteration 28Q: 3 clusters Score -714356.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -714374.625000 Penalty: 2895.193848
	Iteration 29Q: 3 clusters Score -714374.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -714392.875000 Penalty: 2895.193848
	Iteration 30Q: 3 clusters Score -714392.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -714404.312500 Penalty: 2895.193848
	Iteration 31Q: 3 clusters Score -714404.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -714410.437500 Penalty: 2895.193848
	Iteration 32Q: 3 clusters Score -714410.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -714411.250000 Penalty: 2895.193848
	Iteration 33Q: 3 clusters Score -714411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -714411.937500 Penalty: 2895.193848
	Iteration 34Q: 3 clusters Score -714411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -714413.375000 Penalty: 2895.193848
	Iteration 35Q: 3 clusters Score -714413.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -714413.250000 Penalty: 2895.193848
	Iteration 36Q: 3 clusters Score -714413.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -714415.250000 Penalty: 2895.193848
	Iteration 37Q: 3 clusters Score -714415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -714417.062500 Penalty: 2895.193848
	Iteration 38Q: 3 clusters Score -714417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -714417.062500 Penalty: 2895.193848
	Iteration 39F: 3 clusters Score -714417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Entering Unmasked Estep 
Score: -763999.125000 Penalty: 1458.169556
	Iteration 0F: 2 clusters Score -763999.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -758102.125000 Penalty: 2916.339111
	Iteration 0F: 3 clusters Score -758102.1 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -759994.500000 Penalty: 2916.339111
	Iteration 1F: 3 clusters Score -759994.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -760190.250000 Penalty: 2916.339111
	Iteration 2F: 3 clusters Score -760190.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -760347.125000 Penalty: 2916.339111
	Iteration 3Q: 3 clusters Score -760347.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -760522.500000 Penalty: 2916.339111
	Iteration 4Q: 3 clusters Score -760522.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -760716.187500 Penalty: 2916.339111
	Iteration 5Q: 3 clusters Score -760716.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -760932.562500 Penalty: 2916.339111
	Iteration 6Q: 3 clusters Score -760932.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -761167.312500 Penalty: 2916.339111
	Iteration 7Q: 3 clusters Score -761167.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -761421.000000 Penalty: 2916.339111
	Iteration 8Q: 3 clusters Score -761421 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -761693.312500 Penalty: 2916.339111
	Iteration 9Q: 3 clusters Score -761693.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -761963.125000 Penalty: 2916.339111
	Iteration 10Q: 3 clusters Score -761963.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -762177.375000 Penalty: 2916.339111
	Iteration 11Q: 3 clusters Score -762177.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -762345.937500 Penalty: 2916.339111
	Iteration 12Q: 3 clusters Score -762345.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -762467.375000 Penalty: 2916.339111
	Iteration 13Q: 3 clusters Score -762467.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -762566.625000 Penalty: 2916.339111
	Iteration 14Q: 3 clusters Score -762566.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -762635.875000 Penalty: 2916.339111
	Iteration 15Q: 3 clusters Score -762635.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -762665.250000 Penalty: 2916.339111
	Iteration 16Q: 3 clusters Score -762665.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -762683.750000 Penalty: 2916.339111
	Iteration 17Q: 3 clusters Score -762683.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -762697.812500 Penalty: 2916.339111
	Iteration 18Q: 3 clusters Score -762697.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -762704.937500 Penalty: 2916.339111
	Iteration 19Q: 3 clusters Score -762704.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -762712.375000 Penalty: 2916.339111
	Iteration 20F: 3 clusters Score -762712.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -762716.750000 Penalty: 2916.339111
	Iteration 21Q: 3 clusters Score -762716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -762716.750000 Penalty: 2916.339111
	Iteration 22Q: 3 clusters Score -762716.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -762716.750000 Penalty: 2916.339111
	Iteration 23F: 3 clusters Score -762716.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Entering Unmasked Estep 
Score: -4096654.250000 Penalty: 1732.281860
	Iteration 0F: 2 clusters Score -4096654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -4068234.000000 Penalty: 3464.563721
	Iteration 0F: 3 clusters Score -4068234 nChanged 19763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -4079325.250000 Penalty: 3464.563721
	Iteration 1F: 3 clusters Score -4079325 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -4079818.750000 Penalty: 3464.563721
	Iteration 2Q: 3 clusters Score -4079819 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -4080320.000000 Penalty: 3464.563721
	Iteration 3Q: 3 clusters Score -4080320 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -4080983.750000 Penalty: 3464.563721
	Iteration 4Q: 3 clusters Score -4080984 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -4081914.500000 Penalty: 3464.563721
	Iteration 5Q: 3 clusters Score -4081914 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -4083349.250000 Penalty: 3464.563721
	Iteration 6F: 3 clusters Score -4083349 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -4085455.000000 Penalty: 3464.563721
	Iteration 7F: 3 clusters Score -4085455 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -4088115.000000 Penalty: 3464.563721
	Iteration 8F: 3 clusters Score -4088115 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -4090941.500000 Penalty: 3464.563721
	Iteration 9F: 3 clusters Score -4090942 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -4093090.750000 Penalty: 3464.563721
	Iteration 10F: 3 clusters Score -4093091 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -4094214.750000 Penalty: 3464.563721
	Iteration 11Q: 3 clusters Score -4094215 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -4094654.500000 Penalty: 3464.563721
	Iteration 12Q: 3 clusters Score -4094654 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -4094901.000000 Penalty: 3464.563721
	Iteration 13Q: 3 clusters Score -4094901 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -4095010.500000 Penalty: 3464.563721
	Iteration 14Q: 3 clusters Score -4095010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -4095063.500000 Penalty: 3464.563721
	Iteration 15Q: 3 clusters Score -4095064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -4095093.500000 Penalty: 3464.563721
	Iteration 16Q: 3 clusters Score -4095094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -4095118.750000 Penalty: 3464.563721
	Iteration 17Q: 3 clusters Score -4095119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -4095127.750000 Penalty: 3464.563721
	Iteration 18Q: 3 clusters Score -4095128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -4095140.000000 Penalty: 3464.563721
	Iteration 19Q: 3 clusters Score -4095140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -4095147.500000 Penalty: 3464.563721
	Iteration 20F: 3 clusters Score -4095148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -4095147.000000 Penalty: 3464.563721
	Iteration 21Q: 3 clusters Score -4095147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -4095149.250000 Penalty: 3464.563721
	Iteration 22Q: 3 clusters Score -4095149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -4095153.500000 Penalty: 3464.563721
	Iteration 23Q: 3 clusters Score -4095154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -4095155.750000 Penalty: 3464.563721
	Iteration 24Q: 3 clusters Score -4095156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -4095155.750000 Penalty: 3464.563721
	Iteration 25F: 3 clusters Score -4095156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Entering Unmasked Estep 
Score: -590678.250000 Penalty: 1416.968750
	Iteration 0F: 2 clusters Score -590678.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -586022.250000 Penalty: 2833.937500
	Iteration 0F: 3 clusters Score -586022.2 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -587381.625000 Penalty: 2833.937500
	Iteration 1F: 3 clusters Score -587381.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -587556.187500 Penalty: 2833.937500
	Iteration 2F: 3 clusters Score -587556.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -587685.625000 Penalty: 2833.937500
	Iteration 3Q: 3 clusters Score -587685.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -587773.750000 Penalty: 2833.937500
	Iteration 4Q: 3 clusters Score -587773.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -587846.937500 Penalty: 2833.937500
	Iteration 5Q: 3 clusters Score -587846.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -587910.625000 Penalty: 2833.937500
	Iteration 6Q: 3 clusters Score -587910.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -587964.125000 Penalty: 2833.937500
	Iteration 7Q: 3 clusters Score -587964.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -588016.687500 Penalty: 2833.937500
	Iteration 8Q: 3 clusters Score -588016.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -588063.812500 Penalty: 2833.937500
	Iteration 9Q: 3 clusters Score -588063.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -588127.062500 Penalty: 2833.937500
	Iteration 10Q: 3 clusters Score -588127.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -588198.937500 Penalty: 2833.937500
	Iteration 11Q: 3 clusters Score -588198.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -588274.562500 Penalty: 2833.937500
	Iteration 12Q: 3 clusters Score -588274.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -588362.937500 Penalty: 2833.937500
	Iteration 13Q: 3 clusters Score -588362.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -588469.062500 Penalty: 2833.937500
	Iteration 14Q: 3 clusters Score -588469.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -588574.375000 Penalty: 2833.937500
	Iteration 15Q: 3 clusters Score -588574.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -588685.187500 Penalty: 2833.937500
	Iteration 16Q: 3 clusters Score -588685.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -588784.687500 Penalty: 2833.937500
	Iteration 17Q: 3 clusters Score -588784.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -588892.187500 Penalty: 2833.937500
	Iteration 18Q: 3 clusters Score -588892.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -588988.625000 Penalty: 2833.937500
	Iteration 19Q: 3 clusters Score -588988.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -589060.562500 Penalty: 2833.937500
	Iteration 20F: 3 clusters Score -589060.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -589122.875000 Penalty: 2833.937500
	Iteration 21Q: 3 clusters Score -589122.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -589180.750000 Penalty: 2833.937500
	Iteration 22Q: 3 clusters Score -589180.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -589218.562500 Penalty: 2833.937500
	Iteration 23Q: 3 clusters Score -589218.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -589256.062500 Penalty: 2833.937500
	Iteration 24Q: 3 clusters Score -589256.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -589277.437500 Penalty: 2833.937500
	Iteration 25Q: 3 clusters Score -589277.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -589291.125000 Penalty: 2833.937500
	Iteration 26Q: 3 clusters Score -589291.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -589301.750000 Penalty: 2833.937500
	Iteration 27Q: 3 clusters Score -589301.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -589312.125000 Penalty: 2833.937500
	Iteration 28Q: 3 clusters Score -589312.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -589314.250000 Penalty: 2833.937500
	Iteration 29Q: 3 clusters Score -589314.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -589317.937500 Penalty: 2833.937500
	Iteration 30Q: 3 clusters Score -589317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -589321.687500 Penalty: 2833.937500
	Iteration 31Q: 3 clusters Score -589321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -589322.375000 Penalty: 2833.937500
	Iteration 32Q: 3 clusters Score -589322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -589323.812500 Penalty: 2833.937500
	Iteration 33Q: 3 clusters Score -589323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -589326.250000 Penalty: 2833.937500
	Iteration 34Q: 3 clusters Score -589326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -589327.625000 Penalty: 2833.937500
	Iteration 35Q: 3 clusters Score -589327.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -589327.625000 Penalty: 2833.937500
	Iteration 36F: 3 clusters Score -589327.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Entering Unmasked Estep 
Score: -483782.781250 Penalty: 1390.604614
	Iteration 0F: 2 clusters Score -483782.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -479678.843750 Penalty: 2781.209229
	Iteration 0F: 3 clusters Score -479678.8 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -480918.250000 Penalty: 2781.209229
	Iteration 1F: 3 clusters Score -480918.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -481262.625000 Penalty: 2781.209229
	Iteration 2F: 3 clusters Score -481262.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -481610.875000 Penalty: 2781.209229
	Iteration 3F: 3 clusters Score -481610.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -481926.593750 Penalty: 2781.209229
	Iteration 4F: 3 clusters Score -481926.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -482246.500000 Penalty: 2781.209229
	Iteration 5F: 3 clusters Score -482246.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -482500.031250 Penalty: 2781.209229
	Iteration 6F: 3 clusters Score -482500 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -482665.156250 Penalty: 2781.209229
	Iteration 7Q: 3 clusters Score -482665.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -482760.593750 Penalty: 2781.209229
	Iteration 8Q: 3 clusters Score -482760.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -482823.468750 Penalty: 2781.209229
	Iteration 9Q: 3 clusters Score -482823.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -482883.968750 Penalty: 2781.209229
	Iteration 10Q: 3 clusters Score -482884 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -482935.281250 Penalty: 2781.209229
	Iteration 11Q: 3 clusters Score -482935.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -482968.812500 Penalty: 2781.209229
	Iteration 12Q: 3 clusters Score -482968.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -482994.156250 Penalty: 2781.209229
	Iteration 13Q: 3 clusters Score -482994.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -483020.062500 Penalty: 2781.209229
	Iteration 14Q: 3 clusters Score -483020.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -483048.906250 Penalty: 2781.209229
	Iteration 15Q: 3 clusters Score -483048.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -483078.437500 Penalty: 2781.209229
	Iteration 16Q: 3 clusters Score -483078.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -483100.250000 Penalty: 2781.209229
	Iteration 17Q: 3 clusters Score -483100.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -483118.000000 Penalty: 2781.209229
	Iteration 18Q: 3 clusters Score -483118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -483132.218750 Penalty: 2781.209229
	Iteration 19Q: 3 clusters Score -483132.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -483149.250000 Penalty: 2781.209229
	Iteration 20F: 3 clusters Score -483149.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -483162.500000 Penalty: 2781.209229
	Iteration 21Q: 3 clusters Score -483162.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -483177.562500 Penalty: 2781.209229
	Iteration 22Q: 3 clusters Score -483177.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -483195.562500 Penalty: 2781.209229
	Iteration 23Q: 3 clusters Score -483195.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -483217.187500 Penalty: 2781.209229
	Iteration 24Q: 3 clusters Score -483217.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -483239.187500 Penalty: 2781.209229
	Iteration 25Q: 3 clusters Score -483239.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -483265.562500 Penalty: 2781.209229
	Iteration 26Q: 3 clusters Score -483265.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -483303.968750 Penalty: 2781.209229
	Iteration 27Q: 3 clusters Score -483304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -483336.062500 Penalty: 2781.209229
	Iteration 28Q: 3 clusters Score -483336.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -483354.406250 Penalty: 2781.209229
	Iteration 29Q: 3 clusters Score -483354.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -483368.093750 Penalty: 2781.209229
	Iteration 30Q: 3 clusters Score -483368.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -483379.125000 Penalty: 2781.209229
	Iteration 31Q: 3 clusters Score -483379.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -483386.156250 Penalty: 2781.209229
	Iteration 32Q: 3 clusters Score -483386.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -483394.468750 Penalty: 2781.209229
	Iteration 33Q: 3 clusters Score -483394.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -483402.250000 Penalty: 2781.209229
	Iteration 34Q: 3 clusters Score -483402.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -483412.437500 Penalty: 2781.209229
	Iteration 35Q: 3 clusters Score -483412.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -483430.593750 Penalty: 2781.209229
	Iteration 36Q: 3 clusters Score -483430.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -483449.218750 Penalty: 2781.209229
	Iteration 37Q: 3 clusters Score -483449.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -483467.187500 Penalty: 2781.209229
	Iteration 38Q: 3 clusters Score -483467.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -483477.093750 Penalty: 2781.209229
	Iteration 39Q: 3 clusters Score -483477.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -483481.625000 Penalty: 2781.209229
	Iteration 40F: 3 clusters Score -483481.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -483483.093750 Penalty: 2781.209229
	Iteration 41Q: 3 clusters Score -483483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -483482.968750 Penalty: 2781.209229
	Iteration 42Q: 3 clusters Score -483483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -483482.968750 Penalty: 2781.209229
	Iteration 43F: 3 clusters Score -483483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Entering Unmasked Estep 
Score: -2395350.500000 Penalty: 1646.620728
	Iteration 0F: 2 clusters Score -2395350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2378144.500000 Penalty: 3293.241455
	Iteration 0F: 3 clusters Score -2378144 nChanged 11561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2384635.750000 Penalty: 3293.241455
	Iteration 1F: 3 clusters Score -2384636 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2385119.250000 Penalty: 3293.241455
	Iteration 2F: 3 clusters Score -2385119 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2385656.500000 Penalty: 3293.241455
	Iteration 3Q: 3 clusters Score -2385656 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2386244.750000 Penalty: 3293.241455
	Iteration 4Q: 3 clusters Score -2386245 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2386871.250000 Penalty: 3293.241455
	Iteration 5F: 3 clusters Score -2386871 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2387583.500000 Penalty: 3293.241455
	Iteration 6F: 3 clusters Score -2387584 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2388416.000000 Penalty: 3293.241455
	Iteration 7F: 3 clusters Score -2388416 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2389280.250000 Penalty: 3293.241455
	Iteration 8F: 3 clusters Score -2389280 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2390125.500000 Penalty: 3293.241455
	Iteration 9F: 3 clusters Score -2390126 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2390823.500000 Penalty: 3293.241455
	Iteration 10Q: 3 clusters Score -2390824 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2391399.250000 Penalty: 3293.241455
	Iteration 11Q: 3 clusters Score -2391399 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2391796.250000 Penalty: 3293.241455
	Iteration 12Q: 3 clusters Score -2391796 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2392095.500000 Penalty: 3293.241455
	Iteration 13Q: 3 clusters Score -2392096 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2392277.250000 Penalty: 3293.241455
	Iteration 14Q: 3 clusters Score -2392277 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2392429.250000 Penalty: 3293.241455
	Iteration 15Q: 3 clusters Score -2392429 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2392506.250000 Penalty: 3293.241455
	Iteration 16Q: 3 clusters Score -2392506 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2392579.750000 Penalty: 3293.241455
	Iteration 17Q: 3 clusters Score -2392580 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2392642.250000 Penalty: 3293.241455
	Iteration 18Q: 3 clusters Score -2392642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2392692.000000 Penalty: 3293.241455
	Iteration 19Q: 3 clusters Score -2392692 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2392733.250000 Penalty: 3293.241455
	Iteration 20F: 3 clusters Score -2392733 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2392766.750000 Penalty: 3293.241455
	Iteration 21Q: 3 clusters Score -2392767 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2392804.000000 Penalty: 3293.241455
	Iteration 22Q: 3 clusters Score -2392804 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2392825.750000 Penalty: 3293.241455
	Iteration 23Q: 3 clusters Score -2392826 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2392855.000000 Penalty: 3293.241455
	Iteration 24Q: 3 clusters Score -2392855 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2392867.500000 Penalty: 3293.241455
	Iteration 25Q: 3 clusters Score -2392868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2392880.000000 Penalty: 3293.241455
	Iteration 26Q: 3 clusters Score -2392880 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2392897.000000 Penalty: 3293.241455
	Iteration 27Q: 3 clusters Score -2392897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2392911.750000 Penalty: 3293.241455
	Iteration 28Q: 3 clusters Score -2392912 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2392925.000000 Penalty: 3293.241455
	Iteration 29Q: 3 clusters Score -2392925 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2392929.000000 Penalty: 3293.241455
	Iteration 30Q: 3 clusters Score -2392929 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -2392942.750000 Penalty: 3293.241455
	Iteration 31Q: 3 clusters Score -2392943 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2392952.750000 Penalty: 3293.241455
	Iteration 32Q: 3 clusters Score -2392953 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2392953.250000 Penalty: 3293.241455
	Iteration 33Q: 3 clusters Score -2392953 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2392963.000000 Penalty: 3293.241455
	Iteration 34Q: 3 clusters Score -2392963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2392963.000000 Penalty: 3293.241455
	Iteration 35Q: 3 clusters Score -2392963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2392961.750000 Penalty: 3293.241455
	Iteration 36Q: 3 clusters Score -2392962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2392966.250000 Penalty: 3293.241455
	Iteration 37Q: 3 clusters Score -2392966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2392965.000000 Penalty: 3293.241455
	Iteration 38Q: 3 clusters Score -2392965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2392970.000000 Penalty: 3293.241455
	Iteration 39Q: 3 clusters Score -2392970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2392976.000000 Penalty: 3293.241455
	Iteration 40F: 3 clusters Score -2392976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2392976.250000 Penalty: 3293.241455
	Iteration 41Q: 3 clusters Score -2392976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2392980.000000 Penalty: 3293.241455
	Iteration 42Q: 3 clusters Score -2392980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2392978.500000 Penalty: 3293.241455
	Iteration 43Q: 3 clusters Score -2392978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2392985.250000 Penalty: 3293.241455
	Iteration 44Q: 3 clusters Score -2392985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2392979.250000 Penalty: 3293.241455
	Iteration 45Q: 3 clusters Score -2392979 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2392979.500000 Penalty: 3293.241455
	Iteration 46Q: 3 clusters Score -2392980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2392983.750000 Penalty: 3293.241455
	Iteration 47Q: 3 clusters Score -2392984 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2392992.000000 Penalty: 3293.241455
	Iteration 48Q: 3 clusters Score -2392992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -2392993.250000 Penalty: 3293.241455
	Iteration 49Q: 3 clusters Score -2392993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2392998.000000 Penalty: 3293.241455
	Iteration 50Q: 3 clusters Score -2392998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -2393002.250000 Penalty: 3293.241455
	Iteration 51Q: 3 clusters Score -2393002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2393008.750000 Penalty: 3293.241455
	Iteration 52Q: 3 clusters Score -2393009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2393016.500000 Penalty: 3293.241455
	Iteration 53Q: 3 clusters Score -2393016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2393023.250000 Penalty: 3293.241455
	Iteration 54Q: 3 clusters Score -2393023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2393020.000000 Penalty: 3293.241455
	Iteration 55Q: 3 clusters Score -2393020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -2393025.250000 Penalty: 3293.241455
	Iteration 56Q: 3 clusters Score -2393025 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -2393030.500000 Penalty: 3293.241455
	Iteration 57Q: 3 clusters Score -2393030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2393034.750000 Penalty: 3293.241455
	Iteration 58Q: 3 clusters Score -2393035 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2393036.750000 Penalty: 3293.241455
	Iteration 59Q: 3 clusters Score -2393037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2393048.750000 Penalty: 3293.241455
	Iteration 60F: 3 clusters Score -2393049 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2393052.750000 Penalty: 3293.241455
	Iteration 61Q: 3 clusters Score -2393053 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2393056.750000 Penalty: 3293.241455
	Iteration 62Q: 3 clusters Score -2393057 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -2393063.250000 Penalty: 3293.241455
	Iteration 63Q: 3 clusters Score -2393063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -2393075.000000 Penalty: 3293.241455
	Iteration 64Q: 3 clusters Score -2393075 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2393084.000000 Penalty: 3293.241455
	Iteration 65Q: 3 clusters Score -2393084 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2393081.250000 Penalty: 3293.241455
	Iteration 66Q: 3 clusters Score -2393081 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2393095.750000 Penalty: 3293.241455
	Iteration 67Q: 3 clusters Score -2393096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2393096.250000 Penalty: 3293.241455
	Iteration 68Q: 3 clusters Score -2393096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -2393100.250000 Penalty: 3293.241455
	Iteration 69Q: 3 clusters Score -2393100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2393106.500000 Penalty: 3293.241455
	Iteration 70Q: 3 clusters Score -2393106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2393123.750000 Penalty: 3293.241455
	Iteration 71Q: 3 clusters Score -2393124 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2393130.500000 Penalty: 3293.241455
	Iteration 72Q: 3 clusters Score -2393130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2393130.750000 Penalty: 3293.241455
	Iteration 73Q: 3 clusters Score -2393131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2393143.000000 Penalty: 3293.241455
	Iteration 74Q: 3 clusters Score -2393143 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2393144.250000 Penalty: 3293.241455
	Iteration 75Q: 3 clusters Score -2393144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2393151.750000 Penalty: 3293.241455
	Iteration 76Q: 3 clusters Score -2393152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2393161.000000 Penalty: 3293.241455
	Iteration 77Q: 3 clusters Score -2393161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2393168.750000 Penalty: 3293.241455
	Iteration 78Q: 3 clusters Score -2393169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2393171.750000 Penalty: 3293.241455
	Iteration 79Q: 3 clusters Score -2393172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -2393183.750000 Penalty: 3293.241455
	Iteration 80F: 3 clusters Score -2393184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2393191.500000 Penalty: 3293.241455
	Iteration 81Q: 3 clusters Score -2393192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2393195.250000 Penalty: 3293.241455
	Iteration 82Q: 3 clusters Score -2393195 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2393189.500000 Penalty: 3293.241455
	Iteration 83Q: 3 clusters Score -2393190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -2393197.500000 Penalty: 3293.241455
	Iteration 84Q: 3 clusters Score -2393198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2393204.000000 Penalty: 3293.241455
	Iteration 85Q: 3 clusters Score -2393204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2393210.500000 Penalty: 3293.241455
	Iteration 86Q: 3 clusters Score -2393210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2393225.250000 Penalty: 3293.241455
	Iteration 87Q: 3 clusters Score -2393225 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2393226.500000 Penalty: 3293.241455
	Iteration 88Q: 3 clusters Score -2393226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2393234.750000 Penalty: 3293.241455
	Iteration 89Q: 3 clusters Score -2393235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2393237.500000 Penalty: 3293.241455
	Iteration 90Q: 3 clusters Score -2393238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2393239.250000 Penalty: 3293.241455
	Iteration 91Q: 3 clusters Score -2393239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2393242.750000 Penalty: 3293.241455
	Iteration 92Q: 3 clusters Score -2393243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -2393251.000000 Penalty: 3293.241455
	Iteration 93Q: 3 clusters Score -2393251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2393252.000000 Penalty: 3293.241455
	Iteration 94Q: 3 clusters Score -2393252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2393257.250000 Penalty: 3293.241455
	Iteration 95Q: 3 clusters Score -2393257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2393266.250000 Penalty: 3293.241455
	Iteration 96Q: 3 clusters Score -2393266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2393263.000000 Penalty: 3293.241455
	Iteration 97Q: 3 clusters Score -2393263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2393274.000000 Penalty: 3293.241455
	Iteration 98Q: 3 clusters Score -2393274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2393267.000000 Penalty: 3293.241455
	Iteration 99Q: 3 clusters Score -2393267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2393276.750000 Penalty: 3293.241455
	Iteration 100F: 3 clusters Score -2393277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2393280.250000 Penalty: 3293.241455
	Iteration 101Q: 3 clusters Score -2393280 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2393293.000000 Penalty: 3293.241455
	Iteration 102Q: 3 clusters Score -2393293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2393293.750000 Penalty: 3293.241455
	Iteration 103Q: 3 clusters Score -2393294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2393299.750000 Penalty: 3293.241455
	Iteration 104Q: 3 clusters Score -2393300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2393303.250000 Penalty: 3293.241455
	Iteration 105Q: 3 clusters Score -2393303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2393294.250000 Penalty: 3293.241455
	Iteration 106Q: 3 clusters Score -2393294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2393298.500000 Penalty: 3293.241455
	Iteration 107Q: 3 clusters Score -2393298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2393304.000000 Penalty: 3293.241455
	Iteration 108Q: 3 clusters Score -2393304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2393301.750000 Penalty: 3293.241455
	Iteration 109Q: 3 clusters Score -2393302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2393310.500000 Penalty: 3293.241455
	Iteration 110Q: 3 clusters Score -2393310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2393314.000000 Penalty: 3293.241455
	Iteration 111Q: 3 clusters Score -2393314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2393323.250000 Penalty: 3293.241455
	Iteration 112Q: 3 clusters Score -2393323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2393329.250000 Penalty: 3293.241455
	Iteration 113Q: 3 clusters Score -2393329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2393333.000000 Penalty: 3293.241455
	Iteration 114Q: 3 clusters Score -2393333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -2393335.000000 Penalty: 3293.241455
	Iteration 115Q: 3 clusters Score -2393335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2393332.500000 Penalty: 3293.241455
	Iteration 116Q: 3 clusters Score -2393332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2393336.500000 Penalty: 3293.241455
	Iteration 117Q: 3 clusters Score -2393336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2393341.000000 Penalty: 3293.241455
	Iteration 118Q: 3 clusters Score -2393341 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2393348.750000 Penalty: 3293.241455
	Iteration 119Q: 3 clusters Score -2393349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2393350.500000 Penalty: 3293.241455
	Iteration 120F: 3 clusters Score -2393350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2393354.750000 Penalty: 3293.241455
	Iteration 121Q: 3 clusters Score -2393355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2393368.250000 Penalty: 3293.241455
	Iteration 122Q: 3 clusters Score -2393368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2393373.250000 Penalty: 3293.241455
	Iteration 123Q: 3 clusters Score -2393373 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2393380.500000 Penalty: 3293.241455
	Iteration 124Q: 3 clusters Score -2393380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2393386.500000 Penalty: 3293.241455
	Iteration 125Q: 3 clusters Score -2393386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2393387.500000 Penalty: 3293.241455
	Iteration 126Q: 3 clusters Score -2393388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2393389.500000 Penalty: 3293.241455
	Iteration 127Q: 3 clusters Score -2393390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2393395.000000 Penalty: 3293.241455
	Iteration 128Q: 3 clusters Score -2393395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2393387.750000 Penalty: 3293.241455
	Iteration 129Q: 3 clusters Score -2393388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2393391.750000 Penalty: 3293.241455
	Iteration 130Q: 3 clusters Score -2393392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -2393386.000000 Penalty: 3293.241455
	Iteration 131Q: 3 clusters Score -2393386 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2393387.750000 Penalty: 3293.241455
	Iteration 132Q: 3 clusters Score -2393388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -2393390.500000 Penalty: 3293.241455
	Iteration 133Q: 3 clusters Score -2393390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2393392.500000 Penalty: 3293.241455
	Iteration 134Q: 3 clusters Score -2393392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -2393401.500000 Penalty: 3293.241455
	Iteration 135Q: 3 clusters Score -2393402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2393399.000000 Penalty: 3293.241455
	Iteration 136Q: 3 clusters Score -2393399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2393401.000000 Penalty: 3293.241455
	Iteration 137Q: 3 clusters Score -2393401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2393401.000000 Penalty: 3293.241455
	Iteration 138Q: 3 clusters Score -2393401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -2393399.000000 Penalty: 3293.241455
	Iteration 139Q: 3 clusters Score -2393399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2393396.250000 Penalty: 3293.241455
	Iteration 140F: 3 clusters Score -2393396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2393402.250000 Penalty: 3293.241455
	Iteration 141Q: 3 clusters Score -2393402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2393404.750000 Penalty: 3293.241455
	Iteration 142Q: 3 clusters Score -2393405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2393400.250000 Penalty: 3293.241455
	Iteration 143Q: 3 clusters Score -2393400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2393403.500000 Penalty: 3293.241455
	Iteration 144Q: 3 clusters Score -2393404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2393409.250000 Penalty: 3293.241455
	Iteration 145Q: 3 clusters Score -2393409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2393410.750000 Penalty: 3293.241455
	Iteration 146Q: 3 clusters Score -2393411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2393411.000000 Penalty: 3293.241455
	Iteration 147Q: 3 clusters Score -2393411 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2393421.000000 Penalty: 3293.241455
	Iteration 148Q: 3 clusters Score -2393421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2393420.250000 Penalty: 3293.241455
	Iteration 149Q: 3 clusters Score -2393420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2393421.500000 Penalty: 3293.241455
	Iteration 150Q: 3 clusters Score -2393422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2393424.250000 Penalty: 3293.241455
	Iteration 151Q: 3 clusters Score -2393424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2393433.250000 Penalty: 3293.241455
	Iteration 152Q: 3 clusters Score -2393433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2393436.000000 Penalty: 3293.241455
	Iteration 153Q: 3 clusters Score -2393436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2393431.750000 Penalty: 3293.241455
	Iteration 154Q: 3 clusters Score -2393432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2393429.000000 Penalty: 3293.241455
	Iteration 155Q: 3 clusters Score -2393429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -2393430.250000 Penalty: 3293.241455
	Iteration 156Q: 3 clusters Score -2393430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2393434.500000 Penalty: 3293.241455
	Iteration 157Q: 3 clusters Score -2393434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2393435.000000 Penalty: 3293.241455
	Iteration 158Q: 3 clusters Score -2393435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2393439.500000 Penalty: 3293.241455
	Iteration 159Q: 3 clusters Score -2393440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2393445.000000 Penalty: 3293.241455
	Iteration 160F: 3 clusters Score -2393445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2393445.750000 Penalty: 3293.241455
	Iteration 161Q: 3 clusters Score -2393446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2393451.750000 Penalty: 3293.241455
	Iteration 162Q: 3 clusters Score -2393452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2393455.000000 Penalty: 3293.241455
	Iteration 163Q: 3 clusters Score -2393455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2393453.250000 Penalty: 3293.241455
	Iteration 164Q: 3 clusters Score -2393453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2393454.750000 Penalty: 3293.241455
	Iteration 165Q: 3 clusters Score -2393455 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2393461.500000 Penalty: 3293.241455
	Iteration 166Q: 3 clusters Score -2393462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2393467.500000 Penalty: 3293.241455
	Iteration 167Q: 3 clusters Score -2393468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2393471.000000 Penalty: 3293.241455
	Iteration 168Q: 3 clusters Score -2393471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -2393470.250000 Penalty: 3293.241455
	Iteration 169Q: 3 clusters Score -2393470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2393472.250000 Penalty: 3293.241455
	Iteration 170Q: 3 clusters Score -2393472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2393482.250000 Penalty: 3293.241455
	Iteration 171Q: 3 clusters Score -2393482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2393477.500000 Penalty: 3293.241455
	Iteration 172Q: 3 clusters Score -2393478 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2393479.500000 Penalty: 3293.241455
	Iteration 173Q: 3 clusters Score -2393480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2393483.500000 Penalty: 3293.241455
	Iteration 174Q: 3 clusters Score -2393484 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2393488.750000 Penalty: 3293.241455
	Iteration 175Q: 3 clusters Score -2393489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2393493.750000 Penalty: 3293.241455
	Iteration 176Q: 3 clusters Score -2393494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2393496.000000 Penalty: 3293.241455
	Iteration 177Q: 3 clusters Score -2393496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2393512.750000 Penalty: 3293.241455
	Iteration 178Q: 3 clusters Score -2393513 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2393524.250000 Penalty: 3293.241455
	Iteration 179Q: 3 clusters Score -2393524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2393540.000000 Penalty: 3293.241455
	Iteration 180F: 3 clusters Score -2393540 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2393545.500000 Penalty: 3293.241455
	Iteration 181Q: 3 clusters Score -2393546 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2393550.000000 Penalty: 3293.241455
	Iteration 182Q: 3 clusters Score -2393550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2393564.250000 Penalty: 3293.241455
	Iteration 183Q: 3 clusters Score -2393564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2393579.750000 Penalty: 3293.241455
	Iteration 184Q: 3 clusters Score -2393580 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2393593.250000 Penalty: 3293.241455
	Iteration 185Q: 3 clusters Score -2393593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2393597.000000 Penalty: 3293.241455
	Iteration 186Q: 3 clusters Score -2393597 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2393602.250000 Penalty: 3293.241455
	Iteration 187Q: 3 clusters Score -2393602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2393612.000000 Penalty: 3293.241455
	Iteration 188Q: 3 clusters Score -2393612 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2393624.250000 Penalty: 3293.241455
	Iteration 189Q: 3 clusters Score -2393624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2393635.250000 Penalty: 3293.241455
	Iteration 190Q: 3 clusters Score -2393635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2393640.750000 Penalty: 3293.241455
	Iteration 191Q: 3 clusters Score -2393641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2393655.500000 Penalty: 3293.241455
	Iteration 192Q: 3 clusters Score -2393656 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2393655.500000 Penalty: 3293.241455
	Iteration 193Q: 3 clusters Score -2393656 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2393670.000000 Penalty: 3293.241455
	Iteration 194Q: 3 clusters Score -2393670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2393678.250000 Penalty: 3293.241455
	Iteration 195Q: 3 clusters Score -2393678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2393691.500000 Penalty: 3293.241455
	Iteration 196Q: 3 clusters Score -2393692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2393695.000000 Penalty: 3293.241455
	Iteration 197Q: 3 clusters Score -2393695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2393699.500000 Penalty: 3293.241455
	Iteration 198Q: 3 clusters Score -2393700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2393708.250000 Penalty: 3293.241455
	Iteration 199Q: 3 clusters Score -2393708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2393720.750000 Penalty: 3293.241455
	Iteration 200F: 3 clusters Score -2393721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2393725.000000 Penalty: 3293.241455
	Iteration 201Q: 3 clusters Score -2393725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2393736.250000 Penalty: 3293.241455
	Iteration 202Q: 3 clusters Score -2393736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2393735.250000 Penalty: 3293.241455
	Iteration 203Q: 3 clusters Score -2393735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2393733.750000 Penalty: 3293.241455
	Iteration 204Q: 3 clusters Score -2393734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2393737.250000 Penalty: 3293.241455
	Iteration 205Q: 3 clusters Score -2393737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2393744.000000 Penalty: 3293.241455
	Iteration 206Q: 3 clusters Score -2393744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2393751.750000 Penalty: 3293.241455
	Iteration 207Q: 3 clusters Score -2393752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2393754.750000 Penalty: 3293.241455
	Iteration 208Q: 3 clusters Score -2393755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2393761.500000 Penalty: 3293.241455
	Iteration 209Q: 3 clusters Score -2393762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2393767.500000 Penalty: 3293.241455
	Iteration 210Q: 3 clusters Score -2393768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2393767.250000 Penalty: 3293.241455
	Iteration 211Q: 3 clusters Score -2393767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2393777.750000 Penalty: 3293.241455
	Iteration 212Q: 3 clusters Score -2393778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2393791.750000 Penalty: 3293.241455
	Iteration 213Q: 3 clusters Score -2393792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2393804.250000 Penalty: 3293.241455
	Iteration 214Q: 3 clusters Score -2393804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2393817.250000 Penalty: 3293.241455
	Iteration 215Q: 3 clusters Score -2393817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2393822.500000 Penalty: 3293.241455
	Iteration 216Q: 3 clusters Score -2393822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2393839.000000 Penalty: 3293.241455
	Iteration 217Q: 3 clusters Score -2393839 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2393851.000000 Penalty: 3293.241455
	Iteration 218Q: 3 clusters Score -2393851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2393871.500000 Penalty: 3293.241455
	Iteration 219Q: 3 clusters Score -2393872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2393889.750000 Penalty: 3293.241455
	Iteration 220F: 3 clusters Score -2393890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2393901.750000 Penalty: 3293.241455
	Iteration 221Q: 3 clusters Score -2393902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2393916.750000 Penalty: 3293.241455
	Iteration 222Q: 3 clusters Score -2393917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2393926.250000 Penalty: 3293.241455
	Iteration 223Q: 3 clusters Score -2393926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2393937.250000 Penalty: 3293.241455
	Iteration 224Q: 3 clusters Score -2393937 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2393949.750000 Penalty: 3293.241455
	Iteration 225Q: 3 clusters Score -2393950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2393954.500000 Penalty: 3293.241455
	Iteration 226Q: 3 clusters Score -2393954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2393963.500000 Penalty: 3293.241455
	Iteration 227Q: 3 clusters Score -2393964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2393973.000000 Penalty: 3293.241455
	Iteration 228Q: 3 clusters Score -2393973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2393980.000000 Penalty: 3293.241455
	Iteration 229Q: 3 clusters Score -2393980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2393990.750000 Penalty: 3293.241455
	Iteration 230Q: 3 clusters Score -2393991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2393997.750000 Penalty: 3293.241455
	Iteration 231Q: 3 clusters Score -2393998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2394001.500000 Penalty: 3293.241455
	Iteration 232Q: 3 clusters Score -2394002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2394002.500000 Penalty: 3293.241455
	Iteration 233Q: 3 clusters Score -2394002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2394007.250000 Penalty: 3293.241455
	Iteration 234Q: 3 clusters Score -2394007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2394010.500000 Penalty: 3293.241455
	Iteration 235Q: 3 clusters Score -2394010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2394014.000000 Penalty: 3293.241455
	Iteration 236Q: 3 clusters Score -2394014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2394018.000000 Penalty: 3293.241455
	Iteration 237Q: 3 clusters Score -2394018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2394020.000000 Penalty: 3293.241455
	Iteration 238Q: 3 clusters Score -2394020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2394027.500000 Penalty: 3293.241455
	Iteration 239Q: 3 clusters Score -2394028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2394029.250000 Penalty: 3293.241455
	Iteration 240F: 3 clusters Score -2394029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2394033.500000 Penalty: 3293.241455
	Iteration 241Q: 3 clusters Score -2394034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2394029.500000 Penalty: 3293.241455
	Iteration 242Q: 3 clusters Score -2394030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2394039.250000 Penalty: 3293.241455
	Iteration 243Q: 3 clusters Score -2394039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2394039.500000 Penalty: 3293.241455
	Iteration 244Q: 3 clusters Score -2394040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2394038.000000 Penalty: 3293.241455
	Iteration 245Q: 3 clusters Score -2394038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2394037.500000 Penalty: 3293.241455
	Iteration 246Q: 3 clusters Score -2394038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2394037.750000 Penalty: 3293.241455
	Iteration 247Q: 3 clusters Score -2394038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2394042.750000 Penalty: 3293.241455
	Iteration 248Q: 3 clusters Score -2394043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2394042.500000 Penalty: 3293.241455
	Iteration 249Q: 3 clusters Score -2394042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2394044.000000 Penalty: 3293.241455
	Iteration 250Q: 3 clusters Score -2394044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2394046.250000 Penalty: 3293.241455
	Iteration 251Q: 3 clusters Score -2394046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2394048.500000 Penalty: 3293.241455
	Iteration 252Q: 3 clusters Score -2394048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2394052.000000 Penalty: 3293.241455
	Iteration 253Q: 3 clusters Score -2394052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2394053.750000 Penalty: 3293.241455
	Iteration 254Q: 3 clusters Score -2394054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2394056.250000 Penalty: 3293.241455
	Iteration 255Q: 3 clusters Score -2394056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2394060.000000 Penalty: 3293.241455
	Iteration 256Q: 3 clusters Score -2394060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2394060.750000 Penalty: 3293.241455
	Iteration 257Q: 3 clusters Score -2394061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2394060.750000 Penalty: 3293.241455
	Iteration 258Q: 3 clusters Score -2394061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2394062.750000 Penalty: 3293.241455
	Iteration 259Q: 3 clusters Score -2394063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2394060.750000 Penalty: 3293.241455
	Iteration 260F: 3 clusters Score -2394061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2394060.750000 Penalty: 3293.241455
	Iteration 261Q: 3 clusters Score -2394061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2394067.500000 Penalty: 3293.241455
	Iteration 262Q: 3 clusters Score -2394068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2394067.250000 Penalty: 3293.241455
	Iteration 263Q: 3 clusters Score -2394067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2394068.750000 Penalty: 3293.241455
	Iteration 264Q: 3 clusters Score -2394069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2394068.750000 Penalty: 3293.241455
	Iteration 265F: 3 clusters Score -2394069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Entering Unmasked Estep 
Score: -914391.937500 Penalty: 1503.225464
	Iteration 0F: 2 clusters Score -914391.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -906907.000000 Penalty: 3006.450928
	Iteration 0F: 3 clusters Score -906907 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -909530.000000 Penalty: 3006.450928
	Iteration 1F: 3 clusters Score -909530 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -909944.937500 Penalty: 3006.450928
	Iteration 2F: 3 clusters Score -909944.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -910344.625000 Penalty: 3006.450928
	Iteration 3F: 3 clusters Score -910344.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -910764.500000 Penalty: 3006.450928
	Iteration 4F: 3 clusters Score -910764.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -911215.187500 Penalty: 3006.450928
	Iteration 5F: 3 clusters Score -911215.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -911683.250000 Penalty: 3006.450928
	Iteration 6F: 3 clusters Score -911683.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -912157.375000 Penalty: 3006.450928
	Iteration 7F: 3 clusters Score -912157.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -912589.687500 Penalty: 3006.450928
	Iteration 8Q: 3 clusters Score -912589.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -912934.937500 Penalty: 3006.450928
	Iteration 9Q: 3 clusters Score -912934.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -913141.250000 Penalty: 3006.450928
	Iteration 10Q: 3 clusters Score -913141.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -913284.625000 Penalty: 3006.450928
	Iteration 11Q: 3 clusters Score -913284.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -913416.312500 Penalty: 3006.450928
	Iteration 12Q: 3 clusters Score -913416.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -913549.437500 Penalty: 3006.450928
	Iteration 13Q: 3 clusters Score -913549.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -913680.062500 Penalty: 3006.450928
	Iteration 14Q: 3 clusters Score -913680.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -913783.937500 Penalty: 3006.450928
	Iteration 15Q: 3 clusters Score -913783.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -913883.437500 Penalty: 3006.450928
	Iteration 16Q: 3 clusters Score -913883.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -913948.312500 Penalty: 3006.450928
	Iteration 17Q: 3 clusters Score -913948.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -913992.437500 Penalty: 3006.450928
	Iteration 18Q: 3 clusters Score -913992.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -914021.812500 Penalty: 3006.450928
	Iteration 19Q: 3 clusters Score -914021.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -914038.375000 Penalty: 3006.450928
	Iteration 20F: 3 clusters Score -914038.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -914054.875000 Penalty: 3006.450928
	Iteration 21Q: 3 clusters Score -914054.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -914062.500000 Penalty: 3006.450928
	Iteration 22Q: 3 clusters Score -914062.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -914072.750000 Penalty: 3006.450928
	Iteration 23Q: 3 clusters Score -914072.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -914078.000000 Penalty: 3006.450928
	Iteration 24Q: 3 clusters Score -914078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -914085.437500 Penalty: 3006.450928
	Iteration 25Q: 3 clusters Score -914085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -914084.625000 Penalty: 3006.450928
	Iteration 26Q: 3 clusters Score -914084.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -914086.062500 Penalty: 3006.450928
	Iteration 27Q: 3 clusters Score -914086.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -914084.937500 Penalty: 3006.450928
	Iteration 28Q: 3 clusters Score -914084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -914084.062500 Penalty: 3006.450928
	Iteration 29Q: 3 clusters Score -914084.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -914085.125000 Penalty: 3006.450928
	Iteration 30Q: 3 clusters Score -914085.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -914085.125000 Penalty: 3006.450928
	Iteration 31F: 3 clusters Score -914085.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -69661.585938 Penalty: 1084.616211
	Iteration 0F: 2 clusters Score -69661.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -68360.304688 Penalty: 2169.232422
	Iteration 0F: 3 clusters Score -68360.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68595.671875 Penalty: 2169.232422
	Iteration 1F: 3 clusters Score -68595.67 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68673.296875 Penalty: 2169.232422
	Iteration 2F: 3 clusters Score -68673.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -68735.375000 Penalty: 2169.232422
	Iteration 3F: 3 clusters Score -68735.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68784.656250 Penalty: 2169.232422
	Iteration 4Q: 3 clusters Score -68784.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -68827.906250 Penalty: 2169.232422
	Iteration 5Q: 3 clusters Score -68827.91 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68876.250000 Penalty: 2169.232422
	Iteration 6Q: 3 clusters Score -68876.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68895.132812 Penalty: 2169.232422
	Iteration 7Q: 3 clusters Score -68895.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68901.796875 Penalty: 2169.232422
	Iteration 8Q: 3 clusters Score -68901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68902.476562 Penalty: 2169.232422
	Iteration 9Q: 3 clusters Score -68902.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68906.039062 Penalty: 2169.232422
	Iteration 10Q: 3 clusters Score -68906.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68909.093750 Penalty: 2169.232422
	Iteration 11Q: 3 clusters Score -68909.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68916.132812 Penalty: 2169.232422
	Iteration 12Q: 3 clusters Score -68916.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -68927.234375 Penalty: 2169.232422
	Iteration 13Q: 3 clusters Score -68927.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68932.960938 Penalty: 2169.232422
	Iteration 14Q: 3 clusters Score -68932.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68933.585938 Penalty: 2169.232422
	Iteration 15Q: 3 clusters Score -68933.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68935.164062 Penalty: 2169.232422
	Iteration 16Q: 3 clusters Score -68935.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68936.859375 Penalty: 2169.232422
	Iteration 17Q: 3 clusters Score -68936.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -68939.859375 Penalty: 2169.232422
	Iteration 18Q: 3 clusters Score -68939.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -68940.796875 Penalty: 2169.232422
	Iteration 19Q: 3 clusters Score -68940.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68943.195312 Penalty: 2169.232422
	Iteration 20F: 3 clusters Score -68943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -68946.976562 Penalty: 2169.232422
	Iteration 21Q: 3 clusters Score -68946.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68947.609375 Penalty: 2169.232422
	Iteration 22Q: 3 clusters Score -68947.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68947.609375 Penalty: 2169.232422
	Iteration 23F: 3 clusters Score -68947.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (103721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103721 members 
Entering Unmasked Estep 
Score: -9746081.000000 Penalty: 1876.787109
	Iteration 0F: 2 clusters Score -9746081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -9676947.000000 Penalty: 3753.574219
	Iteration 0F: 3 clusters Score -9676947 nChanged 49531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -9704960.000000 Penalty: 3753.574219
	Iteration 1F: 3 clusters Score -9704960 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -9705661.000000 Penalty: 3753.574219
	Iteration 2Q: 3 clusters Score -9705661 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 57494 members 
Entering Unmasked Estep 
Score: -9706676.000000 Penalty: 3753.574219
	Iteration 3Q: 3 clusters Score -9706676 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -9708358.000000 Penalty: 3753.574219
	Iteration 4Q: 3 clusters Score -9708358 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 66184 members 
Entering Unmasked Estep 
Score: -9711202.000000 Penalty: 3753.574219
	Iteration 5F: 3 clusters Score -9711202 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -9716558.000000 Penalty: 3753.574219
	Iteration 6F: 3 clusters Score -9716558 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 82371 members 
Entering Unmasked Estep 
Score: -9724494.000000 Penalty: 3753.574219
	Iteration 7F: 3 clusters Score -9724494 nChanged 8889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 91098 members 
Entering Unmasked Estep 
Score: -9733261.000000 Penalty: 3753.574219
	Iteration 8F: 3 clusters Score -9733261 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 97308 members 
Entering Unmasked Estep 
Score: -9739425.000000 Penalty: 3753.574219
	Iteration 9F: 3 clusters Score -9739425 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 100661 members 
Entering Unmasked Estep 
Score: -9742504.000000 Penalty: 3753.574219
	Iteration 10Q: 3 clusters Score -9742504 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 102165 members 
Entering Unmasked Estep 
Score: -9743707.000000 Penalty: 3753.574219
	Iteration 11Q: 3 clusters Score -9743707 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 102789 members 
Entering Unmasked Estep 
Score: -9744237.000000 Penalty: 3753.574219
	Iteration 12Q: 3 clusters Score -9744237 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 103061 members 
Entering Unmasked Estep 
Score: -9744467.000000 Penalty: 3753.574219
	Iteration 13Q: 3 clusters Score -9744467 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 103173 members 
Entering Unmasked Estep 
Score: -9744523.000000 Penalty: 3753.574219
	Iteration 14Q: 3 clusters Score -9744523 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 103223 members 
Entering Unmasked Estep 
Score: -9744576.000000 Penalty: 3753.574219
	Iteration 15Q: 3 clusters Score -9744576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 103257 members 
Entering Unmasked Estep 
Score: -9744615.000000 Penalty: 3753.574219
	Iteration 16Q: 3 clusters Score -9744615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 103272 members 
Entering Unmasked Estep 
Score: -9744646.000000 Penalty: 3753.574219
	Iteration 17Q: 3 clusters Score -9744646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 103290 members 
Entering Unmasked Estep 
Score: -9744653.000000 Penalty: 3753.574219
	Iteration 18Q: 3 clusters Score -9744653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -9744680.000000 Penalty: 3753.574219
	Iteration 19Q: 3 clusters Score -9744680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 103300 members 
Entering Unmasked Estep 
Score: -9744667.000000 Penalty: 3753.574219
	Iteration 20F: 3 clusters Score -9744667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 103303 members 
Entering Unmasked Estep 
Score: -9744675.000000 Penalty: 3753.574219
	Iteration 21Q: 3 clusters Score -9744675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 103306 members 
Entering Unmasked Estep 
Score: -9744670.000000 Penalty: 3753.574219
	Iteration 22Q: 3 clusters Score -9744670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 103312 members 
Entering Unmasked Estep 
Score: -9744677.000000 Penalty: 3753.574219
	Iteration 23Q: 3 clusters Score -9744677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 103314 members 
Entering Unmasked Estep 
Score: -9744677.000000 Penalty: 3753.574219
	Iteration 24Q: 3 clusters Score -9744677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -9744681.000000 Penalty: 3753.574219
	Iteration 25Q: 3 clusters Score -9744681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 103316 members 
Entering Unmasked Estep 
Score: -9744687.000000 Penalty: 3753.574219
	Iteration 26Q: 3 clusters Score -9744687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 103317 members 
Entering Unmasked Estep 
Score: -9744685.000000 Penalty: 3753.574219
	Iteration 27Q: 3 clusters Score -9744685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -9744683.000000 Penalty: 3753.574219
	Iteration 28Q: 3 clusters Score -9744683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 103320 members 
Entering Unmasked Estep 
Score: -9744689.000000 Penalty: 3753.574219
	Iteration 29Q: 3 clusters Score -9744689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 103319 members 
Entering Unmasked Estep 
Score: -9744687.000000 Penalty: 3753.574219
	Iteration 30Q: 3 clusters Score -9744687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 103318 members 
Entering Unmasked Estep 
Score: -9744678.000000 Penalty: 3753.574219
	Iteration 31Q: 3 clusters Score -9744678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 103318 members 
Entering Unmasked Estep 
Score: -9744685.000000 Penalty: 3753.574219
	Iteration 32Q: 3 clusters Score -9744685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 103318 members 
Entering Unmasked Estep 
Score: -9744685.000000 Penalty: 3753.574219
	Iteration 33F: 3 clusters Score -9744685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Entering Unmasked Estep 
Score: -396389.375000 Penalty: 1367.895020
	Iteration 0F: 2 clusters Score -396389.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -392755.281250 Penalty: 2735.790039
	Iteration 0F: 3 clusters Score -392755.3 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -393786.375000 Penalty: 2735.790039
	Iteration 1F: 3 clusters Score -393786.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -394030.593750 Penalty: 2735.790039
	Iteration 2F: 3 clusters Score -394030.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -394211.781250 Penalty: 2735.790039
	Iteration 3F: 3 clusters Score -394211.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -394351.656250 Penalty: 2735.790039
	Iteration 4F: 3 clusters Score -394351.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -394476.250000 Penalty: 2735.790039
	Iteration 5Q: 3 clusters Score -394476.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -394631.218750 Penalty: 2735.790039
	Iteration 6Q: 3 clusters Score -394631.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -394787.437500 Penalty: 2735.790039
	Iteration 7Q: 3 clusters Score -394787.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -394932.593750 Penalty: 2735.790039
	Iteration 8Q: 3 clusters Score -394932.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -395071.812500 Penalty: 2735.790039
	Iteration 9Q: 3 clusters Score -395071.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -395184.468750 Penalty: 2735.790039
	Iteration 10Q: 3 clusters Score -395184.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -395279.093750 Penalty: 2735.790039
	Iteration 11Q: 3 clusters Score -395279.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -395351.437500 Penalty: 2735.790039
	Iteration 12Q: 3 clusters Score -395351.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -395408.562500 Penalty: 2735.790039
	Iteration 13Q: 3 clusters Score -395408.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -395452.968750 Penalty: 2735.790039
	Iteration 14Q: 3 clusters Score -395453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -395497.687500 Penalty: 2735.790039
	Iteration 15Q: 3 clusters Score -395497.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -395536.687500 Penalty: 2735.790039
	Iteration 16Q: 3 clusters Score -395536.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -395562.968750 Penalty: 2735.790039
	Iteration 17Q: 3 clusters Score -395563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -395577.281250 Penalty: 2735.790039
	Iteration 18Q: 3 clusters Score -395577.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -395587.343750 Penalty: 2735.790039
	Iteration 19Q: 3 clusters Score -395587.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -395597.343750 Penalty: 2735.790039
	Iteration 20F: 3 clusters Score -395597.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -395605.156250 Penalty: 2735.790039
	Iteration 21Q: 3 clusters Score -395605.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -395612.843750 Penalty: 2735.790039
	Iteration 22Q: 3 clusters Score -395612.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -395618.343750 Penalty: 2735.790039
	Iteration 23Q: 3 clusters Score -395618.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -395623.312500 Penalty: 2735.790039
	Iteration 24Q: 3 clusters Score -395623.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -395625.968750 Penalty: 2735.790039
	Iteration 25Q: 3 clusters Score -395626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -395627.718750 Penalty: 2735.790039
	Iteration 26Q: 3 clusters Score -395627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -395630.062500 Penalty: 2735.790039
	Iteration 27Q: 3 clusters Score -395630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -395632.812500 Penalty: 2735.790039
	Iteration 28Q: 3 clusters Score -395632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -395635.687500 Penalty: 2735.790039
	Iteration 29Q: 3 clusters Score -395635.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -395639.250000 Penalty: 2735.790039
	Iteration 30Q: 3 clusters Score -395639.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -395641.531250 Penalty: 2735.790039
	Iteration 31Q: 3 clusters Score -395641.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -395646.781250 Penalty: 2735.790039
	Iteration 32Q: 3 clusters Score -395646.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -395649.625000 Penalty: 2735.790039
	Iteration 33Q: 3 clusters Score -395649.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -395654.437500 Penalty: 2735.790039
	Iteration 34Q: 3 clusters Score -395654.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -395659.656250 Penalty: 2735.790039
	Iteration 35Q: 3 clusters Score -395659.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -395664.437500 Penalty: 2735.790039
	Iteration 36Q: 3 clusters Score -395664.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -395666.187500 Penalty: 2735.790039
	Iteration 37Q: 3 clusters Score -395666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -395666.562500 Penalty: 2735.790039
	Iteration 38Q: 3 clusters Score -395666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -395667.687500 Penalty: 2735.790039
	Iteration 39Q: 3 clusters Score -395667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -395667.687500 Penalty: 2735.790039
	Iteration 40F: 3 clusters Score -395667.7 nChanged 0
--- Evaluating fit on full set of 1702945 points ---
Entering Unmasked Estep 
Score: -157540512.000000 Penalty: 51293.636719
24->23 Clusters: Score -157540512.000000, best is -157551952.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 567648 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 23533 members 
Mstep: Class 3 contains 23861 members 
Mstep: Class 4 contains 23698 members 
Mstep: Class 5 contains 23734 members 
Mstep: Class 6 contains 23656 members 
Mstep: Class 7 contains 23516 members 
Mstep: Class 8 contains 23626 members 
Mstep: Class 9 contains 23734 members 
Mstep: Class 10 contains 23893 members 
Mstep: Class 11 contains 23590 members 
Mstep: Class 12 contains 23332 members 
Mstep: Class 13 contains 23854 members 
Mstep: Class 14 contains 23777 members 
Mstep: Class 15 contains 23563 members 
Mstep: Class 16 contains 23615 members 
Mstep: Class 17 contains 23816 members 
Mstep: Class 18 contains 23642 members 
Mstep: Class 19 contains 23696 members 
Mstep: Class 20 contains 23498 members 
Mstep: Class 21 contains 23798 members 
Mstep: Class 22 contains 23496 members 
Mstep: Class 23 contains 23640 members 
Mstep: Class 24 contains 23784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 573.671997 but Gain 2153.003906
Score: -49628204.000000 Penalty: 49519.097656
Iteration 0F: 24 clusters Score -4.96282e+07 nChanged 540225
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 2 contains 56769 members 
Mstep: Class 3 contains 33768 members 
Mstep: Class 4 contains 25885 members 
Mstep: Class 5 contains 18954 members 
Mstep: Class 6 contains 28258 members 
Mstep: Class 7 contains 22247 members 
Mstep: Class 8 contains 26729 members 
Mstep: Class 9 contains 17301 members 
Mstep: Class 10 contains 31187 members 
Mstep: Class 11 contains 11383 members 
Mstep: Class 12 contains 10214 members 
Mstep: Class 13 contains 24104 members 
Mstep: Class 14 contains 20811 members 
Mstep: Class 15 contains 68991 members 
Mstep: Class 16 contains 15008 members 
Mstep: Class 17 contains 15194 members 
Mstep: Class 18 contains 17423 members 
Mstep: Class 19 contains 29389 members 
Mstep: Class 20 contains 20393 members 
Mstep: Class 21 contains 19285 members 
Mstep: Class 22 contains 16377 members 
Mstep: Class 23 contains 17722 members 
Mstep: Class 24 contains 20011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51030732.000000 Penalty: 49519.097656
Iteration 1F: 24 clusters Score -5.103073e+07 nChanged 197564
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 2 contains 62427 members 
Mstep: Class 3 contains 42228 members 
Mstep: Class 4 contains 22518 members 
Mstep: Class 5 contains 13694 members 
Mstep: Class 6 contains 37395 members 
Mstep: Class 7 contains 19321 members 
Mstep: Class 8 contains 29072 members 
Mstep: Class 9 contains 12886 members 
Mstep: Class 10 contains 29378 members 
Mstep: Class 11 contains 8145 members 
Mstep: Class 12 contains 6264 members 
Mstep: Class 13 contains 28772 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 78823 members 
Mstep: Class 16 contains 13035 members 
Mstep: Class 17 contains 12839 members 
Mstep: Class 18 contains 12647 members 
Mstep: Class 19 contains 23088 members 
Mstep: Class 20 contains 26360 members 
Mstep: Class 21 contains 17988 members 
Mstep: Class 22 contains 12428 members 
Mstep: Class 23 contains 17223 members 
Mstep: Class 24 contains 15480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51390712.000000 Penalty: 49519.097656
Iteration 2F: 24 clusters Score -5.139071e+07 nChanged 156619
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 78964 members 
Mstep: Class 3 contains 46701 members 
Mstep: Class 4 contains 18042 members 
Mstep: Class 5 contains 7433 members 
Mstep: Class 6 contains 42811 members 
Mstep: Class 7 contains 13135 members 
Mstep: Class 8 contains 27565 members 
Mstep: Class 9 contains 8796 members 
Mstep: Class 10 contains 29824 members 
Mstep: Class 11 contains 8066 members 
Mstep: Class 12 contains 3921 members 
Mstep: Class 13 contains 38595 members 
Mstep: Class 14 contains 31027 members 
Mstep: Class 15 contains 82881 members 
Mstep: Class 16 contains 9598 members 
Mstep: Class 17 contains 10243 members 
Mstep: Class 18 contains 8988 members 
Mstep: Class 19 contains 16939 members 
Mstep: Class 20 contains 33140 members 
Mstep: Class 21 contains 15672 members 
Mstep: Class 22 contains 7554 members 
Mstep: Class 23 contains 18174 members 
Mstep: Class 24 contains 9562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -51678144.000000 Penalty: 49519.097656
Iteration 3F: 24 clusters Score -5.167814e+07 nChanged 133140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 100127 members 
Mstep: Class 3 contains 49125 members 
Mstep: Class 4 contains 15203 members 
Mstep: Class 5 contains 3357 members 
Mstep: Class 6 contains 45227 members 
Mstep: Class 7 contains 8156 members 
Mstep: Class 8 contains 24657 members 
Mstep: Class 9 contains 4064 members 
Mstep: Class 10 contains 28337 members 
Mstep: Class 11 contains 8305 members 
Mstep: Class 12 contains 2981 members 
Mstep: Class 13 contains 49704 members 
Mstep: Class 14 contains 34826 members 
Mstep: Class 15 contains 83015 members 
Mstep: Class 16 contains 6052 members 
Mstep: Class 17 contains 7559 members 
Mstep: Class 18 contains 5956 members 
Mstep: Class 19 contains 12096 members 
Mstep: Class 20 contains 35588 members 
Mstep: Class 21 contains 14903 members 
Mstep: Class 22 contains 3883 members 
Mstep: Class 23 contains 19922 members 
Mstep: Class 24 contains 4592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 1713.005005 but Gain 2153.003906
Score: -51891756.000000 Penalty: 47366.093750
Iteration 4F: 23 clusters Score -5.189176e+07 nChanged 103645
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 113158 members 
Mstep: Class 3 contains 48979 members 
Mstep: Class 4 contains 12042 members 
Mstep: Class 5 contains 1740 members 
Mstep: Class 6 contains 49329 members 
Mstep: Class 7 contains 5299 members 
Mstep: Class 8 contains 20714 members 
Mstep: Class 9 contains 2115 members 
Mstep: Class 10 contains 24575 members 
Mstep: Class 11 contains 8404 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 58230 members 
Mstep: Class 14 contains 37638 members 
Mstep: Class 15 contains 83116 members 
Mstep: Class 16 contains 4723 members 
Mstep: Class 17 contains 4904 members 
Mstep: Class 18 contains 3599 members 
Mstep: Class 19 contains 10065 members 
Mstep: Class 20 contains 37304 members 
Mstep: Class 21 contains 14665 members 
Mstep: Class 22 contains 2024 members 
Mstep: Class 23 contains 22216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1040.912842 but Gain 2153.003906
Score: -52046420.000000 Penalty: 45213.089844
Iteration 5F: 22 clusters Score -5.204642e+07 nChanged 76193
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 118271 members 
Mstep: Class 3 contains 45086 members 
Mstep: Class 4 contains 8816 members 
Mstep: Class 5 contains 1411 members 
Mstep: Class 6 contains 57863 members 
Mstep: Class 7 contains 3978 members 
Mstep: Class 8 contains 15539 members 
Mstep: Class 9 contains 1445 members 
Mstep: Class 10 contains 21588 members 
Mstep: Class 11 contains 8500 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 66423 members 
Mstep: Class 14 contains 43874 members 
Mstep: Class 15 contains 79280 members 
Mstep: Class 16 contains 4953 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 2127 members 
Mstep: Class 19 contains 9597 members 
Mstep: Class 20 contains 37199 members 
Mstep: Class 21 contains 12986 members 
Mstep: Class 23 contains 22835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52134140.000000 Penalty: 45213.089844
Iteration 6F: 22 clusters Score -5.213414e+07 nChanged 58288
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 118345 members 
Mstep: Class 3 contains 38903 members 
Mstep: Class 4 contains 6484 members 
Mstep: Class 5 contains 1661 members 
Mstep: Class 6 contains 66214 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 10564 members 
Mstep: Class 9 contains 1221 members 
Mstep: Class 10 contains 18687 members 
Mstep: Class 11 contains 8518 members 
Mstep: Class 12 contains 2934 members 
Mstep: Class 13 contains 75539 members 
Mstep: Class 14 contains 54083 members 
Mstep: Class 15 contains 72928 members 
Mstep: Class 16 contains 5565 members 
Mstep: Class 17 contains 2048 members 
Mstep: Class 18 contains 1320 members 
Mstep: Class 19 contains 9785 members 
Mstep: Class 20 contains 36323 members 
Mstep: Class 21 contains 10600 members 
Mstep: Class 23 contains 22279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1699.246094 but Gain 2153.003906
Score: -52188556.000000 Penalty: 43060.085938
Iteration 7F: 21 clusters Score -5.218856e+07 nChanged 47077
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 117039 members 
Mstep: Class 3 contains 32365 members 
Mstep: Class 4 contains 5064 members 
Mstep: Class 5 contains 2223 members 
Mstep: Class 6 contains 73800 members 
Mstep: Class 7 contains 3913 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 1161 members 
Mstep: Class 10 contains 15294 members 
Mstep: Class 11 contains 8709 members 
Mstep: Class 12 contains 3187 members 
Mstep: Class 13 contains 83478 members 
Mstep: Class 14 contains 66157 members 
Mstep: Class 15 contains 66185 members 
Mstep: Class 16 contains 5960 members 
Mstep: Class 18 contains 1046 members 
Mstep: Class 19 contains 10120 members 
Mstep: Class 20 contains 35382 members 
Mstep: Class 21 contains 8491 members 
Mstep: Class 23 contains 21364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52227224.000000 Penalty: 43060.085938
Iteration 8F: 21 clusters Score -5.222722e+07 nChanged 35663
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 115609 members 
Mstep: Class 3 contains 25854 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 2991 members 
Mstep: Class 6 contains 80218 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 4189 members 
Mstep: Class 9 contains 1164 members 
Mstep: Class 10 contains 11873 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 3457 members 
Mstep: Class 13 contains 89163 members 
Mstep: Class 14 contains 77986 members 
Mstep: Class 15 contains 58970 members 
Mstep: Class 16 contains 6126 members 
Mstep: Class 18 contains 976 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 34622 members 
Mstep: Class 21 contains 6661 members 
Mstep: Class 23 contains 20089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52253316.000000 Penalty: 43060.085938
Iteration 9F: 21 clusters Score -5.225332e+07 nChanged 28902
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 114469 members 
Mstep: Class 3 contains 20100 members 
Mstep: Class 4 contains 3123 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 85088 members 
Mstep: Class 7 contains 5268 members 
Mstep: Class 8 contains 2733 members 
Mstep: Class 9 contains 1190 members 
Mstep: Class 10 contains 8691 members 
Mstep: Class 11 contains 8968 members 
Mstep: Class 12 contains 3716 members 
Mstep: Class 13 contains 93028 members 
Mstep: Class 14 contains 89408 members 
Mstep: Class 15 contains 52421 members 
Mstep: Class 16 contains 6160 members 
Mstep: Class 18 contains 972 members 
Mstep: Class 19 contains 10584 members 
Mstep: Class 20 contains 33981 members 
Mstep: Class 21 contains 5174 members 
Mstep: Class 23 contains 18809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1857.622803 but Gain 2153.003906
Score: -52274120.000000 Penalty: 40907.082031
Iteration 10F: 20 clusters Score -5.227412e+07 nChanged 25585
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 113477 members 
Mstep: Class 3 contains 15319 members 
Mstep: Class 4 contains 2339 members 
Mstep: Class 5 contains 4454 members 
Mstep: Class 6 contains 89404 members 
Mstep: Class 7 contains 6108 members 
Mstep: Class 9 contains 1205 members 
Mstep: Class 10 contains 6019 members 
Mstep: Class 11 contains 9163 members 
Mstep: Class 12 contains 4093 members 
Mstep: Class 13 contains 96273 members 
Mstep: Class 14 contains 100036 members 
Mstep: Class 15 contains 46910 members 
Mstep: Class 16 contains 6183 members 
Mstep: Class 18 contains 1018 members 
Mstep: Class 19 contains 10722 members 
Mstep: Class 20 contains 33521 members 
Mstep: Class 21 contains 3809 members 
Mstep: Class 23 contains 17586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2021.717773 but Gain 2153.003906
Score: -52292832.000000 Penalty: 38754.078125
Iteration 11Q: 19 clusters Score -5.229283e+07 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112739 members 
Mstep: Class 3 contains 11598 members 
Mstep: Class 5 contains 5150 members 
Mstep: Class 6 contains 91727 members 
Mstep: Class 7 contains 7012 members 
Mstep: Class 9 contains 1218 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 9361 members 
Mstep: Class 12 contains 4280 members 
Mstep: Class 13 contains 97223 members 
Mstep: Class 14 contains 110622 members 
Mstep: Class 15 contains 42512 members 
Mstep: Class 16 contains 6187 members 
Mstep: Class 18 contains 1090 members 
Mstep: Class 19 contains 10826 members 
Mstep: Class 20 contains 33184 members 
Mstep: Class 21 contains 2697 members 
Mstep: Class 23 contains 16454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1743.981567 but Gain 2153.003906
Score: -52308376.000000 Penalty: 36601.074219
Iteration 12Q: 18 clusters Score -5.230838e+07 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112241 members 
Mstep: Class 3 contains 8455 members 
Mstep: Class 5 contains 5891 members 
Mstep: Class 6 contains 93455 members 
Mstep: Class 7 contains 7920 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 11 contains 9588 members 
Mstep: Class 12 contains 4467 members 
Mstep: Class 13 contains 97805 members 
Mstep: Class 14 contains 120236 members 
Mstep: Class 15 contains 38064 members 
Mstep: Class 16 contains 6198 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 10901 members 
Mstep: Class 20 contains 32917 members 
Mstep: Class 21 contains 1697 members 
Mstep: Class 23 contains 15410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1210.059326 but Gain 2153.003906
Score: -52322836.000000 Penalty: 34448.070312
Iteration 13Q: 17 clusters Score -5.232284e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 111912 members 
Mstep: Class 3 contains 6331 members 
Mstep: Class 5 contains 6668 members 
Mstep: Class 6 contains 94630 members 
Mstep: Class 7 contains 8880 members 
Mstep: Class 9 contains 1249 members 
Mstep: Class 11 contains 9748 members 
Mstep: Class 12 contains 4519 members 
Mstep: Class 13 contains 97019 members 
Mstep: Class 14 contains 127078 members 
Mstep: Class 15 contains 33985 members 
Mstep: Class 16 contains 6215 members 
Mstep: Class 18 contains 1256 members 
Mstep: Class 19 contains 10946 members 
Mstep: Class 20 contains 32711 members 
Mstep: Class 23 contains 14492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52331748.000000 Penalty: 34448.070312
Iteration 14Q: 17 clusters Score -5.233175e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 111744 members 
Mstep: Class 3 contains 5354 members 
Mstep: Class 5 contains 7534 members 
Mstep: Class 6 contains 95489 members 
Mstep: Class 7 contains 9916 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 11 contains 9907 members 
Mstep: Class 12 contains 4559 members 
Mstep: Class 13 contains 95480 members 
Mstep: Class 14 contains 131276 members 
Mstep: Class 15 contains 30308 members 
Mstep: Class 16 contains 6230 members 
Mstep: Class 18 contains 1367 members 
Mstep: Class 19 contains 10988 members 
Mstep: Class 20 contains 32563 members 
Mstep: Class 23 contains 13656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52338276.000000 Penalty: 34448.070312
Iteration 15Q: 17 clusters Score -5.233828e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 111740 members 
Mstep: Class 3 contains 5236 members 
Mstep: Class 5 contains 8424 members 
Mstep: Class 6 contains 96194 members 
Mstep: Class 7 contains 11058 members 
Mstep: Class 9 contains 1279 members 
Mstep: Class 11 contains 10076 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 13 contains 93341 members 
Mstep: Class 14 contains 134475 members 
Mstep: Class 15 contains 27313 members 
Mstep: Class 16 contains 6248 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 11010 members 
Mstep: Class 20 contains 32456 members 
Mstep: Class 23 contains 12863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52345484.000000 Penalty: 34448.070312
Iteration 16Q: 17 clusters Score -5.234548e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 111824 members 
Mstep: Class 3 contains 5706 members 
Mstep: Class 5 contains 9060 members 
Mstep: Class 6 contains 96774 members 
Mstep: Class 7 contains 12194 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 11 contains 10219 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 91065 members 
Mstep: Class 14 contains 137113 members 
Mstep: Class 15 contains 24816 members 
Mstep: Class 16 contains 6268 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 11024 members 
Mstep: Class 20 contains 32378 members 
Mstep: Class 23 contains 12130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52352584.000000 Penalty: 34448.070312
Iteration 17Q: 17 clusters Score -5.235258e+07 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 111923 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 5 contains 9192 members 
Mstep: Class 6 contains 97267 members 
Mstep: Class 7 contains 12994 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 11 contains 10333 members 
Mstep: Class 12 contains 3913 members 
Mstep: Class 13 contains 89514 members 
Mstep: Class 14 contains 139287 members 
Mstep: Class 15 contains 22738 members 
Mstep: Class 16 contains 6288 members 
Mstep: Class 18 contains 1572 members 
Mstep: Class 19 contains 11035 members 
Mstep: Class 20 contains 32329 members 
Mstep: Class 23 contains 11485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52358072.000000 Penalty: 34448.070312
Iteration 18Q: 17 clusters Score -5.235807e+07 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112096 members 
Mstep: Class 3 contains 7263 members 
Mstep: Class 5 contains 8965 members 
Mstep: Class 6 contains 97670 members 
Mstep: Class 7 contains 13512 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 11 contains 10434 members 
Mstep: Class 12 contains 3498 members 
Mstep: Class 13 contains 88648 members 
Mstep: Class 14 contains 141039 members 
Mstep: Class 15 contains 21043 members 
Mstep: Class 16 contains 6298 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 11038 members 
Mstep: Class 20 contains 32303 members 
Mstep: Class 23 contains 10916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52361420.000000 Penalty: 34448.070312
Iteration 19Q: 17 clusters Score -5.236142e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112292 members 
Mstep: Class 3 contains 7920 members 
Mstep: Class 5 contains 8555 members 
Mstep: Class 6 contains 98069 members 
Mstep: Class 7 contains 13829 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 11 contains 10535 members 
Mstep: Class 12 contains 3072 members 
Mstep: Class 13 contains 88311 members 
Mstep: Class 14 contains 142518 members 
Mstep: Class 15 contains 19572 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 18 contains 1647 members 
Mstep: Class 19 contains 11035 members 
Mstep: Class 20 contains 32267 members 
Mstep: Class 23 contains 10407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52363280.000000 Penalty: 34448.070312
Iteration 20F: 17 clusters Score -5.236328e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112401 members 
Mstep: Class 3 contains 8525 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 98462 members 
Mstep: Class 7 contains 14190 members 
Mstep: Class 9 contains 1317 members 
Mstep: Class 11 contains 10539 members 
Mstep: Class 12 contains 2712 members 
Mstep: Class 13 contains 88105 members 
Mstep: Class 14 contains 143758 members 
Mstep: Class 15 contains 18305 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 18 contains 1757 members 
Mstep: Class 19 contains 11035 members 
Mstep: Class 20 contains 32214 members 
Mstep: Class 23 contains 9946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52364560.000000 Penalty: 34448.070312
Iteration 21Q: 17 clusters Score -5.236456e+07 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112504 members 
Mstep: Class 3 contains 9045 members 
Mstep: Class 5 contains 7548 members 
Mstep: Class 6 contains 98823 members 
Mstep: Class 7 contains 14509 members 
Mstep: Class 9 contains 1322 members 
Mstep: Class 11 contains 10524 members 
Mstep: Class 12 contains 2451 members 
Mstep: Class 13 contains 87989 members 
Mstep: Class 14 contains 144769 members 
Mstep: Class 15 contains 17238 members 
Mstep: Class 16 contains 6304 members 
Mstep: Class 18 contains 1861 members 
Mstep: Class 19 contains 11035 members 
Mstep: Class 20 contains 32169 members 
Mstep: Class 23 contains 9548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52365764.000000 Penalty: 34448.070312
Iteration 22Q: 17 clusters Score -5.236576e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112567 members 
Mstep: Class 3 contains 9479 members 
Mstep: Class 5 contains 7038 members 
Mstep: Class 6 contains 99158 members 
Mstep: Class 7 contains 14847 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 11 contains 10519 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 87908 members 
Mstep: Class 14 contains 145642 members 
Mstep: Class 15 contains 16294 members 
Mstep: Class 16 contains 6307 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 11041 members 
Mstep: Class 20 contains 32123 members 
Mstep: Class 23 contains 9191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52366712.000000 Penalty: 34448.070312
Iteration 23Q: 17 clusters Score -5.236671e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112612 members 
Mstep: Class 3 contains 9865 members 
Mstep: Class 5 contains 6584 members 
Mstep: Class 6 contains 99468 members 
Mstep: Class 7 contains 15137 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 2071 members 
Mstep: Class 13 contains 87857 members 
Mstep: Class 14 contains 146382 members 
Mstep: Class 15 contains 15467 members 
Mstep: Class 16 contains 6303 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 11027 members 
Mstep: Class 20 contains 32085 members 
Mstep: Class 23 contains 8872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52367472.000000 Penalty: 34448.070312
Iteration 24Q: 17 clusters Score -5.236747e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112636 members 
Mstep: Class 3 contains 10206 members 
Mstep: Class 5 contains 6119 members 
Mstep: Class 6 contains 99718 members 
Mstep: Class 7 contains 15462 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 11 contains 10579 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 87789 members 
Mstep: Class 14 contains 147055 members 
Mstep: Class 15 contains 14722 members 
Mstep: Class 16 contains 6299 members 
Mstep: Class 18 contains 2121 members 
Mstep: Class 19 contains 11022 members 
Mstep: Class 20 contains 32055 members 
Mstep: Class 23 contains 8591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52368024.000000 Penalty: 34448.070312
Iteration 25Q: 17 clusters Score -5.236802e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112652 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 5 contains 5724 members 
Mstep: Class 6 contains 99932 members 
Mstep: Class 7 contains 15775 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 11 contains 10593 members 
Mstep: Class 12 contains 1816 members 
Mstep: Class 13 contains 87706 members 
Mstep: Class 14 contains 147635 members 
Mstep: Class 15 contains 14095 members 
Mstep: Class 16 contains 6300 members 
Mstep: Class 18 contains 2195 members 
Mstep: Class 19 contains 11017 members 
Mstep: Class 20 contains 32035 members 
Mstep: Class 23 contains 8352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52368496.000000 Penalty: 34448.070312
Iteration 26Q: 17 clusters Score -5.23685e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112675 members 
Mstep: Class 3 contains 10709 members 
Mstep: Class 5 contains 5384 members 
Mstep: Class 6 contains 100120 members 
Mstep: Class 7 contains 16057 members 
Mstep: Class 9 contains 1343 members 
Mstep: Class 11 contains 10594 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 87612 members 
Mstep: Class 14 contains 148141 members 
Mstep: Class 15 contains 13521 members 
Mstep: Class 16 contains 6297 members 
Mstep: Class 18 contains 2279 members 
Mstep: Class 19 contains 11014 members 
Mstep: Class 20 contains 32011 members 
Mstep: Class 23 contains 8156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52368808.000000 Penalty: 34448.070312
Iteration 27Q: 17 clusters Score -5.236881e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112677 members 
Mstep: Class 3 contains 10890 members 
Mstep: Class 5 contains 5109 members 
Mstep: Class 6 contains 100272 members 
Mstep: Class 7 contains 16329 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 11 contains 10614 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 87516 members 
Mstep: Class 14 contains 148581 members 
Mstep: Class 15 contains 13017 members 
Mstep: Class 16 contains 6297 members 
Mstep: Class 18 contains 2356 members 
Mstep: Class 19 contains 11009 members 
Mstep: Class 20 contains 31998 members 
Mstep: Class 23 contains 7990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2125.147461 but Gain 2153.005859
Score: -52369324.000000 Penalty: 32295.064453
Iteration 28Q: 16 clusters Score -5.236932e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112655 members 
Mstep: Class 3 contains 11010 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 100445 members 
Mstep: Class 7 contains 16606 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 11 contains 10640 members 
Mstep: Class 13 contains 88951 members 
Mstep: Class 14 contains 148914 members 
Mstep: Class 15 contains 12623 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 18 contains 2425 members 
Mstep: Class 19 contains 11005 members 
Mstep: Class 20 contains 31984 members 
Mstep: Class 23 contains 7843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371500.000000 Penalty: 32295.064453
Iteration 29Q: 16 clusters Score -5.23715e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112646 members 
Mstep: Class 3 contains 11118 members 
Mstep: Class 5 contains 4751 members 
Mstep: Class 6 contains 100525 members 
Mstep: Class 7 contains 16862 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 11 contains 10687 members 
Mstep: Class 13 contains 88775 members 
Mstep: Class 14 contains 149197 members 
Mstep: Class 15 contains 12293 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 11002 members 
Mstep: Class 20 contains 31968 members 
Mstep: Class 23 contains 7699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371572.000000 Penalty: 32295.064453
Iteration 30Q: 16 clusters Score -5.237157e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112639 members 
Mstep: Class 3 contains 11200 members 
Mstep: Class 5 contains 4628 members 
Mstep: Class 6 contains 100622 members 
Mstep: Class 7 contains 17095 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 11 contains 10726 members 
Mstep: Class 13 contains 88612 members 
Mstep: Class 14 contains 149449 members 
Mstep: Class 15 contains 11989 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 18 contains 2519 members 
Mstep: Class 19 contains 10997 members 
Mstep: Class 20 contains 31957 members 
Mstep: Class 23 contains 7569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371644.000000 Penalty: 32295.064453
Iteration 31Q: 16 clusters Score -5.237164e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112640 members 
Mstep: Class 3 contains 11275 members 
Mstep: Class 5 contains 4529 members 
Mstep: Class 6 contains 100716 members 
Mstep: Class 7 contains 17319 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 11 contains 10756 members 
Mstep: Class 13 contains 88426 members 
Mstep: Class 14 contains 149629 members 
Mstep: Class 15 contains 11760 members 
Mstep: Class 16 contains 6294 members 
Mstep: Class 18 contains 2552 members 
Mstep: Class 19 contains 10991 members 
Mstep: Class 20 contains 31946 members 
Mstep: Class 23 contains 7461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52371860.000000 Penalty: 32295.064453
Iteration 32Q: 16 clusters Score -5.237186e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112622 members 
Mstep: Class 3 contains 11323 members 
Mstep: Class 5 contains 4437 members 
Mstep: Class 6 contains 100798 members 
Mstep: Class 7 contains 17536 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 11 contains 10777 members 
Mstep: Class 13 contains 88271 members 
Mstep: Class 14 contains 149800 members 
Mstep: Class 15 contains 11552 members 
Mstep: Class 16 contains 6295 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 10988 members 
Mstep: Class 20 contains 31944 members 
Mstep: Class 23 contains 7366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372004.000000 Penalty: 32295.064453
Iteration 33Q: 16 clusters Score -5.2372e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112626 members 
Mstep: Class 3 contains 11335 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 100873 members 
Mstep: Class 7 contains 17734 members 
Mstep: Class 9 contains 1346 members 
Mstep: Class 11 contains 10798 members 
Mstep: Class 13 contains 88124 members 
Mstep: Class 14 contains 149945 members 
Mstep: Class 15 contains 11365 members 
Mstep: Class 16 contains 6296 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 31932 members 
Mstep: Class 23 contains 7287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372184.000000 Penalty: 32295.064453
Iteration 34Q: 16 clusters Score -5.237218e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112643 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 5 contains 4337 members 
Mstep: Class 6 contains 100945 members 
Mstep: Class 7 contains 17908 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 11 contains 10825 members 
Mstep: Class 13 contains 88013 members 
Mstep: Class 14 contains 150095 members 
Mstep: Class 15 contains 11171 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 18 contains 2645 members 
Mstep: Class 19 contains 10986 members 
Mstep: Class 20 contains 31923 members 
Mstep: Class 23 contains 7207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372272.000000 Penalty: 32295.064453
Iteration 35Q: 16 clusters Score -5.237227e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112659 members 
Mstep: Class 3 contains 11220 members 
Mstep: Class 5 contains 4297 members 
Mstep: Class 6 contains 101009 members 
Mstep: Class 7 contains 18099 members 
Mstep: Class 9 contains 1344 members 
Mstep: Class 11 contains 10853 members 
Mstep: Class 13 contains 87910 members 
Mstep: Class 14 contains 150205 members 
Mstep: Class 15 contains 11025 members 
Mstep: Class 16 contains 6307 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 10986 members 
Mstep: Class 20 contains 31921 members 
Mstep: Class 23 contains 7133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372304.000000 Penalty: 32295.064453
Iteration 36Q: 16 clusters Score -5.23723e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112671 members 
Mstep: Class 3 contains 11099 members 
Mstep: Class 5 contains 4269 members 
Mstep: Class 6 contains 101061 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 9 contains 1343 members 
Mstep: Class 11 contains 10876 members 
Mstep: Class 13 contains 87819 members 
Mstep: Class 14 contains 150307 members 
Mstep: Class 15 contains 10893 members 
Mstep: Class 16 contains 6311 members 
Mstep: Class 18 contains 2695 members 
Mstep: Class 19 contains 10981 members 
Mstep: Class 20 contains 31914 members 
Mstep: Class 23 contains 7075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372472.000000 Penalty: 32295.064453
Iteration 37Q: 16 clusters Score -5.237247e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 112682 members 
Mstep: Class 3 contains 10963 members 
Mstep: Class 5 contains 4257 members 
Mstep: Class 6 contains 101124 members 
Mstep: Class 7 contains 18540 members 
Mstep: Class 9 contains 1342 members 
Mstep: Class 11 contains 10893 members 
Mstep: Class 13 contains 87742 members 
Mstep: Class 14 contains 150394 members 
Mstep: Class 15 contains 10776 members 
Mstep: Class 16 contains 6312 members 
Mstep: Class 18 contains 2725 members 
Mstep: Class 19 contains 10976 members 
Mstep: Class 20 contains 31908 members 
Mstep: Class 23 contains 7005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52372504.000000 Penalty: 32295.064453
Iteration 38Q: 16 clusters Score -5.23725e+07 nChanged 579
Entering ConstructFrom: 
Score: -52372504.000000 Penalty: 32295.064453
Entering ConstructFrom: 
Trying to split cluster 2 (112695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112695 members 
Entering Unmasked Estep 
Score: -10588990.000000 Penalty: 1890.271606
	Iteration 0F: 2 clusters Score -1.058899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56323 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -10513782.000000 Penalty: 3780.543213
	Iteration 0F: 3 clusters Score -1.051378e+07 nChanged 53926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -10546019.000000 Penalty: 3780.543213
	Iteration 1F: 3 clusters Score -1.054602e+07 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55942 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -10548157.000000 Penalty: 3780.543213
	Iteration 2Q: 3 clusters Score -1.054816e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 56527 members 
Entering Unmasked Estep 
Score: -10550997.000000 Penalty: 3780.543213
	Iteration 3F: 3 clusters Score -1.0551e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -10554684.000000 Penalty: 3780.543213
	Iteration 4F: 3 clusters Score -1.055468e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59474 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -10559027.000000 Penalty: 3780.543213
	Iteration 5F: 3 clusters Score -1.055903e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63187 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -10563765.000000 Penalty: 3780.543213
	Iteration 6F: 3 clusters Score -1.056376e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67902 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -10569255.000000 Penalty: 3780.543213
	Iteration 7F: 3 clusters Score -1.056926e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72738 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -10573887.000000 Penalty: 3780.543213
	Iteration 8F: 3 clusters Score -1.057389e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -10577264.000000 Penalty: 3780.543213
	Iteration 9Q: 3 clusters Score -1.057726e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -10579510.000000 Penalty: 3780.543213
	Iteration 10Q: 3 clusters Score -1.057951e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83617 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -10581219.000000 Penalty: 3780.543213
	Iteration 11Q: 3 clusters Score -1.058122e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86343 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -10582599.000000 Penalty: 3780.543213
	Iteration 12Q: 3 clusters Score -1.05826e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -10583818.000000 Penalty: 3780.543213
	Iteration 13Q: 3 clusters Score -1.058382e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -10584824.000000 Penalty: 3780.543213
	Iteration 14Q: 3 clusters Score -1.058482e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92917 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -10585614.000000 Penalty: 3780.543213
	Iteration 15Q: 3 clusters Score -1.058561e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94637 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -10586330.000000 Penalty: 3780.543213
	Iteration 16Q: 3 clusters Score -1.058633e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -10586918.000000 Penalty: 3780.543213
	Iteration 17Q: 3 clusters Score -1.058692e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97374 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -10587311.000000 Penalty: 3780.543213
	Iteration 18Q: 3 clusters Score -1.058731e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98472 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -10587684.000000 Penalty: 3780.543213
	Iteration 19Q: 3 clusters Score -1.058768e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99463 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -10588093.000000 Penalty: 3780.543213
	Iteration 20F: 3 clusters Score -1.058809e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100357 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -10588504.000000 Penalty: 3780.543213
	Iteration 21Q: 3 clusters Score -1.05885e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101074 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -10588757.000000 Penalty: 3780.543213
	Iteration 22Q: 3 clusters Score -1.058876e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101680 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -10589089.000000 Penalty: 3780.543213
	Iteration 23Q: 3 clusters Score -1.058909e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102200 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -10589257.000000 Penalty: 3780.543213
	Iteration 24Q: 3 clusters Score -1.058926e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102665 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -10589420.000000 Penalty: 3780.543213
	Iteration 25Q: 3 clusters Score -1.058942e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103057 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -10589534.000000 Penalty: 3780.543213
	Iteration 26Q: 3 clusters Score -1.058953e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103348 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -10589616.000000 Penalty: 3780.543213
	Iteration 27Q: 3 clusters Score -1.058962e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103579 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -10589671.000000 Penalty: 3780.543213
	Iteration 28Q: 3 clusters Score -1.058967e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103782 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -10589681.000000 Penalty: 3780.543213
	Iteration 29Q: 3 clusters Score -1.058968e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103952 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -10589713.000000 Penalty: 3780.543213
	Iteration 30Q: 3 clusters Score -1.058971e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -10589724.000000 Penalty: 3780.543213
	Iteration 31Q: 3 clusters Score -1.058972e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104237 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -10589737.000000 Penalty: 3780.543213
	Iteration 32Q: 3 clusters Score -1.058974e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104357 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -10589749.000000 Penalty: 3780.543213
	Iteration 33Q: 3 clusters Score -1.058975e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104474 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -10589774.000000 Penalty: 3780.543213
	Iteration 34Q: 3 clusters Score -1.058977e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104598 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -10589779.000000 Penalty: 3780.543213
	Iteration 35Q: 3 clusters Score -1.058978e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104701 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -10589768.000000 Penalty: 3780.543213
	Iteration 36Q: 3 clusters Score -1.058977e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104788 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -10589761.000000 Penalty: 3780.543213
	Iteration 37Q: 3 clusters Score -1.058976e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -10589787.000000 Penalty: 3780.543213
	Iteration 38Q: 3 clusters Score -1.058979e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -10589794.000000 Penalty: 3780.543213
	Iteration 39Q: 3 clusters Score -1.058979e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105024 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -10589806.000000 Penalty: 3780.543213
	Iteration 40F: 3 clusters Score -1.058981e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -10589820.000000 Penalty: 3780.543213
	Iteration 41Q: 3 clusters Score -1.058982e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -10589822.000000 Penalty: 3780.543213
	Iteration 42Q: 3 clusters Score -1.058982e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105193 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -10589809.000000 Penalty: 3780.543213
	Iteration 43Q: 3 clusters Score -1.058981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105233 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -10589820.000000 Penalty: 3780.543213
	Iteration 44Q: 3 clusters Score -1.058982e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -10589819.000000 Penalty: 3780.543213
	Iteration 45Q: 3 clusters Score -1.058982e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105302 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -10589823.000000 Penalty: 3780.543213
	Iteration 46Q: 3 clusters Score -1.058982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105333 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -10589827.000000 Penalty: 3780.543213
	Iteration 47Q: 3 clusters Score -1.058983e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105361 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -10589823.000000 Penalty: 3780.543213
	Iteration 48Q: 3 clusters Score -1.058982e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105391 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -10589814.000000 Penalty: 3780.543213
	Iteration 49Q: 3 clusters Score -1.058981e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105421 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -10589810.000000 Penalty: 3780.543213
	Iteration 50Q: 3 clusters Score -1.058981e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -10589800.000000 Penalty: 3780.543213
	Iteration 51Q: 3 clusters Score -1.05898e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105465 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -10589801.000000 Penalty: 3780.543213
	Iteration 52Q: 3 clusters Score -1.05898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -10589798.000000 Penalty: 3780.543213
	Iteration 53Q: 3 clusters Score -1.05898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105499 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -10589805.000000 Penalty: 3780.543213
	Iteration 54Q: 3 clusters Score -1.05898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105511 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -10589796.000000 Penalty: 3780.543213
	Iteration 55Q: 3 clusters Score -1.05898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105514 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -10589803.000000 Penalty: 3780.543213
	Iteration 56Q: 3 clusters Score -1.05898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105516 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -10589797.000000 Penalty: 3780.543213
	Iteration 57Q: 3 clusters Score -1.05898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105521 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -10589795.000000 Penalty: 3780.543213
	Iteration 58Q: 3 clusters Score -1.05898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105523 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -10589797.000000 Penalty: 3780.543213
	Iteration 59Q: 3 clusters Score -1.05898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105525 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -10589791.000000 Penalty: 3780.543213
	Iteration 60F: 3 clusters Score -1.058979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105527 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -10589796.000000 Penalty: 3780.543213
	Iteration 61Q: 3 clusters Score -1.05898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105532 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -10589798.000000 Penalty: 3780.543213
	Iteration 62Q: 3 clusters Score -1.05898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105535 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -10589796.000000 Penalty: 3780.543213
	Iteration 63Q: 3 clusters Score -1.05898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105537 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -10589800.000000 Penalty: 3780.543213
	Iteration 64Q: 3 clusters Score -1.05898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105537 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -10589800.000000 Penalty: 3780.543213
	Iteration 65F: 3 clusters Score -1.05898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 105537 members 
Mstep: Class 3 contains 10804 members 
Mstep: Class 5 contains 4247 members 
Mstep: Class 6 contains 101177 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 9 contains 1342 members 
Mstep: Class 11 contains 10917 members 
Mstep: Class 13 contains 87676 members 
Mstep: Class 14 contains 150461 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 10971 members 
Mstep: Class 20 contains 31901 members 
Mstep: Class 23 contains 6952 members 
Entering Unmasked Estep 
Score: -52373364.000000 Penalty: 34448.070312
Splitting cluster 2 changes total score from -52372504.000000 to -52373364.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (10804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Entering Unmasked Estep 
Score: -1039746.750000 Penalty: 1509.246704
	Iteration 0F: 2 clusters Score -1039747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1032105.562500 Penalty: 3018.493408
	Iteration 0F: 3 clusters Score -1032106 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1034695.750000 Penalty: 3018.493408
	Iteration 1F: 3 clusters Score -1034696 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1035070.000000 Penalty: 3018.493408
	Iteration 2F: 3 clusters Score -1035070 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1035468.625000 Penalty: 3018.493408
	Iteration 3F: 3 clusters Score -1035469 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1035900.687500 Penalty: 3018.493408
	Iteration 4F: 3 clusters Score -1035901 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1036431.562500 Penalty: 3018.493408
	Iteration 5F: 3 clusters Score -1036432 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1037090.875000 Penalty: 3018.493408
	Iteration 6F: 3 clusters Score -1037091 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1037789.187500 Penalty: 3018.493408
	Iteration 7F: 3 clusters Score -1037789 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1038402.625000 Penalty: 3018.493408
	Iteration 8F: 3 clusters Score -1038403 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1038788.312500 Penalty: 3018.493408
	Iteration 9Q: 3 clusters Score -1038788 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1039012.562500 Penalty: 3018.493408
	Iteration 10Q: 3 clusters Score -1039013 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1039150.750000 Penalty: 3018.493408
	Iteration 11Q: 3 clusters Score -1039151 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1039243.687500 Penalty: 3018.493408
	Iteration 12Q: 3 clusters Score -1039244 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1039291.750000 Penalty: 3018.493408
	Iteration 13Q: 3 clusters Score -1039292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1039311.250000 Penalty: 3018.493408
	Iteration 14Q: 3 clusters Score -1039311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1039323.687500 Penalty: 3018.493408
	Iteration 15Q: 3 clusters Score -1039324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1039334.687500 Penalty: 3018.493408
	Iteration 16Q: 3 clusters Score -1039335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1039339.687500 Penalty: 3018.493408
	Iteration 17Q: 3 clusters Score -1039340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1039345.687500 Penalty: 3018.493408
	Iteration 18Q: 3 clusters Score -1039346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1039345.875000 Penalty: 3018.493408
	Iteration 19Q: 3 clusters Score -1039346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1039349.750000 Penalty: 3018.493408
	Iteration 20F: 3 clusters Score -1039350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1039351.187500 Penalty: 3018.493408
	Iteration 21Q: 3 clusters Score -1039351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1039351.125000 Penalty: 3018.493408
	Iteration 22Q: 3 clusters Score -1039351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1039352.312500 Penalty: 3018.493408
	Iteration 23Q: 3 clusters Score -1039352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1039352.312500 Penalty: 3018.493408
	Iteration 24Q: 3 clusters Score -1039352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1039354.375000 Penalty: 3018.493408
	Iteration 25Q: 3 clusters Score -1039354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1039354.625000 Penalty: 3018.493408
	Iteration 26Q: 3 clusters Score -1039355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1039353.375000 Penalty: 3018.493408
	Iteration 27Q: 3 clusters Score -1039353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1039353.687500 Penalty: 3018.493408
	Iteration 28Q: 3 clusters Score -1039354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1039353.687500 Penalty: 3018.493408
	Iteration 29F: 3 clusters Score -1039354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -395260.906250 Penalty: 1357.519775
	Iteration 0F: 2 clusters Score -395260.9 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 2104 members 
Entering Unmasked Estep 
Score: -391790.750000 Penalty: 2715.039551
	Iteration 0F: 3 clusters Score -391790.8 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -392699.343750 Penalty: 2715.039551
	Iteration 1F: 3 clusters Score -392699.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -392947.125000 Penalty: 2715.039551
	Iteration 2F: 3 clusters Score -392947.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -393148.312500 Penalty: 2715.039551
	Iteration 3F: 3 clusters Score -393148.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -393315.281250 Penalty: 2715.039551
	Iteration 4F: 3 clusters Score -393315.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -393474.062500 Penalty: 2715.039551
	Iteration 5Q: 3 clusters Score -393474.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -393613.281250 Penalty: 2715.039551
	Iteration 6Q: 3 clusters Score -393613.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -393739.156250 Penalty: 2715.039551
	Iteration 7Q: 3 clusters Score -393739.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -393836.437500 Penalty: 2715.039551
	Iteration 8Q: 3 clusters Score -393836.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -393943.218750 Penalty: 2715.039551
	Iteration 9Q: 3 clusters Score -393943.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -394034.031250 Penalty: 2715.039551
	Iteration 10Q: 3 clusters Score -394034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -394118.281250 Penalty: 2715.039551
	Iteration 11Q: 3 clusters Score -394118.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -394196.437500 Penalty: 2715.039551
	Iteration 12Q: 3 clusters Score -394196.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -394257.062500 Penalty: 2715.039551
	Iteration 13Q: 3 clusters Score -394257.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -394294.406250 Penalty: 2715.039551
	Iteration 14Q: 3 clusters Score -394294.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -394318.718750 Penalty: 2715.039551
	Iteration 15Q: 3 clusters Score -394318.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -394339.593750 Penalty: 2715.039551
	Iteration 16Q: 3 clusters Score -394339.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -394357.656250 Penalty: 2715.039551
	Iteration 17Q: 3 clusters Score -394357.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -394376.562500 Penalty: 2715.039551
	Iteration 18Q: 3 clusters Score -394376.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -394391.718750 Penalty: 2715.039551
	Iteration 19Q: 3 clusters Score -394391.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -394400.343750 Penalty: 2715.039551
	Iteration 20F: 3 clusters Score -394400.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -394410.343750 Penalty: 2715.039551
	Iteration 21Q: 3 clusters Score -394410.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -394417.687500 Penalty: 2715.039551
	Iteration 22Q: 3 clusters Score -394417.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -394422.781250 Penalty: 2715.039551
	Iteration 23Q: 3 clusters Score -394422.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -394428.656250 Penalty: 2715.039551
	Iteration 24Q: 3 clusters Score -394428.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -394434.031250 Penalty: 2715.039551
	Iteration 25Q: 3 clusters Score -394434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -394437.500000 Penalty: 2715.039551
	Iteration 26Q: 3 clusters Score -394437.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -394440.125000 Penalty: 2715.039551
	Iteration 27Q: 3 clusters Score -394440.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -394442.500000 Penalty: 2715.039551
	Iteration 28Q: 3 clusters Score -394442.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -394445.187500 Penalty: 2715.039551
	Iteration 29Q: 3 clusters Score -394445.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -394447.156250 Penalty: 2715.039551
	Iteration 30Q: 3 clusters Score -394447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -394447.718750 Penalty: 2715.039551
	Iteration 31Q: 3 clusters Score -394447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -394449.687500 Penalty: 2715.039551
	Iteration 32Q: 3 clusters Score -394449.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -394450.062500 Penalty: 2715.039551
	Iteration 33Q: 3 clusters Score -394450.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -394452.718750 Penalty: 2715.039551
	Iteration 34Q: 3 clusters Score -394452.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -394456.125000 Penalty: 2715.039551
	Iteration 35Q: 3 clusters Score -394456.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -394457.937500 Penalty: 2715.039551
	Iteration 36Q: 3 clusters Score -394457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -394459.343750 Penalty: 2715.039551
	Iteration 37Q: 3 clusters Score -394459.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -394460.312500 Penalty: 2715.039551
	Iteration 38Q: 3 clusters Score -394460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -394462.062500 Penalty: 2715.039551
	Iteration 39Q: 3 clusters Score -394462.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -394461.875000 Penalty: 2715.039551
	Iteration 40F: 3 clusters Score -394461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (101177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101177 members 
Entering Unmasked Estep 
Score: -9512386.000000 Penalty: 1872.751831
	Iteration 0F: 2 clusters Score -9512386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -9444977.000000 Penalty: 3745.503662
	Iteration 0F: 3 clusters Score -9444977 nChanged 48369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -9473401.000000 Penalty: 3745.503662
	Iteration 1F: 3 clusters Score -9473401 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -9474402.000000 Penalty: 3745.503662
	Iteration 2Q: 3 clusters Score -9474402 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -9475822.000000 Penalty: 3745.503662
	Iteration 3Q: 3 clusters Score -9475822 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -9477502.000000 Penalty: 3745.503662
	Iteration 4Q: 3 clusters Score -9477502 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -9479543.000000 Penalty: 3745.503662
	Iteration 5Q: 3 clusters Score -9479543 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -9481633.000000 Penalty: 3745.503662
	Iteration 6Q: 3 clusters Score -9481633 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -9483613.000000 Penalty: 3745.503662
	Iteration 7Q: 3 clusters Score -9483613 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -9485304.000000 Penalty: 3745.503662
	Iteration 8Q: 3 clusters Score -9485304 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -9486656.000000 Penalty: 3745.503662
	Iteration 9Q: 3 clusters Score -9486656 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48166 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -9487713.000000 Penalty: 3745.503662
	Iteration 10Q: 3 clusters Score -9487713 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -9488536.000000 Penalty: 3745.503662
	Iteration 11Q: 3 clusters Score -9488536 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 54912 members 
Entering Unmasked Estep 
Score: -9489026.000000 Penalty: 3745.503662
	Iteration 12Q: 3 clusters Score -9489026 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 56118 members 
Entering Unmasked Estep 
Score: -9489481.000000 Penalty: 3745.503662
	Iteration 13Q: 3 clusters Score -9489481 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 57680 members 
Entering Unmasked Estep 
Score: -9490004.000000 Penalty: 3745.503662
	Iteration 14Q: 3 clusters Score -9490004 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 59602 members 
Entering Unmasked Estep 
Score: -9490481.000000 Penalty: 3745.503662
	Iteration 15Q: 3 clusters Score -9490481 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -9491137.000000 Penalty: 3745.503662
	Iteration 16Q: 3 clusters Score -9491137 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -9492031.000000 Penalty: 3745.503662
	Iteration 17Q: 3 clusters Score -9492031 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 68246 members 
Entering Unmasked Estep 
Score: -9493296.000000 Penalty: 3745.503662
	Iteration 18Q: 3 clusters Score -9493296 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 72307 members 
Entering Unmasked Estep 
Score: -9494945.000000 Penalty: 3745.503662
	Iteration 19Q: 3 clusters Score -9494945 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 76844 members 
Entering Unmasked Estep 
Score: -9497013.000000 Penalty: 3745.503662
	Iteration 20F: 3 clusters Score -9497013 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 81694 members 
Entering Unmasked Estep 
Score: -9499680.000000 Penalty: 3745.503662
	Iteration 21Q: 3 clusters Score -9499680 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 86428 members 
Entering Unmasked Estep 
Score: -9502333.000000 Penalty: 3745.503662
	Iteration 22Q: 3 clusters Score -9502333 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -9504877.000000 Penalty: 3745.503662
	Iteration 23Q: 3 clusters Score -9504877 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 94026 members 
Entering Unmasked Estep 
Score: -9506844.000000 Penalty: 3745.503662
	Iteration 24Q: 3 clusters Score -9506844 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 96496 members 
Entering Unmasked Estep 
Score: -9508268.000000 Penalty: 3745.503662
	Iteration 25Q: 3 clusters Score -9508268 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -9509225.000000 Penalty: 3745.503662
	Iteration 26Q: 3 clusters Score -9509225 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 99103 members 
Entering Unmasked Estep 
Score: -9509835.000000 Penalty: 3745.503662
	Iteration 27Q: 3 clusters Score -9509835 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 99703 members 
Entering Unmasked Estep 
Score: -9510201.000000 Penalty: 3745.503662
	Iteration 28Q: 3 clusters Score -9510201 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 100039 members 
Entering Unmasked Estep 
Score: -9510448.000000 Penalty: 3745.503662
	Iteration 29Q: 3 clusters Score -9510448 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 100223 members 
Entering Unmasked Estep 
Score: -9510559.000000 Penalty: 3745.503662
	Iteration 30Q: 3 clusters Score -9510559 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 100342 members 
Entering Unmasked Estep 
Score: -9510633.000000 Penalty: 3745.503662
	Iteration 31Q: 3 clusters Score -9510633 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 100431 members 
Entering Unmasked Estep 
Score: -9510685.000000 Penalty: 3745.503662
	Iteration 32Q: 3 clusters Score -9510685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 100487 members 
Entering Unmasked Estep 
Score: -9510741.000000 Penalty: 3745.503662
	Iteration 33Q: 3 clusters Score -9510741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 100514 members 
Entering Unmasked Estep 
Score: -9510764.000000 Penalty: 3745.503662
	Iteration 34Q: 3 clusters Score -9510764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 100540 members 
Entering Unmasked Estep 
Score: -9510782.000000 Penalty: 3745.503662
	Iteration 35Q: 3 clusters Score -9510782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 100554 members 
Entering Unmasked Estep 
Score: -9510802.000000 Penalty: 3745.503662
	Iteration 36Q: 3 clusters Score -9510802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 100564 members 
Entering Unmasked Estep 
Score: -9510802.000000 Penalty: 3745.503662
	Iteration 37Q: 3 clusters Score -9510802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 100576 members 
Entering Unmasked Estep 
Score: -9510808.000000 Penalty: 3745.503662
	Iteration 38Q: 3 clusters Score -9510808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 100578 members 
Entering Unmasked Estep 
Score: -9510808.000000 Penalty: 3745.503662
	Iteration 39Q: 3 clusters Score -9510808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 100585 members 
Entering Unmasked Estep 
Score: -9510810.000000 Penalty: 3745.503662
	Iteration 40F: 3 clusters Score -9510810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -9510820.000000 Penalty: 3745.503662
	Iteration 41Q: 3 clusters Score -9510820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 100596 members 
Entering Unmasked Estep 
Score: -9510822.000000 Penalty: 3745.503662
	Iteration 42Q: 3 clusters Score -9510822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 100599 members 
Entering Unmasked Estep 
Score: -9510830.000000 Penalty: 3745.503662
	Iteration 43Q: 3 clusters Score -9510830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -9510829.000000 Penalty: 3745.503662
	Iteration 44Q: 3 clusters Score -9510829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -9510835.000000 Penalty: 3745.503662
	Iteration 45Q: 3 clusters Score -9510835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -9510830.000000 Penalty: 3745.503662
	Iteration 46Q: 3 clusters Score -9510830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -9510830.000000 Penalty: 3745.503662
	Iteration 47F: 3 clusters Score -9510830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Entering Unmasked Estep 
Score: -1785936.500000 Penalty: 1598.881104
	Iteration 0F: 2 clusters Score -1785936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1773070.500000 Penalty: 3197.762207
	Iteration 0F: 3 clusters Score -1773070 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1777571.000000 Penalty: 3197.762207
	Iteration 1F: 3 clusters Score -1777571 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1777872.875000 Penalty: 3197.762207
	Iteration 2Q: 3 clusters Score -1777873 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1778113.000000 Penalty: 3197.762207
	Iteration 3Q: 3 clusters Score -1778113 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1778313.250000 Penalty: 3197.762207
	Iteration 4Q: 3 clusters Score -1778313 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1778485.875000 Penalty: 3197.762207
	Iteration 5Q: 3 clusters Score -1778486 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1778677.625000 Penalty: 3197.762207
	Iteration 6Q: 3 clusters Score -1778678 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1778869.125000 Penalty: 3197.762207
	Iteration 7Q: 3 clusters Score -1778869 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1779072.750000 Penalty: 3197.762207
	Iteration 8Q: 3 clusters Score -1779073 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1779282.625000 Penalty: 3197.762207
	Iteration 9Q: 3 clusters Score -1779283 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1779543.750000 Penalty: 3197.762207
	Iteration 10Q: 3 clusters Score -1779544 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1779799.000000 Penalty: 3197.762207
	Iteration 11Q: 3 clusters Score -1779799 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1780071.875000 Penalty: 3197.762207
	Iteration 12Q: 3 clusters Score -1780072 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1780345.125000 Penalty: 3197.762207
	Iteration 13Q: 3 clusters Score -1780345 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1780616.375000 Penalty: 3197.762207
	Iteration 14Q: 3 clusters Score -1780616 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1780849.500000 Penalty: 3197.762207
	Iteration 15Q: 3 clusters Score -1780850 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1781078.500000 Penalty: 3197.762207
	Iteration 16Q: 3 clusters Score -1781078 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1781275.750000 Penalty: 3197.762207
	Iteration 17Q: 3 clusters Score -1781276 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -1781457.000000 Penalty: 3197.762207
	Iteration 18Q: 3 clusters Score -1781457 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1781654.500000 Penalty: 3197.762207
	Iteration 19Q: 3 clusters Score -1781654 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1781839.375000 Penalty: 3197.762207
	Iteration 20F: 3 clusters Score -1781839 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -1782013.750000 Penalty: 3197.762207
	Iteration 21Q: 3 clusters Score -1782014 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1782149.375000 Penalty: 3197.762207
	Iteration 22Q: 3 clusters Score -1782149 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1782280.750000 Penalty: 3197.762207
	Iteration 23Q: 3 clusters Score -1782281 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1782408.625000 Penalty: 3197.762207
	Iteration 24Q: 3 clusters Score -1782409 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1782527.625000 Penalty: 3197.762207
	Iteration 25Q: 3 clusters Score -1782528 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1782647.625000 Penalty: 3197.762207
	Iteration 26Q: 3 clusters Score -1782648 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1782756.500000 Penalty: 3197.762207
	Iteration 27Q: 3 clusters Score -1782756 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1782862.500000 Penalty: 3197.762207
	Iteration 28Q: 3 clusters Score -1782862 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1782976.375000 Penalty: 3197.762207
	Iteration 29Q: 3 clusters Score -1782976 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -1783092.000000 Penalty: 3197.762207
	Iteration 30Q: 3 clusters Score -1783092 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1783203.125000 Penalty: 3197.762207
	Iteration 31Q: 3 clusters Score -1783203 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -1783316.875000 Penalty: 3197.762207
	Iteration 32Q: 3 clusters Score -1783317 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1783483.125000 Penalty: 3197.762207
	Iteration 33Q: 3 clusters Score -1783483 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -1783639.125000 Penalty: 3197.762207
	Iteration 34Q: 3 clusters Score -1783639 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -1783772.125000 Penalty: 3197.762207
	Iteration 35Q: 3 clusters Score -1783772 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -1783888.125000 Penalty: 3197.762207
	Iteration 36Q: 3 clusters Score -1783888 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -1784004.125000 Penalty: 3197.762207
	Iteration 37Q: 3 clusters Score -1784004 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1784120.125000 Penalty: 3197.762207
	Iteration 38Q: 3 clusters Score -1784120 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -1784219.250000 Penalty: 3197.762207
	Iteration 39Q: 3 clusters Score -1784219 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -1784290.750000 Penalty: 3197.762207
	Iteration 40F: 3 clusters Score -1784291 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -1784361.875000 Penalty: 3197.762207
	Iteration 41Q: 3 clusters Score -1784362 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -1784409.750000 Penalty: 3197.762207
	Iteration 42Q: 3 clusters Score -1784410 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1784449.625000 Penalty: 3197.762207
	Iteration 43Q: 3 clusters Score -1784450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -1784479.875000 Penalty: 3197.762207
	Iteration 44Q: 3 clusters Score -1784480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1784498.875000 Penalty: 3197.762207
	Iteration 45Q: 3 clusters Score -1784499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -1784520.250000 Penalty: 3197.762207
	Iteration 46Q: 3 clusters Score -1784520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -1784545.625000 Penalty: 3197.762207
	Iteration 47Q: 3 clusters Score -1784546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1784563.625000 Penalty: 3197.762207
	Iteration 48Q: 3 clusters Score -1784564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1784579.750000 Penalty: 3197.762207
	Iteration 49Q: 3 clusters Score -1784580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1784589.125000 Penalty: 3197.762207
	Iteration 50Q: 3 clusters Score -1784589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -1784595.875000 Penalty: 3197.762207
	Iteration 51Q: 3 clusters Score -1784596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -1784602.250000 Penalty: 3197.762207
	Iteration 52Q: 3 clusters Score -1784602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -1784607.125000 Penalty: 3197.762207
	Iteration 53Q: 3 clusters Score -1784607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1784611.750000 Penalty: 3197.762207
	Iteration 54Q: 3 clusters Score -1784612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1784625.625000 Penalty: 3197.762207
	Iteration 55Q: 3 clusters Score -1784626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1784628.750000 Penalty: 3197.762207
	Iteration 56Q: 3 clusters Score -1784629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -1784630.000000 Penalty: 3197.762207
	Iteration 57Q: 3 clusters Score -1784630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1784632.875000 Penalty: 3197.762207
	Iteration 58Q: 3 clusters Score -1784633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -1784634.500000 Penalty: 3197.762207
	Iteration 59Q: 3 clusters Score -1784634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1784638.000000 Penalty: 3197.762207
	Iteration 60F: 3 clusters Score -1784638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -1784644.125000 Penalty: 3197.762207
	Iteration 61Q: 3 clusters Score -1784644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -1784646.750000 Penalty: 3197.762207
	Iteration 62Q: 3 clusters Score -1784647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1784654.250000 Penalty: 3197.762207
	Iteration 63Q: 3 clusters Score -1784654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -1784656.750000 Penalty: 3197.762207
	Iteration 64Q: 3 clusters Score -1784657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -1784657.500000 Penalty: 3197.762207
	Iteration 65Q: 3 clusters Score -1784658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -1784657.000000 Penalty: 3197.762207
	Iteration 66Q: 3 clusters Score -1784657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -1784656.750000 Penalty: 3197.762207
	Iteration 67Q: 3 clusters Score -1784657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -1784659.125000 Penalty: 3197.762207
	Iteration 68Q: 3 clusters Score -1784659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1784657.750000 Penalty: 3197.762207
	Iteration 69Q: 3 clusters Score -1784658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1784660.250000 Penalty: 3197.762207
	Iteration 70Q: 3 clusters Score -1784660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -1784660.250000 Penalty: 3197.762207
	Iteration 71F: 3 clusters Score -1784660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -113268.914062 Penalty: 1170.311401
	Iteration 0F: 2 clusters Score -113268.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -111695.171875 Penalty: 2340.622803
	Iteration 0F: 3 clusters Score -111695.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -112450.398438 Penalty: 2340.622803
	Iteration 1F: 3 clusters Score -112450.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -112831.015625 Penalty: 2340.622803
	Iteration 2F: 3 clusters Score -112831 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -113060.945312 Penalty: 2340.622803
	Iteration 3F: 3 clusters Score -113060.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -113216.343750 Penalty: 2340.622803
	Iteration 4F: 3 clusters Score -113216.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -113304.648438 Penalty: 2340.622803
	Iteration 5Q: 3 clusters Score -113304.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -113382.367188 Penalty: 2340.622803
	Iteration 6Q: 3 clusters Score -113382.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -113464.742188 Penalty: 2340.622803
	Iteration 7Q: 3 clusters Score -113464.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -113560.750000 Penalty: 2340.622803
	Iteration 8Q: 3 clusters Score -113560.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -113638.289062 Penalty: 2340.622803
	Iteration 9Q: 3 clusters Score -113638.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113688.078125 Penalty: 2340.622803
	Iteration 10Q: 3 clusters Score -113688.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113705.234375 Penalty: 2340.622803
	Iteration 11Q: 3 clusters Score -113705.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113717.468750 Penalty: 2340.622803
	Iteration 12Q: 3 clusters Score -113717.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -113724.671875 Penalty: 2340.622803
	Iteration 13Q: 3 clusters Score -113724.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -113729.320312 Penalty: 2340.622803
	Iteration 14Q: 3 clusters Score -113729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113730.703125 Penalty: 2340.622803
	Iteration 15Q: 3 clusters Score -113730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113730.703125 Penalty: 2340.622803
	Iteration 16F: 3 clusters Score -113730.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 105537 members 
Mstep: Class 3 contains 10804 members 
Mstep: Class 4 contains 524 members 
Mstep: Class 5 contains 4247 members 
Mstep: Class 6 contains 101177 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 9 contains 818 members 
Mstep: Class 11 contains 10917 members 
Mstep: Class 13 contains 87676 members 
Mstep: Class 14 contains 150461 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 10971 members 
Mstep: Class 20 contains 31901 members 
Mstep: Class 23 contains 6952 members 
Entering Unmasked Estep 
Score: -52372820.000000 Penalty: 36601.074219
Splitting cluster 9 changes total score from -52372504.000000 to -52372820.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 11 (10917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Entering Unmasked Estep 
Score: -960871.562500 Penalty: 1510.937500
	Iteration 0F: 2 clusters Score -960871.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -953214.375000 Penalty: 3021.875000
	Iteration 0F: 3 clusters Score -953214.4 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -956065.562500 Penalty: 3021.875000
	Iteration 1F: 3 clusters Score -956065.6 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -956644.250000 Penalty: 3021.875000
	Iteration 2F: 3 clusters Score -956644.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -957316.937500 Penalty: 3021.875000
	Iteration 3F: 3 clusters Score -957316.9 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -958350.437500 Penalty: 3021.875000
	Iteration 4F: 3 clusters Score -958350.4 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -959768.750000 Penalty: 3021.875000
	Iteration 5F: 3 clusters Score -959768.8 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -961543.625000 Penalty: 3021.875000
	Iteration 6F: 3 clusters Score -961543.6 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -962822.375000 Penalty: 3021.875000
	Iteration 7F: 3 clusters Score -962822.4 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -963243.437500 Penalty: 3021.875000
	Iteration 8Q: 3 clusters Score -963243.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -963382.187500 Penalty: 3021.875000
	Iteration 9Q: 3 clusters Score -963382.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -963466.250000 Penalty: 3021.875000
	Iteration 10Q: 3 clusters Score -963466.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -963507.750000 Penalty: 3021.875000
	Iteration 11Q: 3 clusters Score -963507.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -963537.500000 Penalty: 3021.875000
	Iteration 12Q: 3 clusters Score -963537.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -963548.750000 Penalty: 3021.875000
	Iteration 13Q: 3 clusters Score -963548.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -963553.937500 Penalty: 3021.875000
	Iteration 14Q: 3 clusters Score -963553.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -963558.500000 Penalty: 3021.875000
	Iteration 15Q: 3 clusters Score -963558.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -963562.687500 Penalty: 3021.875000
	Iteration 16Q: 3 clusters Score -963562.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -963567.562500 Penalty: 3021.875000
	Iteration 17Q: 3 clusters Score -963567.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -963570.187500 Penalty: 3021.875000
	Iteration 18Q: 3 clusters Score -963570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -963570.875000 Penalty: 3021.875000
	Iteration 19Q: 3 clusters Score -963570.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -963575.687500 Penalty: 3021.875000
	Iteration 20F: 3 clusters Score -963575.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -963576.437500 Penalty: 3021.875000
	Iteration 21Q: 3 clusters Score -963576.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -963579.375000 Penalty: 3021.875000
	Iteration 22Q: 3 clusters Score -963579.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -963580.812500 Penalty: 3021.875000
	Iteration 23Q: 3 clusters Score -963580.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -963580.500000 Penalty: 3021.875000
	Iteration 24Q: 3 clusters Score -963580.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -963581.937500 Penalty: 3021.875000
	Iteration 25Q: 3 clusters Score -963581.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -963582.750000 Penalty: 3021.875000
	Iteration 26Q: 3 clusters Score -963582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -963581.250000 Penalty: 3021.875000
	Iteration 27Q: 3 clusters Score -963581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -963582.062500 Penalty: 3021.875000
	Iteration 28Q: 3 clusters Score -963582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -963584.062500 Penalty: 3021.875000
	Iteration 29Q: 3 clusters Score -963584.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -963583.687500 Penalty: 3021.875000
	Iteration 30Q: 3 clusters Score -963583.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -963585.125000 Penalty: 3021.875000
	Iteration 31Q: 3 clusters Score -963585.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -963587.562500 Penalty: 3021.875000
	Iteration 32Q: 3 clusters Score -963587.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -963590.000000 Penalty: 3021.875000
	Iteration 33Q: 3 clusters Score -963590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -963588.625000 Penalty: 3021.875000
	Iteration 34Q: 3 clusters Score -963588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -963589.437500 Penalty: 3021.875000
	Iteration 35Q: 3 clusters Score -963589.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -963589.437500 Penalty: 3021.875000
	Iteration 36Q: 3 clusters Score -963589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -963591.000000 Penalty: 3021.875000
	Iteration 37Q: 3 clusters Score -963591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -963591.125000 Penalty: 3021.875000
	Iteration 38Q: 3 clusters Score -963591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -963593.625000 Penalty: 3021.875000
	Iteration 39Q: 3 clusters Score -963593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -963592.000000 Penalty: 3021.875000
	Iteration 40F: 3 clusters Score -963592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -963592.312500 Penalty: 3021.875000
	Iteration 41Q: 3 clusters Score -963592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -963592.250000 Penalty: 3021.875000
	Iteration 42Q: 3 clusters Score -963592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -963592.250000 Penalty: 3021.875000
	Iteration 43F: 3 clusters Score -963592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 105537 members 
Mstep: Class 3 contains 10804 members 
Mstep: Class 4 contains 524 members 
Mstep: Class 5 contains 4247 members 
Mstep: Class 6 contains 101177 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 8 contains 4020 members 
Mstep: Class 9 contains 818 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 13 contains 87676 members 
Mstep: Class 14 contains 150461 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 10971 members 
Mstep: Class 20 contains 31901 members 
Mstep: Class 23 contains 6952 members 
Entering Unmasked Estep 
Score: -52374888.000000 Penalty: 38754.078125
Splitting cluster 11 changes total score from -52372504.000000 to -52374888.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 13 (87676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Entering Unmasked Estep 
Score: -8374502.000000 Penalty: 1849.478149
	Iteration 0F: 2 clusters Score -8374502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -8315884.500000 Penalty: 3698.956299
	Iteration 0F: 3 clusters Score -8315884 nChanged 41922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -8340288.500000 Penalty: 3698.956299
	Iteration 1F: 3 clusters Score -8340288 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -8341371.500000 Penalty: 3698.956299
	Iteration 2Q: 3 clusters Score -8341372 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -8342861.500000 Penalty: 3698.956299
	Iteration 3Q: 3 clusters Score -8342862 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -8345101.000000 Penalty: 3698.956299
	Iteration 4Q: 3 clusters Score -8345101 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -8348270.000000 Penalty: 3698.956299
	Iteration 5F: 3 clusters Score -8348270 nChanged 5637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 62092 members 
Entering Unmasked Estep 
Score: -8352327.000000 Penalty: 3698.956299
	Iteration 6F: 3 clusters Score -8352327 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -8357029.000000 Penalty: 3698.956299
	Iteration 7F: 3 clusters Score -8357029 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -8361928.500000 Penalty: 3698.956299
	Iteration 8F: 3 clusters Score -8361928 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -8366061.000000 Penalty: 3698.956299
	Iteration 9F: 3 clusters Score -8366061 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 81154 members 
Entering Unmasked Estep 
Score: -8368816.000000 Penalty: 3698.956299
	Iteration 10Q: 3 clusters Score -8368816 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 83108 members 
Entering Unmasked Estep 
Score: -8370451.500000 Penalty: 3698.956299
	Iteration 11Q: 3 clusters Score -8370452 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 84318 members 
Entering Unmasked Estep 
Score: -8371294.500000 Penalty: 3698.956299
	Iteration 12Q: 3 clusters Score -8371294 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -8371802.000000 Penalty: 3698.956299
	Iteration 13Q: 3 clusters Score -8371802 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -8372075.500000 Penalty: 3698.956299
	Iteration 14Q: 3 clusters Score -8372076 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 85948 members 
Entering Unmasked Estep 
Score: -8372252.000000 Penalty: 3698.956299
	Iteration 15Q: 3 clusters Score -8372252 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 86219 members 
Entering Unmasked Estep 
Score: -8372409.000000 Penalty: 3698.956299
	Iteration 16Q: 3 clusters Score -8372409 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 86425 members 
Entering Unmasked Estep 
Score: -8372494.000000 Penalty: 3698.956299
	Iteration 17Q: 3 clusters Score -8372494 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 86577 members 
Entering Unmasked Estep 
Score: -8372564.000000 Penalty: 3698.956299
	Iteration 18Q: 3 clusters Score -8372564 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -8372624.000000 Penalty: 3698.956299
	Iteration 19Q: 3 clusters Score -8372624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -8372672.500000 Penalty: 3698.956299
	Iteration 20F: 3 clusters Score -8372672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -8372715.500000 Penalty: 3698.956299
	Iteration 21Q: 3 clusters Score -8372716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 86936 members 
Entering Unmasked Estep 
Score: -8372746.000000 Penalty: 3698.956299
	Iteration 22Q: 3 clusters Score -8372746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -8372760.000000 Penalty: 3698.956299
	Iteration 23Q: 3 clusters Score -8372760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -8372787.500000 Penalty: 3698.956299
	Iteration 24Q: 3 clusters Score -8372788 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 87065 members 
Entering Unmasked Estep 
Score: -8372823.000000 Penalty: 3698.956299
	Iteration 25Q: 3 clusters Score -8372823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 87093 members 
Entering Unmasked Estep 
Score: -8372833.500000 Penalty: 3698.956299
	Iteration 26Q: 3 clusters Score -8372834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 87114 members 
Entering Unmasked Estep 
Score: -8372841.000000 Penalty: 3698.956299
	Iteration 27Q: 3 clusters Score -8372841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 87132 members 
Entering Unmasked Estep 
Score: -8372850.000000 Penalty: 3698.956299
	Iteration 28Q: 3 clusters Score -8372850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 87146 members 
Entering Unmasked Estep 
Score: -8372864.000000 Penalty: 3698.956299
	Iteration 29Q: 3 clusters Score -8372864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -8372871.500000 Penalty: 3698.956299
	Iteration 30Q: 3 clusters Score -8372872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 87181 members 
Entering Unmasked Estep 
Score: -8372878.500000 Penalty: 3698.956299
	Iteration 31Q: 3 clusters Score -8372878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 87199 members 
Entering Unmasked Estep 
Score: -8372894.500000 Penalty: 3698.956299
	Iteration 32Q: 3 clusters Score -8372894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -8372907.500000 Penalty: 3698.956299
	Iteration 33Q: 3 clusters Score -8372908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 87221 members 
Entering Unmasked Estep 
Score: -8372913.000000 Penalty: 3698.956299
	Iteration 34Q: 3 clusters Score -8372913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 87229 members 
Entering Unmasked Estep 
Score: -8372919.000000 Penalty: 3698.956299
	Iteration 35Q: 3 clusters Score -8372919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -8372921.500000 Penalty: 3698.956299
	Iteration 36Q: 3 clusters Score -8372922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -8372943.000000 Penalty: 3698.956299
	Iteration 37Q: 3 clusters Score -8372943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -8372944.000000 Penalty: 3698.956299
	Iteration 38Q: 3 clusters Score -8372944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -8372949.000000 Penalty: 3698.956299
	Iteration 39Q: 3 clusters Score -8372949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -8372949.000000 Penalty: 3698.956299
	Iteration 40F: 3 clusters Score -8372949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -8372943.500000 Penalty: 3698.956299
	Iteration 41Q: 3 clusters Score -8372944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -8372950.500000 Penalty: 3698.956299
	Iteration 42Q: 3 clusters Score -8372950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -8372954.500000 Penalty: 3698.956299
	Iteration 43Q: 3 clusters Score -8372954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -8372957.500000 Penalty: 3698.956299
	Iteration 44Q: 3 clusters Score -8372958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -8372958.500000 Penalty: 3698.956299
	Iteration 45Q: 3 clusters Score -8372958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -8372954.500000 Penalty: 3698.956299
	Iteration 46Q: 3 clusters Score -8372954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -8372957.000000 Penalty: 3698.956299
	Iteration 47Q: 3 clusters Score -8372957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -8372954.000000 Penalty: 3698.956299
	Iteration 48Q: 3 clusters Score -8372954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -8372957.500000 Penalty: 3698.956299
	Iteration 49Q: 3 clusters Score -8372958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 87259 members 
Entering Unmasked Estep 
Score: -8372962.000000 Penalty: 3698.956299
	Iteration 50Q: 3 clusters Score -8372962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -8372959.500000 Penalty: 3698.956299
	Iteration 51Q: 3 clusters Score -8372960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -8372959.500000 Penalty: 3698.956299
	Iteration 52F: 3 clusters Score -8372960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Entering Unmasked Estep 
Score: -14278390.000000 Penalty: 1937.237061
	Iteration 0F: 2 clusters Score -1.427839e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75152 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -14178169.000000 Penalty: 3874.474121
	Iteration 0F: 3 clusters Score -1.417817e+07 nChanged 72597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -14220846.000000 Penalty: 3874.474121
	Iteration 1F: 3 clusters Score -1.422085e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74122 members 
Mstep: Class 2 contains 76339 members 
Entering Unmasked Estep 
Score: -14221959.000000 Penalty: 3874.474121
	Iteration 2Q: 3 clusters Score -1.422196e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 76498 members 
Entering Unmasked Estep 
Score: -14223358.000000 Penalty: 3874.474121
	Iteration 3Q: 3 clusters Score -1.422336e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73618 members 
Mstep: Class 2 contains 76843 members 
Entering Unmasked Estep 
Score: -14224697.000000 Penalty: 3874.474121
	Iteration 4Q: 3 clusters Score -1.42247e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73125 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -14226493.000000 Penalty: 3874.474121
	Iteration 5Q: 3 clusters Score -1.422649e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72480 members 
Mstep: Class 2 contains 77981 members 
Entering Unmasked Estep 
Score: -14228574.000000 Penalty: 3874.474121
	Iteration 6Q: 3 clusters Score -1.422857e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 78793 members 
Entering Unmasked Estep 
Score: -14231018.000000 Penalty: 3874.474121
	Iteration 7Q: 3 clusters Score -1.423102e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70625 members 
Mstep: Class 2 contains 79836 members 
Entering Unmasked Estep 
Score: -14233714.000000 Penalty: 3874.474121
	Iteration 8Q: 3 clusters Score -1.423371e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69218 members 
Mstep: Class 2 contains 81243 members 
Entering Unmasked Estep 
Score: -14236819.000000 Penalty: 3874.474121
	Iteration 9Q: 3 clusters Score -1.423682e+07 nChanged 6935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -14240613.000000 Penalty: 3874.474121
	Iteration 10Q: 3 clusters Score -1.424061e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65864 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -14244920.000000 Penalty: 3874.474121
	Iteration 11Q: 3 clusters Score -1.424492e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 85954 members 
Entering Unmasked Estep 
Score: -14247904.000000 Penalty: 3874.474121
	Iteration 12Q: 3 clusters Score -1.42479e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 87080 members 
Entering Unmasked Estep 
Score: -14249308.000000 Penalty: 3874.474121
	Iteration 13Q: 3 clusters Score -1.424931e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 88271 members 
Entering Unmasked Estep 
Score: -14249977.000000 Penalty: 3874.474121
	Iteration 14Q: 3 clusters Score -1.424998e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60782 members 
Mstep: Class 2 contains 89679 members 
Entering Unmasked Estep 
Score: -14250346.000000 Penalty: 3874.474121
	Iteration 15Q: 3 clusters Score -1.425035e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 91167 members 
Entering Unmasked Estep 
Score: -14250660.000000 Penalty: 3874.474121
	Iteration 16Q: 3 clusters Score -1.425066e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57717 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -14250997.000000 Penalty: 3874.474121
	Iteration 17Q: 3 clusters Score -1.4251e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 94418 members 
Entering Unmasked Estep 
Score: -14251250.000000 Penalty: 3874.474121
	Iteration 18Q: 3 clusters Score -1.425125e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 96260 members 
Entering Unmasked Estep 
Score: -14251529.000000 Penalty: 3874.474121
	Iteration 19Q: 3 clusters Score -1.425153e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 98263 members 
Entering Unmasked Estep 
Score: -14252023.000000 Penalty: 3874.474121
	Iteration 20F: 3 clusters Score -1.425202e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50000 members 
Mstep: Class 2 contains 100461 members 
Entering Unmasked Estep 
Score: -14252494.000000 Penalty: 3874.474121
	Iteration 21Q: 3 clusters Score -1.425249e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 102877 members 
Entering Unmasked Estep 
Score: -14253226.000000 Penalty: 3874.474121
	Iteration 22Q: 3 clusters Score -1.425323e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 105398 members 
Entering Unmasked Estep 
Score: -14253807.000000 Penalty: 3874.474121
	Iteration 23Q: 3 clusters Score -1.425381e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 108124 members 
Entering Unmasked Estep 
Score: -14254640.000000 Penalty: 3874.474121
	Iteration 24Q: 3 clusters Score -1.425464e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 110902 members 
Entering Unmasked Estep 
Score: -14255545.000000 Penalty: 3874.474121
	Iteration 25Q: 3 clusters Score -1.425554e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -14256446.000000 Penalty: 3874.474121
	Iteration 26Q: 3 clusters Score -1.425645e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 116980 members 
Entering Unmasked Estep 
Score: -14257586.000000 Penalty: 3874.474121
	Iteration 27Q: 3 clusters Score -1.425759e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 120294 members 
Entering Unmasked Estep 
Score: -14258921.000000 Penalty: 3874.474121
	Iteration 28Q: 3 clusters Score -1.425892e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 123642 members 
Entering Unmasked Estep 
Score: -14260415.000000 Penalty: 3874.474121
	Iteration 29Q: 3 clusters Score -1.426042e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 127029 members 
Entering Unmasked Estep 
Score: -14262073.000000 Penalty: 3874.474121
	Iteration 30Q: 3 clusters Score -1.426207e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 130399 members 
Entering Unmasked Estep 
Score: -14263826.000000 Penalty: 3874.474121
	Iteration 31Q: 3 clusters Score -1.426383e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 133687 members 
Entering Unmasked Estep 
Score: -14265662.000000 Penalty: 3874.474121
	Iteration 32Q: 3 clusters Score -1.426566e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 136781 members 
Entering Unmasked Estep 
Score: -14267438.000000 Penalty: 3874.474121
	Iteration 33Q: 3 clusters Score -1.426744e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 139577 members 
Entering Unmasked Estep 
Score: -14269291.000000 Penalty: 3874.474121
	Iteration 34Q: 3 clusters Score -1.426929e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 142163 members 
Entering Unmasked Estep 
Score: -14270962.000000 Penalty: 3874.474121
	Iteration 35Q: 3 clusters Score -1.427096e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 144321 members 
Entering Unmasked Estep 
Score: -14272459.000000 Penalty: 3874.474121
	Iteration 36Q: 3 clusters Score -1.427246e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 146151 members 
Entering Unmasked Estep 
Score: -14273725.000000 Penalty: 3874.474121
	Iteration 37Q: 3 clusters Score -1.427372e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 147523 members 
Entering Unmasked Estep 
Score: -14274761.000000 Penalty: 3874.474121
	Iteration 38Q: 3 clusters Score -1.427476e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 148506 members 
Entering Unmasked Estep 
Score: -14275507.000000 Penalty: 3874.474121
	Iteration 39Q: 3 clusters Score -1.427551e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 149092 members 
Entering Unmasked Estep 
Score: -14275970.000000 Penalty: 3874.474121
	Iteration 40F: 3 clusters Score -1.427597e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 149490 members 
Entering Unmasked Estep 
Score: -14276305.000000 Penalty: 3874.474121
	Iteration 41Q: 3 clusters Score -1.42763e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 149711 members 
Entering Unmasked Estep 
Score: -14276541.000000 Penalty: 3874.474121
	Iteration 42Q: 3 clusters Score -1.427654e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 149834 members 
Entering Unmasked Estep 
Score: -14276673.000000 Penalty: 3874.474121
	Iteration 43Q: 3 clusters Score -1.427667e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 149906 members 
Entering Unmasked Estep 
Score: -14276760.000000 Penalty: 3874.474121
	Iteration 44Q: 3 clusters Score -1.427676e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 149948 members 
Entering Unmasked Estep 
Score: -14276813.000000 Penalty: 3874.474121
	Iteration 45Q: 3 clusters Score -1.427681e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 149968 members 
Entering Unmasked Estep 
Score: -14276838.000000 Penalty: 3874.474121
	Iteration 46Q: 3 clusters Score -1.427684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 149975 members 
Entering Unmasked Estep 
Score: -14276855.000000 Penalty: 3874.474121
	Iteration 47Q: 3 clusters Score -1.427686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 149981 members 
Entering Unmasked Estep 
Score: -14276858.000000 Penalty: 3874.474121
	Iteration 48Q: 3 clusters Score -1.427686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 149981 members 
Entering Unmasked Estep 
Score: -14276860.000000 Penalty: 3874.474121
	Iteration 49Q: 3 clusters Score -1.427686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 149983 members 
Entering Unmasked Estep 
Score: -14276882.000000 Penalty: 3874.474121
	Iteration 50Q: 3 clusters Score -1.427688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 149985 members 
Entering Unmasked Estep 
Score: -14276893.000000 Penalty: 3874.474121
	Iteration 51Q: 3 clusters Score -1.427689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 149991 members 
Entering Unmasked Estep 
Score: -14276908.000000 Penalty: 3874.474121
	Iteration 52Q: 3 clusters Score -1.427691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -14276907.000000 Penalty: 3874.474121
	Iteration 53Q: 3 clusters Score -1.427691e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 150000 members 
Entering Unmasked Estep 
Score: -14276919.000000 Penalty: 3874.474121
	Iteration 54Q: 3 clusters Score -1.427692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 150003 members 
Entering Unmasked Estep 
Score: -14276916.000000 Penalty: 3874.474121
	Iteration 55Q: 3 clusters Score -1.427692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 150007 members 
Entering Unmasked Estep 
Score: -14276936.000000 Penalty: 3874.474121
	Iteration 56Q: 3 clusters Score -1.427694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 150017 members 
Entering Unmasked Estep 
Score: -14276940.000000 Penalty: 3874.474121
	Iteration 57Q: 3 clusters Score -1.427694e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 150022 members 
Entering Unmasked Estep 
Score: -14276932.000000 Penalty: 3874.474121
	Iteration 58Q: 3 clusters Score -1.427693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -14276932.000000 Penalty: 3874.474121
	Iteration 59Q: 3 clusters Score -1.427693e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 150027 members 
Entering Unmasked Estep 
Score: -14276938.000000 Penalty: 3874.474121
	Iteration 60F: 3 clusters Score -1.427694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 150026 members 
Entering Unmasked Estep 
Score: -14276939.000000 Penalty: 3874.474121
	Iteration 61Q: 3 clusters Score -1.427694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -14276955.000000 Penalty: 3874.474121
	Iteration 62Q: 3 clusters Score -1.427696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 150023 members 
Entering Unmasked Estep 
Score: -14276956.000000 Penalty: 3874.474121
	Iteration 63Q: 3 clusters Score -1.427696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 150021 members 
Entering Unmasked Estep 
Score: -14276954.000000 Penalty: 3874.474121
	Iteration 64Q: 3 clusters Score -1.427695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 150020 members 
Entering Unmasked Estep 
Score: -14276955.000000 Penalty: 3874.474121
	Iteration 65Q: 3 clusters Score -1.427696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -14276956.000000 Penalty: 3874.474121
	Iteration 66Q: 3 clusters Score -1.427696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 150018 members 
Entering Unmasked Estep 
Score: -14276952.000000 Penalty: 3874.474121
	Iteration 67Q: 3 clusters Score -1.427695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 150017 members 
Entering Unmasked Estep 
Score: -14276950.000000 Penalty: 3874.474121
	Iteration 68Q: 3 clusters Score -1.427695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 150015 members 
Entering Unmasked Estep 
Score: -14276953.000000 Penalty: 3874.474121
	Iteration 69Q: 3 clusters Score -1.427695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -14276950.000000 Penalty: 3874.474121
	Iteration 70Q: 3 clusters Score -1.427695e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 150014 members 
Entering Unmasked Estep 
Score: -14276950.000000 Penalty: 3874.474121
	Iteration 71F: 3 clusters Score -1.427695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Entering Unmasked Estep 
Score: -932251.125000 Penalty: 1507.294678
	Iteration 0F: 2 clusters Score -932251.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -924750.875000 Penalty: 3014.589355
	Iteration 0F: 3 clusters Score -924750.9 nChanged 4550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -927404.812500 Penalty: 3014.589355
	Iteration 1F: 3 clusters Score -927404.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -927811.312500 Penalty: 3014.589355
	Iteration 2F: 3 clusters Score -927811.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -928232.562500 Penalty: 3014.589355
	Iteration 3F: 3 clusters Score -928232.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -928748.312500 Penalty: 3014.589355
	Iteration 4F: 3 clusters Score -928748.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -929382.125000 Penalty: 3014.589355
	Iteration 5F: 3 clusters Score -929382.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -930008.312500 Penalty: 3014.589355
	Iteration 6F: 3 clusters Score -930008.3 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -930505.437500 Penalty: 3014.589355
	Iteration 7F: 3 clusters Score -930505.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -930814.937500 Penalty: 3014.589355
	Iteration 8Q: 3 clusters Score -930814.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -931034.500000 Penalty: 3014.589355
	Iteration 9Q: 3 clusters Score -931034.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -931202.375000 Penalty: 3014.589355
	Iteration 10Q: 3 clusters Score -931202.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -931329.625000 Penalty: 3014.589355
	Iteration 11Q: 3 clusters Score -931329.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -931432.437500 Penalty: 3014.589355
	Iteration 12Q: 3 clusters Score -931432.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -931509.562500 Penalty: 3014.589355
	Iteration 13Q: 3 clusters Score -931509.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -931579.687500 Penalty: 3014.589355
	Iteration 14Q: 3 clusters Score -931579.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -931644.375000 Penalty: 3014.589355
	Iteration 15Q: 3 clusters Score -931644.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -931705.500000 Penalty: 3014.589355
	Iteration 16Q: 3 clusters Score -931705.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -931758.312500 Penalty: 3014.589355
	Iteration 17Q: 3 clusters Score -931758.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -931804.500000 Penalty: 3014.589355
	Iteration 18Q: 3 clusters Score -931804.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -931840.812500 Penalty: 3014.589355
	Iteration 19Q: 3 clusters Score -931840.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -931870.000000 Penalty: 3014.589355
	Iteration 20F: 3 clusters Score -931870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -931893.500000 Penalty: 3014.589355
	Iteration 21Q: 3 clusters Score -931893.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -931922.625000 Penalty: 3014.589355
	Iteration 22Q: 3 clusters Score -931922.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -931943.937500 Penalty: 3014.589355
	Iteration 23Q: 3 clusters Score -931943.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -931958.750000 Penalty: 3014.589355
	Iteration 24Q: 3 clusters Score -931958.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -931980.125000 Penalty: 3014.589355
	Iteration 25Q: 3 clusters Score -931980.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -931992.437500 Penalty: 3014.589355
	Iteration 26Q: 3 clusters Score -931992.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -932009.687500 Penalty: 3014.589355
	Iteration 27Q: 3 clusters Score -932009.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -932020.062500 Penalty: 3014.589355
	Iteration 28Q: 3 clusters Score -932020.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -932031.437500 Penalty: 3014.589355
	Iteration 29Q: 3 clusters Score -932031.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -932043.812500 Penalty: 3014.589355
	Iteration 30Q: 3 clusters Score -932043.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -932049.062500 Penalty: 3014.589355
	Iteration 31Q: 3 clusters Score -932049.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -932054.375000 Penalty: 3014.589355
	Iteration 32Q: 3 clusters Score -932054.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -932058.312500 Penalty: 3014.589355
	Iteration 33Q: 3 clusters Score -932058.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -932062.750000 Penalty: 3014.589355
	Iteration 34Q: 3 clusters Score -932062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -932065.625000 Penalty: 3014.589355
	Iteration 35Q: 3 clusters Score -932065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -932067.625000 Penalty: 3014.589355
	Iteration 36Q: 3 clusters Score -932067.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -932067.625000 Penalty: 3014.589355
	Iteration 37Q: 3 clusters Score -932067.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -932068.812500 Penalty: 3014.589355
	Iteration 38Q: 3 clusters Score -932068.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -932072.312500 Penalty: 3014.589355
	Iteration 39Q: 3 clusters Score -932072.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -932073.750000 Penalty: 3014.589355
	Iteration 40F: 3 clusters Score -932073.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -932072.062500 Penalty: 3014.589355
	Iteration 41Q: 3 clusters Score -932072.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -932072.062500 Penalty: 3014.589355
	Iteration 42Q: 3 clusters Score -932072.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -932073.687500 Penalty: 3014.589355
	Iteration 43Q: 3 clusters Score -932073.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -932074.250000 Penalty: 3014.589355
	Iteration 44Q: 3 clusters Score -932074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -932073.937500 Penalty: 3014.589355
	Iteration 45Q: 3 clusters Score -932073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -932073.687500 Penalty: 3014.589355
	Iteration 46Q: 3 clusters Score -932073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -932073.687500 Penalty: 3014.589355
	Iteration 47F: 3 clusters Score -932073.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Entering Unmasked Estep 
Score: -586882.062500 Penalty: 1421.960205
	Iteration 0F: 2 clusters Score -586882.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -582080.625000 Penalty: 2843.920410
	Iteration 0F: 3 clusters Score -582080.6 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -583603.812500 Penalty: 2843.920410
	Iteration 1F: 3 clusters Score -583603.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -583892.437500 Penalty: 2843.920410
	Iteration 2F: 3 clusters Score -583892.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -584271.687500 Penalty: 2843.920410
	Iteration 3F: 3 clusters Score -584271.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -584738.062500 Penalty: 2843.920410
	Iteration 4F: 3 clusters Score -584738.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -585218.250000 Penalty: 2843.920410
	Iteration 5F: 3 clusters Score -585218.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -585657.187500 Penalty: 2843.920410
	Iteration 6F: 3 clusters Score -585657.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -586010.625000 Penalty: 2843.920410
	Iteration 7F: 3 clusters Score -586010.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -586270.312500 Penalty: 2843.920410
	Iteration 8Q: 3 clusters Score -586270.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -586460.437500 Penalty: 2843.920410
	Iteration 9Q: 3 clusters Score -586460.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -586588.687500 Penalty: 2843.920410
	Iteration 10Q: 3 clusters Score -586588.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -586666.937500 Penalty: 2843.920410
	Iteration 11Q: 3 clusters Score -586666.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -586702.312500 Penalty: 2843.920410
	Iteration 12Q: 3 clusters Score -586702.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -586719.062500 Penalty: 2843.920410
	Iteration 13Q: 3 clusters Score -586719.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -586730.875000 Penalty: 2843.920410
	Iteration 14Q: 3 clusters Score -586730.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -586736.562500 Penalty: 2843.920410
	Iteration 15Q: 3 clusters Score -586736.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -586742.687500 Penalty: 2843.920410
	Iteration 16Q: 3 clusters Score -586742.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -586748.250000 Penalty: 2843.920410
	Iteration 17Q: 3 clusters Score -586748.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -586753.937500 Penalty: 2843.920410
	Iteration 18Q: 3 clusters Score -586753.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -586759.562500 Penalty: 2843.920410
	Iteration 19Q: 3 clusters Score -586759.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -586764.500000 Penalty: 2843.920410
	Iteration 20F: 3 clusters Score -586764.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -586766.750000 Penalty: 2843.920410
	Iteration 21Q: 3 clusters Score -586766.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -586771.750000 Penalty: 2843.920410
	Iteration 22Q: 3 clusters Score -586771.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -586775.437500 Penalty: 2843.920410
	Iteration 23Q: 3 clusters Score -586775.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -586778.375000 Penalty: 2843.920410
	Iteration 24Q: 3 clusters Score -586778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -586780.937500 Penalty: 2843.920410
	Iteration 25Q: 3 clusters Score -586780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -586781.625000 Penalty: 2843.920410
	Iteration 26Q: 3 clusters Score -586781.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -586785.500000 Penalty: 2843.920410
	Iteration 27Q: 3 clusters Score -586785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -586786.062500 Penalty: 2843.920410
	Iteration 28Q: 3 clusters Score -586786.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -586786.187500 Penalty: 2843.920410
	Iteration 29Q: 3 clusters Score -586786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -586788.500000 Penalty: 2843.920410
	Iteration 30Q: 3 clusters Score -586788.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -586788.250000 Penalty: 2843.920410
	Iteration 31Q: 3 clusters Score -586788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -586789.312500 Penalty: 2843.920410
	Iteration 32Q: 3 clusters Score -586789.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -586788.625000 Penalty: 2843.920410
	Iteration 33Q: 3 clusters Score -586788.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -586788.625000 Penalty: 2843.920410
	Iteration 34F: 3 clusters Score -586788.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -249814.000000 Penalty: 1286.954468
	Iteration 0F: 2 clusters Score -249814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -247250.765625 Penalty: 2573.908936
	Iteration 0F: 3 clusters Score -247250.8 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -247852.390625 Penalty: 2573.908936
	Iteration 1F: 3 clusters Score -247852.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -248007.609375 Penalty: 2573.908936
	Iteration 2F: 3 clusters Score -248007.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -248100.265625 Penalty: 2573.908936
	Iteration 3Q: 3 clusters Score -248100.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -248151.812500 Penalty: 2573.908936
	Iteration 4Q: 3 clusters Score -248151.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -248186.796875 Penalty: 2573.908936
	Iteration 5Q: 3 clusters Score -248186.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -248209.203125 Penalty: 2573.908936
	Iteration 6Q: 3 clusters Score -248209.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -248227.140625 Penalty: 2573.908936
	Iteration 7Q: 3 clusters Score -248227.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -248245.421875 Penalty: 2573.908936
	Iteration 8Q: 3 clusters Score -248245.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -248277.140625 Penalty: 2573.908936
	Iteration 9Q: 3 clusters Score -248277.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -248304.671875 Penalty: 2573.908936
	Iteration 10Q: 3 clusters Score -248304.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -248325.625000 Penalty: 2573.908936
	Iteration 11Q: 3 clusters Score -248325.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -248338.500000 Penalty: 2573.908936
	Iteration 12Q: 3 clusters Score -248338.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -248348.875000 Penalty: 2573.908936
	Iteration 13Q: 3 clusters Score -248348.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -248362.734375 Penalty: 2573.908936
	Iteration 14Q: 3 clusters Score -248362.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -248379.015625 Penalty: 2573.908936
	Iteration 15Q: 3 clusters Score -248379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -248390.718750 Penalty: 2573.908936
	Iteration 16Q: 3 clusters Score -248390.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -248400.921875 Penalty: 2573.908936
	Iteration 17Q: 3 clusters Score -248400.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -248412.515625 Penalty: 2573.908936
	Iteration 18Q: 3 clusters Score -248412.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -248422.078125 Penalty: 2573.908936
	Iteration 19Q: 3 clusters Score -248422.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -248427.546875 Penalty: 2573.908936
	Iteration 20F: 3 clusters Score -248427.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -248431.203125 Penalty: 2573.908936
	Iteration 21Q: 3 clusters Score -248431.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -248435.671875 Penalty: 2573.908936
	Iteration 22Q: 3 clusters Score -248435.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -248441.296875 Penalty: 2573.908936
	Iteration 23Q: 3 clusters Score -248441.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -248445.000000 Penalty: 2573.908936
	Iteration 24Q: 3 clusters Score -248445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -248448.187500 Penalty: 2573.908936
	Iteration 25Q: 3 clusters Score -248448.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -248451.671875 Penalty: 2573.908936
	Iteration 26Q: 3 clusters Score -248451.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -248456.843750 Penalty: 2573.908936
	Iteration 27Q: 3 clusters Score -248456.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -248462.328125 Penalty: 2573.908936
	Iteration 28Q: 3 clusters Score -248462.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -248466.359375 Penalty: 2573.908936
	Iteration 29Q: 3 clusters Score -248466.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -248470.906250 Penalty: 2573.908936
	Iteration 30Q: 3 clusters Score -248470.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -248476.250000 Penalty: 2573.908936
	Iteration 31Q: 3 clusters Score -248476.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -248483.015625 Penalty: 2573.908936
	Iteration 32Q: 3 clusters Score -248483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -248489.687500 Penalty: 2573.908936
	Iteration 33Q: 3 clusters Score -248489.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -248495.187500 Penalty: 2573.908936
	Iteration 34Q: 3 clusters Score -248495.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -248502.140625 Penalty: 2573.908936
	Iteration 35Q: 3 clusters Score -248502.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -248505.703125 Penalty: 2573.908936
	Iteration 36Q: 3 clusters Score -248505.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -248509.250000 Penalty: 2573.908936
	Iteration 37Q: 3 clusters Score -248509.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -248514.546875 Penalty: 2573.908936
	Iteration 38Q: 3 clusters Score -248514.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -248520.734375 Penalty: 2573.908936
	Iteration 39Q: 3 clusters Score -248520.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -248529.593750 Penalty: 2573.908936
	Iteration 40F: 3 clusters Score -248529.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -248543.953125 Penalty: 2573.908936
	Iteration 41Q: 3 clusters Score -248544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -248553.156250 Penalty: 2573.908936
	Iteration 42Q: 3 clusters Score -248553.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -248560.015625 Penalty: 2573.908936
	Iteration 43Q: 3 clusters Score -248560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -248568.468750 Penalty: 2573.908936
	Iteration 44Q: 3 clusters Score -248568.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -248581.343750 Penalty: 2573.908936
	Iteration 45Q: 3 clusters Score -248581.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -248591.812500 Penalty: 2573.908936
	Iteration 46Q: 3 clusters Score -248591.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -248601.296875 Penalty: 2573.908936
	Iteration 47Q: 3 clusters Score -248601.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -248610.671875 Penalty: 2573.908936
	Iteration 48Q: 3 clusters Score -248610.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -248616.468750 Penalty: 2573.908936
	Iteration 49Q: 3 clusters Score -248616.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -248625.906250 Penalty: 2573.908936
	Iteration 50Q: 3 clusters Score -248625.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -248636.546875 Penalty: 2573.908936
	Iteration 51Q: 3 clusters Score -248636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -248643.656250 Penalty: 2573.908936
	Iteration 52Q: 3 clusters Score -248643.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -248649.906250 Penalty: 2573.908936
	Iteration 53Q: 3 clusters Score -248649.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -248654.625000 Penalty: 2573.908936
	Iteration 54Q: 3 clusters Score -248654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -248658.375000 Penalty: 2573.908936
	Iteration 55Q: 3 clusters Score -248658.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -248661.250000 Penalty: 2573.908936
	Iteration 56Q: 3 clusters Score -248661.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -248663.828125 Penalty: 2573.908936
	Iteration 57Q: 3 clusters Score -248663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -248667.390625 Penalty: 2573.908936
	Iteration 58Q: 3 clusters Score -248667.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -248671.671875 Penalty: 2573.908936
	Iteration 59Q: 3 clusters Score -248671.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -248678.156250 Penalty: 2573.908936
	Iteration 60F: 3 clusters Score -248678.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -248687.703125 Penalty: 2573.908936
	Iteration 61Q: 3 clusters Score -248687.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -248697.515625 Penalty: 2573.908936
	Iteration 62Q: 3 clusters Score -248697.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -248708.203125 Penalty: 2573.908936
	Iteration 63Q: 3 clusters Score -248708.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -248725.125000 Penalty: 2573.908936
	Iteration 64Q: 3 clusters Score -248725.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -248748.750000 Penalty: 2573.908936
	Iteration 65Q: 3 clusters Score -248748.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -248781.125000 Penalty: 2573.908936
	Iteration 66Q: 3 clusters Score -248781.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -248808.515625 Penalty: 2573.908936
	Iteration 67Q: 3 clusters Score -248808.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -248837.656250 Penalty: 2573.908936
	Iteration 68Q: 3 clusters Score -248837.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -248861.343750 Penalty: 2573.908936
	Iteration 69Q: 3 clusters Score -248861.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -248883.421875 Penalty: 2573.908936
	Iteration 70Q: 3 clusters Score -248883.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -248903.421875 Penalty: 2573.908936
	Iteration 71Q: 3 clusters Score -248903.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -248921.968750 Penalty: 2573.908936
	Iteration 72Q: 3 clusters Score -248922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -248937.703125 Penalty: 2573.908936
	Iteration 73Q: 3 clusters Score -248937.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -248946.125000 Penalty: 2573.908936
	Iteration 74Q: 3 clusters Score -248946.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -248952.640625 Penalty: 2573.908936
	Iteration 75Q: 3 clusters Score -248952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -248955.312500 Penalty: 2573.908936
	Iteration 76Q: 3 clusters Score -248955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -248958.296875 Penalty: 2573.908936
	Iteration 77Q: 3 clusters Score -248958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -248959.593750 Penalty: 2573.908936
	Iteration 78Q: 3 clusters Score -248959.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -248961.937500 Penalty: 2573.908936
	Iteration 79Q: 3 clusters Score -248961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -248963.968750 Penalty: 2573.908936
	Iteration 80F: 3 clusters Score -248964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -248964.937500 Penalty: 2573.908936
	Iteration 81Q: 3 clusters Score -248964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -248965.593750 Penalty: 2573.908936
	Iteration 82Q: 3 clusters Score -248965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -248966.875000 Penalty: 2573.908936
	Iteration 83Q: 3 clusters Score -248966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -248967.375000 Penalty: 2573.908936
	Iteration 84Q: 3 clusters Score -248967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -248967.515625 Penalty: 2573.908936
	Iteration 85Q: 3 clusters Score -248967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -248968.296875 Penalty: 2573.908936
	Iteration 86Q: 3 clusters Score -248968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -248968.312500 Penalty: 2573.908936
	Iteration 87Q: 3 clusters Score -248968.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -248968.312500 Penalty: 2573.908936
	Iteration 88F: 3 clusters Score -248968.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Entering Unmasked Estep 
Score: -993842.062500 Penalty: 1511.739258
	Iteration 0F: 2 clusters Score -993842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -986160.000000 Penalty: 3023.478516
	Iteration 0F: 3 clusters Score -986160 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -989068.750000 Penalty: 3023.478516
	Iteration 1F: 3 clusters Score -989068.8 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -990291.750000 Penalty: 3023.478516
	Iteration 2F: 3 clusters Score -990291.8 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -992203.250000 Penalty: 3023.478516
	Iteration 3F: 3 clusters Score -992203.2 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -993718.375000 Penalty: 3023.478516
	Iteration 4F: 3 clusters Score -993718.4 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -994389.562500 Penalty: 3023.478516
	Iteration 5F: 3 clusters Score -994389.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -994639.375000 Penalty: 3023.478516
	Iteration 6Q: 3 clusters Score -994639.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -994749.625000 Penalty: 3023.478516
	Iteration 7Q: 3 clusters Score -994749.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -994812.937500 Penalty: 3023.478516
	Iteration 8Q: 3 clusters Score -994812.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -994857.312500 Penalty: 3023.478516
	Iteration 9Q: 3 clusters Score -994857.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -994899.062500 Penalty: 3023.478516
	Iteration 10Q: 3 clusters Score -994899.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -994926.125000 Penalty: 3023.478516
	Iteration 11Q: 3 clusters Score -994926.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -994954.062500 Penalty: 3023.478516
	Iteration 12Q: 3 clusters Score -994954.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -994975.437500 Penalty: 3023.478516
	Iteration 13Q: 3 clusters Score -994975.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -994991.875000 Penalty: 3023.478516
	Iteration 14Q: 3 clusters Score -994991.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -995009.375000 Penalty: 3023.478516
	Iteration 15Q: 3 clusters Score -995009.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -995021.937500 Penalty: 3023.478516
	Iteration 16Q: 3 clusters Score -995021.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -995035.187500 Penalty: 3023.478516
	Iteration 17Q: 3 clusters Score -995035.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -995043.250000 Penalty: 3023.478516
	Iteration 18Q: 3 clusters Score -995043.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -995048.062500 Penalty: 3023.478516
	Iteration 19Q: 3 clusters Score -995048.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -995050.687500 Penalty: 3023.478516
	Iteration 20F: 3 clusters Score -995050.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -995053.312500 Penalty: 3023.478516
	Iteration 21Q: 3 clusters Score -995053.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -995058.312500 Penalty: 3023.478516
	Iteration 22Q: 3 clusters Score -995058.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -995058.062500 Penalty: 3023.478516
	Iteration 23Q: 3 clusters Score -995058.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -995058.687500 Penalty: 3023.478516
	Iteration 24Q: 3 clusters Score -995058.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -995063.062500 Penalty: 3023.478516
	Iteration 25Q: 3 clusters Score -995063.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -995063.812500 Penalty: 3023.478516
	Iteration 26Q: 3 clusters Score -995063.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -995065.312500 Penalty: 3023.478516
	Iteration 27Q: 3 clusters Score -995065.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -995067.625000 Penalty: 3023.478516
	Iteration 28Q: 3 clusters Score -995067.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -995064.500000 Penalty: 3023.478516
	Iteration 29Q: 3 clusters Score -995064.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -995067.937500 Penalty: 3023.478516
	Iteration 30Q: 3 clusters Score -995067.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -995071.437500 Penalty: 3023.478516
	Iteration 31Q: 3 clusters Score -995071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -995069.000000 Penalty: 3023.478516
	Iteration 32Q: 3 clusters Score -995069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -995069.062500 Penalty: 3023.478516
	Iteration 33Q: 3 clusters Score -995069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -995070.687500 Penalty: 3023.478516
	Iteration 34Q: 3 clusters Score -995070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -995073.062500 Penalty: 3023.478516
	Iteration 35Q: 3 clusters Score -995073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -995071.875000 Penalty: 3023.478516
	Iteration 36Q: 3 clusters Score -995071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -995071.562500 Penalty: 3023.478516
	Iteration 37Q: 3 clusters Score -995071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -995074.312500 Penalty: 3023.478516
	Iteration 38Q: 3 clusters Score -995074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -995075.125000 Penalty: 3023.478516
	Iteration 39Q: 3 clusters Score -995075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -995074.937500 Penalty: 3023.478516
	Iteration 40F: 3 clusters Score -995074.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -995073.125000 Penalty: 3023.478516
	Iteration 41Q: 3 clusters Score -995073.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -995075.250000 Penalty: 3023.478516
	Iteration 42Q: 3 clusters Score -995075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -995075.437500 Penalty: 3023.478516
	Iteration 43Q: 3 clusters Score -995075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -995075.312500 Penalty: 3023.478516
	Iteration 44Q: 3 clusters Score -995075.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -995075.875000 Penalty: 3023.478516
	Iteration 45Q: 3 clusters Score -995075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -995076.062500 Penalty: 3023.478516
	Iteration 46Q: 3 clusters Score -995076.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -995078.937500 Penalty: 3023.478516
	Iteration 47Q: 3 clusters Score -995078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -995079.750000 Penalty: 3023.478516
	Iteration 48Q: 3 clusters Score -995079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -995081.000000 Penalty: 3023.478516
	Iteration 49Q: 3 clusters Score -995081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -995081.187500 Penalty: 3023.478516
	Iteration 50Q: 3 clusters Score -995081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -995083.312500 Penalty: 3023.478516
	Iteration 51Q: 3 clusters Score -995083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -995083.687500 Penalty: 3023.478516
	Iteration 52Q: 3 clusters Score -995083.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -995084.187500 Penalty: 3023.478516
	Iteration 53Q: 3 clusters Score -995084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -995084.000000 Penalty: 3023.478516
	Iteration 54Q: 3 clusters Score -995084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -995084.187500 Penalty: 3023.478516
	Iteration 55Q: 3 clusters Score -995084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -995084.187500 Penalty: 3023.478516
	Iteration 56F: 3 clusters Score -995084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 105537 members 
Mstep: Class 3 contains 10804 members 
Mstep: Class 4 contains 524 members 
Mstep: Class 5 contains 4247 members 
Mstep: Class 6 contains 101177 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 8 contains 4020 members 
Mstep: Class 9 contains 818 members 
Mstep: Class 10 contains 920 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 13 contains 87676 members 
Mstep: Class 14 contains 150461 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 10051 members 
Mstep: Class 20 contains 31901 members 
Mstep: Class 23 contains 6952 members 
Entering Unmasked Estep 
Score: -52375392.000000 Penalty: 40907.082031
Splitting cluster 19 changes total score from -52372504.000000 to -52375392.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 20 (31901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Entering Unmasked Estep 
Score: -3058303.250000 Penalty: 1685.188843
	Iteration 0F: 2 clusters Score -3058303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3036833.500000 Penalty: 3370.377686
	Iteration 0F: 3 clusters Score -3036834 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -3045075.250000 Penalty: 3370.377686
	Iteration 1F: 3 clusters Score -3045075 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3045557.750000 Penalty: 3370.377686
	Iteration 2Q: 3 clusters Score -3045558 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3046117.500000 Penalty: 3370.377686
	Iteration 3Q: 3 clusters Score -3046118 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3046816.000000 Penalty: 3370.377686
	Iteration 4Q: 3 clusters Score -3046816 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -3047702.000000 Penalty: 3370.377686
	Iteration 5F: 3 clusters Score -3047702 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -3048842.000000 Penalty: 3370.377686
	Iteration 6F: 3 clusters Score -3048842 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3050266.500000 Penalty: 3370.377686
	Iteration 7F: 3 clusters Score -3050266 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -3051852.000000 Penalty: 3370.377686
	Iteration 8F: 3 clusters Score -3051852 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3053350.500000 Penalty: 3370.377686
	Iteration 9F: 3 clusters Score -3053350 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3054575.250000 Penalty: 3370.377686
	Iteration 10Q: 3 clusters Score -3054575 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3055456.500000 Penalty: 3370.377686
	Iteration 11Q: 3 clusters Score -3055456 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3055998.500000 Penalty: 3370.377686
	Iteration 12Q: 3 clusters Score -3055998 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3056331.250000 Penalty: 3370.377686
	Iteration 13Q: 3 clusters Score -3056331 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3056512.000000 Penalty: 3370.377686
	Iteration 14Q: 3 clusters Score -3056512 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3056635.750000 Penalty: 3370.377686
	Iteration 15Q: 3 clusters Score -3056636 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3056708.500000 Penalty: 3370.377686
	Iteration 16Q: 3 clusters Score -3056708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3056759.000000 Penalty: 3370.377686
	Iteration 17Q: 3 clusters Score -3056759 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3056797.000000 Penalty: 3370.377686
	Iteration 18Q: 3 clusters Score -3056797 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3056826.000000 Penalty: 3370.377686
	Iteration 19Q: 3 clusters Score -3056826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3056850.000000 Penalty: 3370.377686
	Iteration 20F: 3 clusters Score -3056850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3056877.500000 Penalty: 3370.377686
	Iteration 21Q: 3 clusters Score -3056878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3056908.000000 Penalty: 3370.377686
	Iteration 22Q: 3 clusters Score -3056908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3056930.250000 Penalty: 3370.377686
	Iteration 23Q: 3 clusters Score -3056930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3056936.500000 Penalty: 3370.377686
	Iteration 24Q: 3 clusters Score -3056936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3056945.000000 Penalty: 3370.377686
	Iteration 25Q: 3 clusters Score -3056945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3056958.500000 Penalty: 3370.377686
	Iteration 26Q: 3 clusters Score -3056958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3056966.500000 Penalty: 3370.377686
	Iteration 27Q: 3 clusters Score -3056966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3056969.750000 Penalty: 3370.377686
	Iteration 28Q: 3 clusters Score -3056970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3056973.000000 Penalty: 3370.377686
	Iteration 29Q: 3 clusters Score -3056973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3056974.750000 Penalty: 3370.377686
	Iteration 30Q: 3 clusters Score -3056975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3056974.000000 Penalty: 3370.377686
	Iteration 31Q: 3 clusters Score -3056974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3056972.750000 Penalty: 3370.377686
	Iteration 32Q: 3 clusters Score -3056973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3056972.750000 Penalty: 3370.377686
	Iteration 33F: 3 clusters Score -3056973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Entering Unmasked Estep 
Score: -661175.750000 Penalty: 1437.602539
	Iteration 0F: 2 clusters Score -661175.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -655934.312500 Penalty: 2875.205078
	Iteration 0F: 3 clusters Score -655934.3 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -657488.062500 Penalty: 2875.205078
	Iteration 1F: 3 clusters Score -657488.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -657706.500000 Penalty: 2875.205078
	Iteration 2F: 3 clusters Score -657706.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -657833.750000 Penalty: 2875.205078
	Iteration 3Q: 3 clusters Score -657833.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -657925.312500 Penalty: 2875.205078
	Iteration 4Q: 3 clusters Score -657925.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -658018.562500 Penalty: 2875.205078
	Iteration 5Q: 3 clusters Score -658018.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -658137.500000 Penalty: 2875.205078
	Iteration 6Q: 3 clusters Score -658137.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -658273.187500 Penalty: 2875.205078
	Iteration 7Q: 3 clusters Score -658273.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -658424.312500 Penalty: 2875.205078
	Iteration 8Q: 3 clusters Score -658424.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -658633.500000 Penalty: 2875.205078
	Iteration 9Q: 3 clusters Score -658633.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -658871.125000 Penalty: 2875.205078
	Iteration 10Q: 3 clusters Score -658871.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -659104.187500 Penalty: 2875.205078
	Iteration 11Q: 3 clusters Score -659104.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -659304.000000 Penalty: 2875.205078
	Iteration 12Q: 3 clusters Score -659304 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -659456.750000 Penalty: 2875.205078
	Iteration 13Q: 3 clusters Score -659456.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -659591.312500 Penalty: 2875.205078
	Iteration 14Q: 3 clusters Score -659591.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -659697.125000 Penalty: 2875.205078
	Iteration 15Q: 3 clusters Score -659697.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -659761.500000 Penalty: 2875.205078
	Iteration 16Q: 3 clusters Score -659761.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -659809.000000 Penalty: 2875.205078
	Iteration 17Q: 3 clusters Score -659809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -659847.000000 Penalty: 2875.205078
	Iteration 18Q: 3 clusters Score -659847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -659876.812500 Penalty: 2875.205078
	Iteration 19Q: 3 clusters Score -659876.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -659902.500000 Penalty: 2875.205078
	Iteration 20F: 3 clusters Score -659902.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -659923.750000 Penalty: 2875.205078
	Iteration 21Q: 3 clusters Score -659923.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -659940.812500 Penalty: 2875.205078
	Iteration 22Q: 3 clusters Score -659940.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -659956.062500 Penalty: 2875.205078
	Iteration 23Q: 3 clusters Score -659956.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -659965.937500 Penalty: 2875.205078
	Iteration 24Q: 3 clusters Score -659965.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -659974.312500 Penalty: 2875.205078
	Iteration 25Q: 3 clusters Score -659974.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -659977.062500 Penalty: 2875.205078
	Iteration 26Q: 3 clusters Score -659977.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -659978.875000 Penalty: 2875.205078
	Iteration 27Q: 3 clusters Score -659978.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -659982.312500 Penalty: 2875.205078
	Iteration 28Q: 3 clusters Score -659982.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -659987.875000 Penalty: 2875.205078
	Iteration 29Q: 3 clusters Score -659987.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -659993.187500 Penalty: 2875.205078
	Iteration 30Q: 3 clusters Score -659993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -659997.312500 Penalty: 2875.205078
	Iteration 31Q: 3 clusters Score -659997.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -659998.812500 Penalty: 2875.205078
	Iteration 32Q: 3 clusters Score -659998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -659999.812500 Penalty: 2875.205078
	Iteration 33Q: 3 clusters Score -659999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -659999.812500 Penalty: 2875.205078
	Iteration 34F: 3 clusters Score -659999.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 2 contains 105537 members 
Mstep: Class 3 contains 10804 members 
Mstep: Class 5 contains 4247 members 
Mstep: Class 6 contains 101177 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 9 contains 818 members 
Mstep: Class 11 contains 6897 members 
Mstep: Class 13 contains 87676 members 
Mstep: Class 14 contains 150461 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 6314 members 
Mstep: Class 18 contains 2751 members 
Mstep: Class 19 contains 10051 members 
Mstep: Class 20 contains 31901 members 
Mstep: Class 23 contains 6952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52377240.000000 Penalty: 40907.082031
Iteration 39Q: 20 clusters Score -5.237724e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 105415 members 
Mstep: Class 3 contains 10632 members 
Mstep: Class 4 contains 520 members 
Mstep: Class 5 contains 4228 members 
Mstep: Class 6 contains 101444 members 
Mstep: Class 7 contains 19003 members 
Mstep: Class 8 contains 3537 members 
Mstep: Class 9 contains 967 members 
Mstep: Class 10 contains 881 members 
Mstep: Class 11 contains 7008 members 
Mstep: Class 13 contains 87468 members 
Mstep: Class 14 contains 150476 members 
Mstep: Class 15 contains 10600 members 
Mstep: Class 16 contains 6277 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 10095 members 
Mstep: Class 20 contains 31756 members 
Mstep: Class 23 contains 6911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52379200.000000 Penalty: 40907.082031
Iteration 40F: 20 clusters Score -5.23792e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 105450 members 
Mstep: Class 3 contains 10490 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 101329 members 
Mstep: Class 7 contains 19231 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 1070 members 
Mstep: Class 10 contains 912 members 
Mstep: Class 11 contains 7034 members 
Mstep: Class 13 contains 87097 members 
Mstep: Class 14 contains 150499 members 
Mstep: Class 15 contains 10399 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 10114 members 
Mstep: Class 20 contains 31578 members 
Mstep: Class 23 contains 6821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380088.000000 Penalty: 40907.082031
Iteration 41Q: 20 clusters Score -5.238009e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 105581 members 
Mstep: Class 3 contains 10340 members 
Mstep: Class 4 contains 558 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 101263 members 
Mstep: Class 7 contains 19460 members 
Mstep: Class 8 contains 4019 members 
Mstep: Class 9 contains 1151 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 13 contains 86725 members 
Mstep: Class 14 contains 150479 members 
Mstep: Class 15 contains 10284 members 
Mstep: Class 16 contains 6218 members 
Mstep: Class 18 contains 2967 members 
Mstep: Class 19 contains 10134 members 
Mstep: Class 20 contains 31418 members 
Mstep: Class 23 contains 6764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380560.000000 Penalty: 40907.082031
Iteration 42Q: 20 clusters Score -5.238056e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 105725 members 
Mstep: Class 3 contains 10172 members 
Mstep: Class 4 contains 559 members 
Mstep: Class 5 contains 4154 members 
Mstep: Class 6 contains 101255 members 
Mstep: Class 7 contains 19687 members 
Mstep: Class 8 contains 4171 members 
Mstep: Class 9 contains 1205 members 
Mstep: Class 10 contains 918 members 
Mstep: Class 11 contains 7073 members 
Mstep: Class 13 contains 86328 members 
Mstep: Class 14 contains 150455 members 
Mstep: Class 15 contains 10170 members 
Mstep: Class 16 contains 6203 members 
Mstep: Class 18 contains 3038 members 
Mstep: Class 19 contains 10141 members 
Mstep: Class 20 contains 31311 members 
Mstep: Class 23 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52380796.000000 Penalty: 40907.082031
Iteration 43Q: 20 clusters Score -5.23808e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 105871 members 
Mstep: Class 3 contains 9978 members 
Mstep: Class 4 contains 556 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 101309 members 
Mstep: Class 7 contains 19936 members 
Mstep: Class 8 contains 4243 members 
Mstep: Class 9 contains 1279 members 
Mstep: Class 10 contains 928 members 
Mstep: Class 11 contains 7061 members 
Mstep: Class 13 contains 85948 members 
Mstep: Class 14 contains 150429 members 
Mstep: Class 15 contains 10074 members 
Mstep: Class 16 contains 6197 members 
Mstep: Class 18 contains 3113 members 
Mstep: Class 19 contains 10150 members 
Mstep: Class 20 contains 31202 members 
Mstep: Class 23 contains 6615 members 
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Iteration 44Q: 20 clusters Score -5.238117e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 105987 members 
Mstep: Class 3 contains 9740 members 
Mstep: Class 4 contains 558 members 
Mstep: Class 5 contains 4118 members 
Mstep: Class 6 contains 101371 members 
Mstep: Class 7 contains 20237 members 
Mstep: Class 8 contains 4306 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 7045 members 
Mstep: Class 13 contains 85533 members 
Mstep: Class 14 contains 150444 members 
Mstep: Class 15 contains 9992 members 
Mstep: Class 16 contains 6192 members 
Mstep: Class 18 contains 3166 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 31123 members 
Mstep: Class 23 contains 6537 members 
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Iteration 45Q: 20 clusters Score -5.238127e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 106101 members 
Mstep: Class 3 contains 9493 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 101426 members 
Mstep: Class 7 contains 20574 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 1389 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 13 contains 85142 members 
Mstep: Class 14 contains 150441 members 
Mstep: Class 15 contains 9923 members 
Mstep: Class 16 contains 6181 members 
Mstep: Class 18 contains 3212 members 
Mstep: Class 19 contains 10178 members 
Mstep: Class 20 contains 31059 members 
Mstep: Class 23 contains 6469 members 
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Iteration 46Q: 20 clusters Score -5.238164e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 106228 members 
Mstep: Class 3 contains 9269 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 101482 members 
Mstep: Class 7 contains 20904 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 1440 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 7004 members 
Mstep: Class 13 contains 84768 members 
Mstep: Class 14 contains 150445 members 
Mstep: Class 15 contains 9860 members 
Mstep: Class 16 contains 6177 members 
Mstep: Class 18 contains 3256 members 
Mstep: Class 19 contains 10181 members 
Mstep: Class 20 contains 31000 members 
Mstep: Class 23 contains 6414 members 
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Iteration 47Q: 20 clusters Score -5.238204e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 106354 members 
Mstep: Class 3 contains 9026 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 4065 members 
Mstep: Class 6 contains 101546 members 
Mstep: Class 7 contains 21241 members 
Mstep: Class 8 contains 4389 members 
Mstep: Class 9 contains 1482 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 6969 members 
Mstep: Class 13 contains 84435 members 
Mstep: Class 14 contains 150455 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 6178 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 10191 members 
Mstep: Class 20 contains 30943 members 
Mstep: Class 23 contains 6352 members 
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Iteration 48Q: 20 clusters Score -5.23824e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 106453 members 
Mstep: Class 3 contains 8792 members 
Mstep: Class 4 contains 567 members 
Mstep: Class 5 contains 4060 members 
Mstep: Class 6 contains 101590 members 
Mstep: Class 7 contains 21560 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 1525 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 13 contains 84116 members 
Mstep: Class 14 contains 150472 members 
Mstep: Class 15 contains 9752 members 
Mstep: Class 16 contains 6180 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 10200 members 
Mstep: Class 20 contains 30891 members 
Mstep: Class 23 contains 6311 members 
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Iteration 49Q: 20 clusters Score -5.238269e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 106544 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 570 members 
Mstep: Class 5 contains 4051 members 
Mstep: Class 6 contains 101650 members 
Mstep: Class 7 contains 21920 members 
Mstep: Class 8 contains 4446 members 
Mstep: Class 9 contains 1556 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 13 contains 83836 members 
Mstep: Class 14 contains 150476 members 
Mstep: Class 15 contains 9714 members 
Mstep: Class 16 contains 6181 members 
Mstep: Class 18 contains 3392 members 
Mstep: Class 19 contains 10214 members 
Mstep: Class 20 contains 30852 members 
Mstep: Class 23 contains 6268 members 
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Iteration 50Q: 20 clusters Score -5.238293e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 106641 members 
Mstep: Class 3 contains 8168 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 4042 members 
Mstep: Class 6 contains 101712 members 
Mstep: Class 7 contains 22306 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 1584 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 6856 members 
Mstep: Class 13 contains 83596 members 
Mstep: Class 14 contains 150502 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 6182 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 30810 members 
Mstep: Class 23 contains 6225 members 
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Iteration 51Q: 20 clusters Score -5.238334e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 106731 members 
Mstep: Class 3 contains 7868 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 4038 members 
Mstep: Class 6 contains 101776 members 
Mstep: Class 7 contains 22684 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1607 members 
Mstep: Class 10 contains 936 members 
Mstep: Class 11 contains 6811 members 
Mstep: Class 13 contains 83342 members 
Mstep: Class 14 contains 150518 members 
Mstep: Class 15 contains 9593 members 
Mstep: Class 16 contains 6182 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 10237 members 
Mstep: Class 20 contains 30776 members 
Mstep: Class 23 contains 6179 members 
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Iteration 52Q: 20 clusters Score -5.238375e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 106823 members 
Mstep: Class 3 contains 7603 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 4035 members 
Mstep: Class 6 contains 101839 members 
Mstep: Class 7 contains 23034 members 
Mstep: Class 8 contains 4484 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 13 contains 83078 members 
Mstep: Class 14 contains 150540 members 
Mstep: Class 15 contains 9553 members 
Mstep: Class 16 contains 6178 members 
Mstep: Class 18 contains 3516 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 30745 members 
Mstep: Class 23 contains 6135 members 
Entering Unmasked Estep 
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Iteration 53Q: 20 clusters Score -5.238407e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 106942 members 
Mstep: Class 3 contains 7326 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 4033 members 
Mstep: Class 6 contains 101902 members 
Mstep: Class 7 contains 23391 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 1680 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 6739 members 
Mstep: Class 13 contains 82814 members 
Mstep: Class 14 contains 150558 members 
Mstep: Class 15 contains 9510 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 18 contains 3547 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 30718 members 
Mstep: Class 23 contains 6099 members 
Entering Unmasked Estep 
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Iteration 54Q: 20 clusters Score -5.238455e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 107030 members 
Mstep: Class 3 contains 7073 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 101964 members 
Mstep: Class 7 contains 23720 members 
Mstep: Class 8 contains 4497 members 
Mstep: Class 9 contains 1710 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 13 contains 82577 members 
Mstep: Class 14 contains 150570 members 
Mstep: Class 15 contains 9471 members 
Mstep: Class 16 contains 6171 members 
Mstep: Class 18 contains 3571 members 
Mstep: Class 19 contains 10260 members 
Mstep: Class 20 contains 30696 members 
Mstep: Class 23 contains 6062 members 
Entering Unmasked Estep 
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Iteration 55Q: 20 clusters Score -5.238497e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 107121 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 4032 members 
Mstep: Class 6 contains 101997 members 
Mstep: Class 7 contains 23962 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 1746 members 
Mstep: Class 10 contains 930 members 
Mstep: Class 11 contains 6690 members 
Mstep: Class 13 contains 82353 members 
Mstep: Class 14 contains 150591 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 6169 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 10269 members 
Mstep: Class 20 contains 30679 members 
Mstep: Class 23 contains 6043 members 
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Iteration 56Q: 20 clusters Score -5.238511e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 107189 members 
Mstep: Class 3 contains 6795 members 
Mstep: Class 4 contains 559 members 
Mstep: Class 5 contains 4032 members 
Mstep: Class 6 contains 102036 members 
Mstep: Class 7 contains 24142 members 
Mstep: Class 8 contains 4495 members 
Mstep: Class 9 contains 1778 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 6676 members 
Mstep: Class 13 contains 82165 members 
Mstep: Class 14 contains 150611 members 
Mstep: Class 15 contains 9377 members 
Mstep: Class 16 contains 6167 members 
Mstep: Class 18 contains 3609 members 
Mstep: Class 19 contains 10277 members 
Mstep: Class 20 contains 30664 members 
Mstep: Class 23 contains 6016 members 
Entering Unmasked Estep 
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Iteration 57Q: 20 clusters Score -5.238522e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 107247 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 4030 members 
Mstep: Class 6 contains 102078 members 
Mstep: Class 7 contains 24270 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 1804 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 6664 members 
Mstep: Class 13 contains 82014 members 
Mstep: Class 14 contains 150614 members 
Mstep: Class 15 contains 9349 members 
Mstep: Class 16 contains 6167 members 
Mstep: Class 18 contains 3625 members 
Mstep: Class 19 contains 10290 members 
Mstep: Class 20 contains 30649 members 
Mstep: Class 23 contains 5985 members 
Entering Unmasked Estep 
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Iteration 58Q: 20 clusters Score -5.238535e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 107302 members 
Mstep: Class 3 contains 6662 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 4025 members 
Mstep: Class 6 contains 102107 members 
Mstep: Class 7 contains 24364 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 1826 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 13 contains 81879 members 
Mstep: Class 14 contains 150630 members 
Mstep: Class 15 contains 9308 members 
Mstep: Class 16 contains 6165 members 
Mstep: Class 18 contains 3631 members 
Mstep: Class 19 contains 10302 members 
Mstep: Class 20 contains 30642 members 
Mstep: Class 23 contains 5965 members 
Entering Unmasked Estep 
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Iteration 59Q: 20 clusters Score -5.238538e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 107370 members 
Mstep: Class 3 contains 6637 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 102128 members 
Mstep: Class 7 contains 24425 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 9 contains 1846 members 
Mstep: Class 10 contains 931 members 
Mstep: Class 11 contains 6653 members 
Mstep: Class 13 contains 81754 members 
Mstep: Class 14 contains 150643 members 
Mstep: Class 15 contains 9276 members 
Mstep: Class 16 contains 6165 members 
Mstep: Class 18 contains 3640 members 
Mstep: Class 19 contains 10312 members 
Mstep: Class 20 contains 30626 members 
Mstep: Class 23 contains 5947 members 
Entering Unmasked Estep 
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Iteration 60F: 20 clusters Score -5.238549e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 107407 members 
Mstep: Class 3 contains 6655 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 4019 members 
Mstep: Class 6 contains 102150 members 
Mstep: Class 7 contains 24486 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 1858 members 
Mstep: Class 10 contains 939 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 13 contains 81597 members 
Mstep: Class 14 contains 150654 members 
Mstep: Class 15 contains 9243 members 
Mstep: Class 16 contains 6171 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 10319 members 
Mstep: Class 20 contains 30615 members 
Mstep: Class 23 contains 5930 members 
Entering Unmasked Estep 
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Iteration 61Q: 20 clusters Score -5.238572e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 107456 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 102166 members 
Mstep: Class 7 contains 24540 members 
Mstep: Class 8 contains 4513 members 
Mstep: Class 9 contains 1867 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 6618 members 
Mstep: Class 13 contains 81433 members 
Mstep: Class 14 contains 150654 members 
Mstep: Class 15 contains 9220 members 
Mstep: Class 16 contains 6171 members 
Mstep: Class 18 contains 3683 members 
Mstep: Class 19 contains 10322 members 
Mstep: Class 20 contains 30606 members 
Mstep: Class 23 contains 5922 members 
Entering Unmasked Estep 
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Iteration 62Q: 20 clusters Score -5.238574e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 107484 members 
Mstep: Class 3 contains 6696 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 102179 members 
Mstep: Class 7 contains 24595 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 13 contains 81303 members 
Mstep: Class 14 contains 150654 members 
Mstep: Class 15 contains 9211 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 18 contains 3698 members 
Mstep: Class 19 contains 10324 members 
Mstep: Class 20 contains 30602 members 
Mstep: Class 23 contains 5916 members 
Entering Unmasked Estep 
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Iteration 63Q: 20 clusters Score -5.238578e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 107521 members 
Mstep: Class 3 contains 6715 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 102188 members 
Mstep: Class 7 contains 24641 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 1877 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 6582 members 
Mstep: Class 13 contains 81188 members 
Mstep: Class 14 contains 150651 members 
Mstep: Class 15 contains 9215 members 
Mstep: Class 16 contains 6171 members 
Mstep: Class 18 contains 3710 members 
Mstep: Class 19 contains 10325 members 
Mstep: Class 20 contains 30595 members 
Mstep: Class 23 contains 5917 members 
Entering Unmasked Estep 
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Iteration 64Q: 20 clusters Score -5.238589e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 107552 members 
Mstep: Class 3 contains 6729 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 102198 members 
Mstep: Class 7 contains 24683 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 1879 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 6555 members 
Mstep: Class 13 contains 81094 members 
Mstep: Class 14 contains 150648 members 
Mstep: Class 15 contains 9216 members 
Mstep: Class 16 contains 6171 members 
Mstep: Class 18 contains 3726 members 
Mstep: Class 19 contains 10325 members 
Mstep: Class 20 contains 30588 members 
Mstep: Class 23 contains 5917 members 
Entering Unmasked Estep 
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Iteration 65Q: 20 clusters Score -5.238592e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 107586 members 
Mstep: Class 3 contains 6746 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 102209 members 
Mstep: Class 7 contains 24726 members 
Mstep: Class 8 contains 4521 members 
Mstep: Class 9 contains 1880 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 13 contains 81011 members 
Mstep: Class 14 contains 150645 members 
Mstep: Class 15 contains 9211 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 18 contains 3739 members 
Mstep: Class 19 contains 10327 members 
Mstep: Class 20 contains 30580 members 
Mstep: Class 23 contains 5918 members 
Entering Unmasked Estep 
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Iteration 66Q: 20 clusters Score -5.238589e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 107616 members 
Mstep: Class 3 contains 6759 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 102212 members 
Mstep: Class 7 contains 24762 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 1883 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 13 contains 80935 members 
Mstep: Class 14 contains 150647 members 
Mstep: Class 15 contains 9210 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 18 contains 3751 members 
Mstep: Class 19 contains 10327 members 
Mstep: Class 20 contains 30575 members 
Mstep: Class 23 contains 5921 members 
Entering Unmasked Estep 
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Iteration 67Q: 20 clusters Score -5.238591e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 107644 members 
Mstep: Class 3 contains 6778 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 102220 members 
Mstep: Class 7 contains 24793 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 1886 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6482 members 
Mstep: Class 13 contains 80851 members 
Mstep: Class 14 contains 150652 members 
Mstep: Class 15 contains 9213 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 18 contains 3768 members 
Mstep: Class 19 contains 10328 members 
Mstep: Class 20 contains 30569 members 
Mstep: Class 23 contains 5919 members 
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Iteration 68Q: 20 clusters Score -5.238587e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 107669 members 
Mstep: Class 3 contains 6807 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 102230 members 
Mstep: Class 7 contains 24811 members 
Mstep: Class 8 contains 4528 members 
Mstep: Class 9 contains 1890 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6461 members 
Mstep: Class 13 contains 80778 members 
Mstep: Class 14 contains 150653 members 
Mstep: Class 15 contains 9211 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 18 contains 3780 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30566 members 
Mstep: Class 23 contains 5911 members 
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Iteration 69Q: 20 clusters Score -5.238588e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 107694 members 
Mstep: Class 3 contains 6819 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 102240 members 
Mstep: Class 7 contains 24828 members 
Mstep: Class 8 contains 4530 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6444 members 
Mstep: Class 13 contains 80720 members 
Mstep: Class 14 contains 150660 members 
Mstep: Class 15 contains 9212 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30562 members 
Mstep: Class 23 contains 5904 members 
Entering Unmasked Estep 
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Iteration 70Q: 20 clusters Score -5.238596e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 107724 members 
Mstep: Class 3 contains 6837 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 102249 members 
Mstep: Class 7 contains 24849 members 
Mstep: Class 8 contains 4525 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6437 members 
Mstep: Class 13 contains 80657 members 
Mstep: Class 14 contains 150668 members 
Mstep: Class 15 contains 9210 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 18 contains 3786 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30559 members 
Mstep: Class 23 contains 5901 members 
Entering Unmasked Estep 
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Iteration 71Q: 20 clusters Score -5.238591e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 107735 members 
Mstep: Class 3 contains 6865 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 102258 members 
Mstep: Class 7 contains 24866 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6438 members 
Mstep: Class 13 contains 80597 members 
Mstep: Class 14 contains 150668 members 
Mstep: Class 15 contains 9211 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 18 contains 3791 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30558 members 
Mstep: Class 23 contains 5893 members 
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Iteration 72Q: 20 clusters Score -5.238588e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 107757 members 
Mstep: Class 3 contains 6878 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 102267 members 
Mstep: Class 7 contains 24884 members 
Mstep: Class 8 contains 4524 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6439 members 
Mstep: Class 13 contains 80543 members 
Mstep: Class 14 contains 150670 members 
Mstep: Class 15 contains 9207 members 
Mstep: Class 16 contains 6173 members 
Mstep: Class 18 contains 3794 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30558 members 
Mstep: Class 23 contains 5883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385856.000000 Penalty: 40907.082031
Iteration 73Q: 20 clusters Score -5.238586e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 107770 members 
Mstep: Class 3 contains 6893 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4011 members 
Mstep: Class 6 contains 102276 members 
Mstep: Class 7 contains 24902 members 
Mstep: Class 8 contains 4522 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6436 members 
Mstep: Class 13 contains 80497 members 
Mstep: Class 14 contains 150673 members 
Mstep: Class 15 contains 9203 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30558 members 
Mstep: Class 23 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385856.000000 Penalty: 40907.082031
Iteration 74Q: 20 clusters Score -5.238586e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 107794 members 
Mstep: Class 3 contains 6899 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4013 members 
Mstep: Class 6 contains 102280 members 
Mstep: Class 7 contains 24919 members 
Mstep: Class 8 contains 4520 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6437 members 
Mstep: Class 13 contains 80451 members 
Mstep: Class 14 contains 150675 members 
Mstep: Class 15 contains 9201 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 18 contains 3796 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30555 members 
Mstep: Class 23 contains 5873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385840.000000 Penalty: 40907.082031
Iteration 75Q: 20 clusters Score -5.238584e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 107821 members 
Mstep: Class 3 contains 6925 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 6 contains 102286 members 
Mstep: Class 7 contains 24934 members 
Mstep: Class 8 contains 4522 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6431 members 
Mstep: Class 13 contains 80381 members 
Mstep: Class 14 contains 150674 members 
Mstep: Class 15 contains 9202 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30553 members 
Mstep: Class 23 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385904.000000 Penalty: 40907.082031
Iteration 76Q: 20 clusters Score -5.23859e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 107853 members 
Mstep: Class 3 contains 6940 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 102291 members 
Mstep: Class 7 contains 24944 members 
Mstep: Class 8 contains 4521 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6423 members 
Mstep: Class 13 contains 80325 members 
Mstep: Class 14 contains 150677 members 
Mstep: Class 15 contains 9200 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30551 members 
Mstep: Class 23 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385888.000000 Penalty: 40907.082031
Iteration 77Q: 20 clusters Score -5.238589e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 107870 members 
Mstep: Class 3 contains 6950 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 102293 members 
Mstep: Class 7 contains 24956 members 
Mstep: Class 8 contains 4520 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6418 members 
Mstep: Class 13 contains 80288 members 
Mstep: Class 14 contains 150678 members 
Mstep: Class 15 contains 9199 members 
Mstep: Class 16 contains 6172 members 
Mstep: Class 18 contains 3805 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30551 members 
Mstep: Class 23 contains 5868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52385876.000000 Penalty: 40907.082031
Iteration 78Q: 20 clusters Score -5.238588e+07 nChanged 82
Entering ConstructFrom: 
Score: -52385876.000000 Penalty: 40907.082031
Entering ConstructFrom: 
Trying to split cluster 1 (10327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Entering Unmasked Estep 
Score: -995569.375000 Penalty: 1501.909058
	Iteration 0F: 2 clusters Score -995569.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -988155.375000 Penalty: 3003.818115
	Iteration 0F: 3 clusters Score -988155.4 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -990486.812500 Penalty: 3003.818115
	Iteration 1F: 3 clusters Score -990486.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -990728.875000 Penalty: 3003.818115
	Iteration 2F: 3 clusters Score -990728.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -990924.562500 Penalty: 3003.818115
	Iteration 3F: 3 clusters Score -990924.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -991098.687500 Penalty: 3003.818115
	Iteration 4Q: 3 clusters Score -991098.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -991283.687500 Penalty: 3003.818115
	Iteration 5Q: 3 clusters Score -991283.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -991507.875000 Penalty: 3003.818115
	Iteration 6Q: 3 clusters Score -991507.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -991799.250000 Penalty: 3003.818115
	Iteration 7Q: 3 clusters Score -991799.2 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -992170.500000 Penalty: 3003.818115
	Iteration 8F: 3 clusters Score -992170.5 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -992600.562500 Penalty: 3003.818115
	Iteration 9F: 3 clusters Score -992600.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -993025.500000 Penalty: 3003.818115
	Iteration 10F: 3 clusters Score -993025.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -993412.687500 Penalty: 3003.818115
	Iteration 11Q: 3 clusters Score -993412.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -993715.187500 Penalty: 3003.818115
	Iteration 12Q: 3 clusters Score -993715.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -993935.625000 Penalty: 3003.818115
	Iteration 13Q: 3 clusters Score -993935.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -994056.750000 Penalty: 3003.818115
	Iteration 14Q: 3 clusters Score -994056.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -994132.375000 Penalty: 3003.818115
	Iteration 15Q: 3 clusters Score -994132.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -994189.625000 Penalty: 3003.818115
	Iteration 16Q: 3 clusters Score -994189.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -994221.562500 Penalty: 3003.818115
	Iteration 17Q: 3 clusters Score -994221.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -994241.875000 Penalty: 3003.818115
	Iteration 18Q: 3 clusters Score -994241.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -994254.187500 Penalty: 3003.818115
	Iteration 19Q: 3 clusters Score -994254.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -994265.687500 Penalty: 3003.818115
	Iteration 20F: 3 clusters Score -994265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -994274.250000 Penalty: 3003.818115
	Iteration 21Q: 3 clusters Score -994274.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -994279.312500 Penalty: 3003.818115
	Iteration 22Q: 3 clusters Score -994279.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -994288.250000 Penalty: 3003.818115
	Iteration 23Q: 3 clusters Score -994288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -994293.437500 Penalty: 3003.818115
	Iteration 24Q: 3 clusters Score -994293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -994295.562500 Penalty: 3003.818115
	Iteration 25Q: 3 clusters Score -994295.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -994302.062500 Penalty: 3003.818115
	Iteration 26Q: 3 clusters Score -994302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -994304.875000 Penalty: 3003.818115
	Iteration 27Q: 3 clusters Score -994304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -994306.062500 Penalty: 3003.818115
	Iteration 28Q: 3 clusters Score -994306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -994306.187500 Penalty: 3003.818115
	Iteration 29Q: 3 clusters Score -994306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -994306.312500 Penalty: 3003.818115
	Iteration 30Q: 3 clusters Score -994306.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -994306.312500 Penalty: 3003.818115
	Iteration 31F: 3 clusters Score -994306.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (107882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107882 members 
Entering Unmasked Estep 
Score: -10144135.000000 Penalty: 1883.178955
	Iteration 0F: 2 clusters Score -1.014414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 54067 members 
Entering Unmasked Estep 
Score: -10071836.000000 Penalty: 3766.357910
	Iteration 0F: 3 clusters Score -1.007184e+07 nChanged 51437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -10101500.000000 Penalty: 3766.357910
	Iteration 1F: 3 clusters Score -1.01015e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -10102097.000000 Penalty: 3766.357910
	Iteration 2Q: 3 clusters Score -1.01021e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 56211 members 
Entering Unmasked Estep 
Score: -10102798.000000 Penalty: 3766.357910
	Iteration 3Q: 3 clusters Score -1.01028e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -10103581.000000 Penalty: 3766.357910
	Iteration 4Q: 3 clusters Score -1.010358e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -10104538.000000 Penalty: 3766.357910
	Iteration 5Q: 3 clusters Score -1.010454e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -10105804.000000 Penalty: 3766.357910
	Iteration 6Q: 3 clusters Score -1.01058e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 65342 members 
Entering Unmasked Estep 
Score: -10107909.000000 Penalty: 3766.357910
	Iteration 7Q: 3 clusters Score -1.010791e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 70893 members 
Entering Unmasked Estep 
Score: -10111502.000000 Penalty: 3766.357910
	Iteration 8F: 3 clusters Score -1.01115e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -10116819.000000 Penalty: 3766.357910
	Iteration 9F: 3 clusters Score -1.011682e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -10123971.000000 Penalty: 3766.357910
	Iteration 10F: 3 clusters Score -1.012397e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 95179 members 
Entering Unmasked Estep 
Score: -10131500.000000 Penalty: 3766.357910
	Iteration 11F: 3 clusters Score -1.01315e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 101506 members 
Entering Unmasked Estep 
Score: -10137112.000000 Penalty: 3766.357910
	Iteration 12F: 3 clusters Score -1.013711e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 105040 members 
Entering Unmasked Estep 
Score: -10140135.000000 Penalty: 3766.357910
	Iteration 13Q: 3 clusters Score -1.014014e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -10141534.000000 Penalty: 3766.357910
	Iteration 14Q: 3 clusters Score -1.014153e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 107282 members 
Entering Unmasked Estep 
Score: -10142066.000000 Penalty: 3766.357910
	Iteration 15Q: 3 clusters Score -1.014207e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 107500 members 
Entering Unmasked Estep 
Score: -10142320.000000 Penalty: 3766.357910
	Iteration 16Q: 3 clusters Score -1.014232e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 107582 members 
Entering Unmasked Estep 
Score: -10142409.000000 Penalty: 3766.357910
	Iteration 17Q: 3 clusters Score -1.014241e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 107622 members 
Entering Unmasked Estep 
Score: -10142468.000000 Penalty: 3766.357910
	Iteration 18Q: 3 clusters Score -1.014247e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 107641 members 
Entering Unmasked Estep 
Score: -10142468.000000 Penalty: 3766.357910
	Iteration 19Q: 3 clusters Score -1.014247e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 107656 members 
Entering Unmasked Estep 
Score: -10142502.000000 Penalty: 3766.357910
	Iteration 20F: 3 clusters Score -1.01425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 107666 members 
Entering Unmasked Estep 
Score: -10142521.000000 Penalty: 3766.357910
	Iteration 21Q: 3 clusters Score -1.014252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -10142518.000000 Penalty: 3766.357910
	Iteration 22Q: 3 clusters Score -1.014252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 107673 members 
Entering Unmasked Estep 
Score: -10142529.000000 Penalty: 3766.357910
	Iteration 23Q: 3 clusters Score -1.014253e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 107672 members 
Entering Unmasked Estep 
Score: -10142539.000000 Penalty: 3766.357910
	Iteration 24Q: 3 clusters Score -1.014254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 107673 members 
Entering Unmasked Estep 
Score: -10142542.000000 Penalty: 3766.357910
	Iteration 25Q: 3 clusters Score -1.014254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 107674 members 
Entering Unmasked Estep 
Score: -10142536.000000 Penalty: 3766.357910
	Iteration 26Q: 3 clusters Score -1.014254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 107674 members 
Entering Unmasked Estep 
Score: -10142536.000000 Penalty: 3766.357910
	Iteration 27F: 3 clusters Score -1.014254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Entering Unmasked Estep 
Score: -668114.500000 Penalty: 1437.765991
	Iteration 0F: 2 clusters Score -668114.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -662860.437500 Penalty: 2875.531982
	Iteration 0F: 3 clusters Score -662860.4 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -664514.625000 Penalty: 2875.531982
	Iteration 1F: 3 clusters Score -664514.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -664735.750000 Penalty: 2875.531982
	Iteration 2F: 3 clusters Score -664735.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -664915.500000 Penalty: 2875.531982
	Iteration 3F: 3 clusters Score -664915.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -665075.875000 Penalty: 2875.531982
	Iteration 4Q: 3 clusters Score -665075.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -665232.375000 Penalty: 2875.531982
	Iteration 5Q: 3 clusters Score -665232.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -665367.000000 Penalty: 2875.531982
	Iteration 6Q: 3 clusters Score -665367 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -665478.812500 Penalty: 2875.531982
	Iteration 7Q: 3 clusters Score -665478.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -665589.000000 Penalty: 2875.531982
	Iteration 8Q: 3 clusters Score -665589 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -665696.562500 Penalty: 2875.531982
	Iteration 9Q: 3 clusters Score -665696.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -665815.500000 Penalty: 2875.531982
	Iteration 10Q: 3 clusters Score -665815.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -665944.375000 Penalty: 2875.531982
	Iteration 11Q: 3 clusters Score -665944.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -666059.562500 Penalty: 2875.531982
	Iteration 12Q: 3 clusters Score -666059.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -666176.687500 Penalty: 2875.531982
	Iteration 13Q: 3 clusters Score -666176.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -666262.187500 Penalty: 2875.531982
	Iteration 14Q: 3 clusters Score -666262.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -666316.312500 Penalty: 2875.531982
	Iteration 15Q: 3 clusters Score -666316.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -666352.625000 Penalty: 2875.531982
	Iteration 16Q: 3 clusters Score -666352.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -666378.000000 Penalty: 2875.531982
	Iteration 17Q: 3 clusters Score -666378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -666403.187500 Penalty: 2875.531982
	Iteration 18Q: 3 clusters Score -666403.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -666431.687500 Penalty: 2875.531982
	Iteration 19Q: 3 clusters Score -666431.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -666452.625000 Penalty: 2875.531982
	Iteration 20F: 3 clusters Score -666452.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -666478.875000 Penalty: 2875.531982
	Iteration 21Q: 3 clusters Score -666478.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -666506.062500 Penalty: 2875.531982
	Iteration 22Q: 3 clusters Score -666506.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -666527.250000 Penalty: 2875.531982
	Iteration 23Q: 3 clusters Score -666527.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -666552.562500 Penalty: 2875.531982
	Iteration 24Q: 3 clusters Score -666552.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -666574.562500 Penalty: 2875.531982
	Iteration 25Q: 3 clusters Score -666574.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -666601.625000 Penalty: 2875.531982
	Iteration 26Q: 3 clusters Score -666601.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -666626.125000 Penalty: 2875.531982
	Iteration 27Q: 3 clusters Score -666626.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -666651.437500 Penalty: 2875.531982
	Iteration 28Q: 3 clusters Score -666651.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -666678.437500 Penalty: 2875.531982
	Iteration 29Q: 3 clusters Score -666678.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -666697.562500 Penalty: 2875.531982
	Iteration 30Q: 3 clusters Score -666697.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -666714.500000 Penalty: 2875.531982
	Iteration 31Q: 3 clusters Score -666714.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -666723.875000 Penalty: 2875.531982
	Iteration 32Q: 3 clusters Score -666723.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -666732.250000 Penalty: 2875.531982
	Iteration 33Q: 3 clusters Score -666732.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -666742.937500 Penalty: 2875.531982
	Iteration 34Q: 3 clusters Score -666742.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -666752.375000 Penalty: 2875.531982
	Iteration 35Q: 3 clusters Score -666752.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -666760.187500 Penalty: 2875.531982
	Iteration 36Q: 3 clusters Score -666760.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -666768.062500 Penalty: 2875.531982
	Iteration 37Q: 3 clusters Score -666768.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -666778.750000 Penalty: 2875.531982
	Iteration 38Q: 3 clusters Score -666778.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -666789.250000 Penalty: 2875.531982
	Iteration 39Q: 3 clusters Score -666789.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -666801.437500 Penalty: 2875.531982
	Iteration 40F: 3 clusters Score -666801.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -666809.125000 Penalty: 2875.531982
	Iteration 41Q: 3 clusters Score -666809.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -666814.812500 Penalty: 2875.531982
	Iteration 42Q: 3 clusters Score -666814.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -666821.812500 Penalty: 2875.531982
	Iteration 43Q: 3 clusters Score -666821.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -666828.875000 Penalty: 2875.531982
	Iteration 44Q: 3 clusters Score -666828.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -666840.750000 Penalty: 2875.531982
	Iteration 45Q: 3 clusters Score -666840.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -666849.625000 Penalty: 2875.531982
	Iteration 46Q: 3 clusters Score -666849.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -666854.125000 Penalty: 2875.531982
	Iteration 47Q: 3 clusters Score -666854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -666860.000000 Penalty: 2875.531982
	Iteration 48Q: 3 clusters Score -666860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -666863.875000 Penalty: 2875.531982
	Iteration 49Q: 3 clusters Score -666863.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -666866.187500 Penalty: 2875.531982
	Iteration 50Q: 3 clusters Score -666866.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -666868.687500 Penalty: 2875.531982
	Iteration 51Q: 3 clusters Score -666868.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -666872.375000 Penalty: 2875.531982
	Iteration 52Q: 3 clusters Score -666872.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -666877.437500 Penalty: 2875.531982
	Iteration 53Q: 3 clusters Score -666877.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -666881.562500 Penalty: 2875.531982
	Iteration 54Q: 3 clusters Score -666881.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -666885.812500 Penalty: 2875.531982
	Iteration 55Q: 3 clusters Score -666885.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -666887.562500 Penalty: 2875.531982
	Iteration 56Q: 3 clusters Score -666887.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -666890.187500 Penalty: 2875.531982
	Iteration 57Q: 3 clusters Score -666890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -666890.187500 Penalty: 2875.531982
	Iteration 58Q: 3 clusters Score -666890.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -666890.187500 Penalty: 2875.531982
	Iteration 59F: 3 clusters Score -666890.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Entering Unmasked Estep 
Score: -49047.382812 Penalty: 1025.361694
	Iteration 0F: 2 clusters Score -49047.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -47918.851562 Penalty: 2050.723389
	Iteration 0F: 3 clusters Score -47918.85 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -48126.042969 Penalty: 2050.723389
	Iteration 1F: 3 clusters Score -48126.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48177.605469 Penalty: 2050.723389
	Iteration 2F: 3 clusters Score -48177.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48200.046875 Penalty: 2050.723389
	Iteration 3Q: 3 clusters Score -48200.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48208.761719 Penalty: 2050.723389
	Iteration 4Q: 3 clusters Score -48208.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48211.722656 Penalty: 2050.723389
	Iteration 5Q: 3 clusters Score -48211.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48211.722656 Penalty: 2050.723389
	Iteration 6F: 3 clusters Score -48211.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Entering Unmasked Estep 
Score: -373850.218750 Penalty: 1348.431763
	Iteration 0F: 2 clusters Score -373850.2 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 2052 members 
Entering Unmasked Estep 
Score: -370501.156250 Penalty: 2696.863525
	Iteration 0F: 3 clusters Score -370501.2 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -371437.062500 Penalty: 2696.863525
	Iteration 1F: 3 clusters Score -371437.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -371623.437500 Penalty: 2696.863525
	Iteration 2F: 3 clusters Score -371623.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -371785.281250 Penalty: 2696.863525
	Iteration 3F: 3 clusters Score -371785.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -371934.375000 Penalty: 2696.863525
	Iteration 4F: 3 clusters Score -371934.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -372080.906250 Penalty: 2696.863525
	Iteration 5Q: 3 clusters Score -372080.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -372226.875000 Penalty: 2696.863525
	Iteration 6Q: 3 clusters Score -372226.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -372361.625000 Penalty: 2696.863525
	Iteration 7Q: 3 clusters Score -372361.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -372488.031250 Penalty: 2696.863525
	Iteration 8Q: 3 clusters Score -372488 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -372622.906250 Penalty: 2696.863525
	Iteration 9Q: 3 clusters Score -372622.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -372743.968750 Penalty: 2696.863525
	Iteration 10Q: 3 clusters Score -372744 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -372849.718750 Penalty: 2696.863525
	Iteration 11Q: 3 clusters Score -372849.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -372917.781250 Penalty: 2696.863525
	Iteration 12Q: 3 clusters Score -372917.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -372971.406250 Penalty: 2696.863525
	Iteration 13Q: 3 clusters Score -372971.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -373013.093750 Penalty: 2696.863525
	Iteration 14Q: 3 clusters Score -373013.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -373046.968750 Penalty: 2696.863525
	Iteration 15Q: 3 clusters Score -373047 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -373067.468750 Penalty: 2696.863525
	Iteration 16Q: 3 clusters Score -373067.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -373082.187500 Penalty: 2696.863525
	Iteration 17Q: 3 clusters Score -373082.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -373092.156250 Penalty: 2696.863525
	Iteration 18Q: 3 clusters Score -373092.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -373101.093750 Penalty: 2696.863525
	Iteration 19Q: 3 clusters Score -373101.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -373107.250000 Penalty: 2696.863525
	Iteration 20F: 3 clusters Score -373107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -373111.343750 Penalty: 2696.863525
	Iteration 21Q: 3 clusters Score -373111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -373113.812500 Penalty: 2696.863525
	Iteration 22Q: 3 clusters Score -373113.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -373116.406250 Penalty: 2696.863525
	Iteration 23Q: 3 clusters Score -373116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -373116.562500 Penalty: 2696.863525
	Iteration 24Q: 3 clusters Score -373116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -373116.875000 Penalty: 2696.863525
	Iteration 25Q: 3 clusters Score -373116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -373116.875000 Penalty: 2696.863525
	Iteration 26F: 3 clusters Score -373116.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102300 members 
Entering Unmasked Estep 
Score: -9621952.000000 Penalty: 1874.545532
	Iteration 0F: 2 clusters Score -9621952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -9553436.000000 Penalty: 3749.091064
	Iteration 0F: 3 clusters Score -9553436 nChanged 48943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -9582268.000000 Penalty: 3749.091064
	Iteration 1F: 3 clusters Score -9582268 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -9582887.000000 Penalty: 3749.091064
	Iteration 2Q: 3 clusters Score -9582887 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -9583682.000000 Penalty: 3749.091064
	Iteration 3Q: 3 clusters Score -9583682 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 52416 members 
Entering Unmasked Estep 
Score: -9584570.000000 Penalty: 3749.091064
	Iteration 4Q: 3 clusters Score -9584570 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -9585928.000000 Penalty: 3749.091064
	Iteration 5Q: 3 clusters Score -9585928 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -9588096.000000 Penalty: 3749.091064
	Iteration 6Q: 3 clusters Score -9588096 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -9591394.000000 Penalty: 3749.091064
	Iteration 7F: 3 clusters Score -9591394 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 57765 members 
Entering Unmasked Estep 
Score: -9595810.000000 Penalty: 3749.091064
	Iteration 8F: 3 clusters Score -9595810 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -9599803.000000 Penalty: 3749.091064
	Iteration 9F: 3 clusters Score -9599803 nChanged 4686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -9601601.000000 Penalty: 3749.091064
	Iteration 10Q: 3 clusters Score -9601601 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 61570 members 
Entering Unmasked Estep 
Score: -9602315.000000 Penalty: 3749.091064
	Iteration 11Q: 3 clusters Score -9602315 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -9602611.000000 Penalty: 3749.091064
	Iteration 12Q: 3 clusters Score -9602611 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 63918 members 
Entering Unmasked Estep 
Score: -9602793.000000 Penalty: 3749.091064
	Iteration 13Q: 3 clusters Score -9602793 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 65137 members 
Entering Unmasked Estep 
Score: -9603042.000000 Penalty: 3749.091064
	Iteration 14Q: 3 clusters Score -9603042 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -9603334.000000 Penalty: 3749.091064
	Iteration 15Q: 3 clusters Score -9603334 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -9603706.000000 Penalty: 3749.091064
	Iteration 16Q: 3 clusters Score -9603706 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -9604137.000000 Penalty: 3749.091064
	Iteration 17Q: 3 clusters Score -9604137 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -9604606.000000 Penalty: 3749.091064
	Iteration 18Q: 3 clusters Score -9604606 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -9605100.000000 Penalty: 3749.091064
	Iteration 19Q: 3 clusters Score -9605100 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 74735 members 
Entering Unmasked Estep 
Score: -9605789.000000 Penalty: 3749.091064
	Iteration 20F: 3 clusters Score -9605789 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 76768 members 
Entering Unmasked Estep 
Score: -9606531.000000 Penalty: 3749.091064
	Iteration 21Q: 3 clusters Score -9606531 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 78898 members 
Entering Unmasked Estep 
Score: -9607304.000000 Penalty: 3749.091064
	Iteration 22Q: 3 clusters Score -9607304 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -9608174.000000 Penalty: 3749.091064
	Iteration 23Q: 3 clusters Score -9608174 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -9609118.000000 Penalty: 3749.091064
	Iteration 24Q: 3 clusters Score -9609118 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -9610219.000000 Penalty: 3749.091064
	Iteration 25Q: 3 clusters Score -9610219 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -9611455.000000 Penalty: 3749.091064
	Iteration 26Q: 3 clusters Score -9611455 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 90101 members 
Entering Unmasked Estep 
Score: -9612689.000000 Penalty: 3749.091064
	Iteration 27Q: 3 clusters Score -9612689 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -9613971.000000 Penalty: 3749.091064
	Iteration 28Q: 3 clusters Score -9613971 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 94175 members 
Entering Unmasked Estep 
Score: -9615164.000000 Penalty: 3749.091064
	Iteration 29Q: 3 clusters Score -9615164 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 95851 members 
Entering Unmasked Estep 
Score: -9616276.000000 Penalty: 3749.091064
	Iteration 30Q: 3 clusters Score -9616276 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 97218 members 
Entering Unmasked Estep 
Score: -9617142.000000 Penalty: 3749.091064
	Iteration 31Q: 3 clusters Score -9617142 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -9617902.000000 Penalty: 3749.091064
	Iteration 32Q: 3 clusters Score -9617902 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -9618553.000000 Penalty: 3749.091064
	Iteration 33Q: 3 clusters Score -9618553 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 99960 members 
Entering Unmasked Estep 
Score: -9619040.000000 Penalty: 3749.091064
	Iteration 34Q: 3 clusters Score -9619040 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 100537 members 
Entering Unmasked Estep 
Score: -9619462.000000 Penalty: 3749.091064
	Iteration 35Q: 3 clusters Score -9619462 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -9619720.000000 Penalty: 3749.091064
	Iteration 36Q: 3 clusters Score -9619720 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 101251 members 
Entering Unmasked Estep 
Score: -9619931.000000 Penalty: 3749.091064
	Iteration 37Q: 3 clusters Score -9619931 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 101442 members 
Entering Unmasked Estep 
Score: -9620024.000000 Penalty: 3749.091064
	Iteration 38Q: 3 clusters Score -9620024 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 101571 members 
Entering Unmasked Estep 
Score: -9620103.000000 Penalty: 3749.091064
	Iteration 39Q: 3 clusters Score -9620103 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 101660 members 
Entering Unmasked Estep 
Score: -9620190.000000 Penalty: 3749.091064
	Iteration 40F: 3 clusters Score -9620190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 101738 members 
Entering Unmasked Estep 
Score: -9620218.000000 Penalty: 3749.091064
	Iteration 41Q: 3 clusters Score -9620218 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 101789 members 
Entering Unmasked Estep 
Score: -9620263.000000 Penalty: 3749.091064
	Iteration 42Q: 3 clusters Score -9620263 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 101822 members 
Entering Unmasked Estep 
Score: -9620280.000000 Penalty: 3749.091064
	Iteration 43Q: 3 clusters Score -9620280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -9620310.000000 Penalty: 3749.091064
	Iteration 44Q: 3 clusters Score -9620310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 101874 members 
Entering Unmasked Estep 
Score: -9620321.000000 Penalty: 3749.091064
	Iteration 45Q: 3 clusters Score -9620321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 101886 members 
Entering Unmasked Estep 
Score: -9620335.000000 Penalty: 3749.091064
	Iteration 46Q: 3 clusters Score -9620335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 101896 members 
Entering Unmasked Estep 
Score: -9620336.000000 Penalty: 3749.091064
	Iteration 47Q: 3 clusters Score -9620336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 101902 members 
Entering Unmasked Estep 
Score: -9620337.000000 Penalty: 3749.091064
	Iteration 48Q: 3 clusters Score -9620337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 101906 members 
Entering Unmasked Estep 
Score: -9620332.000000 Penalty: 3749.091064
	Iteration 49Q: 3 clusters Score -9620332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -9620334.000000 Penalty: 3749.091064
	Iteration 50Q: 3 clusters Score -9620334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 101912 members 
Entering Unmasked Estep 
Score: -9620348.000000 Penalty: 3749.091064
	Iteration 51Q: 3 clusters Score -9620348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 101914 members 
Entering Unmasked Estep 
Score: -9620341.000000 Penalty: 3749.091064
	Iteration 52Q: 3 clusters Score -9620341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 101918 members 
Entering Unmasked Estep 
Score: -9620343.000000 Penalty: 3749.091064
	Iteration 53Q: 3 clusters Score -9620343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 101920 members 
Entering Unmasked Estep 
Score: -9620346.000000 Penalty: 3749.091064
	Iteration 54Q: 3 clusters Score -9620346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -9620352.000000 Penalty: 3749.091064
	Iteration 55Q: 3 clusters Score -9620352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 101923 members 
Entering Unmasked Estep 
Score: -9620360.000000 Penalty: 3749.091064
	Iteration 56Q: 3 clusters Score -9620360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 101924 members 
Entering Unmasked Estep 
Score: -9620366.000000 Penalty: 3749.091064
	Iteration 57Q: 3 clusters Score -9620366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 101925 members 
Entering Unmasked Estep 
Score: -9620372.000000 Penalty: 3749.091064
	Iteration 58Q: 3 clusters Score -9620372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 101926 members 
Entering Unmasked Estep 
Score: -9620374.000000 Penalty: 3749.091064
	Iteration 59Q: 3 clusters Score -9620374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 101926 members 
Entering Unmasked Estep 
Score: -9620374.000000 Penalty: 3749.091064
	Iteration 60F: 3 clusters Score -9620374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Entering Unmasked Estep 
Score: -2377894.750000 Penalty: 1645.369385
	Iteration 0F: 2 clusters Score -2377895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2361073.000000 Penalty: 3290.738770
	Iteration 0F: 3 clusters Score -2361073 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2367401.500000 Penalty: 3290.738770
	Iteration 1F: 3 clusters Score -2367402 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2367843.250000 Penalty: 3290.738770
	Iteration 2F: 3 clusters Score -2367843 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2368307.750000 Penalty: 3290.738770
	Iteration 3Q: 3 clusters Score -2368308 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2368881.500000 Penalty: 3290.738770
	Iteration 4Q: 3 clusters Score -2368882 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2369571.750000 Penalty: 3290.738770
	Iteration 5F: 3 clusters Score -2369572 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2370283.750000 Penalty: 3290.738770
	Iteration 6F: 3 clusters Score -2370284 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2371054.750000 Penalty: 3290.738770
	Iteration 7F: 3 clusters Score -2371055 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2371730.750000 Penalty: 3290.738770
	Iteration 8F: 3 clusters Score -2371731 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2372305.500000 Penalty: 3290.738770
	Iteration 9Q: 3 clusters Score -2372306 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2372771.250000 Penalty: 3290.738770
	Iteration 10Q: 3 clusters Score -2372771 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2373161.500000 Penalty: 3290.738770
	Iteration 11Q: 3 clusters Score -2373162 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2373525.750000 Penalty: 3290.738770
	Iteration 12Q: 3 clusters Score -2373526 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2373847.250000 Penalty: 3290.738770
	Iteration 13Q: 3 clusters Score -2373847 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2374150.750000 Penalty: 3290.738770
	Iteration 14Q: 3 clusters Score -2374151 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2374430.500000 Penalty: 3290.738770
	Iteration 15Q: 3 clusters Score -2374430 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2374690.500000 Penalty: 3290.738770
	Iteration 16Q: 3 clusters Score -2374690 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2374883.500000 Penalty: 3290.738770
	Iteration 17Q: 3 clusters Score -2374884 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -2375018.250000 Penalty: 3290.738770
	Iteration 18Q: 3 clusters Score -2375018 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2375146.250000 Penalty: 3290.738770
	Iteration 19Q: 3 clusters Score -2375146 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2375245.500000 Penalty: 3290.738770
	Iteration 20F: 3 clusters Score -2375246 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2375347.250000 Penalty: 3290.738770
	Iteration 21Q: 3 clusters Score -2375347 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2375448.000000 Penalty: 3290.738770
	Iteration 22Q: 3 clusters Score -2375448 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2375527.500000 Penalty: 3290.738770
	Iteration 23Q: 3 clusters Score -2375528 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2375593.000000 Penalty: 3290.738770
	Iteration 24Q: 3 clusters Score -2375593 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2375635.750000 Penalty: 3290.738770
	Iteration 25Q: 3 clusters Score -2375636 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2375674.500000 Penalty: 3290.738770
	Iteration 26Q: 3 clusters Score -2375674 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2375708.750000 Penalty: 3290.738770
	Iteration 27Q: 3 clusters Score -2375709 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2375740.250000 Penalty: 3290.738770
	Iteration 28Q: 3 clusters Score -2375740 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2375764.000000 Penalty: 3290.738770
	Iteration 29Q: 3 clusters Score -2375764 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2375781.000000 Penalty: 3290.738770
	Iteration 30Q: 3 clusters Score -2375781 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2375784.250000 Penalty: 3290.738770
	Iteration 31Q: 3 clusters Score -2375784 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2375805.250000 Penalty: 3290.738770
	Iteration 32Q: 3 clusters Score -2375805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2375822.500000 Penalty: 3290.738770
	Iteration 33Q: 3 clusters Score -2375822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2375828.250000 Penalty: 3290.738770
	Iteration 34Q: 3 clusters Score -2375828 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2375839.000000 Penalty: 3290.738770
	Iteration 35Q: 3 clusters Score -2375839 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2375846.000000 Penalty: 3290.738770
	Iteration 36Q: 3 clusters Score -2375846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2375856.000000 Penalty: 3290.738770
	Iteration 37Q: 3 clusters Score -2375856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2375856.250000 Penalty: 3290.738770
	Iteration 38Q: 3 clusters Score -2375856 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2375860.500000 Penalty: 3290.738770
	Iteration 39Q: 3 clusters Score -2375860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2375869.750000 Penalty: 3290.738770
	Iteration 40F: 3 clusters Score -2375870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -2375867.250000 Penalty: 3290.738770
	Iteration 41Q: 3 clusters Score -2375867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2375883.500000 Penalty: 3290.738770
	Iteration 42Q: 3 clusters Score -2375884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -2375887.000000 Penalty: 3290.738770
	Iteration 43Q: 3 clusters Score -2375887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2375885.000000 Penalty: 3290.738770
	Iteration 44Q: 3 clusters Score -2375885 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2375889.000000 Penalty: 3290.738770
	Iteration 45Q: 3 clusters Score -2375889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2375890.250000 Penalty: 3290.738770
	Iteration 46Q: 3 clusters Score -2375890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2375895.000000 Penalty: 3290.738770
	Iteration 47Q: 3 clusters Score -2375895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2375896.250000 Penalty: 3290.738770
	Iteration 48Q: 3 clusters Score -2375896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2375888.750000 Penalty: 3290.738770
	Iteration 49Q: 3 clusters Score -2375889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2375894.250000 Penalty: 3290.738770
	Iteration 50Q: 3 clusters Score -2375894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2375895.750000 Penalty: 3290.738770
	Iteration 51Q: 3 clusters Score -2375896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2375893.000000 Penalty: 3290.738770
	Iteration 52Q: 3 clusters Score -2375893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2375894.500000 Penalty: 3290.738770
	Iteration 53Q: 3 clusters Score -2375894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2375896.250000 Penalty: 3290.738770
	Iteration 54Q: 3 clusters Score -2375896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2375896.500000 Penalty: 3290.738770
	Iteration 55Q: 3 clusters Score -2375896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2375901.250000 Penalty: 3290.738770
	Iteration 56Q: 3 clusters Score -2375901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2375903.000000 Penalty: 3290.738770
	Iteration 57Q: 3 clusters Score -2375903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2375902.750000 Penalty: 3290.738770
	Iteration 58Q: 3 clusters Score -2375903 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2375904.250000 Penalty: 3290.738770
	Iteration 59Q: 3 clusters Score -2375904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2375908.000000 Penalty: 3290.738770
	Iteration 60F: 3 clusters Score -2375908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2375903.750000 Penalty: 3290.738770
	Iteration 61Q: 3 clusters Score -2375904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2375905.000000 Penalty: 3290.738770
	Iteration 62Q: 3 clusters Score -2375905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2375905.500000 Penalty: 3290.738770
	Iteration 63Q: 3 clusters Score -2375906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2375904.500000 Penalty: 3290.738770
	Iteration 64Q: 3 clusters Score -2375904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2375910.500000 Penalty: 3290.738770
	Iteration 65Q: 3 clusters Score -2375910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2375909.500000 Penalty: 3290.738770
	Iteration 66Q: 3 clusters Score -2375910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2375908.500000 Penalty: 3290.738770
	Iteration 67Q: 3 clusters Score -2375908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2375913.500000 Penalty: 3290.738770
	Iteration 68Q: 3 clusters Score -2375914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2375915.000000 Penalty: 3290.738770
	Iteration 69Q: 3 clusters Score -2375915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2375914.500000 Penalty: 3290.738770
	Iteration 70Q: 3 clusters Score -2375914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2375917.000000 Penalty: 3290.738770
	Iteration 71Q: 3 clusters Score -2375917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2375914.000000 Penalty: 3290.738770
	Iteration 72Q: 3 clusters Score -2375914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2375917.500000 Penalty: 3290.738770
	Iteration 73Q: 3 clusters Score -2375918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2375917.000000 Penalty: 3290.738770
	Iteration 74Q: 3 clusters Score -2375917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2375916.500000 Penalty: 3290.738770
	Iteration 75Q: 3 clusters Score -2375916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -2375914.250000 Penalty: 3290.738770
	Iteration 76Q: 3 clusters Score -2375914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2375918.000000 Penalty: 3290.738770
	Iteration 77Q: 3 clusters Score -2375918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2375915.750000 Penalty: 3290.738770
	Iteration 78Q: 3 clusters Score -2375916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2375915.750000 Penalty: 3290.738770
	Iteration 79F: 3 clusters Score -2375916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Entering Unmasked Estep 
Score: -388292.000000 Penalty: 1367.499634
	Iteration 0F: 2 clusters Score -388292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -384672.968750 Penalty: 2734.999268
	Iteration 0F: 3 clusters Score -384673 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -385805.187500 Penalty: 2734.999268
	Iteration 1F: 3 clusters Score -385805.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -386208.000000 Penalty: 2734.999268
	Iteration 2F: 3 clusters Score -386208 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -386627.500000 Penalty: 2734.999268
	Iteration 3F: 3 clusters Score -386627.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -386916.593750 Penalty: 2734.999268
	Iteration 4F: 3 clusters Score -386916.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -387105.187500 Penalty: 2734.999268
	Iteration 5F: 3 clusters Score -387105.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -387268.125000 Penalty: 2734.999268
	Iteration 6Q: 3 clusters Score -387268.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -387360.656250 Penalty: 2734.999268
	Iteration 7Q: 3 clusters Score -387360.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -387400.062500 Penalty: 2734.999268
	Iteration 8Q: 3 clusters Score -387400.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -387425.218750 Penalty: 2734.999268
	Iteration 9Q: 3 clusters Score -387425.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -387441.000000 Penalty: 2734.999268
	Iteration 10Q: 3 clusters Score -387441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -387447.125000 Penalty: 2734.999268
	Iteration 11Q: 3 clusters Score -387447.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -387448.625000 Penalty: 2734.999268
	Iteration 12Q: 3 clusters Score -387448.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -387451.468750 Penalty: 2734.999268
	Iteration 13Q: 3 clusters Score -387451.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -387453.187500 Penalty: 2734.999268
	Iteration 14Q: 3 clusters Score -387453.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -387456.125000 Penalty: 2734.999268
	Iteration 15Q: 3 clusters Score -387456.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -387458.468750 Penalty: 2734.999268
	Iteration 16Q: 3 clusters Score -387458.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -387463.125000 Penalty: 2734.999268
	Iteration 17Q: 3 clusters Score -387463.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -387464.531250 Penalty: 2734.999268
	Iteration 18Q: 3 clusters Score -387464.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -387465.843750 Penalty: 2734.999268
	Iteration 19Q: 3 clusters Score -387465.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -387467.625000 Penalty: 2734.999268
	Iteration 20F: 3 clusters Score -387467.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -387468.156250 Penalty: 2734.999268
	Iteration 21Q: 3 clusters Score -387468.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -387469.875000 Penalty: 2734.999268
	Iteration 22Q: 3 clusters Score -387469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -387469.125000 Penalty: 2734.999268
	Iteration 23Q: 3 clusters Score -387469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -387469.375000 Penalty: 2734.999268
	Iteration 24Q: 3 clusters Score -387469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -387469.531250 Penalty: 2734.999268
	Iteration 25Q: 3 clusters Score -387469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -387471.312500 Penalty: 2734.999268
	Iteration 26Q: 3 clusters Score -387471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -387471.875000 Penalty: 2734.999268
	Iteration 27Q: 3 clusters Score -387471.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -387473.062500 Penalty: 2734.999268
	Iteration 28Q: 3 clusters Score -387473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -387473.468750 Penalty: 2734.999268
	Iteration 29Q: 3 clusters Score -387473.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -387473.468750 Penalty: 2734.999268
	Iteration 30F: 3 clusters Score -387473.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -160906.765625 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -160906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -158917.281250 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -158917.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -159406.250000 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -159406.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -159595.953125 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -159596 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -159770.109375 Penalty: 2452.423340
	Iteration 3F: 3 clusters Score -159770.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -159911.656250 Penalty: 2452.423340
	Iteration 4F: 3 clusters Score -159911.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -160015.687500 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -160015.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -160117.218750 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -160117.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -160207.406250 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -160207.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -160266.593750 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -160266.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -160314.718750 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -160314.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -160337.390625 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -160337.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -160355.562500 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -160355.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -160370.218750 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -160370.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -160381.078125 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -160381.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -160388.718750 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -160388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -160394.125000 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -160394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -160396.609375 Penalty: 2452.423340
	Iteration 16Q: 3 clusters Score -160396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -160398.296875 Penalty: 2452.423340
	Iteration 17Q: 3 clusters Score -160398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -160399.281250 Penalty: 2452.423340
	Iteration 18Q: 3 clusters Score -160399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -160400.296875 Penalty: 2452.423340
	Iteration 19Q: 3 clusters Score -160400.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -160400.687500 Penalty: 2452.423340
	Iteration 20F: 3 clusters Score -160400.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Entering Unmasked Estep 
Score: -80524.023438 Penalty: 1115.707275
	Iteration 0F: 2 clusters Score -80524.02 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 478 members 
Entering Unmasked Estep 
Score: -79166.507812 Penalty: 2231.414551
	Iteration 0F: 3 clusters Score -79166.51 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -79449.664062 Penalty: 2231.414551
	Iteration 1F: 3 clusters Score -79449.66 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -79560.382812 Penalty: 2231.414551
	Iteration 2F: 3 clusters Score -79560.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -79669.054688 Penalty: 2231.414551
	Iteration 3F: 3 clusters Score -79669.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -79736.429688 Penalty: 2231.414551
	Iteration 4Q: 3 clusters Score -79736.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -79785.671875 Penalty: 2231.414551
	Iteration 5Q: 3 clusters Score -79785.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -79814.960938 Penalty: 2231.414551
	Iteration 6Q: 3 clusters Score -79814.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -79832.656250 Penalty: 2231.414551
	Iteration 7Q: 3 clusters Score -79832.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -79846.195312 Penalty: 2231.414551
	Iteration 8Q: 3 clusters Score -79846.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -79859.843750 Penalty: 2231.414551
	Iteration 9Q: 3 clusters Score -79859.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -79868.023438 Penalty: 2231.414551
	Iteration 10Q: 3 clusters Score -79868.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -79880.781250 Penalty: 2231.414551
	Iteration 11Q: 3 clusters Score -79880.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -79890.195312 Penalty: 2231.414551
	Iteration 12Q: 3 clusters Score -79890.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -79907.062500 Penalty: 2231.414551
	Iteration 13Q: 3 clusters Score -79907.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -79913.757812 Penalty: 2231.414551
	Iteration 14Q: 3 clusters Score -79913.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -79922.859375 Penalty: 2231.414551
	Iteration 15Q: 3 clusters Score -79922.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -79932.281250 Penalty: 2231.414551
	Iteration 16Q: 3 clusters Score -79932.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -79934.039062 Penalty: 2231.414551
	Iteration 17Q: 3 clusters Score -79934.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -79934.039062 Penalty: 2231.414551
	Iteration 18F: 3 clusters Score -79934.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Entering Unmasked Estep 
Score: -582767.437500 Penalty: 1424.488403
	Iteration 0F: 2 clusters Score -582767.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -577932.937500 Penalty: 2848.976807
	Iteration 0F: 3 clusters Score -577932.9 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -579284.250000 Penalty: 2848.976807
	Iteration 1F: 3 clusters Score -579284.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -579508.500000 Penalty: 2848.976807
	Iteration 2F: 3 clusters Score -579508.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -579683.812500 Penalty: 2848.976807
	Iteration 3F: 3 clusters Score -579683.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -579856.000000 Penalty: 2848.976807
	Iteration 4Q: 3 clusters Score -579856 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -580017.875000 Penalty: 2848.976807
	Iteration 5Q: 3 clusters Score -580017.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -580173.437500 Penalty: 2848.976807
	Iteration 6Q: 3 clusters Score -580173.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -580343.312500 Penalty: 2848.976807
	Iteration 7Q: 3 clusters Score -580343.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -580534.687500 Penalty: 2848.976807
	Iteration 8Q: 3 clusters Score -580534.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -580719.125000 Penalty: 2848.976807
	Iteration 9Q: 3 clusters Score -580719.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -580913.625000 Penalty: 2848.976807
	Iteration 10Q: 3 clusters Score -580913.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -581149.625000 Penalty: 2848.976807
	Iteration 11Q: 3 clusters Score -581149.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -581345.937500 Penalty: 2848.976807
	Iteration 12Q: 3 clusters Score -581345.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -581514.375000 Penalty: 2848.976807
	Iteration 13Q: 3 clusters Score -581514.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -581623.250000 Penalty: 2848.976807
	Iteration 14Q: 3 clusters Score -581623.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -581680.625000 Penalty: 2848.976807
	Iteration 15Q: 3 clusters Score -581680.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -581711.000000 Penalty: 2848.976807
	Iteration 16Q: 3 clusters Score -581711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -581723.750000 Penalty: 2848.976807
	Iteration 17Q: 3 clusters Score -581723.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -581732.875000 Penalty: 2848.976807
	Iteration 18Q: 3 clusters Score -581732.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -581740.062500 Penalty: 2848.976807
	Iteration 19Q: 3 clusters Score -581740.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -581744.812500 Penalty: 2848.976807
	Iteration 20F: 3 clusters Score -581744.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -581747.000000 Penalty: 2848.976807
	Iteration 21Q: 3 clusters Score -581747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -581748.250000 Penalty: 2848.976807
	Iteration 22Q: 3 clusters Score -581748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -581748.187500 Penalty: 2848.976807
	Iteration 23Q: 3 clusters Score -581748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -581750.875000 Penalty: 2848.976807
	Iteration 24Q: 3 clusters Score -581750.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -581750.125000 Penalty: 2848.976807
	Iteration 25Q: 3 clusters Score -581750.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -581750.125000 Penalty: 2848.976807
	Iteration 26F: 3 clusters Score -581750.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (80253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80253 members 
Entering Unmasked Estep 
Score: -7688271.000000 Penalty: 1835.102661
	Iteration 0F: 2 clusters Score -7688271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -7634610.500000 Penalty: 3670.205322
	Iteration 0F: 3 clusters Score -7634610 nChanged 38130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -7656829.500000 Penalty: 3670.205322
	Iteration 1F: 3 clusters Score -7656830 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -7657476.500000 Penalty: 3670.205322
	Iteration 2Q: 3 clusters Score -7657476 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -7658162.500000 Penalty: 3670.205322
	Iteration 3Q: 3 clusters Score -7658162 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -7659019.500000 Penalty: 3670.205322
	Iteration 4Q: 3 clusters Score -7659020 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -7660114.500000 Penalty: 3670.205322
	Iteration 5Q: 3 clusters Score -7660114 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -7661899.500000 Penalty: 3670.205322
	Iteration 6Q: 3 clusters Score -7661900 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -7664494.500000 Penalty: 3670.205322
	Iteration 7F: 3 clusters Score -7664494 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56123 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -7668096.000000 Penalty: 3670.205322
	Iteration 8F: 3 clusters Score -7668096 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -7672129.500000 Penalty: 3670.205322
	Iteration 9F: 3 clusters Score -7672130 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -7675831.000000 Penalty: 3670.205322
	Iteration 10F: 3 clusters Score -7675831 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67842 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -7678320.000000 Penalty: 3670.205322
	Iteration 11Q: 3 clusters Score -7678320 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70413 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -7680189.000000 Penalty: 3670.205322
	Iteration 12Q: 3 clusters Score -7680189 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -7681726.500000 Penalty: 3670.205322
	Iteration 13Q: 3 clusters Score -7681726 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -7682945.500000 Penalty: 3670.205322
	Iteration 14Q: 3 clusters Score -7682946 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7683985.000000 Penalty: 3670.205322
	Iteration 15Q: 3 clusters Score -7683985 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -7684743.000000 Penalty: 3670.205322
	Iteration 16Q: 3 clusters Score -7684743 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77840 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7685303.000000 Penalty: 3670.205322
	Iteration 17Q: 3 clusters Score -7685303 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78443 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7685687.500000 Penalty: 3670.205322
	Iteration 18Q: 3 clusters Score -7685688 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7686004.000000 Penalty: 3670.205322
	Iteration 19Q: 3 clusters Score -7686004 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79204 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7686213.500000 Penalty: 3670.205322
	Iteration 20F: 3 clusters Score -7686214 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7686371.000000 Penalty: 3670.205322
	Iteration 21Q: 3 clusters Score -7686371 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79560 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -7686461.000000 Penalty: 3670.205322
	Iteration 22Q: 3 clusters Score -7686461 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7686522.500000 Penalty: 3670.205322
	Iteration 23Q: 3 clusters Score -7686522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79706 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7686568.000000 Penalty: 3670.205322
	Iteration 24Q: 3 clusters Score -7686568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79752 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7686604.500000 Penalty: 3670.205322
	Iteration 25Q: 3 clusters Score -7686604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7686627.500000 Penalty: 3670.205322
	Iteration 26Q: 3 clusters Score -7686628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79802 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7686651.000000 Penalty: 3670.205322
	Iteration 27Q: 3 clusters Score -7686651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79823 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7686671.000000 Penalty: 3670.205322
	Iteration 28Q: 3 clusters Score -7686671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79839 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7686688.000000 Penalty: 3670.205322
	Iteration 29Q: 3 clusters Score -7686688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79857 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7686706.500000 Penalty: 3670.205322
	Iteration 30Q: 3 clusters Score -7686706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7686704.500000 Penalty: 3670.205322
	Iteration 31Q: 3 clusters Score -7686704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79870 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7686708.000000 Penalty: 3670.205322
	Iteration 32Q: 3 clusters Score -7686708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79881 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7686716.000000 Penalty: 3670.205322
	Iteration 33Q: 3 clusters Score -7686716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79892 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7686733.000000 Penalty: 3670.205322
	Iteration 34Q: 3 clusters Score -7686733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79900 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7686736.500000 Penalty: 3670.205322
	Iteration 35Q: 3 clusters Score -7686736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79906 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7686738.500000 Penalty: 3670.205322
	Iteration 36Q: 3 clusters Score -7686738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7686748.500000 Penalty: 3670.205322
	Iteration 37Q: 3 clusters Score -7686748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79918 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7686750.500000 Penalty: 3670.205322
	Iteration 38Q: 3 clusters Score -7686750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79922 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7686754.500000 Penalty: 3670.205322
	Iteration 39Q: 3 clusters Score -7686754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79923 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7686759.500000 Penalty: 3670.205322
	Iteration 40F: 3 clusters Score -7686760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79924 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7686759.000000 Penalty: 3670.205322
	Iteration 41Q: 3 clusters Score -7686759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7686760.500000 Penalty: 3670.205322
	Iteration 42Q: 3 clusters Score -7686760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7686760.500000 Penalty: 3670.205322
	Iteration 43F: 3 clusters Score -7686760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150680 members 
Entering Unmasked Estep 
Score: -14296852.000000 Penalty: 1937.473511
	Iteration 0F: 2 clusters Score -1.429685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75384 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
Score: -14196689.000000 Penalty: 3874.947021
	Iteration 0F: 3 clusters Score -1.419669e+07 nChanged 72841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Mstep: Class 2 contains 75359 members 
Entering Unmasked Estep 
Score: -14239461.000000 Penalty: 3874.947021
	Iteration 1F: 3 clusters Score -1.423946e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -14240291.000000 Penalty: 3874.947021
	Iteration 2Q: 3 clusters Score -1.424029e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -14241323.000000 Penalty: 3874.947021
	Iteration 3Q: 3 clusters Score -1.424132e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72510 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -14242720.000000 Penalty: 3874.947021
	Iteration 4Q: 3 clusters Score -1.424272e+07 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70359 members 
Mstep: Class 2 contains 80321 members 
Entering Unmasked Estep 
Score: -14244528.000000 Penalty: 3874.947021
	Iteration 5Q: 3 clusters Score -1.424453e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -14246852.000000 Penalty: 3874.947021
	Iteration 6Q: 3 clusters Score -1.424685e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 88165 members 
Entering Unmasked Estep 
Score: -14250104.000000 Penalty: 3874.947021
	Iteration 7F: 3 clusters Score -1.42501e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 94285 members 
Entering Unmasked Estep 
Score: -14254286.000000 Penalty: 3874.947021
	Iteration 8F: 3 clusters Score -1.425429e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 101736 members 
Entering Unmasked Estep 
Score: -14259881.000000 Penalty: 3874.947021
	Iteration 9F: 3 clusters Score -1.425988e+07 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 109971 members 
Entering Unmasked Estep 
Score: -14266501.000000 Penalty: 3874.947021
	Iteration 10F: 3 clusters Score -1.42665e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 118016 members 
Entering Unmasked Estep 
Score: -14272901.000000 Penalty: 3874.947021
	Iteration 11F: 3 clusters Score -1.42729e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 125145 members 
Entering Unmasked Estep 
Score: -14278552.000000 Penalty: 3874.947021
	Iteration 12Q: 3 clusters Score -1.427855e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 131119 members 
Entering Unmasked Estep 
Score: -14283287.000000 Penalty: 3874.947021
	Iteration 13Q: 3 clusters Score -1.428329e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 135999 members 
Entering Unmasked Estep 
Score: -14286638.000000 Penalty: 3874.947021
	Iteration 14Q: 3 clusters Score -1.428664e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 139794 members 
Entering Unmasked Estep 
Score: -14289184.000000 Penalty: 3874.947021
	Iteration 15Q: 3 clusters Score -1.428918e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 142845 members 
Entering Unmasked Estep 
Score: -14291239.000000 Penalty: 3874.947021
	Iteration 16Q: 3 clusters Score -1.429124e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 145161 members 
Entering Unmasked Estep 
Score: -14292617.000000 Penalty: 3874.947021
	Iteration 17Q: 3 clusters Score -1.429262e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 146781 members 
Entering Unmasked Estep 
Score: -14293631.000000 Penalty: 3874.947021
	Iteration 18Q: 3 clusters Score -1.429363e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 147878 members 
Entering Unmasked Estep 
Score: -14294217.000000 Penalty: 3874.947021
	Iteration 19Q: 3 clusters Score -1.429422e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 148623 members 
Entering Unmasked Estep 
Score: -14294691.000000 Penalty: 3874.947021
	Iteration 20F: 3 clusters Score -1.429469e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 149105 members 
Entering Unmasked Estep 
Score: -14294934.000000 Penalty: 3874.947021
	Iteration 21Q: 3 clusters Score -1.429493e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 149383 members 
Entering Unmasked Estep 
Score: -14295142.000000 Penalty: 3874.947021
	Iteration 22Q: 3 clusters Score -1.429514e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 149525 members 
Entering Unmasked Estep 
Score: -14295265.000000 Penalty: 3874.947021
	Iteration 23Q: 3 clusters Score -1.429526e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 149610 members 
Entering Unmasked Estep 
Score: -14295319.000000 Penalty: 3874.947021
	Iteration 24Q: 3 clusters Score -1.429532e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 149677 members 
Entering Unmasked Estep 
Score: -14295351.000000 Penalty: 3874.947021
	Iteration 25Q: 3 clusters Score -1.429535e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 149721 members 
Entering Unmasked Estep 
Score: -14295409.000000 Penalty: 3874.947021
	Iteration 26Q: 3 clusters Score -1.429541e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 149749 members 
Entering Unmasked Estep 
Score: -14295417.000000 Penalty: 3874.947021
	Iteration 27Q: 3 clusters Score -1.429542e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -14295420.000000 Penalty: 3874.947021
	Iteration 28Q: 3 clusters Score -1.429542e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 149781 members 
Entering Unmasked Estep 
Score: -14295434.000000 Penalty: 3874.947021
	Iteration 29Q: 3 clusters Score -1.429543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 149791 members 
Entering Unmasked Estep 
Score: -14295446.000000 Penalty: 3874.947021
	Iteration 30Q: 3 clusters Score -1.429545e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 149807 members 
Entering Unmasked Estep 
Score: -14295456.000000 Penalty: 3874.947021
	Iteration 31Q: 3 clusters Score -1.429546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 149820 members 
Entering Unmasked Estep 
Score: -14295450.000000 Penalty: 3874.947021
	Iteration 32Q: 3 clusters Score -1.429545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 149829 members 
Entering Unmasked Estep 
Score: -14295449.000000 Penalty: 3874.947021
	Iteration 33Q: 3 clusters Score -1.429545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 149838 members 
Entering Unmasked Estep 
Score: -14295449.000000 Penalty: 3874.947021
	Iteration 34Q: 3 clusters Score -1.429545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 149840 members 
Entering Unmasked Estep 
Score: -14295448.000000 Penalty: 3874.947021
	Iteration 35Q: 3 clusters Score -1.429545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 149844 members 
Entering Unmasked Estep 
Score: -14295444.000000 Penalty: 3874.947021
	Iteration 36Q: 3 clusters Score -1.429544e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 149846 members 
Entering Unmasked Estep 
Score: -14295451.000000 Penalty: 3874.947021
	Iteration 37Q: 3 clusters Score -1.429545e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 149856 members 
Entering Unmasked Estep 
Score: -14295444.000000 Penalty: 3874.947021
	Iteration 38Q: 3 clusters Score -1.429544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 149863 members 
Entering Unmasked Estep 
Score: -14295462.000000 Penalty: 3874.947021
	Iteration 39Q: 3 clusters Score -1.429546e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 149868 members 
Entering Unmasked Estep 
Score: -14295474.000000 Penalty: 3874.947021
	Iteration 40F: 3 clusters Score -1.429547e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 149870 members 
Entering Unmasked Estep 
Score: -14295468.000000 Penalty: 3874.947021
	Iteration 41Q: 3 clusters Score -1.429547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 149870 members 
Entering Unmasked Estep 
Score: -14295466.000000 Penalty: 3874.947021
	Iteration 42Q: 3 clusters Score -1.429547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 149872 members 
Entering Unmasked Estep 
Score: -14295470.000000 Penalty: 3874.947021
	Iteration 43Q: 3 clusters Score -1.429547e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 149874 members 
Entering Unmasked Estep 
Score: -14295481.000000 Penalty: 3874.947021
	Iteration 44Q: 3 clusters Score -1.429548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 149875 members 
Entering Unmasked Estep 
Score: -14295492.000000 Penalty: 3874.947021
	Iteration 45Q: 3 clusters Score -1.429549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 149876 members 
Entering Unmasked Estep 
Score: -14295487.000000 Penalty: 3874.947021
	Iteration 46Q: 3 clusters Score -1.429549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 149878 members 
Entering Unmasked Estep 
Score: -14295481.000000 Penalty: 3874.947021
	Iteration 47Q: 3 clusters Score -1.429548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 149878 members 
Entering Unmasked Estep 
Score: -14295481.000000 Penalty: 3874.947021
	Iteration 48F: 3 clusters Score -1.429548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Entering Unmasked Estep 
Score: -807143.250000 Penalty: 1483.166138
	Iteration 0F: 2 clusters Score -807143.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -800458.625000 Penalty: 2966.332275
	Iteration 0F: 3 clusters Score -800458.6 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -802651.937500 Penalty: 2966.332275
	Iteration 1F: 3 clusters Score -802651.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -802986.062500 Penalty: 2966.332275
	Iteration 2F: 3 clusters Score -802986.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -803285.000000 Penalty: 2966.332275
	Iteration 3F: 3 clusters Score -803285 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -803609.250000 Penalty: 2966.332275
	Iteration 4F: 3 clusters Score -803609.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -804007.562500 Penalty: 2966.332275
	Iteration 5F: 3 clusters Score -804007.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -804502.000000 Penalty: 2966.332275
	Iteration 6F: 3 clusters Score -804502 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -805085.687500 Penalty: 2966.332275
	Iteration 7F: 3 clusters Score -805085.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -805659.187500 Penalty: 2966.332275
	Iteration 8F: 3 clusters Score -805659.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -806098.500000 Penalty: 2966.332275
	Iteration 9F: 3 clusters Score -806098.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -806396.125000 Penalty: 2966.332275
	Iteration 10Q: 3 clusters Score -806396.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -806561.500000 Penalty: 2966.332275
	Iteration 11Q: 3 clusters Score -806561.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -806641.687500 Penalty: 2966.332275
	Iteration 12Q: 3 clusters Score -806641.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -806680.937500 Penalty: 2966.332275
	Iteration 13Q: 3 clusters Score -806680.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -806703.875000 Penalty: 2966.332275
	Iteration 14Q: 3 clusters Score -806703.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -806713.937500 Penalty: 2966.332275
	Iteration 15Q: 3 clusters Score -806713.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -806722.562500 Penalty: 2966.332275
	Iteration 16Q: 3 clusters Score -806722.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -806732.750000 Penalty: 2966.332275
	Iteration 17Q: 3 clusters Score -806732.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -806742.312500 Penalty: 2966.332275
	Iteration 18Q: 3 clusters Score -806742.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -806752.250000 Penalty: 2966.332275
	Iteration 19Q: 3 clusters Score -806752.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -806755.187500 Penalty: 2966.332275
	Iteration 20F: 3 clusters Score -806755.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -806759.687500 Penalty: 2966.332275
	Iteration 21Q: 3 clusters Score -806759.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -806764.562500 Penalty: 2966.332275
	Iteration 22Q: 3 clusters Score -806764.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -806766.000000 Penalty: 2966.332275
	Iteration 23Q: 3 clusters Score -806766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -806768.062500 Penalty: 2966.332275
	Iteration 24Q: 3 clusters Score -806768.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -806774.250000 Penalty: 2966.332275
	Iteration 25Q: 3 clusters Score -806774.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -806779.812500 Penalty: 2966.332275
	Iteration 26Q: 3 clusters Score -806779.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -806783.062500 Penalty: 2966.332275
	Iteration 27Q: 3 clusters Score -806783.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -806788.562500 Penalty: 2966.332275
	Iteration 28Q: 3 clusters Score -806788.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -806793.125000 Penalty: 2966.332275
	Iteration 29Q: 3 clusters Score -806793.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -806799.625000 Penalty: 2966.332275
	Iteration 30Q: 3 clusters Score -806799.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -806803.125000 Penalty: 2966.332275
	Iteration 31Q: 3 clusters Score -806803.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -806804.875000 Penalty: 2966.332275
	Iteration 32Q: 3 clusters Score -806804.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -806809.750000 Penalty: 2966.332275
	Iteration 33Q: 3 clusters Score -806809.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -806816.812500 Penalty: 2966.332275
	Iteration 34Q: 3 clusters Score -806816.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -806818.125000 Penalty: 2966.332275
	Iteration 35Q: 3 clusters Score -806818.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -806819.312500 Penalty: 2966.332275
	Iteration 36Q: 3 clusters Score -806819.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -806822.312500 Penalty: 2966.332275
	Iteration 37Q: 3 clusters Score -806822.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -806826.312500 Penalty: 2966.332275
	Iteration 38Q: 3 clusters Score -806826.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -806825.562500 Penalty: 2966.332275
	Iteration 39Q: 3 clusters Score -806825.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -806828.812500 Penalty: 2966.332275
	Iteration 40F: 3 clusters Score -806828.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -806827.625000 Penalty: 2966.332275
	Iteration 41Q: 3 clusters Score -806827.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -806829.312500 Penalty: 2966.332275
	Iteration 42Q: 3 clusters Score -806829.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -806830.500000 Penalty: 2966.332275
	Iteration 43Q: 3 clusters Score -806830.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -806830.937500 Penalty: 2966.332275
	Iteration 44Q: 3 clusters Score -806830.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -806831.937500 Penalty: 2966.332275
	Iteration 45Q: 3 clusters Score -806831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -806836.812500 Penalty: 2966.332275
	Iteration 46Q: 3 clusters Score -806836.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -806834.937500 Penalty: 2966.332275
	Iteration 47Q: 3 clusters Score -806834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -806834.875000 Penalty: 2966.332275
	Iteration 48Q: 3 clusters Score -806834.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -806836.937500 Penalty: 2966.332275
	Iteration 49Q: 3 clusters Score -806836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -806838.937500 Penalty: 2966.332275
	Iteration 50Q: 3 clusters Score -806838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -806839.250000 Penalty: 2966.332275
	Iteration 51Q: 3 clusters Score -806839.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -806842.937500 Penalty: 2966.332275
	Iteration 52Q: 3 clusters Score -806842.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -806843.125000 Penalty: 2966.332275
	Iteration 53Q: 3 clusters Score -806843.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -806847.625000 Penalty: 2966.332275
	Iteration 54Q: 3 clusters Score -806847.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -806853.062500 Penalty: 2966.332275
	Iteration 55Q: 3 clusters Score -806853.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -806853.937500 Penalty: 2966.332275
	Iteration 56Q: 3 clusters Score -806853.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -806858.375000 Penalty: 2966.332275
	Iteration 57Q: 3 clusters Score -806858.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -806864.312500 Penalty: 2966.332275
	Iteration 58Q: 3 clusters Score -806864.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -806866.375000 Penalty: 2966.332275
	Iteration 59Q: 3 clusters Score -806866.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -806874.625000 Penalty: 2966.332275
	Iteration 60F: 3 clusters Score -806874.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -806879.250000 Penalty: 2966.332275
	Iteration 61Q: 3 clusters Score -806879.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -806884.937500 Penalty: 2966.332275
	Iteration 62Q: 3 clusters Score -806884.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -806890.812500 Penalty: 2966.332275
	Iteration 63Q: 3 clusters Score -806890.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -806898.687500 Penalty: 2966.332275
	Iteration 64Q: 3 clusters Score -806898.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -806903.562500 Penalty: 2966.332275
	Iteration 65Q: 3 clusters Score -806903.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -806907.625000 Penalty: 2966.332275
	Iteration 66Q: 3 clusters Score -806907.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -806913.937500 Penalty: 2966.332275
	Iteration 67Q: 3 clusters Score -806913.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -806914.375000 Penalty: 2966.332275
	Iteration 68Q: 3 clusters Score -806914.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -806919.250000 Penalty: 2966.332275
	Iteration 69Q: 3 clusters Score -806919.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -806920.625000 Penalty: 2966.332275
	Iteration 70Q: 3 clusters Score -806920.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -806921.812500 Penalty: 2966.332275
	Iteration 71Q: 3 clusters Score -806921.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -806924.250000 Penalty: 2966.332275
	Iteration 72Q: 3 clusters Score -806924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -806925.062500 Penalty: 2966.332275
	Iteration 73Q: 3 clusters Score -806925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -806923.625000 Penalty: 2966.332275
	Iteration 74Q: 3 clusters Score -806923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -806926.312500 Penalty: 2966.332275
	Iteration 75Q: 3 clusters Score -806926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -806925.937500 Penalty: 2966.332275
	Iteration 76Q: 3 clusters Score -806925.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -806926.812500 Penalty: 2966.332275
	Iteration 77Q: 3 clusters Score -806926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -806928.250000 Penalty: 2966.332275
	Iteration 78Q: 3 clusters Score -806928.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -806928.500000 Penalty: 2966.332275
	Iteration 79Q: 3 clusters Score -806928.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -806929.375000 Penalty: 2966.332275
	Iteration 80F: 3 clusters Score -806929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -806929.937500 Penalty: 2966.332275
	Iteration 81Q: 3 clusters Score -806929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -806929.875000 Penalty: 2966.332275
	Iteration 82Q: 3 clusters Score -806929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -806929.875000 Penalty: 2966.332275
	Iteration 83F: 3 clusters Score -806929.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Entering Unmasked Estep 
Score: -574819.250000 Penalty: 1418.264038
	Iteration 0F: 2 clusters Score -574819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -570114.062500 Penalty: 2836.528076
	Iteration 0F: 3 clusters Score -570114.1 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -571464.375000 Penalty: 2836.528076
	Iteration 1F: 3 clusters Score -571464.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -571662.500000 Penalty: 2836.528076
	Iteration 2F: 3 clusters Score -571662.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -571803.375000 Penalty: 2836.528076
	Iteration 3F: 3 clusters Score -571803.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -571917.812500 Penalty: 2836.528076
	Iteration 4Q: 3 clusters Score -571917.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -572047.625000 Penalty: 2836.528076
	Iteration 5Q: 3 clusters Score -572047.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -572214.125000 Penalty: 2836.528076
	Iteration 6Q: 3 clusters Score -572214.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -572445.625000 Penalty: 2836.528076
	Iteration 7Q: 3 clusters Score -572445.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -572693.000000 Penalty: 2836.528076
	Iteration 8Q: 3 clusters Score -572693 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -572940.250000 Penalty: 2836.528076
	Iteration 9Q: 3 clusters Score -572940.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -573158.000000 Penalty: 2836.528076
	Iteration 10Q: 3 clusters Score -573158 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -573326.812500 Penalty: 2836.528076
	Iteration 11Q: 3 clusters Score -573326.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -573442.875000 Penalty: 2836.528076
	Iteration 12Q: 3 clusters Score -573442.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -573530.750000 Penalty: 2836.528076
	Iteration 13Q: 3 clusters Score -573530.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -573582.187500 Penalty: 2836.528076
	Iteration 14Q: 3 clusters Score -573582.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -573620.812500 Penalty: 2836.528076
	Iteration 15Q: 3 clusters Score -573620.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -573655.375000 Penalty: 2836.528076
	Iteration 16Q: 3 clusters Score -573655.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -573691.375000 Penalty: 2836.528076
	Iteration 17Q: 3 clusters Score -573691.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -573720.000000 Penalty: 2836.528076
	Iteration 18Q: 3 clusters Score -573720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -573760.750000 Penalty: 2836.528076
	Iteration 19Q: 3 clusters Score -573760.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -573810.187500 Penalty: 2836.528076
	Iteration 20F: 3 clusters Score -573810.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -573847.500000 Penalty: 2836.528076
	Iteration 21Q: 3 clusters Score -573847.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -573892.750000 Penalty: 2836.528076
	Iteration 22Q: 3 clusters Score -573892.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -573932.562500 Penalty: 2836.528076
	Iteration 23Q: 3 clusters Score -573932.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -573966.562500 Penalty: 2836.528076
	Iteration 24Q: 3 clusters Score -573966.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -573996.062500 Penalty: 2836.528076
	Iteration 25Q: 3 clusters Score -573996.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -574023.687500 Penalty: 2836.528076
	Iteration 26Q: 3 clusters Score -574023.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -574050.562500 Penalty: 2836.528076
	Iteration 27Q: 3 clusters Score -574050.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -574078.812500 Penalty: 2836.528076
	Iteration 28Q: 3 clusters Score -574078.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -574100.750000 Penalty: 2836.528076
	Iteration 29Q: 3 clusters Score -574100.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -574124.625000 Penalty: 2836.528076
	Iteration 30Q: 3 clusters Score -574124.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -574153.312500 Penalty: 2836.528076
	Iteration 31Q: 3 clusters Score -574153.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -574185.062500 Penalty: 2836.528076
	Iteration 32Q: 3 clusters Score -574185.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -574212.500000 Penalty: 2836.528076
	Iteration 33Q: 3 clusters Score -574212.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -574236.062500 Penalty: 2836.528076
	Iteration 34Q: 3 clusters Score -574236.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -574257.937500 Penalty: 2836.528076
	Iteration 35Q: 3 clusters Score -574257.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -574285.625000 Penalty: 2836.528076
	Iteration 36Q: 3 clusters Score -574285.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -574312.875000 Penalty: 2836.528076
	Iteration 37Q: 3 clusters Score -574312.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -574335.250000 Penalty: 2836.528076
	Iteration 38Q: 3 clusters Score -574335.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -574362.937500 Penalty: 2836.528076
	Iteration 39Q: 3 clusters Score -574362.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -574383.687500 Penalty: 2836.528076
	Iteration 40F: 3 clusters Score -574383.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -574408.500000 Penalty: 2836.528076
	Iteration 41Q: 3 clusters Score -574408.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -574436.750000 Penalty: 2836.528076
	Iteration 42Q: 3 clusters Score -574436.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -574478.687500 Penalty: 2836.528076
	Iteration 43Q: 3 clusters Score -574478.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -574530.812500 Penalty: 2836.528076
	Iteration 44Q: 3 clusters Score -574530.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -574576.687500 Penalty: 2836.528076
	Iteration 45Q: 3 clusters Score -574576.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -574620.375000 Penalty: 2836.528076
	Iteration 46Q: 3 clusters Score -574620.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -574674.375000 Penalty: 2836.528076
	Iteration 47Q: 3 clusters Score -574674.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -574736.625000 Penalty: 2836.528076
	Iteration 48Q: 3 clusters Score -574736.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -574811.437500 Penalty: 2836.528076
	Iteration 49Q: 3 clusters Score -574811.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -574928.875000 Penalty: 2836.528076
	Iteration 50Q: 3 clusters Score -574928.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -575088.875000 Penalty: 2836.528076
	Iteration 51Q: 3 clusters Score -575088.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -575218.250000 Penalty: 2836.528076
	Iteration 52Q: 3 clusters Score -575218.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -575292.125000 Penalty: 2836.528076
	Iteration 53Q: 3 clusters Score -575292.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -575341.687500 Penalty: 2836.528076
	Iteration 54Q: 3 clusters Score -575341.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -575372.125000 Penalty: 2836.528076
	Iteration 55Q: 3 clusters Score -575372.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -575392.687500 Penalty: 2836.528076
	Iteration 56Q: 3 clusters Score -575392.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -575405.062500 Penalty: 2836.528076
	Iteration 57Q: 3 clusters Score -575405.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -575406.062500 Penalty: 2836.528076
	Iteration 58Q: 3 clusters Score -575406.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -575408.437500 Penalty: 2836.528076
	Iteration 59Q: 3 clusters Score -575408.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -575416.125000 Penalty: 2836.528076
	Iteration 60F: 3 clusters Score -575416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -575419.062500 Penalty: 2836.528076
	Iteration 61Q: 3 clusters Score -575419.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -575424.812500 Penalty: 2836.528076
	Iteration 62Q: 3 clusters Score -575424.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -575428.000000 Penalty: 2836.528076
	Iteration 63Q: 3 clusters Score -575428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -575430.562500 Penalty: 2836.528076
	Iteration 64Q: 3 clusters Score -575430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -575432.875000 Penalty: 2836.528076
	Iteration 65Q: 3 clusters Score -575432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -575433.812500 Penalty: 2836.528076
	Iteration 66Q: 3 clusters Score -575433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -575434.312500 Penalty: 2836.528076
	Iteration 67Q: 3 clusters Score -575434.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -575435.250000 Penalty: 2836.528076
	Iteration 68Q: 3 clusters Score -575435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -575434.687500 Penalty: 2836.528076
	Iteration 69Q: 3 clusters Score -575434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -575434.687500 Penalty: 2836.528076
	Iteration 70F: 3 clusters Score -575434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 107882 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 102300 members 
Mstep: Class 7 contains 24968 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 3860 members 
Mstep: Class 13 contains 80253 members 
Mstep: Class 14 contains 150680 members 
Mstep: Class 15 contains 9202 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 30550 members 
Mstep: Class 23 contains 5866 members 
Entering Unmasked Estep 
Score: -52385956.000000 Penalty: 43060.085938
Splitting cluster 16 changes total score from -52385876.000000 to -52385956.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 18 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -342939.031250 Penalty: 1339.746948
	Iteration 0F: 2 clusters Score -342939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -339703.062500 Penalty: 2679.493896
	Iteration 0F: 3 clusters Score -339703.1 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -340490.718750 Penalty: 2679.493896
	Iteration 1F: 3 clusters Score -340490.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -340635.281250 Penalty: 2679.493896
	Iteration 2F: 3 clusters Score -340635.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -340757.656250 Penalty: 2679.493896
	Iteration 3F: 3 clusters Score -340757.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -340869.625000 Penalty: 2679.493896
	Iteration 4Q: 3 clusters Score -340869.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -340997.468750 Penalty: 2679.493896
	Iteration 5Q: 3 clusters Score -340997.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -341154.531250 Penalty: 2679.493896
	Iteration 6Q: 3 clusters Score -341154.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -341352.812500 Penalty: 2679.493896
	Iteration 7Q: 3 clusters Score -341352.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -341531.718750 Penalty: 2679.493896
	Iteration 8Q: 3 clusters Score -341531.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -341698.406250 Penalty: 2679.493896
	Iteration 9Q: 3 clusters Score -341698.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -341858.906250 Penalty: 2679.493896
	Iteration 10Q: 3 clusters Score -341858.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -342015.281250 Penalty: 2679.493896
	Iteration 11Q: 3 clusters Score -342015.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -342126.875000 Penalty: 2679.493896
	Iteration 12Q: 3 clusters Score -342126.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -342222.656250 Penalty: 2679.493896
	Iteration 13Q: 3 clusters Score -342222.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -342318.718750 Penalty: 2679.493896
	Iteration 14Q: 3 clusters Score -342318.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -342367.000000 Penalty: 2679.493896
	Iteration 15Q: 3 clusters Score -342367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -342396.750000 Penalty: 2679.493896
	Iteration 16Q: 3 clusters Score -342396.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -342413.718750 Penalty: 2679.493896
	Iteration 17Q: 3 clusters Score -342413.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -342425.968750 Penalty: 2679.493896
	Iteration 18Q: 3 clusters Score -342426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -342432.531250 Penalty: 2679.493896
	Iteration 19Q: 3 clusters Score -342432.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -342438.125000 Penalty: 2679.493896
	Iteration 20F: 3 clusters Score -342438.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -342439.875000 Penalty: 2679.493896
	Iteration 21Q: 3 clusters Score -342439.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -342442.437500 Penalty: 2679.493896
	Iteration 22Q: 3 clusters Score -342442.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -342445.625000 Penalty: 2679.493896
	Iteration 23Q: 3 clusters Score -342445.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -342448.250000 Penalty: 2679.493896
	Iteration 24Q: 3 clusters Score -342448.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -342448.531250 Penalty: 2679.493896
	Iteration 25Q: 3 clusters Score -342448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -342449.750000 Penalty: 2679.493896
	Iteration 26Q: 3 clusters Score -342449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -342450.531250 Penalty: 2679.493896
	Iteration 27Q: 3 clusters Score -342450.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -342451.312500 Penalty: 2679.493896
	Iteration 28Q: 3 clusters Score -342451.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -342452.625000 Penalty: 2679.493896
	Iteration 29Q: 3 clusters Score -342452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -342454.218750 Penalty: 2679.493896
	Iteration 30Q: 3 clusters Score -342454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -342454.968750 Penalty: 2679.493896
	Iteration 31Q: 3 clusters Score -342455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -342454.968750 Penalty: 2679.493896
	Iteration 32F: 3 clusters Score -342455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Entering Unmasked Estep 
Score: -950599.125000 Penalty: 1501.940552
	Iteration 0F: 2 clusters Score -950599.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -943198.625000 Penalty: 3003.881104
	Iteration 0F: 3 clusters Score -943198.6 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -945686.875000 Penalty: 3003.881104
	Iteration 1F: 3 clusters Score -945686.9 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -946010.062500 Penalty: 3003.881104
	Iteration 2F: 3 clusters Score -946010.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -946366.375000 Penalty: 3003.881104
	Iteration 3F: 3 clusters Score -946366.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -946789.812500 Penalty: 3003.881104
	Iteration 4F: 3 clusters Score -946789.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -947290.750000 Penalty: 3003.881104
	Iteration 5F: 3 clusters Score -947290.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -947850.500000 Penalty: 3003.881104
	Iteration 6F: 3 clusters Score -947850.5 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -948354.312500 Penalty: 3003.881104
	Iteration 7F: 3 clusters Score -948354.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -948752.187500 Penalty: 3003.881104
	Iteration 8Q: 3 clusters Score -948752.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -949071.500000 Penalty: 3003.881104
	Iteration 9Q: 3 clusters Score -949071.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -949319.625000 Penalty: 3003.881104
	Iteration 10Q: 3 clusters Score -949319.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -949492.812500 Penalty: 3003.881104
	Iteration 11Q: 3 clusters Score -949492.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -949598.687500 Penalty: 3003.881104
	Iteration 12Q: 3 clusters Score -949598.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -949651.937500 Penalty: 3003.881104
	Iteration 13Q: 3 clusters Score -949651.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -949677.375000 Penalty: 3003.881104
	Iteration 14Q: 3 clusters Score -949677.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -949693.062500 Penalty: 3003.881104
	Iteration 15Q: 3 clusters Score -949693.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -949703.062500 Penalty: 3003.881104
	Iteration 16Q: 3 clusters Score -949703.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -949707.000000 Penalty: 3003.881104
	Iteration 17Q: 3 clusters Score -949707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -949714.375000 Penalty: 3003.881104
	Iteration 18Q: 3 clusters Score -949714.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -949718.000000 Penalty: 3003.881104
	Iteration 19Q: 3 clusters Score -949718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -949721.187500 Penalty: 3003.881104
	Iteration 20F: 3 clusters Score -949721.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -949723.250000 Penalty: 3003.881104
	Iteration 21Q: 3 clusters Score -949723.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -949725.750000 Penalty: 3003.881104
	Iteration 22Q: 3 clusters Score -949725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -949726.000000 Penalty: 3003.881104
	Iteration 23Q: 3 clusters Score -949726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -949728.000000 Penalty: 3003.881104
	Iteration 24Q: 3 clusters Score -949728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -949726.812500 Penalty: 3003.881104
	Iteration 25Q: 3 clusters Score -949726.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -949729.500000 Penalty: 3003.881104
	Iteration 26Q: 3 clusters Score -949729.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -949731.250000 Penalty: 3003.881104
	Iteration 27Q: 3 clusters Score -949731.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -949734.250000 Penalty: 3003.881104
	Iteration 28Q: 3 clusters Score -949734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -949732.687500 Penalty: 3003.881104
	Iteration 29Q: 3 clusters Score -949732.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -949735.000000 Penalty: 3003.881104
	Iteration 30Q: 3 clusters Score -949735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -949739.750000 Penalty: 3003.881104
	Iteration 31Q: 3 clusters Score -949739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -949739.812500 Penalty: 3003.881104
	Iteration 32Q: 3 clusters Score -949739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -949741.187500 Penalty: 3003.881104
	Iteration 33Q: 3 clusters Score -949741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -949741.062500 Penalty: 3003.881104
	Iteration 34Q: 3 clusters Score -949741.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -949741.062500 Penalty: 3003.881104
	Iteration 35F: 3 clusters Score -949741.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (30550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Entering Unmasked Estep 
Score: -2933645.750000 Penalty: 1678.156982
	Iteration 0F: 2 clusters Score -2933646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2913153.500000 Penalty: 3356.313965
	Iteration 0F: 3 clusters Score -2913154 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2920823.750000 Penalty: 3356.313965
	Iteration 1F: 3 clusters Score -2920824 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2921428.250000 Penalty: 3356.313965
	Iteration 2F: 3 clusters Score -2921428 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2922272.500000 Penalty: 3356.313965
	Iteration 3F: 3 clusters Score -2922272 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2923554.250000 Penalty: 3356.313965
	Iteration 4F: 3 clusters Score -2923554 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2925370.000000 Penalty: 3356.313965
	Iteration 5F: 3 clusters Score -2925370 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2927332.250000 Penalty: 3356.313965
	Iteration 6F: 3 clusters Score -2927332 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2929184.000000 Penalty: 3356.313965
	Iteration 7F: 3 clusters Score -2929184 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2931083.250000 Penalty: 3356.313965
	Iteration 8Q: 3 clusters Score -2931083 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2932761.750000 Penalty: 3356.313965
	Iteration 9Q: 3 clusters Score -2932762 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2933391.500000 Penalty: 3356.313965
	Iteration 10Q: 3 clusters Score -2933392 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2933649.250000 Penalty: 3356.313965
	Iteration 11Q: 3 clusters Score -2933649 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -2933793.750000 Penalty: 3356.313965
	Iteration 12Q: 3 clusters Score -2933794 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2933860.250000 Penalty: 3356.313965
	Iteration 13Q: 3 clusters Score -2933860 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2933918.250000 Penalty: 3356.313965
	Iteration 14Q: 3 clusters Score -2933918 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2933947.750000 Penalty: 3356.313965
	Iteration 15Q: 3 clusters Score -2933948 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2933972.500000 Penalty: 3356.313965
	Iteration 16Q: 3 clusters Score -2933972 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2933999.750000 Penalty: 3356.313965
	Iteration 17Q: 3 clusters Score -2934000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2934019.500000 Penalty: 3356.313965
	Iteration 18Q: 3 clusters Score -2934020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2934023.750000 Penalty: 3356.313965
	Iteration 19Q: 3 clusters Score -2934024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2934024.750000 Penalty: 3356.313965
	Iteration 20F: 3 clusters Score -2934025 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2934029.500000 Penalty: 3356.313965
	Iteration 21Q: 3 clusters Score -2934030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2934040.750000 Penalty: 3356.313965
	Iteration 22Q: 3 clusters Score -2934041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2934039.500000 Penalty: 3356.313965
	Iteration 23Q: 3 clusters Score -2934040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2934043.500000 Penalty: 3356.313965
	Iteration 24Q: 3 clusters Score -2934044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2934041.750000 Penalty: 3356.313965
	Iteration 25Q: 3 clusters Score -2934042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2934042.250000 Penalty: 3356.313965
	Iteration 26Q: 3 clusters Score -2934042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2934039.750000 Penalty: 3356.313965
	Iteration 27Q: 3 clusters Score -2934040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2934045.250000 Penalty: 3356.313965
	Iteration 28Q: 3 clusters Score -2934045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2934042.000000 Penalty: 3356.313965
	Iteration 29Q: 3 clusters Score -2934042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2934038.500000 Penalty: 3356.313965
	Iteration 30Q: 3 clusters Score -2934038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2934039.250000 Penalty: 3356.313965
	Iteration 31Q: 3 clusters Score -2934039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -2934042.000000 Penalty: 3356.313965
	Iteration 32Q: 3 clusters Score -2934042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -2934047.250000 Penalty: 3356.313965
	Iteration 33Q: 3 clusters Score -2934047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2934046.750000 Penalty: 3356.313965
	Iteration 34Q: 3 clusters Score -2934047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -2934046.750000 Penalty: 3356.313965
	Iteration 35F: 3 clusters Score -2934047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 107882 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 102300 members 
Mstep: Class 7 contains 24968 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 12 contains 3860 members 
Mstep: Class 13 contains 80253 members 
Mstep: Class 14 contains 150680 members 
Mstep: Class 15 contains 9202 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 7734 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 22816 members 
Mstep: Class 23 contains 5866 members 
Entering Unmasked Estep 
Score: -52385984.000000 Penalty: 45213.089844
Splitting cluster 20 changes total score from -52385876.000000 to -52385984.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 23 (5866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Entering Unmasked Estep 
Score: -555813.250000 Penalty: 1410.000854
	Iteration 0F: 2 clusters Score -555813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -551308.812500 Penalty: 2820.001709
	Iteration 0F: 3 clusters Score -551308.8 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -552842.000000 Penalty: 2820.001709
	Iteration 1F: 3 clusters Score -552842 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -553283.000000 Penalty: 2820.001709
	Iteration 2F: 3 clusters Score -553283 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -553641.125000 Penalty: 2820.001709
	Iteration 3F: 3 clusters Score -553641.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -553922.375000 Penalty: 2820.001709
	Iteration 4F: 3 clusters Score -553922.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -554162.187500 Penalty: 2820.001709
	Iteration 5F: 3 clusters Score -554162.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -554347.312500 Penalty: 2820.001709
	Iteration 6Q: 3 clusters Score -554347.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -554488.312500 Penalty: 2820.001709
	Iteration 7Q: 3 clusters Score -554488.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -554594.437500 Penalty: 2820.001709
	Iteration 8Q: 3 clusters Score -554594.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -554657.687500 Penalty: 2820.001709
	Iteration 9Q: 3 clusters Score -554657.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -554705.000000 Penalty: 2820.001709
	Iteration 10Q: 3 clusters Score -554705 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -554737.250000 Penalty: 2820.001709
	Iteration 11Q: 3 clusters Score -554737.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -554755.750000 Penalty: 2820.001709
	Iteration 12Q: 3 clusters Score -554755.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -554769.625000 Penalty: 2820.001709
	Iteration 13Q: 3 clusters Score -554769.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -554779.625000 Penalty: 2820.001709
	Iteration 14Q: 3 clusters Score -554779.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -554785.000000 Penalty: 2820.001709
	Iteration 15Q: 3 clusters Score -554785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -554788.437500 Penalty: 2820.001709
	Iteration 16Q: 3 clusters Score -554788.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -554792.625000 Penalty: 2820.001709
	Iteration 17Q: 3 clusters Score -554792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -554801.625000 Penalty: 2820.001709
	Iteration 18Q: 3 clusters Score -554801.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -554808.250000 Penalty: 2820.001709
	Iteration 19Q: 3 clusters Score -554808.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -554814.812500 Penalty: 2820.001709
	Iteration 20F: 3 clusters Score -554814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -554816.812500 Penalty: 2820.001709
	Iteration 21Q: 3 clusters Score -554816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -554819.937500 Penalty: 2820.001709
	Iteration 22Q: 3 clusters Score -554819.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -554821.562500 Penalty: 2820.001709
	Iteration 23Q: 3 clusters Score -554821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -554824.750000 Penalty: 2820.001709
	Iteration 24Q: 3 clusters Score -554824.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -554824.750000 Penalty: 2820.001709
	Iteration 25F: 3 clusters Score -554824.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 107882 members 
Mstep: Class 3 contains 6959 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 4016 members 
Mstep: Class 6 contains 102300 members 
Mstep: Class 7 contains 24968 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 1893 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6413 members 
Mstep: Class 13 contains 80253 members 
Mstep: Class 14 contains 150680 members 
Mstep: Class 15 contains 9202 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 10329 members 
Mstep: Class 20 contains 22816 members 
Mstep: Class 23 contains 5866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387064.000000 Penalty: 45213.089844
Iteration 79Q: 22 clusters Score -5.238706e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 108545 members 
Mstep: Class 3 contains 6969 members 
Mstep: Class 4 contains 555 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 102302 members 
Mstep: Class 7 contains 24971 members 
Mstep: Class 8 contains 4516 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6408 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 80221 members 
Mstep: Class 14 contains 150680 members 
Mstep: Class 15 contains 9207 members 
Mstep: Class 16 contains 2477 members 
Mstep: Class 17 contains 7250 members 
Mstep: Class 18 contains 3814 members 
Mstep: Class 19 contains 10331 members 
Mstep: Class 20 contains 22737 members 
Mstep: Class 23 contains 5864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387768.000000 Penalty: 45213.089844
Iteration 80F: 22 clusters Score -5.238777e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 108641 members 
Mstep: Class 3 contains 6974 members 
Mstep: Class 4 contains 554 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 102299 members 
Mstep: Class 7 contains 24973 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 1905 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 80183 members 
Mstep: Class 14 contains 150680 members 
Mstep: Class 15 contains 9203 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 7317 members 
Mstep: Class 18 contains 3816 members 
Mstep: Class 19 contains 10345 members 
Mstep: Class 20 contains 22626 members 
Mstep: Class 23 contains 5865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52387900.000000 Penalty: 45213.089844
Iteration 81Q: 22 clusters Score -5.23879e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 108703 members 
Mstep: Class 3 contains 6981 members 
Mstep: Class 4 contains 555 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 102306 members 
Mstep: Class 7 contains 24973 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6409 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 80160 members 
Mstep: Class 14 contains 150680 members 
Mstep: Class 15 contains 9198 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 3818 members 
Mstep: Class 19 contains 10348 members 
Mstep: Class 20 contains 22571 members 
Mstep: Class 23 contains 5861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388136.000000 Penalty: 45213.089844
Iteration 82Q: 22 clusters Score -5.238814e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 108736 members 
Mstep: Class 3 contains 6983 members 
Mstep: Class 4 contains 555 members 
Mstep: Class 5 contains 3974 members 
Mstep: Class 6 contains 102308 members 
Mstep: Class 7 contains 24978 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 1900 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6407 members 
Mstep: Class 12 contains 3388 members 
Mstep: Class 13 contains 80137 members 
Mstep: Class 14 contains 150675 members 
Mstep: Class 15 contains 9191 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 7422 members 
Mstep: Class 18 contains 3820 members 
Mstep: Class 19 contains 10339 members 
Mstep: Class 20 contains 22550 members 
Mstep: Class 23 contains 5860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388056.000000 Penalty: 45213.089844
Iteration 83Q: 22 clusters Score -5.238806e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 108754 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 558 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 102309 members 
Mstep: Class 7 contains 24988 members 
Mstep: Class 8 contains 4501 members 
Mstep: Class 9 contains 1894 members 
Mstep: Class 10 contains 958 members 
Mstep: Class 11 contains 6405 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 80121 members 
Mstep: Class 14 contains 150676 members 
Mstep: Class 15 contains 9188 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 7456 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 19 contains 10339 members 
Mstep: Class 20 contains 22529 members 
Mstep: Class 23 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388136.000000 Penalty: 45213.089844
Iteration 84Q: 22 clusters Score -5.238814e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 108768 members 
Mstep: Class 3 contains 6990 members 
Mstep: Class 4 contains 559 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 102312 members 
Mstep: Class 7 contains 24996 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 9 contains 1898 members 
Mstep: Class 10 contains 956 members 
Mstep: Class 11 contains 6402 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 80105 members 
Mstep: Class 14 contains 150672 members 
Mstep: Class 15 contains 9184 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 17 contains 7471 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 10338 members 
Mstep: Class 20 contains 22520 members 
Mstep: Class 23 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388132.000000 Penalty: 45213.089844
Iteration 85Q: 22 clusters Score -5.238813e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 108764 members 
Mstep: Class 3 contains 6997 members 
Mstep: Class 4 contains 559 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 102318 members 
Mstep: Class 7 contains 25012 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 1907 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 6400 members 
Mstep: Class 12 contains 3324 members 
Mstep: Class 13 contains 80081 members 
Mstep: Class 14 contains 150673 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 17 contains 7489 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 19 contains 10336 members 
Mstep: Class 20 contains 22513 members 
Mstep: Class 23 contains 5856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388232.000000 Penalty: 45213.089844
Iteration 86Q: 22 clusters Score -5.238823e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 108752 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 559 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 102321 members 
Mstep: Class 7 contains 25023 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 1918 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 11 contains 6396 members 
Mstep: Class 12 contains 3312 members 
Mstep: Class 13 contains 80053 members 
Mstep: Class 14 contains 150672 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 2708 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 10338 members 
Mstep: Class 20 contains 22505 members 
Mstep: Class 23 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388224.000000 Penalty: 45213.089844
Iteration 87Q: 22 clusters Score -5.238822e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 108745 members 
Mstep: Class 3 contains 7019 members 
Mstep: Class 4 contains 559 members 
Mstep: Class 5 contains 3961 members 
Mstep: Class 6 contains 102325 members 
Mstep: Class 7 contains 25036 members 
Mstep: Class 8 contains 4495 members 
Mstep: Class 9 contains 1927 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 3307 members 
Mstep: Class 13 contains 80027 members 
Mstep: Class 14 contains 150672 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 2712 members 
Mstep: Class 17 contains 7527 members 
Mstep: Class 18 contains 3822 members 
Mstep: Class 19 contains 10340 members 
Mstep: Class 20 contains 22494 members 
Mstep: Class 23 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388220.000000 Penalty: 45213.089844
Iteration 88Q: 22 clusters Score -5.238822e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 108729 members 
Mstep: Class 3 contains 7030 members 
Mstep: Class 4 contains 559 members 
Mstep: Class 5 contains 3960 members 
Mstep: Class 6 contains 102329 members 
Mstep: Class 7 contains 25044 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 1930 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 3304 members 
Mstep: Class 13 contains 80010 members 
Mstep: Class 14 contains 150672 members 
Mstep: Class 15 contains 9180 members 
Mstep: Class 16 contains 2716 members 
Mstep: Class 17 contains 7539 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10340 members 
Mstep: Class 20 contains 22493 members 
Mstep: Class 23 contains 5849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388248.000000 Penalty: 45213.089844
Iteration 89Q: 22 clusters Score -5.238825e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 108714 members 
Mstep: Class 3 contains 7040 members 
Mstep: Class 4 contains 559 members 
Mstep: Class 5 contains 3958 members 
Mstep: Class 6 contains 102338 members 
Mstep: Class 7 contains 25053 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 1930 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 3297 members 
Mstep: Class 13 contains 79991 members 
Mstep: Class 14 contains 150672 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 2722 members 
Mstep: Class 17 contains 7553 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10342 members 
Mstep: Class 20 contains 22491 members 
Mstep: Class 23 contains 5843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388224.000000 Penalty: 45213.089844
Iteration 90Q: 22 clusters Score -5.238822e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 108715 members 
Mstep: Class 3 contains 7041 members 
Mstep: Class 4 contains 559 members 
Mstep: Class 5 contains 3958 members 
Mstep: Class 6 contains 102337 members 
Mstep: Class 7 contains 25069 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 1927 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 3294 members 
Mstep: Class 13 contains 79970 members 
Mstep: Class 14 contains 150671 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 7559 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10343 members 
Mstep: Class 20 contains 22486 members 
Mstep: Class 23 contains 5846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388288.000000 Penalty: 45213.089844
Iteration 91Q: 22 clusters Score -5.238829e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 108709 members 
Mstep: Class 3 contains 7044 members 
Mstep: Class 4 contains 560 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 102342 members 
Mstep: Class 7 contains 25084 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 1925 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 3292 members 
Mstep: Class 13 contains 79951 members 
Mstep: Class 14 contains 150672 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 7567 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10344 members 
Mstep: Class 20 contains 22484 members 
Mstep: Class 23 contains 5842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388340.000000 Penalty: 45213.089844
Iteration 92Q: 22 clusters Score -5.238834e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 108713 members 
Mstep: Class 3 contains 7053 members 
Mstep: Class 4 contains 561 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 102344 members 
Mstep: Class 7 contains 25101 members 
Mstep: Class 8 contains 4494 members 
Mstep: Class 9 contains 1922 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3290 members 
Mstep: Class 13 contains 79919 members 
Mstep: Class 14 contains 150669 members 
Mstep: Class 15 contains 9184 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 7573 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10343 members 
Mstep: Class 20 contains 22480 members 
Mstep: Class 23 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388308.000000 Penalty: 45213.089844
Iteration 93Q: 22 clusters Score -5.238831e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 108711 members 
Mstep: Class 3 contains 7067 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3956 members 
Mstep: Class 6 contains 102348 members 
Mstep: Class 7 contains 25116 members 
Mstep: Class 8 contains 4493 members 
Mstep: Class 9 contains 1921 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3286 members 
Mstep: Class 13 contains 79889 members 
Mstep: Class 14 contains 150665 members 
Mstep: Class 15 contains 9185 members 
Mstep: Class 16 contains 2750 members 
Mstep: Class 17 contains 7581 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10343 members 
Mstep: Class 20 contains 22475 members 
Mstep: Class 23 contains 5838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388328.000000 Penalty: 45213.089844
Iteration 94Q: 22 clusters Score -5.238833e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 108713 members 
Mstep: Class 3 contains 7074 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 102354 members 
Mstep: Class 7 contains 25134 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 1923 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3286 members 
Mstep: Class 13 contains 79854 members 
Mstep: Class 14 contains 150661 members 
Mstep: Class 15 contains 9186 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 7588 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10343 members 
Mstep: Class 20 contains 22473 members 
Mstep: Class 23 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388324.000000 Penalty: 45213.089844
Iteration 95Q: 22 clusters Score -5.238832e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 108716 members 
Mstep: Class 3 contains 7083 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 102358 members 
Mstep: Class 7 contains 25148 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 1922 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3285 members 
Mstep: Class 13 contains 79822 members 
Mstep: Class 14 contains 150659 members 
Mstep: Class 15 contains 9189 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 7592 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10343 members 
Mstep: Class 20 contains 22473 members 
Mstep: Class 23 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388324.000000 Penalty: 45213.089844
Iteration 96Q: 22 clusters Score -5.238832e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 108716 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 102361 members 
Mstep: Class 7 contains 25160 members 
Mstep: Class 8 contains 4493 members 
Mstep: Class 9 contains 1925 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 3283 members 
Mstep: Class 13 contains 79786 members 
Mstep: Class 14 contains 150660 members 
Mstep: Class 15 contains 9190 members 
Mstep: Class 16 contains 2763 members 
Mstep: Class 17 contains 7597 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10343 members 
Mstep: Class 20 contains 22470 members 
Mstep: Class 23 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388308.000000 Penalty: 45213.089844
Iteration 97Q: 22 clusters Score -5.238831e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 108713 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 102360 members 
Mstep: Class 7 contains 25173 members 
Mstep: Class 8 contains 4493 members 
Mstep: Class 9 contains 1926 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 3281 members 
Mstep: Class 13 contains 79753 members 
Mstep: Class 14 contains 150657 members 
Mstep: Class 15 contains 9194 members 
Mstep: Class 16 contains 2768 members 
Mstep: Class 17 contains 7604 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10344 members 
Mstep: Class 20 contains 22470 members 
Mstep: Class 23 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388324.000000 Penalty: 45213.089844
Iteration 98Q: 22 clusters Score -5.238832e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 108715 members 
Mstep: Class 3 contains 7104 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 102359 members 
Mstep: Class 7 contains 25191 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 1929 members 
Mstep: Class 10 contains 953 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 79724 members 
Mstep: Class 14 contains 150656 members 
Mstep: Class 15 contains 9196 members 
Mstep: Class 16 contains 2769 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10344 members 
Mstep: Class 20 contains 22467 members 
Mstep: Class 23 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388204.000000 Penalty: 45213.089844
Iteration 99Q: 22 clusters Score -5.23882e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 108723 members 
Mstep: Class 3 contains 7092 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 102362 members 
Mstep: Class 7 contains 25203 members 
Mstep: Class 8 contains 4493 members 
Mstep: Class 9 contains 1931 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 79708 members 
Mstep: Class 14 contains 150656 members 
Mstep: Class 15 contains 9196 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3824 members 
Mstep: Class 19 contains 10345 members 
Mstep: Class 20 contains 22468 members 
Mstep: Class 23 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388260.000000 Penalty: 45213.089844
Iteration 100F: 22 clusters Score -5.238826e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 108735 members 
Mstep: Class 3 contains 7079 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 102363 members 
Mstep: Class 7 contains 25211 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 1932 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 79698 members 
Mstep: Class 14 contains 150654 members 
Mstep: Class 15 contains 9196 members 
Mstep: Class 16 contains 2773 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 10344 members 
Mstep: Class 20 contains 22467 members 
Mstep: Class 23 contains 5832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388296.000000 Penalty: 45213.089844
Iteration 101Q: 22 clusters Score -5.23883e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 108742 members 
Mstep: Class 3 contains 7066 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 102368 members 
Mstep: Class 7 contains 25214 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 79694 members 
Mstep: Class 14 contains 150652 members 
Mstep: Class 15 contains 9196 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 3825 members 
Mstep: Class 19 contains 10344 members 
Mstep: Class 20 contains 22466 members 
Mstep: Class 23 contains 5834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388320.000000 Penalty: 45213.089844
Iteration 102Q: 22 clusters Score -5.238832e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 108749 members 
Mstep: Class 3 contains 7046 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102369 members 
Mstep: Class 7 contains 25228 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 79691 members 
Mstep: Class 14 contains 150653 members 
Mstep: Class 15 contains 9195 members 
Mstep: Class 16 contains 2774 members 
Mstep: Class 17 contains 7612 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10344 members 
Mstep: Class 20 contains 22464 members 
Mstep: Class 23 contains 5833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388312.000000 Penalty: 45213.089844
Iteration 103Q: 22 clusters Score -5.238831e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 108751 members 
Mstep: Class 3 contains 7026 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 102374 members 
Mstep: Class 7 contains 25243 members 
Mstep: Class 8 contains 4488 members 
Mstep: Class 9 contains 1941 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 79694 members 
Mstep: Class 14 contains 150652 members 
Mstep: Class 15 contains 9194 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10343 members 
Mstep: Class 20 contains 22464 members 
Mstep: Class 23 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388316.000000 Penalty: 45213.089844
Iteration 104Q: 22 clusters Score -5.238832e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 108749 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102379 members 
Mstep: Class 7 contains 25259 members 
Mstep: Class 8 contains 4485 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3280 members 
Mstep: Class 13 contains 79692 members 
Mstep: Class 14 contains 150652 members 
Mstep: Class 15 contains 9194 members 
Mstep: Class 16 contains 2780 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10342 members 
Mstep: Class 20 contains 22465 members 
Mstep: Class 23 contains 5826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388248.000000 Penalty: 45213.089844
Iteration 105Q: 22 clusters Score -5.238825e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 108746 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102381 members 
Mstep: Class 7 contains 25279 members 
Mstep: Class 8 contains 4484 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3279 members 
Mstep: Class 13 contains 79680 members 
Mstep: Class 14 contains 150652 members 
Mstep: Class 15 contains 9195 members 
Mstep: Class 16 contains 2781 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10341 members 
Mstep: Class 20 contains 22465 members 
Mstep: Class 23 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388224.000000 Penalty: 45213.089844
Iteration 106Q: 22 clusters Score -5.238822e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 108740 members 
Mstep: Class 3 contains 6997 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102388 members 
Mstep: Class 7 contains 25301 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 9 contains 1945 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3277 members 
Mstep: Class 13 contains 79673 members 
Mstep: Class 14 contains 150651 members 
Mstep: Class 15 contains 9194 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10341 members 
Mstep: Class 20 contains 22465 members 
Mstep: Class 23 contains 5819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388248.000000 Penalty: 45213.089844
Iteration 107Q: 22 clusters Score -5.238825e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 108742 members 
Mstep: Class 3 contains 6976 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 102387 members 
Mstep: Class 7 contains 25320 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 1950 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3276 members 
Mstep: Class 13 contains 79673 members 
Mstep: Class 14 contains 150656 members 
Mstep: Class 15 contains 9187 members 
Mstep: Class 16 contains 2790 members 
Mstep: Class 17 contains 7609 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10341 members 
Mstep: Class 20 contains 22464 members 
Mstep: Class 23 contains 5819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388200.000000 Penalty: 45213.089844
Iteration 108Q: 22 clusters Score -5.23882e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 108736 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 563 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 102389 members 
Mstep: Class 7 contains 25338 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 1955 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 3274 members 
Mstep: Class 13 contains 79673 members 
Mstep: Class 14 contains 150654 members 
Mstep: Class 15 contains 9185 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10340 members 
Mstep: Class 20 contains 22464 members 
Mstep: Class 23 contains 5816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388228.000000 Penalty: 45213.089844
Iteration 109Q: 22 clusters Score -5.238823e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 108747 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 102391 members 
Mstep: Class 7 contains 25355 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 1958 members 
Mstep: Class 10 contains 954 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 79657 members 
Mstep: Class 14 contains 150654 members 
Mstep: Class 15 contains 9185 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 17 contains 7609 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 10338 members 
Mstep: Class 20 contains 22462 members 
Mstep: Class 23 contains 5814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388180.000000 Penalty: 45213.089844
Iteration 110Q: 22 clusters Score -5.238818e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 108751 members 
Mstep: Class 3 contains 6939 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 102390 members 
Mstep: Class 7 contains 25371 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 1963 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 12 contains 3271 members 
Mstep: Class 13 contains 79650 members 
Mstep: Class 14 contains 150656 members 
Mstep: Class 15 contains 9179 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7609 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 10336 members 
Mstep: Class 20 contains 22463 members 
Mstep: Class 23 contains 5814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388232.000000 Penalty: 45213.089844
Iteration 111Q: 22 clusters Score -5.238823e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 108753 members 
Mstep: Class 3 contains 6929 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 102392 members 
Mstep: Class 7 contains 25381 members 
Mstep: Class 8 contains 4478 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79647 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 9171 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 10336 members 
Mstep: Class 20 contains 22463 members 
Mstep: Class 23 contains 5812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388180.000000 Penalty: 45213.089844
Iteration 112Q: 22 clusters Score -5.238818e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 108754 members 
Mstep: Class 3 contains 6922 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25389 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1968 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79642 members 
Mstep: Class 14 contains 150663 members 
Mstep: Class 15 contains 9168 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10336 members 
Mstep: Class 20 contains 22463 members 
Mstep: Class 23 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388176.000000 Penalty: 45213.089844
Iteration 113Q: 22 clusters Score -5.238818e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 108755 members 
Mstep: Class 3 contains 6912 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 6 contains 102396 members 
Mstep: Class 7 contains 25402 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79640 members 
Mstep: Class 14 contains 150663 members 
Mstep: Class 15 contains 9161 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10336 members 
Mstep: Class 20 contains 22462 members 
Mstep: Class 23 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388168.000000 Penalty: 45213.089844
Iteration 114Q: 22 clusters Score -5.238817e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 108755 members 
Mstep: Class 3 contains 6913 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3946 members 
Mstep: Class 6 contains 102397 members 
Mstep: Class 7 contains 25405 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 1972 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6392 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79634 members 
Mstep: Class 14 contains 150665 members 
Mstep: Class 15 contains 9158 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 22461 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388176.000000 Penalty: 45213.089844
Iteration 115Q: 22 clusters Score -5.238818e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 108759 members 
Mstep: Class 3 contains 6903 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 102398 members 
Mstep: Class 7 contains 25414 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1973 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6391 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79633 members 
Mstep: Class 14 contains 150663 members 
Mstep: Class 15 contains 9158 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 22459 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388196.000000 Penalty: 45213.089844
Iteration 116Q: 22 clusters Score -5.23882e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 108757 members 
Mstep: Class 3 contains 6889 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 102398 members 
Mstep: Class 7 contains 25423 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79635 members 
Mstep: Class 14 contains 150663 members 
Mstep: Class 15 contains 9158 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 22458 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388212.000000 Penalty: 45213.089844
Iteration 117Q: 22 clusters Score -5.238821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 108756 members 
Mstep: Class 3 contains 6877 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 102398 members 
Mstep: Class 7 contains 25436 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79636 members 
Mstep: Class 14 contains 150664 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22458 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388236.000000 Penalty: 45213.089844
Iteration 118Q: 22 clusters Score -5.238824e+07 nChanged 21
Entering ConstructFrom: 
Score: -52388236.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (10289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Entering Unmasked Estep 
Score: -992025.687500 Penalty: 1501.309937
	Iteration 0F: 2 clusters Score -992025.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -984707.625000 Penalty: 3002.619873
	Iteration 0F: 3 clusters Score -984707.6 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -987043.437500 Penalty: 3002.619873
	Iteration 1F: 3 clusters Score -987043.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -987374.812500 Penalty: 3002.619873
	Iteration 2F: 3 clusters Score -987374.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -987649.250000 Penalty: 3002.619873
	Iteration 3F: 3 clusters Score -987649.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -987915.687500 Penalty: 3002.619873
	Iteration 4F: 3 clusters Score -987915.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -988152.000000 Penalty: 3002.619873
	Iteration 5Q: 3 clusters Score -988152 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -988398.937500 Penalty: 3002.619873
	Iteration 6Q: 3 clusters Score -988398.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -988662.000000 Penalty: 3002.619873
	Iteration 7Q: 3 clusters Score -988662 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -988921.937500 Penalty: 3002.619873
	Iteration 8Q: 3 clusters Score -988921.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -989206.375000 Penalty: 3002.619873
	Iteration 9Q: 3 clusters Score -989206.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -989515.687500 Penalty: 3002.619873
	Iteration 10Q: 3 clusters Score -989515.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -989787.812500 Penalty: 3002.619873
	Iteration 11Q: 3 clusters Score -989787.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -989967.000000 Penalty: 3002.619873
	Iteration 12Q: 3 clusters Score -989967 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -990064.687500 Penalty: 3002.619873
	Iteration 13Q: 3 clusters Score -990064.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -990137.000000 Penalty: 3002.619873
	Iteration 14Q: 3 clusters Score -990137 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -990199.812500 Penalty: 3002.619873
	Iteration 15Q: 3 clusters Score -990199.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -990256.437500 Penalty: 3002.619873
	Iteration 16Q: 3 clusters Score -990256.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -990295.750000 Penalty: 3002.619873
	Iteration 17Q: 3 clusters Score -990295.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -990333.437500 Penalty: 3002.619873
	Iteration 18Q: 3 clusters Score -990333.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -990379.312500 Penalty: 3002.619873
	Iteration 19Q: 3 clusters Score -990379.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -990426.625000 Penalty: 3002.619873
	Iteration 20F: 3 clusters Score -990426.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -990476.437500 Penalty: 3002.619873
	Iteration 21Q: 3 clusters Score -990476.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -990521.250000 Penalty: 3002.619873
	Iteration 22Q: 3 clusters Score -990521.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -990545.125000 Penalty: 3002.619873
	Iteration 23Q: 3 clusters Score -990545.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -990566.625000 Penalty: 3002.619873
	Iteration 24Q: 3 clusters Score -990566.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -990586.875000 Penalty: 3002.619873
	Iteration 25Q: 3 clusters Score -990586.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -990600.687500 Penalty: 3002.619873
	Iteration 26Q: 3 clusters Score -990600.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -990614.687500 Penalty: 3002.619873
	Iteration 27Q: 3 clusters Score -990614.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -990623.812500 Penalty: 3002.619873
	Iteration 28Q: 3 clusters Score -990623.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -990633.375000 Penalty: 3002.619873
	Iteration 29Q: 3 clusters Score -990633.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -990636.500000 Penalty: 3002.619873
	Iteration 30Q: 3 clusters Score -990636.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -990643.937500 Penalty: 3002.619873
	Iteration 31Q: 3 clusters Score -990643.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -990647.125000 Penalty: 3002.619873
	Iteration 32Q: 3 clusters Score -990647.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -990654.687500 Penalty: 3002.619873
	Iteration 33Q: 3 clusters Score -990654.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -990667.250000 Penalty: 3002.619873
	Iteration 34Q: 3 clusters Score -990667.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -990674.062500 Penalty: 3002.619873
	Iteration 35Q: 3 clusters Score -990674.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -990685.062500 Penalty: 3002.619873
	Iteration 36Q: 3 clusters Score -990685.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -990688.562500 Penalty: 3002.619873
	Iteration 37Q: 3 clusters Score -990688.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -990694.437500 Penalty: 3002.619873
	Iteration 38Q: 3 clusters Score -990694.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -990695.062500 Penalty: 3002.619873
	Iteration 39Q: 3 clusters Score -990695.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -990698.187500 Penalty: 3002.619873
	Iteration 40F: 3 clusters Score -990698.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -990701.375000 Penalty: 3002.619873
	Iteration 41Q: 3 clusters Score -990701.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -990705.250000 Penalty: 3002.619873
	Iteration 42Q: 3 clusters Score -990705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -990704.562500 Penalty: 3002.619873
	Iteration 43Q: 3 clusters Score -990704.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -990706.187500 Penalty: 3002.619873
	Iteration 44Q: 3 clusters Score -990706.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -990709.625000 Penalty: 3002.619873
	Iteration 45Q: 3 clusters Score -990709.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -990709.812500 Penalty: 3002.619873
	Iteration 46Q: 3 clusters Score -990709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -990710.250000 Penalty: 3002.619873
	Iteration 47Q: 3 clusters Score -990710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -990711.062500 Penalty: 3002.619873
	Iteration 48Q: 3 clusters Score -990711.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -990712.312500 Penalty: 3002.619873
	Iteration 49Q: 3 clusters Score -990712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -990712.062500 Penalty: 3002.619873
	Iteration 50Q: 3 clusters Score -990712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -990712.750000 Penalty: 3002.619873
	Iteration 51Q: 3 clusters Score -990712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -990712.437500 Penalty: 3002.619873
	Iteration 52Q: 3 clusters Score -990712.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -990714.500000 Penalty: 3002.619873
	Iteration 53Q: 3 clusters Score -990714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -990713.812500 Penalty: 3002.619873
	Iteration 54Q: 3 clusters Score -990713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -990715.875000 Penalty: 3002.619873
	Iteration 55Q: 3 clusters Score -990715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -990715.625000 Penalty: 3002.619873
	Iteration 56Q: 3 clusters Score -990715.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -990716.375000 Penalty: 3002.619873
	Iteration 57Q: 3 clusters Score -990716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -990716.812500 Penalty: 3002.619873
	Iteration 58Q: 3 clusters Score -990716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -990716.437500 Penalty: 3002.619873
	Iteration 59Q: 3 clusters Score -990716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -990715.812500 Penalty: 3002.619873
	Iteration 60F: 3 clusters Score -990715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -990714.875000 Penalty: 3002.619873
	Iteration 61Q: 3 clusters Score -990714.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -990716.250000 Penalty: 3002.619873
	Iteration 62Q: 3 clusters Score -990716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -990717.687500 Penalty: 3002.619873
	Iteration 63Q: 3 clusters Score -990717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -990718.625000 Penalty: 3002.619873
	Iteration 64Q: 3 clusters Score -990718.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -990718.937500 Penalty: 3002.619873
	Iteration 65Q: 3 clusters Score -990718.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -990719.187500 Penalty: 3002.619873
	Iteration 66Q: 3 clusters Score -990719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -990717.625000 Penalty: 3002.619873
	Iteration 67Q: 3 clusters Score -990717.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -990718.937500 Penalty: 3002.619873
	Iteration 68Q: 3 clusters Score -990718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -990720.875000 Penalty: 3002.619873
	Iteration 69Q: 3 clusters Score -990720.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -990721.250000 Penalty: 3002.619873
	Iteration 70Q: 3 clusters Score -990721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -990720.562500 Penalty: 3002.619873
	Iteration 71Q: 3 clusters Score -990720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -990721.500000 Penalty: 3002.619873
	Iteration 72Q: 3 clusters Score -990721.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -990721.937500 Penalty: 3002.619873
	Iteration 73Q: 3 clusters Score -990721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -990721.250000 Penalty: 3002.619873
	Iteration 74Q: 3 clusters Score -990721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -990721.250000 Penalty: 3002.619873
	Iteration 75F: 3 clusters Score -990721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108756 members 
Entering Unmasked Estep 
Score: -10228409.000000 Penalty: 1884.489990
	Iteration 0F: 2 clusters Score -1.022841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -10155590.000000 Penalty: 3768.979980
	Iteration 0F: 3 clusters Score -1.015559e+07 nChanged 52014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -10185620.000000 Penalty: 3768.979980
	Iteration 1F: 3 clusters Score -1.018562e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -10186494.000000 Penalty: 3768.979980
	Iteration 2Q: 3 clusters Score -1.018649e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -10187463.000000 Penalty: 3768.979980
	Iteration 3Q: 3 clusters Score -1.018746e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -10188747.000000 Penalty: 3768.979980
	Iteration 4Q: 3 clusters Score -1.018875e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59408 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -10190365.000000 Penalty: 3768.979980
	Iteration 5Q: 3 clusters Score -1.019036e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -10192293.000000 Penalty: 3768.979980
	Iteration 6Q: 3 clusters Score -1.019229e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -10194808.000000 Penalty: 3768.979980
	Iteration 7Q: 3 clusters Score -1.019481e+07 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -10198231.000000 Penalty: 3768.979980
	Iteration 8F: 3 clusters Score -1.019823e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -10202329.000000 Penalty: 3768.979980
	Iteration 9F: 3 clusters Score -1.020233e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -10206831.000000 Penalty: 3768.979980
	Iteration 10F: 3 clusters Score -1.020683e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88050 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -10211194.000000 Penalty: 3768.979980
	Iteration 11F: 3 clusters Score -1.021119e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -10214861.000000 Penalty: 3768.979980
	Iteration 12Q: 3 clusters Score -1.021486e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97522 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -10218019.000000 Penalty: 3768.979980
	Iteration 13Q: 3 clusters Score -1.021802e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101119 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -10220795.000000 Penalty: 3768.979980
	Iteration 14Q: 3 clusters Score -1.02208e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103974 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -10223036.000000 Penalty: 3768.979980
	Iteration 15Q: 3 clusters Score -1.022304e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105945 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -10224690.000000 Penalty: 3768.979980
	Iteration 16Q: 3 clusters Score -1.022469e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107173 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -10225656.000000 Penalty: 3768.979980
	Iteration 17Q: 3 clusters Score -1.022566e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107810 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10226143.000000 Penalty: 3768.979980
	Iteration 18Q: 3 clusters Score -1.022614e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108112 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10226375.000000 Penalty: 3768.979980
	Iteration 19Q: 3 clusters Score -1.022638e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108280 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10226522.000000 Penalty: 3768.979980
	Iteration 20F: 3 clusters Score -1.022652e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108364 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10226606.000000 Penalty: 3768.979980
	Iteration 21Q: 3 clusters Score -1.022661e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108413 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -10226666.000000 Penalty: 3768.979980
	Iteration 22Q: 3 clusters Score -1.022667e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -10226690.000000 Penalty: 3768.979980
	Iteration 23Q: 3 clusters Score -1.022669e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108463 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -10226722.000000 Penalty: 3768.979980
	Iteration 24Q: 3 clusters Score -1.022672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108474 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10226743.000000 Penalty: 3768.979980
	Iteration 25Q: 3 clusters Score -1.022674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108478 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10226742.000000 Penalty: 3768.979980
	Iteration 26Q: 3 clusters Score -1.022674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108483 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10226739.000000 Penalty: 3768.979980
	Iteration 27Q: 3 clusters Score -1.022674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -10226747.000000 Penalty: 3768.979980
	Iteration 28Q: 3 clusters Score -1.022675e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108487 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10226747.000000 Penalty: 3768.979980
	Iteration 29Q: 3 clusters Score -1.022675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10226742.000000 Penalty: 3768.979980
	Iteration 30Q: 3 clusters Score -1.022674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108490 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10226742.000000 Penalty: 3768.979980
	Iteration 31F: 3 clusters Score -1.022674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -659820.437500 Penalty: 1435.674316
	Iteration 0F: 2 clusters Score -659820.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -654662.437500 Penalty: 2871.348633
	Iteration 0F: 3 clusters Score -654662.4 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -656242.937500 Penalty: 2871.348633
	Iteration 1F: 3 clusters Score -656242.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -656474.750000 Penalty: 2871.348633
	Iteration 2F: 3 clusters Score -656474.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -656674.000000 Penalty: 2871.348633
	Iteration 3F: 3 clusters Score -656674 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -656839.437500 Penalty: 2871.348633
	Iteration 4Q: 3 clusters Score -656839.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -657008.937500 Penalty: 2871.348633
	Iteration 5Q: 3 clusters Score -657008.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -657198.187500 Penalty: 2871.348633
	Iteration 6Q: 3 clusters Score -657198.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -657427.625000 Penalty: 2871.348633
	Iteration 7Q: 3 clusters Score -657427.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -657640.812500 Penalty: 2871.348633
	Iteration 8Q: 3 clusters Score -657640.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -657832.750000 Penalty: 2871.348633
	Iteration 9Q: 3 clusters Score -657832.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -658016.062500 Penalty: 2871.348633
	Iteration 10Q: 3 clusters Score -658016.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -658204.687500 Penalty: 2871.348633
	Iteration 11Q: 3 clusters Score -658204.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -658362.625000 Penalty: 2871.348633
	Iteration 12Q: 3 clusters Score -658362.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -658466.375000 Penalty: 2871.348633
	Iteration 13Q: 3 clusters Score -658466.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -658520.062500 Penalty: 2871.348633
	Iteration 14Q: 3 clusters Score -658520.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -658561.875000 Penalty: 2871.348633
	Iteration 15Q: 3 clusters Score -658561.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -658587.125000 Penalty: 2871.348633
	Iteration 16Q: 3 clusters Score -658587.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -658605.937500 Penalty: 2871.348633
	Iteration 17Q: 3 clusters Score -658605.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -658621.875000 Penalty: 2871.348633
	Iteration 18Q: 3 clusters Score -658621.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -658634.062500 Penalty: 2871.348633
	Iteration 19Q: 3 clusters Score -658634.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -658645.375000 Penalty: 2871.348633
	Iteration 20F: 3 clusters Score -658645.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -658655.500000 Penalty: 2871.348633
	Iteration 21Q: 3 clusters Score -658655.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -658667.000000 Penalty: 2871.348633
	Iteration 22Q: 3 clusters Score -658667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -658675.500000 Penalty: 2871.348633
	Iteration 23Q: 3 clusters Score -658675.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -658683.375000 Penalty: 2871.348633
	Iteration 24Q: 3 clusters Score -658683.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -658690.500000 Penalty: 2871.348633
	Iteration 25Q: 3 clusters Score -658690.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -658698.500000 Penalty: 2871.348633
	Iteration 26Q: 3 clusters Score -658698.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -658704.437500 Penalty: 2871.348633
	Iteration 27Q: 3 clusters Score -658704.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -658708.562500 Penalty: 2871.348633
	Iteration 28Q: 3 clusters Score -658708.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -658711.125000 Penalty: 2871.348633
	Iteration 29Q: 3 clusters Score -658711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -658711.125000 Penalty: 2871.348633
	Iteration 30Q: 3 clusters Score -658711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -658712.437500 Penalty: 2871.348633
	Iteration 31Q: 3 clusters Score -658712.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -658712.437500 Penalty: 2871.348633
	Iteration 32F: 3 clusters Score -658712.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -50142.093750 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -50142.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -49044.656250 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -49044.66 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49202.828125 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -49202.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49246.886719 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -49246.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -49261.539062 Penalty: 2057.738037
	Iteration 3Q: 3 clusters Score -49261.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49271.308594 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -49271.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49276.574219 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -49276.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49278.945312 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -49278.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49284.054688 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -49284.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49286.617188 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -49286.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49286.617188 Penalty: 2057.738037
	Iteration 9F: 3 clusters Score -49286.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Entering Unmasked Estep 
Score: -368257.000000 Penalty: 1345.821167
	Iteration 0F: 2 clusters Score -368257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -364920.875000 Penalty: 2691.642334
	Iteration 0F: 3 clusters Score -364920.9 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -365825.781250 Penalty: 2691.642334
	Iteration 1F: 3 clusters Score -365825.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -366002.156250 Penalty: 2691.642334
	Iteration 2F: 3 clusters Score -366002.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -366124.750000 Penalty: 2691.642334
	Iteration 3F: 3 clusters Score -366124.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -366240.687500 Penalty: 2691.642334
	Iteration 4Q: 3 clusters Score -366240.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -366346.312500 Penalty: 2691.642334
	Iteration 5Q: 3 clusters Score -366346.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -366438.437500 Penalty: 2691.642334
	Iteration 6Q: 3 clusters Score -366438.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -366537.343750 Penalty: 2691.642334
	Iteration 7Q: 3 clusters Score -366537.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -366653.375000 Penalty: 2691.642334
	Iteration 8Q: 3 clusters Score -366653.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -366800.875000 Penalty: 2691.642334
	Iteration 9Q: 3 clusters Score -366800.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -366948.500000 Penalty: 2691.642334
	Iteration 10Q: 3 clusters Score -366948.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -367073.281250 Penalty: 2691.642334
	Iteration 11Q: 3 clusters Score -367073.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -367190.281250 Penalty: 2691.642334
	Iteration 12Q: 3 clusters Score -367190.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -367279.781250 Penalty: 2691.642334
	Iteration 13Q: 3 clusters Score -367279.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -367348.531250 Penalty: 2691.642334
	Iteration 14Q: 3 clusters Score -367348.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -367378.906250 Penalty: 2691.642334
	Iteration 15Q: 3 clusters Score -367378.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -367397.156250 Penalty: 2691.642334
	Iteration 16Q: 3 clusters Score -367397.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -367413.406250 Penalty: 2691.642334
	Iteration 17Q: 3 clusters Score -367413.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -367431.750000 Penalty: 2691.642334
	Iteration 18Q: 3 clusters Score -367431.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -367445.031250 Penalty: 2691.642334
	Iteration 19Q: 3 clusters Score -367445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -367452.687500 Penalty: 2691.642334
	Iteration 20F: 3 clusters Score -367452.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -367458.281250 Penalty: 2691.642334
	Iteration 21Q: 3 clusters Score -367458.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -367458.937500 Penalty: 2691.642334
	Iteration 22Q: 3 clusters Score -367458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -367460.093750 Penalty: 2691.642334
	Iteration 23Q: 3 clusters Score -367460.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -367462.031250 Penalty: 2691.642334
	Iteration 24Q: 3 clusters Score -367462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -367464.281250 Penalty: 2691.642334
	Iteration 25Q: 3 clusters Score -367464.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -367464.718750 Penalty: 2691.642334
	Iteration 26Q: 3 clusters Score -367464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -367465.312500 Penalty: 2691.642334
	Iteration 27Q: 3 clusters Score -367465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -367465.875000 Penalty: 2691.642334
	Iteration 28Q: 3 clusters Score -367465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -367466.250000 Penalty: 2691.642334
	Iteration 29Q: 3 clusters Score -367466.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -367466.000000 Penalty: 2691.642334
	Iteration 30Q: 3 clusters Score -367466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -367466.000000 Penalty: 2691.642334
	Iteration 31F: 3 clusters Score -367466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102398 members 
Entering Unmasked Estep 
Score: -9631160.000000 Penalty: 1874.701050
	Iteration 0F: 2 clusters Score -9631160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -9562699.000000 Penalty: 3749.402100
	Iteration 0F: 3 clusters Score -9562699 nChanged 49009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 55455 members 
Entering Unmasked Estep 
Score: -9591346.000000 Penalty: 3749.402100
	Iteration 1F: 3 clusters Score -9591346 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
Score: -9592425.000000 Penalty: 3749.402100
	Iteration 2Q: 3 clusters Score -9592425 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -9594383.000000 Penalty: 3749.402100
	Iteration 3Q: 3 clusters Score -9594383 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 68425 members 
Entering Unmasked Estep 
Score: -9597863.000000 Penalty: 3749.402100
	Iteration 4F: 3 clusters Score -9597863 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 76736 members 
Entering Unmasked Estep 
Score: -9604303.000000 Penalty: 3749.402100
	Iteration 5F: 3 clusters Score -9604303 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 86529 members 
Entering Unmasked Estep 
Score: -9613469.000000 Penalty: 3749.402100
	Iteration 6F: 3 clusters Score -9613469 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 95018 members 
Entering Unmasked Estep 
Score: -9622214.000000 Penalty: 3749.402100
	Iteration 7F: 3 clusters Score -9622214 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 99830 members 
Entering Unmasked Estep 
Score: -9627088.000000 Penalty: 3749.402100
	Iteration 8Q: 3 clusters Score -9627088 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 101562 members 
Entering Unmasked Estep 
Score: -9628716.000000 Penalty: 3749.402100
	Iteration 9Q: 3 clusters Score -9628716 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 102050 members 
Entering Unmasked Estep 
Score: -9629169.000000 Penalty: 3749.402100
	Iteration 10Q: 3 clusters Score -9629169 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -9629331.000000 Penalty: 3749.402100
	Iteration 11Q: 3 clusters Score -9629331 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 102211 members 
Entering Unmasked Estep 
Score: -9629397.000000 Penalty: 3749.402100
	Iteration 12Q: 3 clusters Score -9629397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 102228 members 
Entering Unmasked Estep 
Score: -9629442.000000 Penalty: 3749.402100
	Iteration 13Q: 3 clusters Score -9629442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102236 members 
Entering Unmasked Estep 
Score: -9629470.000000 Penalty: 3749.402100
	Iteration 14Q: 3 clusters Score -9629470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 102239 members 
Entering Unmasked Estep 
Score: -9629473.000000 Penalty: 3749.402100
	Iteration 15Q: 3 clusters Score -9629473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 102242 members 
Entering Unmasked Estep 
Score: -9629485.000000 Penalty: 3749.402100
	Iteration 16Q: 3 clusters Score -9629485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 102245 members 
Entering Unmasked Estep 
Score: -9629490.000000 Penalty: 3749.402100
	Iteration 17Q: 3 clusters Score -9629490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 102246 members 
Entering Unmasked Estep 
Score: -9629493.000000 Penalty: 3749.402100
	Iteration 18Q: 3 clusters Score -9629493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 102248 members 
Entering Unmasked Estep 
Score: -9629496.000000 Penalty: 3749.402100
	Iteration 19Q: 3 clusters Score -9629496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 102249 members 
Entering Unmasked Estep 
Score: -9629501.000000 Penalty: 3749.402100
	Iteration 20F: 3 clusters Score -9629501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -9629502.000000 Penalty: 3749.402100
	Iteration 21Q: 3 clusters Score -9629502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -9629502.000000 Penalty: 3749.402100
	Iteration 22F: 3 clusters Score -9629502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Entering Unmasked Estep 
Score: -2422017.750000 Penalty: 1648.425415
	Iteration 0F: 2 clusters Score -2422018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2404744.750000 Penalty: 3296.850830
	Iteration 0F: 3 clusters Score -2404745 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2411185.000000 Penalty: 3296.850830
	Iteration 1F: 3 clusters Score -2411185 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2411696.250000 Penalty: 3296.850830
	Iteration 2F: 3 clusters Score -2411696 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2412180.750000 Penalty: 3296.850830
	Iteration 3Q: 3 clusters Score -2412181 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2412766.500000 Penalty: 3296.850830
	Iteration 4Q: 3 clusters Score -2412766 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2413553.250000 Penalty: 3296.850830
	Iteration 5F: 3 clusters Score -2413553 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2414622.750000 Penalty: 3296.850830
	Iteration 6F: 3 clusters Score -2414623 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2415950.500000 Penalty: 3296.850830
	Iteration 7F: 3 clusters Score -2415950 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2417317.250000 Penalty: 3296.850830
	Iteration 8F: 3 clusters Score -2417317 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2418326.250000 Penalty: 3296.850830
	Iteration 9F: 3 clusters Score -2418326 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2418902.750000 Penalty: 3296.850830
	Iteration 10Q: 3 clusters Score -2418903 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2419216.000000 Penalty: 3296.850830
	Iteration 11Q: 3 clusters Score -2419216 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2419389.250000 Penalty: 3296.850830
	Iteration 12Q: 3 clusters Score -2419389 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2419492.750000 Penalty: 3296.850830
	Iteration 13Q: 3 clusters Score -2419493 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2419558.000000 Penalty: 3296.850830
	Iteration 14Q: 3 clusters Score -2419558 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 14585 members 
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Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 14730 members 
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Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 14853 members 
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Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 14977 members 
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Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 15098 members 
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Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 15204 members 
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Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 15297 members 
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	Iteration 21Q: 3 clusters Score -2419757 nChanged 101
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Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 15386 members 
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Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 15479 members 
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Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 15555 members 
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Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 15626 members 
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Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 15700 members 
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Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 15777 members 
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Mstep: Class 1 contains 9523 members 
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Mstep: Class 1 contains 9455 members 
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Mstep: Class 2 contains 16055 members 
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Mstep: Class 1 contains 9317 members 
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Mstep: Class 1 contains 9233 members 
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Mstep: Class 1 contains 8970 members 
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Mstep: Class 1 contains 8728 members 
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Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 16850 members 
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Mstep: Class 1 contains 8525 members 
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	Iteration 65Q: 3 clusters Score -2420061 nChanged 22
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	Iteration 66Q: 3 clusters Score -2420058 nChanged 16
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	Iteration 67Q: 3 clusters Score -2420067 nChanged 17
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	Iteration 73Q: 3 clusters Score -2420067 nChanged 22
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	Iteration 78Q: 3 clusters Score -2420060 nChanged 7
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	Iteration 79Q: 3 clusters Score -2420054 nChanged 5
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	Iteration 80F: 3 clusters Score -2420054 nChanged 5
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Mstep: Class 1 contains 7669 members 
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	Iteration 81Q: 3 clusters Score -2420057 nChanged 8
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	Iteration 82Q: 3 clusters Score -2420060 nChanged 9
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	Iteration 83Q: 3 clusters Score -2420057 nChanged 13
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	Iteration 84Q: 3 clusters Score -2420058 nChanged 11
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	Iteration 86Q: 3 clusters Score -2420056 nChanged 15
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	Iteration 87Q: 3 clusters Score -2420058 nChanged 18
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	Iteration 89Q: 3 clusters Score -2420065 nChanged 14
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	Iteration 90Q: 3 clusters Score -2420063 nChanged 14
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	Iteration 91Q: 3 clusters Score -2420070 nChanged 12
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	Iteration 93Q: 3 clusters Score -2420067 nChanged 8
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	Iteration 99Q: 3 clusters Score -2420080 nChanged 7
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	Iteration 100F: 3 clusters Score -2420074 nChanged 9
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	Iteration 101Q: 3 clusters Score -2420075 nChanged 3
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	Iteration 102Q: 3 clusters Score -2420075 nChanged 2
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	Iteration 103Q: 3 clusters Score -2420076 nChanged 1
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	Iteration 104Q: 3 clusters Score -2420078 nChanged 2
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	Iteration 105Q: 3 clusters Score -2420075 nChanged 2
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	Iteration 106Q: 3 clusters Score -2420079 nChanged 0
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	Iteration 107F: 3 clusters Score -2420079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Entering Unmasked Estep 
Score: -385404.500000 Penalty: 1366.235229
	Iteration 0F: 2 clusters Score -385404.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -381755.218750 Penalty: 2732.470459
	Iteration 0F: 3 clusters Score -381755.2 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -382819.062500 Penalty: 2732.470459
	Iteration 1F: 3 clusters Score -382819.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -383089.156250 Penalty: 2732.470459
	Iteration 2F: 3 clusters Score -383089.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -383328.062500 Penalty: 2732.470459
	Iteration 3F: 3 clusters Score -383328.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -383560.375000 Penalty: 2732.470459
	Iteration 4F: 3 clusters Score -383560.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -383755.343750 Penalty: 2732.470459
	Iteration 5F: 3 clusters Score -383755.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -383904.687500 Penalty: 2732.470459
	Iteration 6Q: 3 clusters Score -383904.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -384017.218750 Penalty: 2732.470459
	Iteration 7Q: 3 clusters Score -384017.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -384121.062500 Penalty: 2732.470459
	Iteration 8Q: 3 clusters Score -384121.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -384217.281250 Penalty: 2732.470459
	Iteration 9Q: 3 clusters Score -384217.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -384290.781250 Penalty: 2732.470459
	Iteration 10Q: 3 clusters Score -384290.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -384335.218750 Penalty: 2732.470459
	Iteration 11Q: 3 clusters Score -384335.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -384364.875000 Penalty: 2732.470459
	Iteration 12Q: 3 clusters Score -384364.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -384384.875000 Penalty: 2732.470459
	Iteration 13Q: 3 clusters Score -384384.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -384405.656250 Penalty: 2732.470459
	Iteration 14Q: 3 clusters Score -384405.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -384429.312500 Penalty: 2732.470459
	Iteration 15Q: 3 clusters Score -384429.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -384454.781250 Penalty: 2732.470459
	Iteration 16Q: 3 clusters Score -384454.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -384477.718750 Penalty: 2732.470459
	Iteration 17Q: 3 clusters Score -384477.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -384496.937500 Penalty: 2732.470459
	Iteration 18Q: 3 clusters Score -384496.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -384521.937500 Penalty: 2732.470459
	Iteration 19Q: 3 clusters Score -384521.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -384556.531250 Penalty: 2732.470459
	Iteration 20F: 3 clusters Score -384556.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -384596.968750 Penalty: 2732.470459
	Iteration 21Q: 3 clusters Score -384597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -384651.281250 Penalty: 2732.470459
	Iteration 22Q: 3 clusters Score -384651.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -384701.093750 Penalty: 2732.470459
	Iteration 23Q: 3 clusters Score -384701.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -384751.750000 Penalty: 2732.470459
	Iteration 24Q: 3 clusters Score -384751.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -384804.781250 Penalty: 2732.470459
	Iteration 25Q: 3 clusters Score -384804.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -384849.656250 Penalty: 2732.470459
	Iteration 26Q: 3 clusters Score -384849.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -384874.968750 Penalty: 2732.470459
	Iteration 27Q: 3 clusters Score -384875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -384908.218750 Penalty: 2732.470459
	Iteration 28Q: 3 clusters Score -384908.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -384932.937500 Penalty: 2732.470459
	Iteration 29Q: 3 clusters Score -384932.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -384946.156250 Penalty: 2732.470459
	Iteration 30Q: 3 clusters Score -384946.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -384950.531250 Penalty: 2732.470459
	Iteration 31Q: 3 clusters Score -384950.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -384954.593750 Penalty: 2732.470459
	Iteration 32Q: 3 clusters Score -384954.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -384958.531250 Penalty: 2732.470459
	Iteration 33Q: 3 clusters Score -384958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -384962.218750 Penalty: 2732.470459
	Iteration 34Q: 3 clusters Score -384962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -384964.593750 Penalty: 2732.470459
	Iteration 35Q: 3 clusters Score -384964.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -384964.687500 Penalty: 2732.470459
	Iteration 36Q: 3 clusters Score -384964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -384965.843750 Penalty: 2732.470459
	Iteration 37Q: 3 clusters Score -384965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -384965.750000 Penalty: 2732.470459
	Iteration 38Q: 3 clusters Score -384965.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -384965.937500 Penalty: 2732.470459
	Iteration 39Q: 3 clusters Score -384965.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -384967.218750 Penalty: 2732.470459
	Iteration 40F: 3 clusters Score -384967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Entering Unmasked Estep 
Score: -167940.203125 Penalty: 1233.184814
	Iteration 0F: 2 clusters Score -167940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -165916.656250 Penalty: 2466.369629
	Iteration 0F: 3 clusters Score -165916.7 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -166468.015625 Penalty: 2466.369629
	Iteration 1F: 3 clusters Score -166468 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -166677.812500 Penalty: 2466.369629
	Iteration 2F: 3 clusters Score -166677.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -166854.453125 Penalty: 2466.369629
	Iteration 3F: 3 clusters Score -166854.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -166995.437500 Penalty: 2466.369629
	Iteration 4F: 3 clusters Score -166995.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -167067.453125 Penalty: 2466.369629
	Iteration 5Q: 3 clusters Score -167067.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -167115.968750 Penalty: 2466.369629
	Iteration 6Q: 3 clusters Score -167116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -167149.375000 Penalty: 2466.369629
	Iteration 7Q: 3 clusters Score -167149.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -167174.640625 Penalty: 2466.369629
	Iteration 8Q: 3 clusters Score -167174.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -167197.109375 Penalty: 2466.369629
	Iteration 9Q: 3 clusters Score -167197.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -167218.062500 Penalty: 2466.369629
	Iteration 10Q: 3 clusters Score -167218.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -167227.531250 Penalty: 2466.369629
	Iteration 11Q: 3 clusters Score -167227.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -167236.046875 Penalty: 2466.369629
	Iteration 12Q: 3 clusters Score -167236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -167242.359375 Penalty: 2466.369629
	Iteration 13Q: 3 clusters Score -167242.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -167245.093750 Penalty: 2466.369629
	Iteration 14Q: 3 clusters Score -167245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -167247.015625 Penalty: 2466.369629
	Iteration 15Q: 3 clusters Score -167247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -167248.328125 Penalty: 2466.369629
	Iteration 16Q: 3 clusters Score -167248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -167250.203125 Penalty: 2466.369629
	Iteration 17Q: 3 clusters Score -167250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -167254.125000 Penalty: 2466.369629
	Iteration 18Q: 3 clusters Score -167254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -167256.546875 Penalty: 2466.369629
	Iteration 19Q: 3 clusters Score -167256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -167257.937500 Penalty: 2466.369629
	Iteration 20F: 3 clusters Score -167257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -167260.078125 Penalty: 2466.369629
	Iteration 21Q: 3 clusters Score -167260.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -167261.875000 Penalty: 2466.369629
	Iteration 22Q: 3 clusters Score -167261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -167262.531250 Penalty: 2466.369629
	Iteration 23Q: 3 clusters Score -167262.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -167264.000000 Penalty: 2466.369629
	Iteration 24Q: 3 clusters Score -167264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -167267.093750 Penalty: 2466.369629
	Iteration 25Q: 3 clusters Score -167267.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -167269.390625 Penalty: 2466.369629
	Iteration 26Q: 3 clusters Score -167269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -167281.125000 Penalty: 2466.369629
	Iteration 27Q: 3 clusters Score -167281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -167293.312500 Penalty: 2466.369629
	Iteration 28Q: 3 clusters Score -167293.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -167307.281250 Penalty: 2466.369629
	Iteration 29Q: 3 clusters Score -167307.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -167317.218750 Penalty: 2466.369629
	Iteration 30Q: 3 clusters Score -167317.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -167326.656250 Penalty: 2466.369629
	Iteration 31Q: 3 clusters Score -167326.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -167334.218750 Penalty: 2466.369629
	Iteration 32Q: 3 clusters Score -167334.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -167340.515625 Penalty: 2466.369629
	Iteration 33Q: 3 clusters Score -167340.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -167348.031250 Penalty: 2466.369629
	Iteration 34Q: 3 clusters Score -167348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -167353.390625 Penalty: 2466.369629
	Iteration 35Q: 3 clusters Score -167353.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -167359.781250 Penalty: 2466.369629
	Iteration 36Q: 3 clusters Score -167359.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -167362.046875 Penalty: 2466.369629
	Iteration 37Q: 3 clusters Score -167362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167364.234375 Penalty: 2466.369629
	Iteration 38Q: 3 clusters Score -167364.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167367.906250 Penalty: 2466.369629
	Iteration 39Q: 3 clusters Score -167367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -167372.921875 Penalty: 2466.369629
	Iteration 40F: 3 clusters Score -167372.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -167379.640625 Penalty: 2466.369629
	Iteration 41Q: 3 clusters Score -167379.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -167383.296875 Penalty: 2466.369629
	Iteration 42Q: 3 clusters Score -167383.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167385.671875 Penalty: 2466.369629
	Iteration 43Q: 3 clusters Score -167385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167386.546875 Penalty: 2466.369629
	Iteration 44Q: 3 clusters Score -167386.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -167386.765625 Penalty: 2466.369629
	Iteration 45Q: 3 clusters Score -167386.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -167386.765625 Penalty: 2466.369629
	Iteration 46F: 3 clusters Score -167386.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -80605.578125 Penalty: 1115.876709
	Iteration 0F: 2 clusters Score -80605.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -79199.500000 Penalty: 2231.753418
	Iteration 0F: 3 clusters Score -79199.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79486.929688 Penalty: 2231.753418
	Iteration 1F: 3 clusters Score -79486.93 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -79605.203125 Penalty: 2231.753418
	Iteration 2F: 3 clusters Score -79605.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -79692.921875 Penalty: 2231.753418
	Iteration 3F: 3 clusters Score -79692.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79753.195312 Penalty: 2231.753418
	Iteration 4F: 3 clusters Score -79753.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79790.210938 Penalty: 2231.753418
	Iteration 5Q: 3 clusters Score -79790.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -79814.031250 Penalty: 2231.753418
	Iteration 6Q: 3 clusters Score -79814.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79836.570312 Penalty: 2231.753418
	Iteration 7Q: 3 clusters Score -79836.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79850.304688 Penalty: 2231.753418
	Iteration 8Q: 3 clusters Score -79850.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -79866.164062 Penalty: 2231.753418
	Iteration 9Q: 3 clusters Score -79866.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79888.226562 Penalty: 2231.753418
	Iteration 10Q: 3 clusters Score -79888.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79904.773438 Penalty: 2231.753418
	Iteration 11Q: 3 clusters Score -79904.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79925.148438 Penalty: 2231.753418
	Iteration 12Q: 3 clusters Score -79925.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -79938.921875 Penalty: 2231.753418
	Iteration 13Q: 3 clusters Score -79938.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -79951.734375 Penalty: 2231.753418
	Iteration 14Q: 3 clusters Score -79951.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79962.750000 Penalty: 2231.753418
	Iteration 15Q: 3 clusters Score -79962.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79974.507812 Penalty: 2231.753418
	Iteration 16Q: 3 clusters Score -79974.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -79982.117188 Penalty: 2231.753418
	Iteration 17Q: 3 clusters Score -79982.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -79988.046875 Penalty: 2231.753418
	Iteration 18Q: 3 clusters Score -79988.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -79994.007812 Penalty: 2231.753418
	Iteration 19Q: 3 clusters Score -79994.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79998.578125 Penalty: 2231.753418
	Iteration 20F: 3 clusters Score -79998.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -80009.320312 Penalty: 2231.753418
	Iteration 21Q: 3 clusters Score -80009.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -80012.992188 Penalty: 2231.753418
	Iteration 22Q: 3 clusters Score -80012.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80013.390625 Penalty: 2231.753418
	Iteration 23Q: 3 clusters Score -80013.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -80014.382812 Penalty: 2231.753418
	Iteration 24Q: 3 clusters Score -80014.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -80014.382812 Penalty: 2231.753418
	Iteration 25F: 3 clusters Score -80014.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Entering Unmasked Estep 
Score: -580713.750000 Penalty: 1423.904541
	Iteration 0F: 2 clusters Score -580713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -575895.000000 Penalty: 2847.809082
	Iteration 0F: 3 clusters Score -575895 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -577355.687500 Penalty: 2847.809082
	Iteration 1F: 3 clusters Score -577355.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -577569.562500 Penalty: 2847.809082
	Iteration 2F: 3 clusters Score -577569.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -577750.000000 Penalty: 2847.809082
	Iteration 3F: 3 clusters Score -577750 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -577886.187500 Penalty: 2847.809082
	Iteration 4Q: 3 clusters Score -577886.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -578002.250000 Penalty: 2847.809082
	Iteration 5Q: 3 clusters Score -578002.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -578116.000000 Penalty: 2847.809082
	Iteration 6Q: 3 clusters Score -578116 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -578234.250000 Penalty: 2847.809082
	Iteration 7Q: 3 clusters Score -578234.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -578328.750000 Penalty: 2847.809082
	Iteration 8Q: 3 clusters Score -578328.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -578409.062500 Penalty: 2847.809082
	Iteration 9Q: 3 clusters Score -578409.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -578482.625000 Penalty: 2847.809082
	Iteration 10Q: 3 clusters Score -578482.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -578561.312500 Penalty: 2847.809082
	Iteration 11Q: 3 clusters Score -578561.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -578651.937500 Penalty: 2847.809082
	Iteration 12Q: 3 clusters Score -578651.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -578753.187500 Penalty: 2847.809082
	Iteration 13Q: 3 clusters Score -578753.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -578843.375000 Penalty: 2847.809082
	Iteration 14Q: 3 clusters Score -578843.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -578924.000000 Penalty: 2847.809082
	Iteration 15Q: 3 clusters Score -578924 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -579001.062500 Penalty: 2847.809082
	Iteration 16Q: 3 clusters Score -579001.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -579069.812500 Penalty: 2847.809082
	Iteration 17Q: 3 clusters Score -579069.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -579127.937500 Penalty: 2847.809082
	Iteration 18Q: 3 clusters Score -579127.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -579176.125000 Penalty: 2847.809082
	Iteration 19Q: 3 clusters Score -579176.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -579225.312500 Penalty: 2847.809082
	Iteration 20F: 3 clusters Score -579225.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -579258.125000 Penalty: 2847.809082
	Iteration 21Q: 3 clusters Score -579258.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -579291.000000 Penalty: 2847.809082
	Iteration 22Q: 3 clusters Score -579291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -579321.062500 Penalty: 2847.809082
	Iteration 23Q: 3 clusters Score -579321.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -579349.625000 Penalty: 2847.809082
	Iteration 24Q: 3 clusters Score -579349.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -579376.312500 Penalty: 2847.809082
	Iteration 25Q: 3 clusters Score -579376.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -579404.125000 Penalty: 2847.809082
	Iteration 26Q: 3 clusters Score -579404.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -579429.750000 Penalty: 2847.809082
	Iteration 27Q: 3 clusters Score -579429.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -579459.750000 Penalty: 2847.809082
	Iteration 28Q: 3 clusters Score -579459.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -579502.062500 Penalty: 2847.809082
	Iteration 29Q: 3 clusters Score -579502.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -579573.187500 Penalty: 2847.809082
	Iteration 30Q: 3 clusters Score -579573.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -579656.437500 Penalty: 2847.809082
	Iteration 31Q: 3 clusters Score -579656.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -579704.250000 Penalty: 2847.809082
	Iteration 32Q: 3 clusters Score -579704.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -579726.687500 Penalty: 2847.809082
	Iteration 33Q: 3 clusters Score -579726.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -579749.125000 Penalty: 2847.809082
	Iteration 34Q: 3 clusters Score -579749.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -579775.437500 Penalty: 2847.809082
	Iteration 35Q: 3 clusters Score -579775.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -579800.687500 Penalty: 2847.809082
	Iteration 36Q: 3 clusters Score -579800.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -579826.062500 Penalty: 2847.809082
	Iteration 37Q: 3 clusters Score -579826.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -579842.625000 Penalty: 2847.809082
	Iteration 38Q: 3 clusters Score -579842.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -579856.375000 Penalty: 2847.809082
	Iteration 39Q: 3 clusters Score -579856.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -579876.437500 Penalty: 2847.809082
	Iteration 40F: 3 clusters Score -579876.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -579886.062500 Penalty: 2847.809082
	Iteration 41Q: 3 clusters Score -579886.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -579896.250000 Penalty: 2847.809082
	Iteration 42Q: 3 clusters Score -579896.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -579906.625000 Penalty: 2847.809082
	Iteration 43Q: 3 clusters Score -579906.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -579913.625000 Penalty: 2847.809082
	Iteration 44Q: 3 clusters Score -579913.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -579921.250000 Penalty: 2847.809082
	Iteration 45Q: 3 clusters Score -579921.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -579923.750000 Penalty: 2847.809082
	Iteration 46Q: 3 clusters Score -579923.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -579928.250000 Penalty: 2847.809082
	Iteration 47Q: 3 clusters Score -579928.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -579932.062500 Penalty: 2847.809082
	Iteration 48Q: 3 clusters Score -579932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -579936.062500 Penalty: 2847.809082
	Iteration 49Q: 3 clusters Score -579936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -579937.375000 Penalty: 2847.809082
	Iteration 50Q: 3 clusters Score -579937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -579939.062500 Penalty: 2847.809082
	Iteration 51Q: 3 clusters Score -579939.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -579939.687500 Penalty: 2847.809082
	Iteration 52Q: 3 clusters Score -579939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -579940.875000 Penalty: 2847.809082
	Iteration 53Q: 3 clusters Score -579940.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -579940.875000 Penalty: 2847.809082
	Iteration 54F: 3 clusters Score -579940.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Entering Unmasked Estep 
Score: -309975.468750 Penalty: 1315.038696
	Iteration 0F: 2 clusters Score -309975.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -307088.000000 Penalty: 2630.077393
	Iteration 0F: 3 clusters Score -307088 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -307789.062500 Penalty: 2630.077393
	Iteration 1F: 3 clusters Score -307789.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -307937.531250 Penalty: 2630.077393
	Iteration 2F: 3 clusters Score -307937.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -308032.937500 Penalty: 2630.077393
	Iteration 3F: 3 clusters Score -308032.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -308100.875000 Penalty: 2630.077393
	Iteration 4Q: 3 clusters Score -308100.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -308141.875000 Penalty: 2630.077393
	Iteration 5Q: 3 clusters Score -308141.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -308164.781250 Penalty: 2630.077393
	Iteration 6Q: 3 clusters Score -308164.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -308177.937500 Penalty: 2630.077393
	Iteration 7Q: 3 clusters Score -308177.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -308184.625000 Penalty: 2630.077393
	Iteration 8Q: 3 clusters Score -308184.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -308191.281250 Penalty: 2630.077393
	Iteration 9Q: 3 clusters Score -308191.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -308200.656250 Penalty: 2630.077393
	Iteration 10Q: 3 clusters Score -308200.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -308210.406250 Penalty: 2630.077393
	Iteration 11Q: 3 clusters Score -308210.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -308220.781250 Penalty: 2630.077393
	Iteration 12Q: 3 clusters Score -308220.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -308231.906250 Penalty: 2630.077393
	Iteration 13Q: 3 clusters Score -308231.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -308241.718750 Penalty: 2630.077393
	Iteration 14Q: 3 clusters Score -308241.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -308253.750000 Penalty: 2630.077393
	Iteration 15Q: 3 clusters Score -308253.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -308273.906250 Penalty: 2630.077393
	Iteration 16Q: 3 clusters Score -308273.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -308301.781250 Penalty: 2630.077393
	Iteration 17Q: 3 clusters Score -308301.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -308333.062500 Penalty: 2630.077393
	Iteration 18Q: 3 clusters Score -308333.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -308368.000000 Penalty: 2630.077393
	Iteration 19Q: 3 clusters Score -308368 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -308411.468750 Penalty: 2630.077393
	Iteration 20F: 3 clusters Score -308411.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -308456.093750 Penalty: 2630.077393
	Iteration 21Q: 3 clusters Score -308456.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -308502.718750 Penalty: 2630.077393
	Iteration 22Q: 3 clusters Score -308502.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -308554.343750 Penalty: 2630.077393
	Iteration 23Q: 3 clusters Score -308554.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -308592.843750 Penalty: 2630.077393
	Iteration 24Q: 3 clusters Score -308592.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -308630.812500 Penalty: 2630.077393
	Iteration 25Q: 3 clusters Score -308630.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -308676.187500 Penalty: 2630.077393
	Iteration 26Q: 3 clusters Score -308676.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -308721.843750 Penalty: 2630.077393
	Iteration 27Q: 3 clusters Score -308721.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -308758.187500 Penalty: 2630.077393
	Iteration 28Q: 3 clusters Score -308758.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -308781.781250 Penalty: 2630.077393
	Iteration 29Q: 3 clusters Score -308781.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -308804.531250 Penalty: 2630.077393
	Iteration 30Q: 3 clusters Score -308804.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -308817.062500 Penalty: 2630.077393
	Iteration 31Q: 3 clusters Score -308817.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -308828.000000 Penalty: 2630.077393
	Iteration 32Q: 3 clusters Score -308828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -308838.218750 Penalty: 2630.077393
	Iteration 33Q: 3 clusters Score -308838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -308841.875000 Penalty: 2630.077393
	Iteration 34Q: 3 clusters Score -308841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -308844.156250 Penalty: 2630.077393
	Iteration 35Q: 3 clusters Score -308844.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -308845.968750 Penalty: 2630.077393
	Iteration 36Q: 3 clusters Score -308846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -308850.062500 Penalty: 2630.077393
	Iteration 37Q: 3 clusters Score -308850.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -308854.468750 Penalty: 2630.077393
	Iteration 38Q: 3 clusters Score -308854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -308857.593750 Penalty: 2630.077393
	Iteration 39Q: 3 clusters Score -308857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -308858.031250 Penalty: 2630.077393
	Iteration 40F: 3 clusters Score -308858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -308858.312500 Penalty: 2630.077393
	Iteration 41Q: 3 clusters Score -308858.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -308858.312500 Penalty: 2630.077393
	Iteration 42F: 3 clusters Score -308858.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79637 members 
Entering Unmasked Estep 
Score: -7631600.000000 Penalty: 1833.850586
	Iteration 0F: 2 clusters Score -7631600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7578329.000000 Penalty: 3667.701172
	Iteration 0F: 3 clusters Score -7578329 nChanged 37854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -7600295.500000 Penalty: 3667.701172
	Iteration 1F: 3 clusters Score -7600296 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -7600981.000000 Penalty: 3667.701172
	Iteration 2Q: 3 clusters Score -7600981 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -7601783.000000 Penalty: 3667.701172
	Iteration 3Q: 3 clusters Score -7601783 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -7602590.000000 Penalty: 3667.701172
	Iteration 4Q: 3 clusters Score -7602590 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -7603570.000000 Penalty: 3667.701172
	Iteration 5Q: 3 clusters Score -7603570 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -7604954.500000 Penalty: 3667.701172
	Iteration 6Q: 3 clusters Score -7604954 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -7606985.500000 Penalty: 3667.701172
	Iteration 7Q: 3 clusters Score -7606986 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -7609910.500000 Penalty: 3667.701172
	Iteration 8F: 3 clusters Score -7609910 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57103 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -7613798.500000 Penalty: 3667.701172
	Iteration 9F: 3 clusters Score -7613798 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -7617949.000000 Penalty: 3667.701172
	Iteration 10F: 3 clusters Score -7617949 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -7621449.500000 Penalty: 3667.701172
	Iteration 11Q: 3 clusters Score -7621450 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67566 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -7623790.000000 Penalty: 3667.701172
	Iteration 12Q: 3 clusters Score -7623790 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -7625263.500000 Penalty: 3667.701172
	Iteration 13Q: 3 clusters Score -7625264 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -7626236.500000 Penalty: 3667.701172
	Iteration 14Q: 3 clusters Score -7626236 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72334 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -7626957.000000 Penalty: 3667.701172
	Iteration 15Q: 3 clusters Score -7626957 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -7627528.500000 Penalty: 3667.701172
	Iteration 16Q: 3 clusters Score -7627528 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74359 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -7628030.500000 Penalty: 3667.701172
	Iteration 17Q: 3 clusters Score -7628030 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75154 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -7628453.500000 Penalty: 3667.701172
	Iteration 18Q: 3 clusters Score -7628454 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -7628776.500000 Penalty: 3667.701172
	Iteration 19Q: 3 clusters Score -7628776 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76361 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -7629018.000000 Penalty: 3667.701172
	Iteration 20F: 3 clusters Score -7629018 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76827 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -7629256.000000 Penalty: 3667.701172
	Iteration 21Q: 3 clusters Score -7629256 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -7629422.000000 Penalty: 3667.701172
	Iteration 22Q: 3 clusters Score -7629422 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77497 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7629589.500000 Penalty: 3667.701172
	Iteration 23Q: 3 clusters Score -7629590 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7629699.000000 Penalty: 3667.701172
	Iteration 24Q: 3 clusters Score -7629699 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7629794.500000 Penalty: 3667.701172
	Iteration 25Q: 3 clusters Score -7629794 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78138 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7629865.500000 Penalty: 3667.701172
	Iteration 26Q: 3 clusters Score -7629866 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7629914.000000 Penalty: 3667.701172
	Iteration 27Q: 3 clusters Score -7629914 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7629966.500000 Penalty: 3667.701172
	Iteration 28Q: 3 clusters Score -7629966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78470 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7629993.500000 Penalty: 3667.701172
	Iteration 29Q: 3 clusters Score -7629994 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78538 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7630027.500000 Penalty: 3667.701172
	Iteration 30Q: 3 clusters Score -7630028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78585 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7630046.000000 Penalty: 3667.701172
	Iteration 31Q: 3 clusters Score -7630046 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78632 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7630063.500000 Penalty: 3667.701172
	Iteration 32Q: 3 clusters Score -7630064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78673 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7630086.500000 Penalty: 3667.701172
	Iteration 33Q: 3 clusters Score -7630086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7630107.000000 Penalty: 3667.701172
	Iteration 34Q: 3 clusters Score -7630107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7630108.000000 Penalty: 3667.701172
	Iteration 35Q: 3 clusters Score -7630108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7630126.000000 Penalty: 3667.701172
	Iteration 36Q: 3 clusters Score -7630126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78762 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7630128.500000 Penalty: 3667.701172
	Iteration 37Q: 3 clusters Score -7630128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7630136.000000 Penalty: 3667.701172
	Iteration 38Q: 3 clusters Score -7630136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78781 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7630142.000000 Penalty: 3667.701172
	Iteration 39Q: 3 clusters Score -7630142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78788 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7630144.000000 Penalty: 3667.701172
	Iteration 40F: 3 clusters Score -7630144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7630147.500000 Penalty: 3667.701172
	Iteration 41Q: 3 clusters Score -7630148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78806 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7630142.500000 Penalty: 3667.701172
	Iteration 42Q: 3 clusters Score -7630142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78810 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7630144.000000 Penalty: 3667.701172
	Iteration 43Q: 3 clusters Score -7630144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7630142.500000 Penalty: 3667.701172
	Iteration 44Q: 3 clusters Score -7630142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7630145.000000 Penalty: 3667.701172
	Iteration 45Q: 3 clusters Score -7630145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78828 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7630141.500000 Penalty: 3667.701172
	Iteration 46Q: 3 clusters Score -7630142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7630148.500000 Penalty: 3667.701172
	Iteration 47Q: 3 clusters Score -7630148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7630158.500000 Penalty: 3667.701172
	Iteration 48Q: 3 clusters Score -7630158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78857 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7630160.000000 Penalty: 3667.701172
	Iteration 49Q: 3 clusters Score -7630160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78863 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7630158.500000 Penalty: 3667.701172
	Iteration 50Q: 3 clusters Score -7630158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78866 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7630165.000000 Penalty: 3667.701172
	Iteration 51Q: 3 clusters Score -7630165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7630171.000000 Penalty: 3667.701172
	Iteration 52Q: 3 clusters Score -7630171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78869 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7630169.500000 Penalty: 3667.701172
	Iteration 53Q: 3 clusters Score -7630170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7630172.000000 Penalty: 3667.701172
	Iteration 54Q: 3 clusters Score -7630172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78874 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7630171.000000 Penalty: 3667.701172
	Iteration 55Q: 3 clusters Score -7630171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78876 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7630175.500000 Penalty: 3667.701172
	Iteration 56Q: 3 clusters Score -7630176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7630174.500000 Penalty: 3667.701172
	Iteration 57Q: 3 clusters Score -7630174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7630178.000000 Penalty: 3667.701172
	Iteration 58Q: 3 clusters Score -7630178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78879 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7630178.000000 Penalty: 3667.701172
	Iteration 59F: 3 clusters Score -7630178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150663 members 
Entering Unmasked Estep 
Score: -14295397.000000 Penalty: 1937.455200
	Iteration 0F: 2 clusters Score -1.42954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -14195152.000000 Penalty: 3874.910400
	Iteration 0F: 3 clusters Score -1.419515e+07 nChanged 72720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 73714 members 
Entering Unmasked Estep 
Score: -14238260.000000 Penalty: 3874.910400
	Iteration 1F: 3 clusters Score -1.423826e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78855 members 
Mstep: Class 2 contains 71808 members 
Entering Unmasked Estep 
Score: -14239851.000000 Penalty: 3874.910400
	Iteration 2Q: 3 clusters Score -1.423985e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81946 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -14242293.000000 Penalty: 3874.910400
	Iteration 3Q: 3 clusters Score -1.424229e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86444 members 
Mstep: Class 2 contains 64219 members 
Entering Unmasked Estep 
Score: -14245826.000000 Penalty: 3874.910400
	Iteration 4F: 3 clusters Score -1.424583e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92337 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -14250630.000000 Penalty: 3874.910400
	Iteration 5F: 3 clusters Score -1.425063e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99395 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -14256367.000000 Penalty: 3874.910400
	Iteration 6F: 3 clusters Score -1.425637e+07 nChanged 10028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107077 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -14262264.000000 Penalty: 3874.910400
	Iteration 7F: 3 clusters Score -1.426226e+07 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114744 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -14267500.000000 Penalty: 3874.910400
	Iteration 8F: 3 clusters Score -1.42675e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121971 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -14271962.000000 Penalty: 3874.910400
	Iteration 9F: 3 clusters Score -1.427196e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128746 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -14276271.000000 Penalty: 3874.910400
	Iteration 10Q: 3 clusters Score -1.427627e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135144 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -14280869.000000 Penalty: 3874.910400
	Iteration 11Q: 3 clusters Score -1.428087e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140809 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -14285330.000000 Penalty: 3874.910400
	Iteration 12Q: 3 clusters Score -1.428533e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145332 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -14289296.000000 Penalty: 3874.910400
	Iteration 13Q: 3 clusters Score -1.42893e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148079 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -14291711.000000 Penalty: 3874.910400
	Iteration 14Q: 3 clusters Score -1.429171e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149395 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -14292799.000000 Penalty: 3874.910400
	Iteration 15Q: 3 clusters Score -1.42928e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149953 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -14293362.000000 Penalty: 3874.910400
	Iteration 16Q: 3 clusters Score -1.429336e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150141 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14293556.000000 Penalty: 3874.910400
	Iteration 17Q: 3 clusters Score -1.429356e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150219 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -14293663.000000 Penalty: 3874.910400
	Iteration 18Q: 3 clusters Score -1.429366e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150254 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -14293708.000000 Penalty: 3874.910400
	Iteration 19Q: 3 clusters Score -1.429371e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150278 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -14293726.000000 Penalty: 3874.910400
	Iteration 20F: 3 clusters Score -1.429373e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150305 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -14293760.000000 Penalty: 3874.910400
	Iteration 21Q: 3 clusters Score -1.429376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150307 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -14293765.000000 Penalty: 3874.910400
	Iteration 22Q: 3 clusters Score -1.429376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150306 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -14293767.000000 Penalty: 3874.910400
	Iteration 23Q: 3 clusters Score -1.429377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14293777.000000 Penalty: 3874.910400
	Iteration 24Q: 3 clusters Score -1.429378e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -14293784.000000 Penalty: 3874.910400
	Iteration 25Q: 3 clusters Score -1.429378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14293783.000000 Penalty: 3874.910400
	Iteration 26Q: 3 clusters Score -1.429378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150314 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14293790.000000 Penalty: 3874.910400
	Iteration 27Q: 3 clusters Score -1.429379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150312 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14293797.000000 Penalty: 3874.910400
	Iteration 28Q: 3 clusters Score -1.42938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150315 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14293812.000000 Penalty: 3874.910400
	Iteration 29Q: 3 clusters Score -1.429381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -14293813.000000 Penalty: 3874.910400
	Iteration 30Q: 3 clusters Score -1.429381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150319 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14293810.000000 Penalty: 3874.910400
	Iteration 31Q: 3 clusters Score -1.429381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150321 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -14293814.000000 Penalty: 3874.910400
	Iteration 32Q: 3 clusters Score -1.429381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150320 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14293823.000000 Penalty: 3874.910400
	Iteration 33Q: 3 clusters Score -1.429382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150320 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14293828.000000 Penalty: 3874.910400
	Iteration 34Q: 3 clusters Score -1.429383e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150321 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -14293833.000000 Penalty: 3874.910400
	Iteration 35Q: 3 clusters Score -1.429383e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -14293845.000000 Penalty: 3874.910400
	Iteration 36Q: 3 clusters Score -1.429384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14293859.000000 Penalty: 3874.910400
	Iteration 37Q: 3 clusters Score -1.429386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150331 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14293855.000000 Penalty: 3874.910400
	Iteration 38Q: 3 clusters Score -1.429386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150331 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14293860.000000 Penalty: 3874.910400
	Iteration 39Q: 3 clusters Score -1.429386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150332 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14293866.000000 Penalty: 3874.910400
	Iteration 40F: 3 clusters Score -1.429387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150332 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14293875.000000 Penalty: 3874.910400
	Iteration 41Q: 3 clusters Score -1.429388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150331 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -14293875.000000 Penalty: 3874.910400
	Iteration 42Q: 3 clusters Score -1.429388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150330 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -14293874.000000 Penalty: 3874.910400
	Iteration 43Q: 3 clusters Score -1.429387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150329 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -14293877.000000 Penalty: 3874.910400
	Iteration 44Q: 3 clusters Score -1.429388e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14293875.000000 Penalty: 3874.910400
	Iteration 45Q: 3 clusters Score -1.429388e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -14293875.000000 Penalty: 3874.910400
	Iteration 46F: 3 clusters Score -1.429388e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Entering Unmasked Estep 
Score: -803654.437500 Penalty: 1482.351807
	Iteration 0F: 2 clusters Score -803654.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -796986.312500 Penalty: 2964.703613
	Iteration 0F: 3 clusters Score -796986.3 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -799408.812500 Penalty: 2964.703613
	Iteration 1F: 3 clusters Score -799408.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -800140.500000 Penalty: 2964.703613
	Iteration 2F: 3 clusters Score -800140.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -800893.312500 Penalty: 2964.703613
	Iteration 3F: 3 clusters Score -800893.3 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -801599.562500 Penalty: 2964.703613
	Iteration 4F: 3 clusters Score -801599.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -802145.500000 Penalty: 2964.703613
	Iteration 5F: 3 clusters Score -802145.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -802488.062500 Penalty: 2964.703613
	Iteration 6F: 3 clusters Score -802488.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -802679.875000 Penalty: 2964.703613
	Iteration 7Q: 3 clusters Score -802679.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -802800.187500 Penalty: 2964.703613
	Iteration 8Q: 3 clusters Score -802800.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -802873.062500 Penalty: 2964.703613
	Iteration 9Q: 3 clusters Score -802873.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -802922.312500 Penalty: 2964.703613
	Iteration 10Q: 3 clusters Score -802922.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -802967.000000 Penalty: 2964.703613
	Iteration 11Q: 3 clusters Score -802967 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -803005.312500 Penalty: 2964.703613
	Iteration 12Q: 3 clusters Score -803005.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -803057.500000 Penalty: 2964.703613
	Iteration 13Q: 3 clusters Score -803057.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -803140.250000 Penalty: 2964.703613
	Iteration 14Q: 3 clusters Score -803140.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -803241.750000 Penalty: 2964.703613
	Iteration 15Q: 3 clusters Score -803241.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -803350.187500 Penalty: 2964.703613
	Iteration 16Q: 3 clusters Score -803350.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -803441.125000 Penalty: 2964.703613
	Iteration 17Q: 3 clusters Score -803441.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -803498.125000 Penalty: 2964.703613
	Iteration 18Q: 3 clusters Score -803498.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -803548.062500 Penalty: 2964.703613
	Iteration 19Q: 3 clusters Score -803548.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -803581.125000 Penalty: 2964.703613
	Iteration 20F: 3 clusters Score -803581.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -803598.250000 Penalty: 2964.703613
	Iteration 21Q: 3 clusters Score -803598.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -803617.250000 Penalty: 2964.703613
	Iteration 22Q: 3 clusters Score -803617.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -803632.625000 Penalty: 2964.703613
	Iteration 23Q: 3 clusters Score -803632.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -803643.437500 Penalty: 2964.703613
	Iteration 24Q: 3 clusters Score -803643.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -803652.187500 Penalty: 2964.703613
	Iteration 25Q: 3 clusters Score -803652.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -803655.000000 Penalty: 2964.703613
	Iteration 26Q: 3 clusters Score -803655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -803659.812500 Penalty: 2964.703613
	Iteration 27Q: 3 clusters Score -803659.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -803661.125000 Penalty: 2964.703613
	Iteration 28Q: 3 clusters Score -803661.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -803665.875000 Penalty: 2964.703613
	Iteration 29Q: 3 clusters Score -803665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -803666.312500 Penalty: 2964.703613
	Iteration 30Q: 3 clusters Score -803666.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -803668.000000 Penalty: 2964.703613
	Iteration 31Q: 3 clusters Score -803668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -803667.937500 Penalty: 2964.703613
	Iteration 32Q: 3 clusters Score -803667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -803668.750000 Penalty: 2964.703613
	Iteration 33Q: 3 clusters Score -803668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -803668.812500 Penalty: 2964.703613
	Iteration 34Q: 3 clusters Score -803668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -803669.500000 Penalty: 2964.703613
	Iteration 35Q: 3 clusters Score -803669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -803671.375000 Penalty: 2964.703613
	Iteration 36Q: 3 clusters Score -803671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -803671.000000 Penalty: 2964.703613
	Iteration 37Q: 3 clusters Score -803671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -803671.000000 Penalty: 2964.703613
	Iteration 38F: 3 clusters Score -803671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 108756 members 
Mstep: Class 3 contains 6870 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 102398 members 
Mstep: Class 7 contains 25442 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79637 members 
Mstep: Class 14 contains 150663 members 
Mstep: Class 15 contains 6712 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22457 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
Score: -52387692.000000 Penalty: 47366.093750
Splitting cluster 15 changes total score from -52388236.000000 to -52387692.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -260872.531250 Penalty: 1290.055420
	Iteration 0F: 2 clusters Score -260872.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -258271.218750 Penalty: 2580.110840
	Iteration 0F: 3 clusters Score -258271.2 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -258913.156250 Penalty: 2580.110840
	Iteration 1F: 3 clusters Score -258913.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -259082.703125 Penalty: 2580.110840
	Iteration 2F: 3 clusters Score -259082.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -259211.562500 Penalty: 2580.110840
	Iteration 3F: 3 clusters Score -259211.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -259300.546875 Penalty: 2580.110840
	Iteration 4Q: 3 clusters Score -259300.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -259373.796875 Penalty: 2580.110840
	Iteration 5Q: 3 clusters Score -259373.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -259432.109375 Penalty: 2580.110840
	Iteration 6Q: 3 clusters Score -259432.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -259484.312500 Penalty: 2580.110840
	Iteration 7Q: 3 clusters Score -259484.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -259517.921875 Penalty: 2580.110840
	Iteration 8Q: 3 clusters Score -259517.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -259546.515625 Penalty: 2580.110840
	Iteration 9Q: 3 clusters Score -259546.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -259569.453125 Penalty: 2580.110840
	Iteration 10Q: 3 clusters Score -259569.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -259593.421875 Penalty: 2580.110840
	Iteration 11Q: 3 clusters Score -259593.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -259618.796875 Penalty: 2580.110840
	Iteration 12Q: 3 clusters Score -259618.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -259652.890625 Penalty: 2580.110840
	Iteration 13Q: 3 clusters Score -259652.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -259682.296875 Penalty: 2580.110840
	Iteration 14Q: 3 clusters Score -259682.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -259722.593750 Penalty: 2580.110840
	Iteration 15Q: 3 clusters Score -259722.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -259767.906250 Penalty: 2580.110840
	Iteration 16Q: 3 clusters Score -259767.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -259808.281250 Penalty: 2580.110840
	Iteration 17Q: 3 clusters Score -259808.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -259849.656250 Penalty: 2580.110840
	Iteration 18Q: 3 clusters Score -259849.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -259884.296875 Penalty: 2580.110840
	Iteration 19Q: 3 clusters Score -259884.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -259906.843750 Penalty: 2580.110840
	Iteration 20F: 3 clusters Score -259906.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -259930.609375 Penalty: 2580.110840
	Iteration 21Q: 3 clusters Score -259930.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -259946.296875 Penalty: 2580.110840
	Iteration 22Q: 3 clusters Score -259946.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -259954.671875 Penalty: 2580.110840
	Iteration 23Q: 3 clusters Score -259954.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -259963.906250 Penalty: 2580.110840
	Iteration 24Q: 3 clusters Score -259963.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -259974.203125 Penalty: 2580.110840
	Iteration 25Q: 3 clusters Score -259974.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -259985.515625 Penalty: 2580.110840
	Iteration 26Q: 3 clusters Score -259985.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -259993.671875 Penalty: 2580.110840
	Iteration 27Q: 3 clusters Score -259993.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -259998.156250 Penalty: 2580.110840
	Iteration 28Q: 3 clusters Score -259998.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -260002.968750 Penalty: 2580.110840
	Iteration 29Q: 3 clusters Score -260003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -260007.062500 Penalty: 2580.110840
	Iteration 30Q: 3 clusters Score -260007.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -260012.703125 Penalty: 2580.110840
	Iteration 31Q: 3 clusters Score -260012.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -260020.453125 Penalty: 2580.110840
	Iteration 32Q: 3 clusters Score -260020.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -260025.109375 Penalty: 2580.110840
	Iteration 33Q: 3 clusters Score -260025.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -260031.640625 Penalty: 2580.110840
	Iteration 34Q: 3 clusters Score -260031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -260037.859375 Penalty: 2580.110840
	Iteration 35Q: 3 clusters Score -260037.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -260044.609375 Penalty: 2580.110840
	Iteration 36Q: 3 clusters Score -260044.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -260049.093750 Penalty: 2580.110840
	Iteration 37Q: 3 clusters Score -260049.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -260053.250000 Penalty: 2580.110840
	Iteration 38Q: 3 clusters Score -260053.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -260055.687500 Penalty: 2580.110840
	Iteration 39Q: 3 clusters Score -260055.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -260058.140625 Penalty: 2580.110840
	Iteration 40F: 3 clusters Score -260058.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -260060.093750 Penalty: 2580.110840
	Iteration 41Q: 3 clusters Score -260060.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -260063.968750 Penalty: 2580.110840
	Iteration 42Q: 3 clusters Score -260064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -260067.703125 Penalty: 2580.110840
	Iteration 43Q: 3 clusters Score -260067.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -260070.984375 Penalty: 2580.110840
	Iteration 44Q: 3 clusters Score -260071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -260073.734375 Penalty: 2580.110840
	Iteration 45Q: 3 clusters Score -260073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -260077.171875 Penalty: 2580.110840
	Iteration 46Q: 3 clusters Score -260077.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -260078.593750 Penalty: 2580.110840
	Iteration 47Q: 3 clusters Score -260078.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -260078.906250 Penalty: 2580.110840
	Iteration 48Q: 3 clusters Score -260078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -260079.109375 Penalty: 2580.110840
	Iteration 49Q: 3 clusters Score -260079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -260079.312500 Penalty: 2580.110840
	Iteration 50Q: 3 clusters Score -260079.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -260079.312500 Penalty: 2580.110840
	Iteration 51F: 3 clusters Score -260079.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Entering Unmasked Estep 
Score: -735098.000000 Penalty: 1452.297974
	Iteration 0F: 2 clusters Score -735098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -729440.625000 Penalty: 2904.595947
	Iteration 0F: 3 clusters Score -729440.6 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -731096.187500 Penalty: 2904.595947
	Iteration 1F: 3 clusters Score -731096.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -731337.500000 Penalty: 2904.595947
	Iteration 2F: 3 clusters Score -731337.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -731505.437500 Penalty: 2904.595947
	Iteration 3F: 3 clusters Score -731505.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -731639.625000 Penalty: 2904.595947
	Iteration 4Q: 3 clusters Score -731639.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -731758.875000 Penalty: 2904.595947
	Iteration 5Q: 3 clusters Score -731758.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -731873.312500 Penalty: 2904.595947
	Iteration 6Q: 3 clusters Score -731873.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -731995.500000 Penalty: 2904.595947
	Iteration 7Q: 3 clusters Score -731995.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -732119.875000 Penalty: 2904.595947
	Iteration 8Q: 3 clusters Score -732119.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -732256.375000 Penalty: 2904.595947
	Iteration 9Q: 3 clusters Score -732256.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -732440.562500 Penalty: 2904.595947
	Iteration 10Q: 3 clusters Score -732440.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -732646.187500 Penalty: 2904.595947
	Iteration 11Q: 3 clusters Score -732646.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -732848.562500 Penalty: 2904.595947
	Iteration 12Q: 3 clusters Score -732848.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -733076.000000 Penalty: 2904.595947
	Iteration 13Q: 3 clusters Score -733076 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -733270.125000 Penalty: 2904.595947
	Iteration 14Q: 3 clusters Score -733270.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -733425.500000 Penalty: 2904.595947
	Iteration 15Q: 3 clusters Score -733425.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -733530.500000 Penalty: 2904.595947
	Iteration 16Q: 3 clusters Score -733530.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -733603.375000 Penalty: 2904.595947
	Iteration 17Q: 3 clusters Score -733603.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -733666.687500 Penalty: 2904.595947
	Iteration 18Q: 3 clusters Score -733666.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -733705.937500 Penalty: 2904.595947
	Iteration 19Q: 3 clusters Score -733705.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -733728.187500 Penalty: 2904.595947
	Iteration 20F: 3 clusters Score -733728.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -733743.437500 Penalty: 2904.595947
	Iteration 21Q: 3 clusters Score -733743.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -733766.500000 Penalty: 2904.595947
	Iteration 22Q: 3 clusters Score -733766.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -733787.125000 Penalty: 2904.595947
	Iteration 23Q: 3 clusters Score -733787.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -733799.937500 Penalty: 2904.595947
	Iteration 24Q: 3 clusters Score -733799.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -733809.687500 Penalty: 2904.595947
	Iteration 25Q: 3 clusters Score -733809.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -733827.312500 Penalty: 2904.595947
	Iteration 26Q: 3 clusters Score -733827.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -733834.937500 Penalty: 2904.595947
	Iteration 27Q: 3 clusters Score -733834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -733842.125000 Penalty: 2904.595947
	Iteration 28Q: 3 clusters Score -733842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -733847.312500 Penalty: 2904.595947
	Iteration 29Q: 3 clusters Score -733847.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -733851.375000 Penalty: 2904.595947
	Iteration 30Q: 3 clusters Score -733851.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -733859.437500 Penalty: 2904.595947
	Iteration 31Q: 3 clusters Score -733859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -733861.312500 Penalty: 2904.595947
	Iteration 32Q: 3 clusters Score -733861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -733865.312500 Penalty: 2904.595947
	Iteration 33Q: 3 clusters Score -733865.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -733866.375000 Penalty: 2904.595947
	Iteration 34Q: 3 clusters Score -733866.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -733866.312500 Penalty: 2904.595947
	Iteration 35Q: 3 clusters Score -733866.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -733867.375000 Penalty: 2904.595947
	Iteration 36Q: 3 clusters Score -733867.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -733870.312500 Penalty: 2904.595947
	Iteration 37Q: 3 clusters Score -733870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -733873.375000 Penalty: 2904.595947
	Iteration 38Q: 3 clusters Score -733873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -733873.687500 Penalty: 2904.595947
	Iteration 39Q: 3 clusters Score -733873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -733874.937500 Penalty: 2904.595947
	Iteration 40F: 3 clusters Score -733874.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Entering Unmasked Estep 
Score: -344544.781250 Penalty: 1340.556030
	Iteration 0F: 2 clusters Score -344544.8 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 1903 members 
Entering Unmasked Estep 
Score: -341298.375000 Penalty: 2681.112061
	Iteration 0F: 3 clusters Score -341298.4 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -342212.781250 Penalty: 2681.112061
	Iteration 1F: 3 clusters Score -342212.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -342407.625000 Penalty: 2681.112061
	Iteration 2F: 3 clusters Score -342407.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -342536.593750 Penalty: 2681.112061
	Iteration 3F: 3 clusters Score -342536.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -342636.031250 Penalty: 2681.112061
	Iteration 4Q: 3 clusters Score -342636 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -342719.625000 Penalty: 2681.112061
	Iteration 5Q: 3 clusters Score -342719.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -342805.593750 Penalty: 2681.112061
	Iteration 6Q: 3 clusters Score -342805.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -342880.562500 Penalty: 2681.112061
	Iteration 7Q: 3 clusters Score -342880.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -342960.500000 Penalty: 2681.112061
	Iteration 8Q: 3 clusters Score -342960.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -343028.156250 Penalty: 2681.112061
	Iteration 9Q: 3 clusters Score -343028.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -343107.093750 Penalty: 2681.112061
	Iteration 10Q: 3 clusters Score -343107.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -343176.625000 Penalty: 2681.112061
	Iteration 11Q: 3 clusters Score -343176.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -343228.687500 Penalty: 2681.112061
	Iteration 12Q: 3 clusters Score -343228.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -343267.562500 Penalty: 2681.112061
	Iteration 13Q: 3 clusters Score -343267.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -343300.062500 Penalty: 2681.112061
	Iteration 14Q: 3 clusters Score -343300.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -343325.062500 Penalty: 2681.112061
	Iteration 15Q: 3 clusters Score -343325.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -343348.156250 Penalty: 2681.112061
	Iteration 16Q: 3 clusters Score -343348.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -343374.593750 Penalty: 2681.112061
	Iteration 17Q: 3 clusters Score -343374.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -343388.625000 Penalty: 2681.112061
	Iteration 18Q: 3 clusters Score -343388.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -343405.375000 Penalty: 2681.112061
	Iteration 19Q: 3 clusters Score -343405.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -343419.312500 Penalty: 2681.112061
	Iteration 20F: 3 clusters Score -343419.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -343427.906250 Penalty: 2681.112061
	Iteration 21Q: 3 clusters Score -343427.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -343433.156250 Penalty: 2681.112061
	Iteration 22Q: 3 clusters Score -343433.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -343434.406250 Penalty: 2681.112061
	Iteration 23Q: 3 clusters Score -343434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -343435.375000 Penalty: 2681.112061
	Iteration 24Q: 3 clusters Score -343435.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -343437.281250 Penalty: 2681.112061
	Iteration 25Q: 3 clusters Score -343437.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -343438.062500 Penalty: 2681.112061
	Iteration 26Q: 3 clusters Score -343438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -343437.625000 Penalty: 2681.112061
	Iteration 27Q: 3 clusters Score -343437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -343438.437500 Penalty: 2681.112061
	Iteration 28Q: 3 clusters Score -343438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -343438.312500 Penalty: 2681.112061
	Iteration 29Q: 3 clusters Score -343438.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -343438.312500 Penalty: 2681.112061
	Iteration 30F: 3 clusters Score -343438.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Entering Unmasked Estep 
Score: -951013.687500 Penalty: 1502.019165
	Iteration 0F: 2 clusters Score -951013.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -943560.812500 Penalty: 3004.038330
	Iteration 0F: 3 clusters Score -943560.8 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -945936.375000 Penalty: 3004.038330
	Iteration 1F: 3 clusters Score -945936.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -946270.500000 Penalty: 3004.038330
	Iteration 2F: 3 clusters Score -946270.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -946619.375000 Penalty: 3004.038330
	Iteration 3F: 3 clusters Score -946619.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -947017.500000 Penalty: 3004.038330
	Iteration 4F: 3 clusters Score -947017.5 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -947480.562500 Penalty: 3004.038330
	Iteration 5F: 3 clusters Score -947480.6 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -948029.312500 Penalty: 3004.038330
	Iteration 6F: 3 clusters Score -948029.3 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -948579.937500 Penalty: 3004.038330
	Iteration 7F: 3 clusters Score -948579.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -948977.562500 Penalty: 3004.038330
	Iteration 8Q: 3 clusters Score -948977.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -949305.125000 Penalty: 3004.038330
	Iteration 9Q: 3 clusters Score -949305.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -949579.625000 Penalty: 3004.038330
	Iteration 10Q: 3 clusters Score -949579.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -949898.875000 Penalty: 3004.038330
	Iteration 11Q: 3 clusters Score -949898.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -950056.500000 Penalty: 3004.038330
	Iteration 12Q: 3 clusters Score -950056.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -950108.125000 Penalty: 3004.038330
	Iteration 13Q: 3 clusters Score -950108.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -950123.750000 Penalty: 3004.038330
	Iteration 14Q: 3 clusters Score -950123.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -950132.250000 Penalty: 3004.038330
	Iteration 15Q: 3 clusters Score -950132.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -950135.500000 Penalty: 3004.038330
	Iteration 16Q: 3 clusters Score -950135.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -950140.062500 Penalty: 3004.038330
	Iteration 17Q: 3 clusters Score -950140.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -950143.750000 Penalty: 3004.038330
	Iteration 18Q: 3 clusters Score -950143.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -950144.812500 Penalty: 3004.038330
	Iteration 19Q: 3 clusters Score -950144.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -950147.250000 Penalty: 3004.038330
	Iteration 20F: 3 clusters Score -950147.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -950147.875000 Penalty: 3004.038330
	Iteration 21Q: 3 clusters Score -950147.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -950150.125000 Penalty: 3004.038330
	Iteration 22Q: 3 clusters Score -950150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -950150.500000 Penalty: 3004.038330
	Iteration 23Q: 3 clusters Score -950150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -950151.937500 Penalty: 3004.038330
	Iteration 24Q: 3 clusters Score -950151.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -950151.937500 Penalty: 3004.038330
	Iteration 25F: 3 clusters Score -950151.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Entering Unmasked Estep 
Score: -2169063.000000 Penalty: 1628.145630
	Iteration 0F: 2 clusters Score -2169063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2153901.250000 Penalty: 3256.291260
	Iteration 0F: 3 clusters Score -2153901 nChanged 10159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2159590.250000 Penalty: 3256.291260
	Iteration 1F: 3 clusters Score -2159590 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2160115.500000 Penalty: 3256.291260
	Iteration 2F: 3 clusters Score -2160116 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2160703.250000 Penalty: 3256.291260
	Iteration 3F: 3 clusters Score -2160703 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2161313.000000 Penalty: 3256.291260
	Iteration 4F: 3 clusters Score -2161313 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2161936.750000 Penalty: 3256.291260
	Iteration 5F: 3 clusters Score -2161937 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2162455.750000 Penalty: 3256.291260
	Iteration 6F: 3 clusters Score -2162456 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2162888.000000 Penalty: 3256.291260
	Iteration 7Q: 3 clusters Score -2162888 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2163246.500000 Penalty: 3256.291260
	Iteration 8Q: 3 clusters Score -2163246 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2163580.750000 Penalty: 3256.291260
	Iteration 9Q: 3 clusters Score -2163581 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2163895.750000 Penalty: 3256.291260
	Iteration 10Q: 3 clusters Score -2163896 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2164178.750000 Penalty: 3256.291260
	Iteration 11Q: 3 clusters Score -2164179 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2164443.500000 Penalty: 3256.291260
	Iteration 12Q: 3 clusters Score -2164444 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2164712.250000 Penalty: 3256.291260
	Iteration 13Q: 3 clusters Score -2164712 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2165016.500000 Penalty: 3256.291260
	Iteration 14Q: 3 clusters Score -2165016 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2165353.500000 Penalty: 3256.291260
	Iteration 15Q: 3 clusters Score -2165354 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -2165739.250000 Penalty: 3256.291260
	Iteration 16Q: 3 clusters Score -2165739 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2166161.750000 Penalty: 3256.291260
	Iteration 17Q: 3 clusters Score -2166162 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2166579.750000 Penalty: 3256.291260
	Iteration 18Q: 3 clusters Score -2166580 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2166971.500000 Penalty: 3256.291260
	Iteration 19Q: 3 clusters Score -2166972 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2167277.500000 Penalty: 3256.291260
	Iteration 20F: 3 clusters Score -2167278 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2167444.500000 Penalty: 3256.291260
	Iteration 21Q: 3 clusters Score -2167444 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2167562.250000 Penalty: 3256.291260
	Iteration 22Q: 3 clusters Score -2167562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2167625.500000 Penalty: 3256.291260
	Iteration 23Q: 3 clusters Score -2167626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2167673.500000 Penalty: 3256.291260
	Iteration 24Q: 3 clusters Score -2167674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2167708.250000 Penalty: 3256.291260
	Iteration 25Q: 3 clusters Score -2167708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2167725.000000 Penalty: 3256.291260
	Iteration 26Q: 3 clusters Score -2167725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2167734.000000 Penalty: 3256.291260
	Iteration 27Q: 3 clusters Score -2167734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2167743.500000 Penalty: 3256.291260
	Iteration 28Q: 3 clusters Score -2167744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2167758.000000 Penalty: 3256.291260
	Iteration 29Q: 3 clusters Score -2167758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2167765.000000 Penalty: 3256.291260
	Iteration 30Q: 3 clusters Score -2167765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2167765.250000 Penalty: 3256.291260
	Iteration 31Q: 3 clusters Score -2167765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2167764.750000 Penalty: 3256.291260
	Iteration 32Q: 3 clusters Score -2167765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2167764.250000 Penalty: 3256.291260
	Iteration 33Q: 3 clusters Score -2167764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2167766.250000 Penalty: 3256.291260
	Iteration 34Q: 3 clusters Score -2167766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2167769.500000 Penalty: 3256.291260
	Iteration 35Q: 3 clusters Score -2167770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2167770.250000 Penalty: 3256.291260
	Iteration 36Q: 3 clusters Score -2167770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2167771.500000 Penalty: 3256.291260
	Iteration 37Q: 3 clusters Score -2167772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2167772.500000 Penalty: 3256.291260
	Iteration 38Q: 3 clusters Score -2167772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2167773.250000 Penalty: 3256.291260
	Iteration 39Q: 3 clusters Score -2167773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2167772.250000 Penalty: 3256.291260
	Iteration 40F: 3 clusters Score -2167772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Entering Unmasked Estep 
Score: -550036.625000 Penalty: 1408.414185
	Iteration 0F: 2 clusters Score -550036.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -545591.437500 Penalty: 2816.828369
	Iteration 0F: 3 clusters Score -545591.4 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -546862.687500 Penalty: 2816.828369
	Iteration 1F: 3 clusters Score -546862.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -547101.562500 Penalty: 2816.828369
	Iteration 2F: 3 clusters Score -547101.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -547309.375000 Penalty: 2816.828369
	Iteration 3F: 3 clusters Score -547309.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -547532.187500 Penalty: 2816.828369
	Iteration 4F: 3 clusters Score -547532.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -547757.125000 Penalty: 2816.828369
	Iteration 5F: 3 clusters Score -547757.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -547997.437500 Penalty: 2816.828369
	Iteration 6F: 3 clusters Score -547997.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -548231.500000 Penalty: 2816.828369
	Iteration 7F: 3 clusters Score -548231.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -548433.125000 Penalty: 2816.828369
	Iteration 8Q: 3 clusters Score -548433.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -548608.250000 Penalty: 2816.828369
	Iteration 9Q: 3 clusters Score -548608.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -548753.250000 Penalty: 2816.828369
	Iteration 10Q: 3 clusters Score -548753.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -548847.312500 Penalty: 2816.828369
	Iteration 11Q: 3 clusters Score -548847.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -548898.187500 Penalty: 2816.828369
	Iteration 12Q: 3 clusters Score -548898.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -548928.000000 Penalty: 2816.828369
	Iteration 13Q: 3 clusters Score -548928 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -548959.000000 Penalty: 2816.828369
	Iteration 14Q: 3 clusters Score -548959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -548979.062500 Penalty: 2816.828369
	Iteration 15Q: 3 clusters Score -548979.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -548989.312500 Penalty: 2816.828369
	Iteration 16Q: 3 clusters Score -548989.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -549002.562500 Penalty: 2816.828369
	Iteration 17Q: 3 clusters Score -549002.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -549011.500000 Penalty: 2816.828369
	Iteration 18Q: 3 clusters Score -549011.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -549017.000000 Penalty: 2816.828369
	Iteration 19Q: 3 clusters Score -549017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -549024.812500 Penalty: 2816.828369
	Iteration 20F: 3 clusters Score -549024.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -549032.375000 Penalty: 2816.828369
	Iteration 21Q: 3 clusters Score -549032.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -549036.625000 Penalty: 2816.828369
	Iteration 22Q: 3 clusters Score -549036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -549039.000000 Penalty: 2816.828369
	Iteration 23Q: 3 clusters Score -549039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -549040.562500 Penalty: 2816.828369
	Iteration 24Q: 3 clusters Score -549040.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -549040.937500 Penalty: 2816.828369
	Iteration 25Q: 3 clusters Score -549040.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -549041.062500 Penalty: 2816.828369
	Iteration 26Q: 3 clusters Score -549041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -549041.125000 Penalty: 2816.828369
	Iteration 27Q: 3 clusters Score -549041.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -549042.375000 Penalty: 2816.828369
	Iteration 28Q: 3 clusters Score -549042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -549042.375000 Penalty: 2816.828369
	Iteration 29Q: 3 clusters Score -549042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -549042.375000 Penalty: 2816.828369
	Iteration 30F: 3 clusters Score -549042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 108756 members 
Mstep: Class 3 contains 6870 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 102398 members 
Mstep: Class 7 contains 25442 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79637 members 
Mstep: Class 14 contains 150663 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22457 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388244.000000 Penalty: 45213.089844
Iteration 119Q: 22 clusters Score -5.238824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 108757 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 102397 members 
Mstep: Class 7 contains 25448 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79638 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22458 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388188.000000 Penalty: 45213.089844
Iteration 120F: 22 clusters Score -5.238819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 108755 members 
Mstep: Class 3 contains 6866 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 102396 members 
Mstep: Class 7 contains 25456 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79631 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22458 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388188.000000 Penalty: 45213.089844
Iteration 121Q: 22 clusters Score -5.238819e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 108755 members 
Mstep: Class 3 contains 6858 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 102398 members 
Mstep: Class 7 contains 25466 members 
Mstep: Class 8 contains 4482 members 
Mstep: Class 9 contains 1976 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79625 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22458 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388188.000000 Penalty: 45213.089844
Iteration 122Q: 22 clusters Score -5.238819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 108756 members 
Mstep: Class 3 contains 6854 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 102398 members 
Mstep: Class 7 contains 25468 members 
Mstep: Class 8 contains 4481 members 
Mstep: Class 9 contains 1977 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79625 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22458 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388156.000000 Penalty: 45213.089844
Iteration 123Q: 22 clusters Score -5.238816e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 108757 members 
Mstep: Class 3 contains 6853 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 102397 members 
Mstep: Class 7 contains 25470 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1978 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79622 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22458 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388184.000000 Penalty: 45213.089844
Iteration 124Q: 22 clusters Score -5.238818e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 108759 members 
Mstep: Class 3 contains 6853 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 102396 members 
Mstep: Class 7 contains 25472 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1982 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6390 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79617 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22456 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388232.000000 Penalty: 45213.089844
Iteration 125Q: 22 clusters Score -5.238823e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 108760 members 
Mstep: Class 3 contains 6854 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 102395 members 
Mstep: Class 7 contains 25474 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1984 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79614 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22454 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388204.000000 Penalty: 45213.089844
Iteration 126Q: 22 clusters Score -5.23882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 108759 members 
Mstep: Class 3 contains 6856 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25476 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1987 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79611 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7609 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22454 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388192.000000 Penalty: 45213.089844
Iteration 127Q: 22 clusters Score -5.238819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108757 members 
Mstep: Class 3 contains 6857 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25478 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1991 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79607 members 
Mstep: Class 14 contains 150662 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2804 members 
Mstep: Class 17 contains 7608 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22453 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388228.000000 Penalty: 45213.089844
Iteration 128Q: 22 clusters Score -5.238823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108757 members 
Mstep: Class 3 contains 6856 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25479 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1991 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79608 members 
Mstep: Class 14 contains 150661 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2805 members 
Mstep: Class 17 contains 7608 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22452 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388232.000000 Penalty: 45213.089844
Iteration 129Q: 22 clusters Score -5.238823e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108756 members 
Mstep: Class 3 contains 6855 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25481 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1993 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 3270 members 
Mstep: Class 13 contains 79607 members 
Mstep: Class 14 contains 150661 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2807 members 
Mstep: Class 17 contains 7607 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22451 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388200.000000 Penalty: 45213.089844
Iteration 130Q: 22 clusters Score -5.23882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108756 members 
Mstep: Class 3 contains 6855 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25480 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1995 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 13 contains 79607 members 
Mstep: Class 14 contains 150660 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2807 members 
Mstep: Class 17 contains 7607 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22451 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388212.000000 Penalty: 45213.089844
Iteration 131Q: 22 clusters Score -5.238821e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108756 members 
Mstep: Class 3 contains 6856 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25479 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 79607 members 
Mstep: Class 14 contains 150660 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 17 contains 7607 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22452 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388212.000000 Penalty: 45213.089844
Iteration 132Q: 22 clusters Score -5.238821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108755 members 
Mstep: Class 3 contains 6858 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25478 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1993 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 79605 members 
Mstep: Class 14 contains 150660 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2812 members 
Mstep: Class 17 contains 7608 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22450 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388228.000000 Penalty: 45213.089844
Iteration 133Q: 22 clusters Score -5.238823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108752 members 
Mstep: Class 3 contains 6861 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25479 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 79602 members 
Mstep: Class 14 contains 150659 members 
Mstep: Class 15 contains 9156 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 7610 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22449 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388212.000000 Penalty: 45213.089844
Iteration 134Q: 22 clusters Score -5.238821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108750 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25480 members 
Mstep: Class 8 contains 4479 members 
Mstep: Class 9 contains 2003 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6387 members 
Mstep: Class 12 contains 3268 members 
Mstep: Class 13 contains 79598 members 
Mstep: Class 14 contains 150657 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 22448 members 
Mstep: Class 23 contains 5809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388268.000000 Penalty: 45213.089844
Iteration 135Q: 22 clusters Score -5.238827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108750 members 
Mstep: Class 3 contains 6862 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102393 members 
Mstep: Class 7 contains 25480 members 
Mstep: Class 8 contains 4476 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 3267 members 
Mstep: Class 13 contains 79598 members 
Mstep: Class 14 contains 150656 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 2815 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 22448 members 
Mstep: Class 23 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388208.000000 Penalty: 45213.089844
Iteration 136Q: 22 clusters Score -5.238821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108750 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25479 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 2004 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 3265 members 
Mstep: Class 13 contains 79596 members 
Mstep: Class 14 contains 150657 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 2818 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 22449 members 
Mstep: Class 23 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388256.000000 Penalty: 45213.089844
Iteration 137Q: 22 clusters Score -5.238826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108749 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25479 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 79595 members 
Mstep: Class 14 contains 150656 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 2820 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 22450 members 
Mstep: Class 23 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388240.000000 Penalty: 45213.089844
Iteration 138Q: 22 clusters Score -5.238824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108750 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25479 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 79595 members 
Mstep: Class 14 contains 150656 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 22450 members 
Mstep: Class 23 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388252.000000 Penalty: 45213.089844
Iteration 139Q: 22 clusters Score -5.238825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108750 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25479 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 79595 members 
Mstep: Class 14 contains 150656 members 
Mstep: Class 15 contains 9153 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 22450 members 
Mstep: Class 23 contains 5810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -52388252.000000 Penalty: 45213.089844
Iteration 140F: 22 clusters Score -5.238825e+07 nChanged 0
Entering ConstructFrom: 
Score: -52388252.000000 Penalty: 45213.089844
Entering ConstructFrom: 
Trying to split cluster 1 (10297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Entering Unmasked Estep 
Score: -992801.250000 Penalty: 1501.436279
	Iteration 0F: 2 clusters Score -992801.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -985432.250000 Penalty: 3002.872559
	Iteration 0F: 3 clusters Score -985432.2 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -987843.812500 Penalty: 3002.872559
	Iteration 1F: 3 clusters Score -987843.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -988061.625000 Penalty: 3002.872559
	Iteration 2F: 3 clusters Score -988061.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -988225.687500 Penalty: 3002.872559
	Iteration 3Q: 3 clusters Score -988225.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -988376.500000 Penalty: 3002.872559
	Iteration 4Q: 3 clusters Score -988376.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -988504.750000 Penalty: 3002.872559
	Iteration 5Q: 3 clusters Score -988504.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -988681.187500 Penalty: 3002.872559
	Iteration 6Q: 3 clusters Score -988681.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -988905.562500 Penalty: 3002.872559
	Iteration 7Q: 3 clusters Score -988905.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -989213.312500 Penalty: 3002.872559
	Iteration 8Q: 3 clusters Score -989213.3 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -989593.375000 Penalty: 3002.872559
	Iteration 9F: 3 clusters Score -989593.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -990028.625000 Penalty: 3002.872559
	Iteration 10F: 3 clusters Score -990028.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -990482.812500 Penalty: 3002.872559
	Iteration 11Q: 3 clusters Score -990482.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -990816.812500 Penalty: 3002.872559
	Iteration 12Q: 3 clusters Score -990816.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -991055.750000 Penalty: 3002.872559
	Iteration 13Q: 3 clusters Score -991055.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -991210.062500 Penalty: 3002.872559
	Iteration 14Q: 3 clusters Score -991210.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -991311.937500 Penalty: 3002.872559
	Iteration 15Q: 3 clusters Score -991311.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -991380.250000 Penalty: 3002.872559
	Iteration 16Q: 3 clusters Score -991380.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -991435.312500 Penalty: 3002.872559
	Iteration 17Q: 3 clusters Score -991435.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -991467.187500 Penalty: 3002.872559
	Iteration 18Q: 3 clusters Score -991467.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -991480.375000 Penalty: 3002.872559
	Iteration 19Q: 3 clusters Score -991480.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -991496.500000 Penalty: 3002.872559
	Iteration 20F: 3 clusters Score -991496.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -991513.312500 Penalty: 3002.872559
	Iteration 21Q: 3 clusters Score -991513.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -991530.625000 Penalty: 3002.872559
	Iteration 22Q: 3 clusters Score -991530.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -991540.750000 Penalty: 3002.872559
	Iteration 23Q: 3 clusters Score -991540.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -991547.437500 Penalty: 3002.872559
	Iteration 24Q: 3 clusters Score -991547.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -991552.937500 Penalty: 3002.872559
	Iteration 25Q: 3 clusters Score -991552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -991555.437500 Penalty: 3002.872559
	Iteration 26Q: 3 clusters Score -991555.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -991558.687500 Penalty: 3002.872559
	Iteration 27Q: 3 clusters Score -991558.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -991559.437500 Penalty: 3002.872559
	Iteration 28Q: 3 clusters Score -991559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -991559.437500 Penalty: 3002.872559
	Iteration 29Q: 3 clusters Score -991559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -991557.687500 Penalty: 3002.872559
	Iteration 30Q: 3 clusters Score -991557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -991559.250000 Penalty: 3002.872559
	Iteration 31Q: 3 clusters Score -991559.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -991562.750000 Penalty: 3002.872559
	Iteration 32Q: 3 clusters Score -991562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -991561.750000 Penalty: 3002.872559
	Iteration 33Q: 3 clusters Score -991561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -991562.500000 Penalty: 3002.872559
	Iteration 34Q: 3 clusters Score -991562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -991564.500000 Penalty: 3002.872559
	Iteration 35Q: 3 clusters Score -991564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -991564.500000 Penalty: 3002.872559
	Iteration 36F: 3 clusters Score -991564.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (108750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108750 members 
Entering Unmasked Estep 
Score: -10227992.000000 Penalty: 1884.481079
	Iteration 0F: 2 clusters Score -1.022799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -10155000.000000 Penalty: 3768.962158
	Iteration 0F: 3 clusters Score -1.0155e+07 nChanged 52209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -10185197.000000 Penalty: 3768.962158
	Iteration 1F: 3 clusters Score -1.01852e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -10186322.000000 Penalty: 3768.962158
	Iteration 2Q: 3 clusters Score -1.018632e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 62078 members 
Entering Unmasked Estep 
Score: -10187700.000000 Penalty: 3768.962158
	Iteration 3Q: 3 clusters Score -1.01877e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -10189863.000000 Penalty: 3768.962158
	Iteration 4Q: 3 clusters Score -1.018986e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -10193212.000000 Penalty: 3768.962158
	Iteration 5F: 3 clusters Score -1.019321e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 78840 members 
Entering Unmasked Estep 
Score: -10198327.000000 Penalty: 3768.962158
	Iteration 6F: 3 clusters Score -1.019833e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 87422 members 
Entering Unmasked Estep 
Score: -10205467.000000 Penalty: 3768.962158
	Iteration 7F: 3 clusters Score -1.020547e+07 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 96166 members 
Entering Unmasked Estep 
Score: -10213650.000000 Penalty: 3768.962158
	Iteration 8F: 3 clusters Score -1.021365e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 103016 members 
Entering Unmasked Estep 
Score: -10220674.000000 Penalty: 3768.962158
	Iteration 9F: 3 clusters Score -1.022067e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 106826 members 
Entering Unmasked Estep 
Score: -10224465.000000 Penalty: 3768.962158
	Iteration 10Q: 3 clusters Score -1.022446e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 108122 members 
Entering Unmasked Estep 
Score: -10225768.000000 Penalty: 3768.962158
	Iteration 11Q: 3 clusters Score -1.022577e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 108434 members 
Entering Unmasked Estep 
Score: -10226065.000000 Penalty: 3768.962158
	Iteration 12Q: 3 clusters Score -1.022606e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 108510 members 
Entering Unmasked Estep 
Score: -10226195.000000 Penalty: 3768.962158
	Iteration 13Q: 3 clusters Score -1.02262e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 108533 members 
Entering Unmasked Estep 
Score: -10226250.000000 Penalty: 3768.962158
	Iteration 14Q: 3 clusters Score -1.022625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -10226287.000000 Penalty: 3768.962158
	Iteration 15Q: 3 clusters Score -1.022629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 108545 members 
Entering Unmasked Estep 
Score: -10226319.000000 Penalty: 3768.962158
	Iteration 16Q: 3 clusters Score -1.022632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 108543 members 
Entering Unmasked Estep 
Score: -10226348.000000 Penalty: 3768.962158
	Iteration 17Q: 3 clusters Score -1.022635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 108532 members 
Entering Unmasked Estep 
Score: -10226353.000000 Penalty: 3768.962158
	Iteration 18Q: 3 clusters Score -1.022635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 108531 members 
Entering Unmasked Estep 
Score: -10226364.000000 Penalty: 3768.962158
	Iteration 19Q: 3 clusters Score -1.022636e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 108527 members 
Entering Unmasked Estep 
Score: -10226374.000000 Penalty: 3768.962158
	Iteration 20F: 3 clusters Score -1.022637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 108528 members 
Entering Unmasked Estep 
Score: -10226371.000000 Penalty: 3768.962158
	Iteration 21Q: 3 clusters Score -1.022637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -10226373.000000 Penalty: 3768.962158
	Iteration 22Q: 3 clusters Score -1.022637e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 108529 members 
Entering Unmasked Estep 
Score: -10226373.000000 Penalty: 3768.962158
	Iteration 23F: 3 clusters Score -1.022637e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Entering Unmasked Estep 
Score: -659153.750000 Penalty: 1435.508667
	Iteration 0F: 2 clusters Score -659153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -654035.312500 Penalty: 2871.017334
	Iteration 0F: 3 clusters Score -654035.3 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -655594.125000 Penalty: 2871.017334
	Iteration 1F: 3 clusters Score -655594.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -655817.562500 Penalty: 2871.017334
	Iteration 2F: 3 clusters Score -655817.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -656022.687500 Penalty: 2871.017334
	Iteration 3F: 3 clusters Score -656022.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -656243.812500 Penalty: 2871.017334
	Iteration 4F: 3 clusters Score -656243.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -656486.750000 Penalty: 2871.017334
	Iteration 5F: 3 clusters Score -656486.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -656775.687500 Penalty: 2871.017334
	Iteration 6F: 3 clusters Score -656775.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -657086.000000 Penalty: 2871.017334
	Iteration 7F: 3 clusters Score -657086 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -657343.375000 Penalty: 2871.017334
	Iteration 8Q: 3 clusters Score -657343.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -657547.312500 Penalty: 2871.017334
	Iteration 9Q: 3 clusters Score -657547.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -657691.562500 Penalty: 2871.017334
	Iteration 10Q: 3 clusters Score -657691.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -657792.000000 Penalty: 2871.017334
	Iteration 11Q: 3 clusters Score -657792 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -657848.750000 Penalty: 2871.017334
	Iteration 12Q: 3 clusters Score -657848.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -657892.875000 Penalty: 2871.017334
	Iteration 13Q: 3 clusters Score -657892.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -657922.750000 Penalty: 2871.017334
	Iteration 14Q: 3 clusters Score -657922.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -657952.375000 Penalty: 2871.017334
	Iteration 15Q: 3 clusters Score -657952.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -657973.062500 Penalty: 2871.017334
	Iteration 16Q: 3 clusters Score -657973.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -657990.687500 Penalty: 2871.017334
	Iteration 17Q: 3 clusters Score -657990.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -658006.375000 Penalty: 2871.017334
	Iteration 18Q: 3 clusters Score -658006.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -658015.812500 Penalty: 2871.017334
	Iteration 19Q: 3 clusters Score -658015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -658021.312500 Penalty: 2871.017334
	Iteration 20F: 3 clusters Score -658021.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -658023.062500 Penalty: 2871.017334
	Iteration 21Q: 3 clusters Score -658023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -658025.000000 Penalty: 2871.017334
	Iteration 22Q: 3 clusters Score -658025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -658028.812500 Penalty: 2871.017334
	Iteration 23Q: 3 clusters Score -658028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -658035.000000 Penalty: 2871.017334
	Iteration 24Q: 3 clusters Score -658035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -658040.187500 Penalty: 2871.017334
	Iteration 25Q: 3 clusters Score -658040.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -658045.250000 Penalty: 2871.017334
	Iteration 26Q: 3 clusters Score -658045.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -658047.687500 Penalty: 2871.017334
	Iteration 27Q: 3 clusters Score -658047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -658047.625000 Penalty: 2871.017334
	Iteration 28Q: 3 clusters Score -658047.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -658047.625000 Penalty: 2871.017334
	Iteration 29F: 3 clusters Score -658047.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -50142.093750 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -50142.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49029.003906 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -49029 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49179.425781 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -49179.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49230.992188 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -49230.99 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -49265.019531 Penalty: 2057.738037
	Iteration 3Q: 3 clusters Score -49265.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49288.984375 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -49288.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49298.824219 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -49298.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49302.445312 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -49302.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49303.242188 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -49303.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49303.242188 Penalty: 2057.738037
	Iteration 8F: 3 clusters Score -49303.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Entering Unmasked Estep 
Score: -368001.031250 Penalty: 1345.697876
	Iteration 0F: 2 clusters Score -368001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -364657.968750 Penalty: 2691.395752
	Iteration 0F: 3 clusters Score -364658 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -365504.562500 Penalty: 2691.395752
	Iteration 1F: 3 clusters Score -365504.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -365635.906250 Penalty: 2691.395752
	Iteration 2F: 3 clusters Score -365635.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -365713.843750 Penalty: 2691.395752
	Iteration 3Q: 3 clusters Score -365713.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -365777.937500 Penalty: 2691.395752
	Iteration 4Q: 3 clusters Score -365777.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -365829.406250 Penalty: 2691.395752
	Iteration 5Q: 3 clusters Score -365829.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -365897.781250 Penalty: 2691.395752
	Iteration 6Q: 3 clusters Score -365897.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -365954.906250 Penalty: 2691.395752
	Iteration 7Q: 3 clusters Score -365954.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -366009.750000 Penalty: 2691.395752
	Iteration 8Q: 3 clusters Score -366009.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -366065.843750 Penalty: 2691.395752
	Iteration 9Q: 3 clusters Score -366065.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -366114.812500 Penalty: 2691.395752
	Iteration 10Q: 3 clusters Score -366114.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -366163.312500 Penalty: 2691.395752
	Iteration 11Q: 3 clusters Score -366163.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -366208.500000 Penalty: 2691.395752
	Iteration 12Q: 3 clusters Score -366208.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -366257.406250 Penalty: 2691.395752
	Iteration 13Q: 3 clusters Score -366257.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -366315.218750 Penalty: 2691.395752
	Iteration 14Q: 3 clusters Score -366315.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -366388.281250 Penalty: 2691.395752
	Iteration 15Q: 3 clusters Score -366388.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -366475.687500 Penalty: 2691.395752
	Iteration 16Q: 3 clusters Score -366475.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -366557.593750 Penalty: 2691.395752
	Iteration 17Q: 3 clusters Score -366557.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -366646.031250 Penalty: 2691.395752
	Iteration 18Q: 3 clusters Score -366646 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -366742.656250 Penalty: 2691.395752
	Iteration 19Q: 3 clusters Score -366742.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -366834.437500 Penalty: 2691.395752
	Iteration 20F: 3 clusters Score -366834.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -366919.687500 Penalty: 2691.395752
	Iteration 21Q: 3 clusters Score -366919.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -366988.500000 Penalty: 2691.395752
	Iteration 22Q: 3 clusters Score -366988.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -367032.062500 Penalty: 2691.395752
	Iteration 23Q: 3 clusters Score -367032.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -367065.687500 Penalty: 2691.395752
	Iteration 24Q: 3 clusters Score -367065.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -367089.281250 Penalty: 2691.395752
	Iteration 25Q: 3 clusters Score -367089.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -367113.875000 Penalty: 2691.395752
	Iteration 26Q: 3 clusters Score -367113.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -367129.406250 Penalty: 2691.395752
	Iteration 27Q: 3 clusters Score -367129.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -367141.250000 Penalty: 2691.395752
	Iteration 28Q: 3 clusters Score -367141.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -367151.781250 Penalty: 2691.395752
	Iteration 29Q: 3 clusters Score -367151.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -367160.781250 Penalty: 2691.395752
	Iteration 30Q: 3 clusters Score -367160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -367166.406250 Penalty: 2691.395752
	Iteration 31Q: 3 clusters Score -367166.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -367170.718750 Penalty: 2691.395752
	Iteration 32Q: 3 clusters Score -367170.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -367175.937500 Penalty: 2691.395752
	Iteration 33Q: 3 clusters Score -367175.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -367179.937500 Penalty: 2691.395752
	Iteration 34Q: 3 clusters Score -367179.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -367182.656250 Penalty: 2691.395752
	Iteration 35Q: 3 clusters Score -367182.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -367184.218750 Penalty: 2691.395752
	Iteration 36Q: 3 clusters Score -367184.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -367187.125000 Penalty: 2691.395752
	Iteration 37Q: 3 clusters Score -367187.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -367188.031250 Penalty: 2691.395752
	Iteration 38Q: 3 clusters Score -367188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -367189.468750 Penalty: 2691.395752
	Iteration 39Q: 3 clusters Score -367189.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -367190.750000 Penalty: 2691.395752
	Iteration 40F: 3 clusters Score -367190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -367191.906250 Penalty: 2691.395752
	Iteration 41Q: 3 clusters Score -367191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -367193.250000 Penalty: 2691.395752
	Iteration 42Q: 3 clusters Score -367193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -367194.968750 Penalty: 2691.395752
	Iteration 43Q: 3 clusters Score -367195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -367197.843750 Penalty: 2691.395752
	Iteration 44Q: 3 clusters Score -367197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -367198.812500 Penalty: 2691.395752
	Iteration 45Q: 3 clusters Score -367198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -367201.125000 Penalty: 2691.395752
	Iteration 46Q: 3 clusters Score -367201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -367202.062500 Penalty: 2691.395752
	Iteration 47Q: 3 clusters Score -367202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -367203.812500 Penalty: 2691.395752
	Iteration 48Q: 3 clusters Score -367203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -367205.125000 Penalty: 2691.395752
	Iteration 49Q: 3 clusters Score -367205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -367205.625000 Penalty: 2691.395752
	Iteration 50Q: 3 clusters Score -367205.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -367206.093750 Penalty: 2691.395752
	Iteration 51Q: 3 clusters Score -367206.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -367207.000000 Penalty: 2691.395752
	Iteration 52Q: 3 clusters Score -367207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -367206.312500 Penalty: 2691.395752
	Iteration 53Q: 3 clusters Score -367206.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -367208.000000 Penalty: 2691.395752
	Iteration 54Q: 3 clusters Score -367208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -367208.218750 Penalty: 2691.395752
	Iteration 55Q: 3 clusters Score -367208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -367210.968750 Penalty: 2691.395752
	Iteration 56Q: 3 clusters Score -367211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -367210.781250 Penalty: 2691.395752
	Iteration 57Q: 3 clusters Score -367210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -367210.843750 Penalty: 2691.395752
	Iteration 58Q: 3 clusters Score -367210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -367210.843750 Penalty: 2691.395752
	Iteration 59F: 3 clusters Score -367210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (102394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102394 members 
Entering Unmasked Estep 
Score: -9630791.000000 Penalty: 1874.694702
	Iteration 0F: 2 clusters Score -9630791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -9562315.000000 Penalty: 3749.389404
	Iteration 0F: 3 clusters Score -9562315 nChanged 48811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 57397 members 
Entering Unmasked Estep 
Score: -9591113.000000 Penalty: 3749.389404
	Iteration 1F: 3 clusters Score -9591113 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -9592847.000000 Penalty: 3749.389404
	Iteration 2Q: 3 clusters Score -9592847 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 66665 members 
Entering Unmasked Estep 
Score: -9596095.000000 Penalty: 3749.389404
	Iteration 3F: 3 clusters Score -9596095 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -9602005.000000 Penalty: 3749.389404
	Iteration 4F: 3 clusters Score -9602005 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 84137 members 
Entering Unmasked Estep 
Score: -9610804.000000 Penalty: 3749.389404
	Iteration 5F: 3 clusters Score -9610804 nChanged 8982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 93097 members 
Entering Unmasked Estep 
Score: -9620075.000000 Penalty: 3749.389404
	Iteration 6F: 3 clusters Score -9620075 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 98794 members 
Entering Unmasked Estep 
Score: -9625819.000000 Penalty: 3749.389404
	Iteration 7F: 3 clusters Score -9625819 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 101159 members 
Entering Unmasked Estep 
Score: -9628014.000000 Penalty: 3749.389404
	Iteration 8Q: 3 clusters Score -9628014 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -9628726.000000 Penalty: 3749.389404
	Iteration 9Q: 3 clusters Score -9628726 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 102111 members 
Entering Unmasked Estep 
Score: -9628987.000000 Penalty: 3749.389404
	Iteration 10Q: 3 clusters Score -9628987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -9629091.000000 Penalty: 3749.389404
	Iteration 11Q: 3 clusters Score -9629091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 102176 members 
Entering Unmasked Estep 
Score: -9629105.000000 Penalty: 3749.389404
	Iteration 12Q: 3 clusters Score -9629105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 102180 members 
Entering Unmasked Estep 
Score: -9629122.000000 Penalty: 3749.389404
	Iteration 13Q: 3 clusters Score -9629122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 102187 members 
Entering Unmasked Estep 
Score: -9629135.000000 Penalty: 3749.389404
	Iteration 14Q: 3 clusters Score -9629135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 102190 members 
Entering Unmasked Estep 
Score: -9629129.000000 Penalty: 3749.389404
	Iteration 15Q: 3 clusters Score -9629129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -9629137.000000 Penalty: 3749.389404
	Iteration 16Q: 3 clusters Score -9629137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -9629139.000000 Penalty: 3749.389404
	Iteration 17Q: 3 clusters Score -9629139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -9629149.000000 Penalty: 3749.389404
	Iteration 18Q: 3 clusters Score -9629149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 102197 members 
Entering Unmasked Estep 
Score: -9629147.000000 Penalty: 3749.389404
	Iteration 19Q: 3 clusters Score -9629147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -9629150.000000 Penalty: 3749.389404
	Iteration 20F: 3 clusters Score -9629150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 102195 members 
Entering Unmasked Estep 
Score: -9629155.000000 Penalty: 3749.389404
	Iteration 21Q: 3 clusters Score -9629155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 102194 members 
Entering Unmasked Estep 
Score: -9629157.000000 Penalty: 3749.389404
	Iteration 22Q: 3 clusters Score -9629157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -9629153.000000 Penalty: 3749.389404
	Iteration 23Q: 3 clusters Score -9629153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 102192 members 
Entering Unmasked Estep 
Score: -9629153.000000 Penalty: 3749.389404
	Iteration 24F: 3 clusters Score -9629153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Entering Unmasked Estep 
Score: -2425477.250000 Penalty: 1648.661621
	Iteration 0F: 2 clusters Score -2425477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2408102.250000 Penalty: 3297.323242
	Iteration 0F: 3 clusters Score -2408102 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2414629.500000 Penalty: 3297.323242
	Iteration 1F: 3 clusters Score -2414630 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2415097.250000 Penalty: 3297.323242
	Iteration 2F: 3 clusters Score -2415097 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2415590.750000 Penalty: 3297.323242
	Iteration 3F: 3 clusters Score -2415591 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2416110.250000 Penalty: 3297.323242
	Iteration 4Q: 3 clusters Score -2416110 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2416828.500000 Penalty: 3297.323242
	Iteration 5F: 3 clusters Score -2416828 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2417716.250000 Penalty: 3297.323242
	Iteration 6F: 3 clusters Score -2417716 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2418722.500000 Penalty: 3297.323242
	Iteration 7F: 3 clusters Score -2418722 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -2419710.250000 Penalty: 3297.323242
	Iteration 8F: 3 clusters Score -2419710 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2420657.250000 Penalty: 3297.323242
	Iteration 9F: 3 clusters Score -2420657 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -2421378.750000 Penalty: 3297.323242
	Iteration 10Q: 3 clusters Score -2421379 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2421918.500000 Penalty: 3297.323242
	Iteration 11Q: 3 clusters Score -2421918 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2422375.250000 Penalty: 3297.323242
	Iteration 12Q: 3 clusters Score -2422375 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2422715.250000 Penalty: 3297.323242
	Iteration 13Q: 3 clusters Score -2422715 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2422984.250000 Penalty: 3297.323242
	Iteration 14Q: 3 clusters Score -2422984 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2423205.250000 Penalty: 3297.323242
	Iteration 15Q: 3 clusters Score -2423205 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2423400.250000 Penalty: 3297.323242
	Iteration 16Q: 3 clusters Score -2423400 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2423577.000000 Penalty: 3297.323242
	Iteration 17Q: 3 clusters Score -2423577 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2423734.000000 Penalty: 3297.323242
	Iteration 18Q: 3 clusters Score -2423734 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2423825.750000 Penalty: 3297.323242
	Iteration 19Q: 3 clusters Score -2423826 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2423895.750000 Penalty: 3297.323242
	Iteration 20F: 3 clusters Score -2423896 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2423948.500000 Penalty: 3297.323242
	Iteration 21Q: 3 clusters Score -2423948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2424003.500000 Penalty: 3297.323242
	Iteration 22Q: 3 clusters Score -2424004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2424041.750000 Penalty: 3297.323242
	Iteration 23Q: 3 clusters Score -2424042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2424068.000000 Penalty: 3297.323242
	Iteration 24Q: 3 clusters Score -2424068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2424082.250000 Penalty: 3297.323242
	Iteration 25Q: 3 clusters Score -2424082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2424095.250000 Penalty: 3297.323242
	Iteration 26Q: 3 clusters Score -2424095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2424110.000000 Penalty: 3297.323242
	Iteration 27Q: 3 clusters Score -2424110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2424117.000000 Penalty: 3297.323242
	Iteration 28Q: 3 clusters Score -2424117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2424129.750000 Penalty: 3297.323242
	Iteration 29Q: 3 clusters Score -2424130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2424143.250000 Penalty: 3297.323242
	Iteration 30Q: 3 clusters Score -2424143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2424148.750000 Penalty: 3297.323242
	Iteration 31Q: 3 clusters Score -2424149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2424152.000000 Penalty: 3297.323242
	Iteration 32Q: 3 clusters Score -2424152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2424162.250000 Penalty: 3297.323242
	Iteration 33Q: 3 clusters Score -2424162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2424161.750000 Penalty: 3297.323242
	Iteration 34Q: 3 clusters Score -2424162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2424166.000000 Penalty: 3297.323242
	Iteration 35Q: 3 clusters Score -2424166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2424169.500000 Penalty: 3297.323242
	Iteration 36Q: 3 clusters Score -2424170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2424174.500000 Penalty: 3297.323242
	Iteration 37Q: 3 clusters Score -2424174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2424178.000000 Penalty: 3297.323242
	Iteration 38Q: 3 clusters Score -2424178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2424177.500000 Penalty: 3297.323242
	Iteration 39Q: 3 clusters Score -2424178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2424178.250000 Penalty: 3297.323242
	Iteration 40F: 3 clusters Score -2424178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2424182.750000 Penalty: 3297.323242
	Iteration 41Q: 3 clusters Score -2424183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2424194.000000 Penalty: 3297.323242
	Iteration 42Q: 3 clusters Score -2424194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2424190.500000 Penalty: 3297.323242
	Iteration 43Q: 3 clusters Score -2424190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2424197.250000 Penalty: 3297.323242
	Iteration 44Q: 3 clusters Score -2424197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2424206.000000 Penalty: 3297.323242
	Iteration 45Q: 3 clusters Score -2424206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2424213.250000 Penalty: 3297.323242
	Iteration 46Q: 3 clusters Score -2424213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2424214.750000 Penalty: 3297.323242
	Iteration 47Q: 3 clusters Score -2424215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2424215.000000 Penalty: 3297.323242
	Iteration 48Q: 3 clusters Score -2424215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2424214.250000 Penalty: 3297.323242
	Iteration 49Q: 3 clusters Score -2424214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2424214.250000 Penalty: 3297.323242
	Iteration 50F: 3 clusters Score -2424214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -384923.156250 Penalty: 1366.017456
	Iteration 0F: 2 clusters Score -384923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -381236.656250 Penalty: 2732.034912
	Iteration 0F: 3 clusters Score -381236.7 nChanged 1854
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: -382344.468750 Penalty: 2732.034912
	Iteration 1F: 3 clusters Score -382344.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -382600.875000 Penalty: 2732.034912
	Iteration 2F: 3 clusters Score -382600.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -382785.031250 Penalty: 2732.034912
	Iteration 3F: 3 clusters Score -382785 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -382984.125000 Penalty: 2732.034912
	Iteration 4F: 3 clusters Score -382984.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -383174.031250 Penalty: 2732.034912
	Iteration 5Q: 3 clusters Score -383174 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -383388.062500 Penalty: 2732.034912
	Iteration 6F: 3 clusters Score -383388.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -383611.906250 Penalty: 2732.034912
	Iteration 7F: 3 clusters Score -383611.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -383814.156250 Penalty: 2732.034912
	Iteration 8F: 3 clusters Score -383814.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -383966.437500 Penalty: 2732.034912
	Iteration 9Q: 3 clusters Score -383966.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -384064.750000 Penalty: 2732.034912
	Iteration 10Q: 3 clusters Score -384064.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -384125.093750 Penalty: 2732.034912
	Iteration 11Q: 3 clusters Score -384125.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -384165.187500 Penalty: 2732.034912
	Iteration 12Q: 3 clusters Score -384165.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -384187.531250 Penalty: 2732.034912
	Iteration 13Q: 3 clusters Score -384187.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -384200.281250 Penalty: 2732.034912
	Iteration 14Q: 3 clusters Score -384200.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -384210.937500 Penalty: 2732.034912
	Iteration 15Q: 3 clusters Score -384210.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -384218.718750 Penalty: 2732.034912
	Iteration 16Q: 3 clusters Score -384218.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -384226.375000 Penalty: 2732.034912
	Iteration 17Q: 3 clusters Score -384226.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -384232.906250 Penalty: 2732.034912
	Iteration 18Q: 3 clusters Score -384232.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -384243.656250 Penalty: 2732.034912
	Iteration 19Q: 3 clusters Score -384243.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -384252.093750 Penalty: 2732.034912
	Iteration 20F: 3 clusters Score -384252.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -384259.781250 Penalty: 2732.034912
	Iteration 21Q: 3 clusters Score -384259.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -384268.687500 Penalty: 2732.034912
	Iteration 22Q: 3 clusters Score -384268.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -384274.343750 Penalty: 2732.034912
	Iteration 23Q: 3 clusters Score -384274.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -384282.593750 Penalty: 2732.034912
	Iteration 24Q: 3 clusters Score -384282.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -384287.656250 Penalty: 2732.034912
	Iteration 25Q: 3 clusters Score -384287.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -384296.937500 Penalty: 2732.034912
	Iteration 26Q: 3 clusters Score -384296.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -384308.531250 Penalty: 2732.034912
	Iteration 27Q: 3 clusters Score -384308.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -384320.781250 Penalty: 2732.034912
	Iteration 28Q: 3 clusters Score -384320.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -384328.968750 Penalty: 2732.034912
	Iteration 29Q: 3 clusters Score -384329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -384340.437500 Penalty: 2732.034912
	Iteration 30Q: 3 clusters Score -384340.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -384347.843750 Penalty: 2732.034912
	Iteration 31Q: 3 clusters Score -384347.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -384355.468750 Penalty: 2732.034912
	Iteration 32Q: 3 clusters Score -384355.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -384361.312500 Penalty: 2732.034912
	Iteration 33Q: 3 clusters Score -384361.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -384366.718750 Penalty: 2732.034912
	Iteration 34Q: 3 clusters Score -384366.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -384370.250000 Penalty: 2732.034912
	Iteration 35Q: 3 clusters Score -384370.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -384374.531250 Penalty: 2732.034912
	Iteration 36Q: 3 clusters Score -384374.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -384381.031250 Penalty: 2732.034912
	Iteration 37Q: 3 clusters Score -384381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -384382.656250 Penalty: 2732.034912
	Iteration 38Q: 3 clusters Score -384382.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -384384.062500 Penalty: 2732.034912
	Iteration 39Q: 3 clusters Score -384384.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -384386.750000 Penalty: 2732.034912
	Iteration 40F: 3 clusters Score -384386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -384387.531250 Penalty: 2732.034912
	Iteration 41Q: 3 clusters Score -384387.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -384387.312500 Penalty: 2732.034912
	Iteration 42Q: 3 clusters Score -384387.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -384387.312500 Penalty: 2732.034912
	Iteration 43F: 3 clusters Score -384387.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -170496.031250 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -170496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -168464.890625 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -168464.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -169020.859375 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -169020.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -169157.343750 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -169157.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -169243.812500 Penalty: 2471.104736
	Iteration 3Q: 3 clusters Score -169243.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -169329.750000 Penalty: 2471.104736
	Iteration 4Q: 3 clusters Score -169329.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -169416.609375 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -169416.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -169496.078125 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -169496.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -169566.718750 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -169566.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -169618.265625 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -169618.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -169673.937500 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -169673.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -169727.812500 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -169727.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -169800.250000 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -169800.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -169853.062500 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -169853.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -169890.093750 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -169890.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -169913.421875 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -169913.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -169926.125000 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -169926.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -169933.640625 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -169933.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -169937.984375 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -169938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -169944.109375 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -169944.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -169949.171875 Penalty: 2471.104736
	Iteration 19Q: 3 clusters Score -169949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -169950.781250 Penalty: 2471.104736
	Iteration 20F: 3 clusters Score -169950.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -169955.484375 Penalty: 2471.104736
	Iteration 21Q: 3 clusters Score -169955.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -169958.906250 Penalty: 2471.104736
	Iteration 22Q: 3 clusters Score -169958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -169959.296875 Penalty: 2471.104736
	Iteration 23Q: 3 clusters Score -169959.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -169959.671875 Penalty: 2471.104736
	Iteration 24Q: 3 clusters Score -169959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -169959.671875 Penalty: 2471.104736
	Iteration 25F: 3 clusters Score -169959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Entering Unmasked Estep 
Score: -80605.578125 Penalty: 1115.876709
	Iteration 0F: 2 clusters Score -80605.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -79216.796875 Penalty: 2231.753418
	Iteration 0F: 3 clusters Score -79216.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79505.257812 Penalty: 2231.753418
	Iteration 1F: 3 clusters Score -79505.26 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79610.062500 Penalty: 2231.753418
	Iteration 2F: 3 clusters Score -79610.06 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79683.750000 Penalty: 2231.753418
	Iteration 3F: 3 clusters Score -79683.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79739.117188 Penalty: 2231.753418
	Iteration 4Q: 3 clusters Score -79739.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -79788.531250 Penalty: 2231.753418
	Iteration 5Q: 3 clusters Score -79788.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -79828.984375 Penalty: 2231.753418
	Iteration 6Q: 3 clusters Score -79828.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79838.796875 Penalty: 2231.753418
	Iteration 7Q: 3 clusters Score -79838.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79843.242188 Penalty: 2231.753418
	Iteration 8Q: 3 clusters Score -79843.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79845.242188 Penalty: 2231.753418
	Iteration 9Q: 3 clusters Score -79845.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79845.367188 Penalty: 2231.753418
	Iteration 10Q: 3 clusters Score -79845.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79845.367188 Penalty: 2231.753418
	Iteration 11F: 3 clusters Score -79845.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Entering Unmasked Estep 
Score: -580521.437500 Penalty: 1423.853638
	Iteration 0F: 2 clusters Score -580521.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -575618.312500 Penalty: 2847.707275
	Iteration 0F: 3 clusters Score -575618.3 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -577064.000000 Penalty: 2847.707275
	Iteration 1F: 3 clusters Score -577064 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -577284.125000 Penalty: 2847.707275
	Iteration 2F: 3 clusters Score -577284.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -577493.250000 Penalty: 2847.707275
	Iteration 3F: 3 clusters Score -577493.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -577734.687500 Penalty: 2847.707275
	Iteration 4F: 3 clusters Score -577734.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -577988.062500 Penalty: 2847.707275
	Iteration 5F: 3 clusters Score -577988.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -578230.687500 Penalty: 2847.707275
	Iteration 6F: 3 clusters Score -578230.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -578480.687500 Penalty: 2847.707275
	Iteration 7F: 3 clusters Score -578480.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -578690.187500 Penalty: 2847.707275
	Iteration 8Q: 3 clusters Score -578690.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -578858.875000 Penalty: 2847.707275
	Iteration 9Q: 3 clusters Score -578858.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -578997.875000 Penalty: 2847.707275
	Iteration 10Q: 3 clusters Score -578997.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -579112.937500 Penalty: 2847.707275
	Iteration 11Q: 3 clusters Score -579112.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -579192.437500 Penalty: 2847.707275
	Iteration 12Q: 3 clusters Score -579192.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -579242.000000 Penalty: 2847.707275
	Iteration 13Q: 3 clusters Score -579242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -579278.437500 Penalty: 2847.707275
	Iteration 14Q: 3 clusters Score -579278.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -579312.937500 Penalty: 2847.707275
	Iteration 15Q: 3 clusters Score -579312.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -579349.875000 Penalty: 2847.707275
	Iteration 16Q: 3 clusters Score -579349.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -579380.062500 Penalty: 2847.707275
	Iteration 17Q: 3 clusters Score -579380.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -579407.187500 Penalty: 2847.707275
	Iteration 18Q: 3 clusters Score -579407.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -579424.500000 Penalty: 2847.707275
	Iteration 19Q: 3 clusters Score -579424.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -579439.687500 Penalty: 2847.707275
	Iteration 20F: 3 clusters Score -579439.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -579447.312500 Penalty: 2847.707275
	Iteration 21Q: 3 clusters Score -579447.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -579455.437500 Penalty: 2847.707275
	Iteration 22Q: 3 clusters Score -579455.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -579463.812500 Penalty: 2847.707275
	Iteration 23Q: 3 clusters Score -579463.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -579465.125000 Penalty: 2847.707275
	Iteration 24Q: 3 clusters Score -579465.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -579466.250000 Penalty: 2847.707275
	Iteration 25Q: 3 clusters Score -579466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -579465.312500 Penalty: 2847.707275
	Iteration 26Q: 3 clusters Score -579465.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -579465.375000 Penalty: 2847.707275
	Iteration 27Q: 3 clusters Score -579465.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -579465.375000 Penalty: 2847.707275
	Iteration 28F: 3 clusters Score -579465.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Entering Unmasked Estep 
Score: -309331.406250 Penalty: 1314.690430
	Iteration 0F: 2 clusters Score -309331.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -306495.500000 Penalty: 2629.380859
	Iteration 0F: 3 clusters Score -306495.5 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -307256.250000 Penalty: 2629.380859
	Iteration 1F: 3 clusters Score -307256.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -307432.531250 Penalty: 2629.380859
	Iteration 2F: 3 clusters Score -307432.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -307565.156250 Penalty: 2629.380859
	Iteration 3F: 3 clusters Score -307565.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -307678.906250 Penalty: 2629.380859
	Iteration 4Q: 3 clusters Score -307678.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -307771.062500 Penalty: 2629.380859
	Iteration 5Q: 3 clusters Score -307771.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -307844.093750 Penalty: 2629.380859
	Iteration 6Q: 3 clusters Score -307844.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -307910.093750 Penalty: 2629.380859
	Iteration 7Q: 3 clusters Score -307910.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -307992.031250 Penalty: 2629.380859
	Iteration 8Q: 3 clusters Score -307992 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -308067.687500 Penalty: 2629.380859
	Iteration 9Q: 3 clusters Score -308067.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -308128.906250 Penalty: 2629.380859
	Iteration 10Q: 3 clusters Score -308128.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -308163.843750 Penalty: 2629.380859
	Iteration 11Q: 3 clusters Score -308163.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -308199.593750 Penalty: 2629.380859
	Iteration 12Q: 3 clusters Score -308199.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -308238.906250 Penalty: 2629.380859
	Iteration 13Q: 3 clusters Score -308238.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -308273.500000 Penalty: 2629.380859
	Iteration 14Q: 3 clusters Score -308273.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -308299.562500 Penalty: 2629.380859
	Iteration 15Q: 3 clusters Score -308299.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -308329.031250 Penalty: 2629.380859
	Iteration 16Q: 3 clusters Score -308329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -308350.593750 Penalty: 2629.380859
	Iteration 17Q: 3 clusters Score -308350.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -308380.218750 Penalty: 2629.380859
	Iteration 18Q: 3 clusters Score -308380.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -308411.500000 Penalty: 2629.380859
	Iteration 19Q: 3 clusters Score -308411.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -308432.125000 Penalty: 2629.380859
	Iteration 20F: 3 clusters Score -308432.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -308452.437500 Penalty: 2629.380859
	Iteration 21Q: 3 clusters Score -308452.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -308462.343750 Penalty: 2629.380859
	Iteration 22Q: 3 clusters Score -308462.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -308471.875000 Penalty: 2629.380859
	Iteration 23Q: 3 clusters Score -308471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -308483.156250 Penalty: 2629.380859
	Iteration 24Q: 3 clusters Score -308483.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -308491.062500 Penalty: 2629.380859
	Iteration 25Q: 3 clusters Score -308491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -308492.437500 Penalty: 2629.380859
	Iteration 26Q: 3 clusters Score -308492.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -308493.375000 Penalty: 2629.380859
	Iteration 27Q: 3 clusters Score -308493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -308494.437500 Penalty: 2629.380859
	Iteration 28Q: 3 clusters Score -308494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -308497.281250 Penalty: 2629.380859
	Iteration 29Q: 3 clusters Score -308497.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -308498.500000 Penalty: 2629.380859
	Iteration 30Q: 3 clusters Score -308498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -308499.781250 Penalty: 2629.380859
	Iteration 31Q: 3 clusters Score -308499.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -308499.781250 Penalty: 2629.380859
	Iteration 32F: 3 clusters Score -308499.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (79595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79595 members 
Entering Unmasked Estep 
Score: -7627664.500000 Penalty: 1833.764771
	Iteration 0F: 2 clusters Score -7627664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -7574215.500000 Penalty: 3667.529541
	Iteration 0F: 3 clusters Score -7574216 nChanged 37991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7596306.000000 Penalty: 3667.529541
	Iteration 1F: 3 clusters Score -7596306 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -7597009.000000 Penalty: 3667.529541
	Iteration 2Q: 3 clusters Score -7597009 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -7597841.000000 Penalty: 3667.529541
	Iteration 3Q: 3 clusters Score -7597841 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -7599073.000000 Penalty: 3667.529541
	Iteration 4Q: 3 clusters Score -7599073 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -7601097.500000 Penalty: 3667.529541
	Iteration 5F: 3 clusters Score -7601098 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -7603984.500000 Penalty: 3667.529541
	Iteration 6F: 3 clusters Score -7603984 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 57511 members 
Entering Unmasked Estep 
Score: -7607739.500000 Penalty: 3667.529541
	Iteration 7F: 3 clusters Score -7607740 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -7612164.000000 Penalty: 3667.529541
	Iteration 8F: 3 clusters Score -7612164 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 68401 members 
Entering Unmasked Estep 
Score: -7616734.000000 Penalty: 3667.529541
	Iteration 9F: 3 clusters Score -7616734 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 72838 members 
Entering Unmasked Estep 
Score: -7620641.500000 Penalty: 3667.529541
	Iteration 10F: 3 clusters Score -7620642 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -7623237.000000 Penalty: 3667.529541
	Iteration 11Q: 3 clusters Score -7623237 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 77657 members 
Entering Unmasked Estep 
Score: -7624620.000000 Penalty: 3667.529541
	Iteration 12Q: 3 clusters Score -7624620 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -7625345.000000 Penalty: 3667.529541
	Iteration 13Q: 3 clusters Score -7625345 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 78963 members 
Entering Unmasked Estep 
Score: -7625662.500000 Penalty: 3667.529541
	Iteration 14Q: 3 clusters Score -7625662 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 79125 members 
Entering Unmasked Estep 
Score: -7625809.000000 Penalty: 3667.529541
	Iteration 15Q: 3 clusters Score -7625809 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -7625895.000000 Penalty: 3667.529541
	Iteration 16Q: 3 clusters Score -7625895 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -7625940.500000 Penalty: 3667.529541
	Iteration 17Q: 3 clusters Score -7625940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 79259 members 
Entering Unmasked Estep 
Score: -7625969.500000 Penalty: 3667.529541
	Iteration 18Q: 3 clusters Score -7625970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 79275 members 
Entering Unmasked Estep 
Score: -7625995.000000 Penalty: 3667.529541
	Iteration 19Q: 3 clusters Score -7625995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -7626010.000000 Penalty: 3667.529541
	Iteration 20F: 3 clusters Score -7626010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 79295 members 
Entering Unmasked Estep 
Score: -7626022.500000 Penalty: 3667.529541
	Iteration 21Q: 3 clusters Score -7626022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -7626031.000000 Penalty: 3667.529541
	Iteration 22Q: 3 clusters Score -7626031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -7626035.500000 Penalty: 3667.529541
	Iteration 23Q: 3 clusters Score -7626036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -7626036.500000 Penalty: 3667.529541
	Iteration 24Q: 3 clusters Score -7626036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -7626043.000000 Penalty: 3667.529541
	Iteration 25Q: 3 clusters Score -7626043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 79314 members 
Entering Unmasked Estep 
Score: -7626039.500000 Penalty: 3667.529541
	Iteration 26Q: 3 clusters Score -7626040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 79315 members 
Entering Unmasked Estep 
Score: -7626048.500000 Penalty: 3667.529541
	Iteration 27Q: 3 clusters Score -7626048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -7626050.000000 Penalty: 3667.529541
	Iteration 28Q: 3 clusters Score -7626050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -7626050.500000 Penalty: 3667.529541
	Iteration 29Q: 3 clusters Score -7626050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -7626050.000000 Penalty: 3667.529541
	Iteration 30Q: 3 clusters Score -7626050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -7626050.000000 Penalty: 3667.529541
	Iteration 31Q: 3 clusters Score -7626050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 79322 members 
Entering Unmasked Estep 
Score: -7626050.000000 Penalty: 3667.529541
	Iteration 32F: 3 clusters Score -7626050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (150656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150656 members 
Entering Unmasked Estep 
Score: -14294826.000000 Penalty: 1937.447632
	Iteration 0F: 2 clusters Score -1.429483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75372 members 
Mstep: Class 2 contains 75284 members 
Entering Unmasked Estep 
Score: -14194570.000000 Penalty: 3874.895264
	Iteration 0F: 3 clusters Score -1.419457e+07 nChanged 73249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 76237 members 
Entering Unmasked Estep 
Score: -14238237.000000 Penalty: 3874.895264
	Iteration 1F: 3 clusters Score -1.423824e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -14239433.000000 Penalty: 3874.895264
	Iteration 2Q: 3 clusters Score -1.423943e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72643 members 
Mstep: Class 2 contains 78013 members 
Entering Unmasked Estep 
Score: -14240900.000000 Penalty: 3874.895264
	Iteration 3Q: 3 clusters Score -1.42409e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 79719 members 
Entering Unmasked Estep 
Score: -14242971.000000 Penalty: 3874.895264
	Iteration 4Q: 3 clusters Score -1.424297e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68441 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -14245693.000000 Penalty: 3874.895264
	Iteration 5Q: 3 clusters Score -1.424569e+07 nChanged 7717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 85664 members 
Entering Unmasked Estep 
Score: -14248891.000000 Penalty: 3874.895264
	Iteration 6F: 3 clusters Score -1.424889e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 90190 members 
Entering Unmasked Estep 
Score: -14252370.000000 Penalty: 3874.895264
	Iteration 7F: 3 clusters Score -1.425237e+07 nChanged 8218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -14256109.000000 Penalty: 3874.895264
	Iteration 8F: 3 clusters Score -1.425611e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 102100 members 
Entering Unmasked Estep 
Score: -14260034.000000 Penalty: 3874.895264
	Iteration 9F: 3 clusters Score -1.426003e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 109530 members 
Entering Unmasked Estep 
Score: -14264328.000000 Penalty: 3874.895264
	Iteration 10F: 3 clusters Score -1.426433e+07 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 117411 members 
Entering Unmasked Estep 
Score: -14269125.000000 Penalty: 3874.895264
	Iteration 11F: 3 clusters Score -1.426912e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -14273884.000000 Penalty: 3874.895264
	Iteration 12F: 3 clusters Score -1.427388e+07 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 132375 members 
Entering Unmasked Estep 
Score: -14278914.000000 Penalty: 3874.895264
	Iteration 13Q: 3 clusters Score -1.427891e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 138590 members 
Entering Unmasked Estep 
Score: -14283625.000000 Penalty: 3874.895264
	Iteration 14Q: 3 clusters Score -1.428362e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 143412 members 
Entering Unmasked Estep 
Score: -14287333.000000 Penalty: 3874.895264
	Iteration 15Q: 3 clusters Score -1.428733e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 146780 members 
Entering Unmasked Estep 
Score: -14290198.000000 Penalty: 3874.895264
	Iteration 16Q: 3 clusters Score -1.42902e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 148738 members 
Entering Unmasked Estep 
Score: -14291822.000000 Penalty: 3874.895264
	Iteration 17Q: 3 clusters Score -1.429182e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 149619 members 
Entering Unmasked Estep 
Score: -14292570.000000 Penalty: 3874.895264
	Iteration 18Q: 3 clusters Score -1.429257e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 149964 members 
Entering Unmasked Estep 
Score: -14292888.000000 Penalty: 3874.895264
	Iteration 19Q: 3 clusters Score -1.429289e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 150096 members 
Entering Unmasked Estep 
Score: -14293034.000000 Penalty: 3874.895264
	Iteration 20F: 3 clusters Score -1.429303e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 150157 members 
Entering Unmasked Estep 
Score: -14293124.000000 Penalty: 3874.895264
	Iteration 21Q: 3 clusters Score -1.429312e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -14293180.000000 Penalty: 3874.895264
	Iteration 22Q: 3 clusters Score -1.429318e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 150205 members 
Entering Unmasked Estep 
Score: -14293212.000000 Penalty: 3874.895264
	Iteration 23Q: 3 clusters Score -1.429321e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 150214 members 
Entering Unmasked Estep 
Score: -14293229.000000 Penalty: 3874.895264
	Iteration 24Q: 3 clusters Score -1.429323e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 150226 members 
Entering Unmasked Estep 
Score: -14293234.000000 Penalty: 3874.895264
	Iteration 25Q: 3 clusters Score -1.429323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 150229 members 
Entering Unmasked Estep 
Score: -14293250.000000 Penalty: 3874.895264
	Iteration 26Q: 3 clusters Score -1.429325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 150231 members 
Entering Unmasked Estep 
Score: -14293248.000000 Penalty: 3874.895264
	Iteration 27Q: 3 clusters Score -1.429325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 150230 members 
Entering Unmasked Estep 
Score: -14293241.000000 Penalty: 3874.895264
	Iteration 28Q: 3 clusters Score -1.429324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -14293264.000000 Penalty: 3874.895264
	Iteration 29Q: 3 clusters Score -1.429326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 150237 members 
Entering Unmasked Estep 
Score: -14293274.000000 Penalty: 3874.895264
	Iteration 30Q: 3 clusters Score -1.429327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 150242 members 
Entering Unmasked Estep 
Score: -14293280.000000 Penalty: 3874.895264
	Iteration 31Q: 3 clusters Score -1.429328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 150245 members 
Entering Unmasked Estep 
Score: -14293289.000000 Penalty: 3874.895264
	Iteration 32Q: 3 clusters Score -1.429329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 150241 members 
Entering Unmasked Estep 
Score: -14293288.000000 Penalty: 3874.895264
	Iteration 33Q: 3 clusters Score -1.429329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 150238 members 
Entering Unmasked Estep 
Score: -14293293.000000 Penalty: 3874.895264
	Iteration 34Q: 3 clusters Score -1.429329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 150238 members 
Entering Unmasked Estep 
Score: -14293287.000000 Penalty: 3874.895264
	Iteration 35Q: 3 clusters Score -1.429329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 150237 members 
Entering Unmasked Estep 
Score: -14293298.000000 Penalty: 3874.895264
	Iteration 36Q: 3 clusters Score -1.42933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 150235 members 
Entering Unmasked Estep 
Score: -14293310.000000 Penalty: 3874.895264
	Iteration 37Q: 3 clusters Score -1.429331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 150233 members 
Entering Unmasked Estep 
Score: -14293307.000000 Penalty: 3874.895264
	Iteration 38Q: 3 clusters Score -1.429331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 150230 members 
Entering Unmasked Estep 
Score: -14293305.000000 Penalty: 3874.895264
	Iteration 39Q: 3 clusters Score -1.42933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 150229 members 
Entering Unmasked Estep 
Score: -14293311.000000 Penalty: 3874.895264
	Iteration 40F: 3 clusters Score -1.429331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 150231 members 
Entering Unmasked Estep 
Score: -14293314.000000 Penalty: 3874.895264
	Iteration 41Q: 3 clusters Score -1.429331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 150231 members 
Entering Unmasked Estep 
Score: -14293314.000000 Penalty: 3874.895264
	Iteration 42F: 3 clusters Score -1.429331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Entering Unmasked Estep 
Score: -803415.312500 Penalty: 1482.298462
	Iteration 0F: 2 clusters Score -803415.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -796836.437500 Penalty: 2964.596924
	Iteration 0F: 3 clusters Score -796836.4 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -799658.562500 Penalty: 2964.596924
	Iteration 1F: 3 clusters Score -799658.6 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -800716.562500 Penalty: 2964.596924
	Iteration 2F: 3 clusters Score -800716.6 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -801723.187500 Penalty: 2964.596924
	Iteration 3F: 3 clusters Score -801723.2 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -802368.000000 Penalty: 2964.596924
	Iteration 4F: 3 clusters Score -802368 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -802695.500000 Penalty: 2964.596924
	Iteration 5F: 3 clusters Score -802695.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -802835.187500 Penalty: 2964.596924
	Iteration 6Q: 3 clusters Score -802835.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -802890.562500 Penalty: 2964.596924
	Iteration 7Q: 3 clusters Score -802890.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -802923.562500 Penalty: 2964.596924
	Iteration 8Q: 3 clusters Score -802923.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -802943.687500 Penalty: 2964.596924
	Iteration 9Q: 3 clusters Score -802943.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -802962.250000 Penalty: 2964.596924
	Iteration 10Q: 3 clusters Score -802962.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -802985.250000 Penalty: 2964.596924
	Iteration 11Q: 3 clusters Score -802985.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -803007.000000 Penalty: 2964.596924
	Iteration 12Q: 3 clusters Score -803007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -803037.312500 Penalty: 2964.596924
	Iteration 13Q: 3 clusters Score -803037.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -803056.750000 Penalty: 2964.596924
	Iteration 14Q: 3 clusters Score -803056.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -803072.625000 Penalty: 2964.596924
	Iteration 15Q: 3 clusters Score -803072.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -803085.500000 Penalty: 2964.596924
	Iteration 16Q: 3 clusters Score -803085.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -803097.687500 Penalty: 2964.596924
	Iteration 17Q: 3 clusters Score -803097.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -803114.375000 Penalty: 2964.596924
	Iteration 18Q: 3 clusters Score -803114.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -803132.562500 Penalty: 2964.596924
	Iteration 19Q: 3 clusters Score -803132.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -803152.187500 Penalty: 2964.596924
	Iteration 20F: 3 clusters Score -803152.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -803169.375000 Penalty: 2964.596924
	Iteration 21Q: 3 clusters Score -803169.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -803188.875000 Penalty: 2964.596924
	Iteration 22Q: 3 clusters Score -803188.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -803212.937500 Penalty: 2964.596924
	Iteration 23Q: 3 clusters Score -803212.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -803235.687500 Penalty: 2964.596924
	Iteration 24Q: 3 clusters Score -803235.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -803256.625000 Penalty: 2964.596924
	Iteration 25Q: 3 clusters Score -803256.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -803276.437500 Penalty: 2964.596924
	Iteration 26Q: 3 clusters Score -803276.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -803293.187500 Penalty: 2964.596924
	Iteration 27Q: 3 clusters Score -803293.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -803309.187500 Penalty: 2964.596924
	Iteration 28Q: 3 clusters Score -803309.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -803327.750000 Penalty: 2964.596924
	Iteration 29Q: 3 clusters Score -803327.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -803341.000000 Penalty: 2964.596924
	Iteration 30Q: 3 clusters Score -803341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -803353.000000 Penalty: 2964.596924
	Iteration 31Q: 3 clusters Score -803353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -803368.062500 Penalty: 2964.596924
	Iteration 32Q: 3 clusters Score -803368.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -803377.187500 Penalty: 2964.596924
	Iteration 33Q: 3 clusters Score -803377.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -803384.937500 Penalty: 2964.596924
	Iteration 34Q: 3 clusters Score -803384.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -803393.937500 Penalty: 2964.596924
	Iteration 35Q: 3 clusters Score -803393.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -803400.875000 Penalty: 2964.596924
	Iteration 36Q: 3 clusters Score -803400.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -803410.937500 Penalty: 2964.596924
	Iteration 37Q: 3 clusters Score -803410.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -803419.812500 Penalty: 2964.596924
	Iteration 38Q: 3 clusters Score -803419.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -803422.500000 Penalty: 2964.596924
	Iteration 39Q: 3 clusters Score -803422.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -803427.125000 Penalty: 2964.596924
	Iteration 40F: 3 clusters Score -803427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -803428.062500 Penalty: 2964.596924
	Iteration 41Q: 3 clusters Score -803428.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -803429.125000 Penalty: 2964.596924
	Iteration 42Q: 3 clusters Score -803429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -803431.187500 Penalty: 2964.596924
	Iteration 43Q: 3 clusters Score -803431.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -803429.562500 Penalty: 2964.596924
	Iteration 44Q: 3 clusters Score -803429.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -803431.625000 Penalty: 2964.596924
	Iteration 45Q: 3 clusters Score -803431.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -803433.750000 Penalty: 2964.596924
	Iteration 46Q: 3 clusters Score -803433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -803431.062500 Penalty: 2964.596924
	Iteration 47Q: 3 clusters Score -803431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -803430.875000 Penalty: 2964.596924
	Iteration 48Q: 3 clusters Score -803430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -803432.375000 Penalty: 2964.596924
	Iteration 49Q: 3 clusters Score -803432.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -803433.937500 Penalty: 2964.596924
	Iteration 50Q: 3 clusters Score -803433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -803433.937500 Penalty: 2964.596924
	Iteration 51F: 3 clusters Score -803433.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 108750 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 562 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 102394 members 
Mstep: Class 7 contains 25479 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 6388 members 
Mstep: Class 12 contains 3263 members 
Mstep: Class 13 contains 79595 members 
Mstep: Class 14 contains 150656 members 
Mstep: Class 15 contains 6726 members 
Mstep: Class 16 contains 2819 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 3828 members 
Mstep: Class 19 contains 10335 members 
Mstep: Class 20 contains 22450 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 23 contains 5810 members 
Entering Unmasked Estep 
Score: -52387696.000000 Penalty: 47366.093750
Splitting cluster 15 changes total score from -52388252.000000 to -52387696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -262161.468750 Penalty: 1290.922363
	Iteration 0F: 2 clusters Score -262161.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -259569.921875 Penalty: 2581.844727
	Iteration 0F: 3 clusters Score -259569.9 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -260262.500000 Penalty: 2581.844727
	Iteration 1F: 3 clusters Score -260262.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -260431.468750 Penalty: 2581.844727
	Iteration 2F: 3 clusters Score -260431.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -260528.500000 Penalty: 2581.844727
	Iteration 3Q: 3 clusters Score -260528.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -260609.437500 Penalty: 2581.844727
	Iteration 4Q: 3 clusters Score -260609.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -260674.734375 Penalty: 2581.844727
	Iteration 5Q: 3 clusters Score -260674.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -260730.437500 Penalty: 2581.844727
	Iteration 6Q: 3 clusters Score -260730.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -260794.875000 Penalty: 2581.844727
	Iteration 7Q: 3 clusters Score -260794.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -260883.187500 Penalty: 2581.844727
	Iteration 8Q: 3 clusters Score -260883.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -260987.046875 Penalty: 2581.844727
	Iteration 9Q: 3 clusters Score -260987 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -261091.234375 Penalty: 2581.844727
	Iteration 10Q: 3 clusters Score -261091.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -261200.234375 Penalty: 2581.844727
	Iteration 11Q: 3 clusters Score -261200.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -261312.812500 Penalty: 2581.844727
	Iteration 12Q: 3 clusters Score -261312.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -261414.453125 Penalty: 2581.844727
	Iteration 13Q: 3 clusters Score -261414.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -261513.781250 Penalty: 2581.844727
	Iteration 14Q: 3 clusters Score -261513.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -261604.609375 Penalty: 2581.844727
	Iteration 15Q: 3 clusters Score -261604.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -261645.843750 Penalty: 2581.844727
	Iteration 16Q: 3 clusters Score -261645.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -261658.203125 Penalty: 2581.844727
	Iteration 17Q: 3 clusters Score -261658.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -261662.765625 Penalty: 2581.844727
	Iteration 18Q: 3 clusters Score -261662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -261667.671875 Penalty: 2581.844727
	Iteration 19Q: 3 clusters Score -261667.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -261672.156250 Penalty: 2581.844727
	Iteration 20F: 3 clusters Score -261672.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -261675.125000 Penalty: 2581.844727
	Iteration 21Q: 3 clusters Score -261675.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -261677.843750 Penalty: 2581.844727
	Iteration 22Q: 3 clusters Score -261677.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -261679.953125 Penalty: 2581.844727
	Iteration 23Q: 3 clusters Score -261680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -261680.546875 Penalty: 2581.844727
	Iteration 24Q: 3 clusters Score -261680.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -261680.546875 Penalty: 2581.844727
	Iteration 25F: 3 clusters Score -261680.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Entering Unmasked Estep 
Score: -735203.250000 Penalty: 1452.319458
	Iteration 0F: 2 clusters Score -735203.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -729551.937500 Penalty: 2904.638916
	Iteration 0F: 3 clusters Score -729551.9 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -731219.312500 Penalty: 2904.638916
	Iteration 1F: 3 clusters Score -731219.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -731441.187500 Penalty: 2904.638916
	Iteration 2F: 3 clusters Score -731441.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -731610.187500 Penalty: 2904.638916
	Iteration 3F: 3 clusters Score -731610.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -731743.562500 Penalty: 2904.638916
	Iteration 4Q: 3 clusters Score -731743.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -731848.750000 Penalty: 2904.638916
	Iteration 5Q: 3 clusters Score -731848.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -731946.500000 Penalty: 2904.638916
	Iteration 6Q: 3 clusters Score -731946.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -732045.687500 Penalty: 2904.638916
	Iteration 7Q: 3 clusters Score -732045.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -732129.562500 Penalty: 2904.638916
	Iteration 8Q: 3 clusters Score -732129.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -732224.000000 Penalty: 2904.638916
	Iteration 9Q: 3 clusters Score -732224 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -732314.125000 Penalty: 2904.638916
	Iteration 10Q: 3 clusters Score -732314.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -732417.812500 Penalty: 2904.638916
	Iteration 11Q: 3 clusters Score -732417.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -732536.312500 Penalty: 2904.638916
	Iteration 12Q: 3 clusters Score -732536.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -732674.562500 Penalty: 2904.638916
	Iteration 13Q: 3 clusters Score -732674.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -732815.125000 Penalty: 2904.638916
	Iteration 14Q: 3 clusters Score -732815.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -732952.687500 Penalty: 2904.638916
	Iteration 15Q: 3 clusters Score -732952.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -733091.000000 Penalty: 2904.638916
	Iteration 16Q: 3 clusters Score -733091 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -733187.625000 Penalty: 2904.638916
	Iteration 17Q: 3 clusters Score -733187.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -733283.750000 Penalty: 2904.638916
	Iteration 18Q: 3 clusters Score -733283.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -733359.687500 Penalty: 2904.638916
	Iteration 19Q: 3 clusters Score -733359.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -733423.687500 Penalty: 2904.638916
	Iteration 20F: 3 clusters Score -733423.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -733467.500000 Penalty: 2904.638916
	Iteration 21Q: 3 clusters Score -733467.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -733510.500000 Penalty: 2904.638916
	Iteration 22Q: 3 clusters Score -733510.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -733543.625000 Penalty: 2904.638916
	Iteration 23Q: 3 clusters Score -733543.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -733580.187500 Penalty: 2904.638916
	Iteration 24Q: 3 clusters Score -733580.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -733609.312500 Penalty: 2904.638916
	Iteration 25Q: 3 clusters Score -733609.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -733636.937500 Penalty: 2904.638916
	Iteration 26Q: 3 clusters Score -733636.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -733672.437500 Penalty: 2904.638916
	Iteration 27Q: 3 clusters Score -733672.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -733706.750000 Penalty: 2904.638916
	Iteration 28Q: 3 clusters Score -733706.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -733737.750000 Penalty: 2904.638916
	Iteration 29Q: 3 clusters Score -733737.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -733769.062500 Penalty: 2904.638916
	Iteration 30Q: 3 clusters Score -733769.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -733792.062500 Penalty: 2904.638916
	Iteration 31Q: 3 clusters Score -733792.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -733818.937500 Penalty: 2904.638916
	Iteration 32Q: 3 clusters Score -733818.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -733838.312500 Penalty: 2904.638916
	Iteration 33Q: 3 clusters Score -733838.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -733851.812500 Penalty: 2904.638916
	Iteration 34Q: 3 clusters Score -733851.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -733860.625000 Penalty: 2904.638916
	Iteration 35Q: 3 clusters Score -733860.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -733871.187500 Penalty: 2904.638916
	Iteration 36Q: 3 clusters Score -733871.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -733880.812500 Penalty: 2904.638916
	Iteration 37Q: 3 clusters Score -733880.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -733884.687500 Penalty: 2904.638916
	Iteration 38Q: 3 clusters Score -733884.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -733890.437500 Penalty: 2904.638916
	Iteration 39Q: 3 clusters Score -733890.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -733896.250000 Penalty: 2904.638916
	Iteration 40F: 3 clusters Score -733896.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -733900.937500 Penalty: 2904.638916
	Iteration 41Q: 3 clusters Score -733900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -733904.250000 Penalty: 2904.638916
	Iteration 42Q: 3 clusters Score -733904.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -733911.750000 Penalty: 2904.638916
	Iteration 43Q: 3 clusters Score -733911.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -733915.750000 Penalty: 2904.638916
	Iteration 44Q: 3 clusters Score -733915.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -733919.687500 Penalty: 2904.638916
	Iteration 45Q: 3 clusters Score -733919.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -733922.687500 Penalty: 2904.638916
	Iteration 46Q: 3 clusters Score -733922.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -733925.187500 Penalty: 2904.638916
	Iteration 47Q: 3 clusters Score -733925.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -733927.687500 Penalty: 2904.638916
	Iteration 48Q: 3 clusters Score -733927.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -733933.062500 Penalty: 2904.638916
	Iteration 49Q: 3 clusters Score -733933.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -733937.500000 Penalty: 2904.638916
	Iteration 50Q: 3 clusters Score -733937.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -733945.312500 Penalty: 2904.638916
	Iteration 51Q: 3 clusters Score -733945.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -733954.687500 Penalty: 2904.638916
	Iteration 52Q: 3 clusters Score -733954.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -733962.125000 Penalty: 2904.638916
	Iteration 53Q: 3 clusters Score -733962.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -733971.500000 Penalty: 2904.638916
	Iteration 54Q: 3 clusters Score -733971.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -733978.187500 Penalty: 2904.638916
	Iteration 55Q: 3 clusters Score -733978.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -733981.750000 Penalty: 2904.638916
	Iteration 56Q: 3 clusters Score -733981.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -733984.062500 Penalty: 2904.638916
	Iteration 57Q: 3 clusters Score -733984.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -733985.812500 Penalty: 2904.638916
	Iteration 58Q: 3 clusters Score -733985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -733988.187500 Penalty: 2904.638916
	Iteration 59Q: 3 clusters Score -733988.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -733990.437500 Penalty: 2904.638916
	Iteration 60F: 3 clusters Score -733990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -733990.750000 Penalty: 2904.638916
	Iteration 61Q: 3 clusters Score -733990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -733994.187500 Penalty: 2904.638916
	Iteration 62Q: 3 clusters Score -733994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -733994.937500 Penalty: 2904.638916
	Iteration 63Q: 3 clusters Score -733994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -733996.375000 Penalty: 2904.638916
	Iteration 64Q: 3 clusters Score -733996.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -733997.125000 Penalty: 2904.638916
	Iteration 65Q: 3 clusters Score -733997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -734005.062500 Penalty: 2904.638916
	Iteration 66Q: 3 clusters Score -734005.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -734005.687500 Penalty: 2904.638916
	Iteration 67Q: 3 clusters Score -734005.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -734012.375000 Penalty: 2904.638916
	Iteration 68Q: 3 clusters Score -734012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -734016.125000 Penalty: 2904.638916
	Iteration 69Q: 3 clusters Score -734016.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -734016.000000 Penalty: 2904.638916
	Iteration 70Q: 3 clusters Score -734016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -734018.312500 Penalty: 2904.638916
	Iteration 71Q: 3 clusters Score -734018.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -734022.062500 Penalty: 2904.638916
	Iteration 72Q: 3 clusters Score -734022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -734025.750000 Penalty: 2904.638916
	Iteration 73Q: 3 clusters Score -734025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -734026.437500 Penalty: 2904.638916
	Iteration 74Q: 3 clusters Score -734026.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -734029.437500 Penalty: 2904.638916
	Iteration 75Q: 3 clusters Score -734029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -734030.187500 Penalty: 2904.638916
	Iteration 76Q: 3 clusters Score -734030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -734030.437500 Penalty: 2904.638916
	Iteration 77Q: 3 clusters Score -734030.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -734030.437500 Penalty: 2904.638916
	Iteration 78F: 3 clusters Score -734030.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Entering Unmasked Estep 
Score: -344714.000000 Penalty: 1340.640747
	Iteration 0F: 2 clusters Score -344714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -341464.031250 Penalty: 2681.281494
	Iteration 0F: 3 clusters Score -341464 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -342337.500000 Penalty: 2681.281494
	Iteration 1F: 3 clusters Score -342337.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -342506.031250 Penalty: 2681.281494
	Iteration 2F: 3 clusters Score -342506 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -342615.812500 Penalty: 2681.281494
	Iteration 3F: 3 clusters Score -342615.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -342695.625000 Penalty: 2681.281494
	Iteration 4Q: 3 clusters Score -342695.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -342743.687500 Penalty: 2681.281494
	Iteration 5Q: 3 clusters Score -342743.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -342785.968750 Penalty: 2681.281494
	Iteration 6Q: 3 clusters Score -342786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -342817.468750 Penalty: 2681.281494
	Iteration 7Q: 3 clusters Score -342817.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -342855.656250 Penalty: 2681.281494
	Iteration 8Q: 3 clusters Score -342855.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -342887.781250 Penalty: 2681.281494
	Iteration 9Q: 3 clusters Score -342887.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -342912.812500 Penalty: 2681.281494
	Iteration 10Q: 3 clusters Score -342912.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -342937.031250 Penalty: 2681.281494
	Iteration 11Q: 3 clusters Score -342937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -342961.812500 Penalty: 2681.281494
	Iteration 12Q: 3 clusters Score -342961.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -342991.062500 Penalty: 2681.281494
	Iteration 13Q: 3 clusters Score -342991.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -343030.187500 Penalty: 2681.281494
	Iteration 14Q: 3 clusters Score -343030.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -343102.812500 Penalty: 2681.281494
	Iteration 15Q: 3 clusters Score -343102.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -343182.093750 Penalty: 2681.281494
	Iteration 16Q: 3 clusters Score -343182.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -343255.312500 Penalty: 2681.281494
	Iteration 17Q: 3 clusters Score -343255.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -343327.781250 Penalty: 2681.281494
	Iteration 18Q: 3 clusters Score -343327.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -343386.906250 Penalty: 2681.281494
	Iteration 19Q: 3 clusters Score -343386.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -343442.812500 Penalty: 2681.281494
	Iteration 20F: 3 clusters Score -343442.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -343479.250000 Penalty: 2681.281494
	Iteration 21Q: 3 clusters Score -343479.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -343507.468750 Penalty: 2681.281494
	Iteration 22Q: 3 clusters Score -343507.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -343529.437500 Penalty: 2681.281494
	Iteration 23Q: 3 clusters Score -343529.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -343543.656250 Penalty: 2681.281494
	Iteration 24Q: 3 clusters Score -343543.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -343553.312500 Penalty: 2681.281494
	Iteration 25Q: 3 clusters Score -343553.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -343564.375000 Penalty: 2681.281494
	Iteration 26Q: 3 clusters Score -343564.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -343572.718750 Penalty: 2681.281494
	Iteration 27Q: 3 clusters Score -343572.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -343584.812500 Penalty: 2681.281494
	Iteration 28Q: 3 clusters Score -343584.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -343597.375000 Penalty: 2681.281494
	Iteration 29Q: 3 clusters Score -343597.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -343604.125000 Penalty: 2681.281494
	Iteration 30Q: 3 clusters Score -343604.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -343608.593750 Penalty: 2681.281494
	Iteration 31Q: 3 clusters Score -343608.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -343610.968750 Penalty: 2681.281494
	Iteration 32Q: 3 clusters Score -343611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -343614.656250 Penalty: 2681.281494
	Iteration 33Q: 3 clusters Score -343614.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -343616.781250 Penalty: 2681.281494
	Iteration 34Q: 3 clusters Score -343616.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -343619.718750 Penalty: 2681.281494
	Iteration 35Q: 3 clusters Score -343619.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -343622.375000 Penalty: 2681.281494
	Iteration 36Q: 3 clusters Score -343622.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -343623.750000 Penalty: 2681.281494
	Iteration 37Q: 3 clusters Score -343623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -343624.968750 Penalty: 2681.281494
	Iteration 38Q: 3 clusters Score -343625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -343627.843750 Penalty: 2681.281494
	Iteration 39Q: 3 clusters Score -343627.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -343630.500000 Penalty: 2681.281494
	Iteration 40F: 3 clusters Score -343630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -343632.656250 Penalty: 2681.281494
	Iteration 41Q: 3 clusters Score -343632.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -343633.687500 Penalty: 2681.281494
	Iteration 42Q: 3 clusters Score -343633.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -343633.031250 Penalty: 2681.281494
	Iteration 43Q: 3 clusters Score -343633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -343632.500000 Penalty: 2681.281494
	Iteration 44Q: 3 clusters Score -343632.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -343633.718750 Penalty: 2681.281494
	Iteration 45Q: 3 clusters Score -343633.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -343633.500000 Penalty: 2681.281494
	Iteration 46Q: 3 clusters Score -343633.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -343634.625000 Penalty: 2681.281494
	Iteration 47Q: 3 clusters Score -343634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -343635.125000 Penalty: 2681.281494
	Iteration 48Q: 3 clusters Score -343635.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -343635.750000 Penalty: 2681.281494
	Iteration 49Q: 3 clusters Score -343635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -343637.156250 Penalty: 2681.281494
	Iteration 50Q: 3 clusters Score -343637.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -343638.937500 Penalty: 2681.281494
	Iteration 51Q: 3 clusters Score -343638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -343639.437500 Penalty: 2681.281494
	Iteration 52Q: 3 clusters Score -343639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -343640.625000 Penalty: 2681.281494
	Iteration 53Q: 3 clusters Score -343640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -343642.468750 Penalty: 2681.281494
	Iteration 54Q: 3 clusters Score -343642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -343644.062500 Penalty: 2681.281494
	Iteration 55Q: 3 clusters Score -343644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -343645.281250 Penalty: 2681.281494
	Iteration 56Q: 3 clusters Score -343645.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -343647.562500 Penalty: 2681.281494
	Iteration 57Q: 3 clusters Score -343647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -343648.343750 Penalty: 2681.281494
	Iteration 58Q: 3 clusters Score -343648.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -343648.812500 Penalty: 2681.281494
	Iteration 59Q: 3 clusters Score -343648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -343649.468750 Penalty: 2681.281494
	Iteration 60F: 3 clusters Score -343649.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -343651.125000 Penalty: 2681.281494
	Iteration 61Q: 3 clusters Score -343651.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -343651.281250 Penalty: 2681.281494
	Iteration 62Q: 3 clusters Score -343651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -343652.000000 Penalty: 2681.281494
	Iteration 63Q: 3 clusters Score -343652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -343651.437500 Penalty: 2681.281494
	Iteration 64Q: 3 clusters Score -343651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -343651.437500 Penalty: 2681.281494
	Iteration 65F: 3 clusters Score -343651.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Entering Unmasked Estep 
Score: -951109.625000 Penalty: 1502.034912
	Iteration 0F: 2 clusters Score -951109.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -943687.250000 Penalty: 3004.069824
	Iteration 0F: 3 clusters Score -943687.2 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -946055.500000 Penalty: 3004.069824
	Iteration 1F: 3 clusters Score -946055.5 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -946311.875000 Penalty: 3004.069824
	Iteration 2F: 3 clusters Score -946311.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -946593.250000 Penalty: 3004.069824
	Iteration 3F: 3 clusters Score -946593.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -946860.937500 Penalty: 3004.069824
	Iteration 4Q: 3 clusters Score -946860.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -947159.812500 Penalty: 3004.069824
	Iteration 5Q: 3 clusters Score -947159.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -947516.875000 Penalty: 3004.069824
	Iteration 6F: 3 clusters Score -947516.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -947925.500000 Penalty: 3004.069824
	Iteration 7F: 3 clusters Score -947925.5 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -948302.812500 Penalty: 3004.069824
	Iteration 8F: 3 clusters Score -948302.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -948579.687500 Penalty: 3004.069824
	Iteration 9Q: 3 clusters Score -948579.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -948806.250000 Penalty: 3004.069824
	Iteration 10Q: 3 clusters Score -948806.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -948961.000000 Penalty: 3004.069824
	Iteration 11Q: 3 clusters Score -948961 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -949076.312500 Penalty: 3004.069824
	Iteration 12Q: 3 clusters Score -949076.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -949177.500000 Penalty: 3004.069824
	Iteration 13Q: 3 clusters Score -949177.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -949257.625000 Penalty: 3004.069824
	Iteration 14Q: 3 clusters Score -949257.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -949338.937500 Penalty: 3004.069824
	Iteration 15Q: 3 clusters Score -949338.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -949444.375000 Penalty: 3004.069824
	Iteration 16Q: 3 clusters Score -949444.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -949583.500000 Penalty: 3004.069824
	Iteration 17Q: 3 clusters Score -949583.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -949752.250000 Penalty: 3004.069824
	Iteration 18Q: 3 clusters Score -949752.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -949902.187500 Penalty: 3004.069824
	Iteration 19Q: 3 clusters Score -949902.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -949994.250000 Penalty: 3004.069824
	Iteration 20F: 3 clusters Score -949994.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -950045.250000 Penalty: 3004.069824
	Iteration 21Q: 3 clusters Score -950045.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -950075.562500 Penalty: 3004.069824
	Iteration 22Q: 3 clusters Score -950075.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -950110.875000 Penalty: 3004.069824
	Iteration 23Q: 3 clusters Score -950110.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -950135.812500 Penalty: 3004.069824
	Iteration 24Q: 3 clusters Score -950135.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -950155.250000 Penalty: 3004.069824
	Iteration 25Q: 3 clusters Score -950155.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -950171.937500 Penalty: 3004.069824
	Iteration 26Q: 3 clusters Score -950171.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -950181.750000 Penalty: 3004.069824
	Iteration 27Q: 3 clusters Score -950181.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -950188.125000 Penalty: 3004.069824
	Iteration 28Q: 3 clusters Score -950188.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -950193.187500 Penalty: 3004.069824
	Iteration 29Q: 3 clusters Score -950193.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -950198.687500 Penalty: 3004.069824
	Iteration 30Q: 3 clusters Score -950198.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -950207.000000 Penalty: 3004.069824
	Iteration 31Q: 3 clusters Score -950207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -950211.062500 Penalty: 3004.069824
	Iteration 32Q: 3 clusters Score -950211.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -950213.125000 Penalty: 3004.069824
	Iteration 33Q: 3 clusters Score -950213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -950214.500000 Penalty: 3004.069824
	Iteration 34Q: 3 clusters Score -950214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -950215.312500 Penalty: 3004.069824
	Iteration 35Q: 3 clusters Score -950215.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -950216.312500 Penalty: 3004.069824
	Iteration 36Q: 3 clusters Score -950216.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -950217.687500 Penalty: 3004.069824
	Iteration 37Q: 3 clusters Score -950217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -950217.187500 Penalty: 3004.069824
	Iteration 38Q: 3 clusters Score -950217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -950216.875000 Penalty: 3004.069824
	Iteration 39Q: 3 clusters Score -950216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -950218.250000 Penalty: 3004.069824
	Iteration 40F: 3 clusters Score -950218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -950219.437500 Penalty: 3004.069824
	Iteration 41Q: 3 clusters Score -950219.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -950221.437500 Penalty: 3004.069824
	Iteration 42Q: 3 clusters Score -950221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -950224.250000 Penalty: 3004.069824
	Iteration 43Q: 3 clusters Score -950224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -950227.937500 Penalty: 3004.069824
	Iteration 44Q: 3 clusters Score -950227.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -950228.750000 Penalty: 3004.069824
	Iteration 45Q: 3 clusters Score -950228.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -950230.875000 Penalty: 3004.069824
	Iteration 46Q: 3 clusters Score -950230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -950233.937500 Penalty: 3004.069824
	Iteration 47Q: 3 clusters Score -950233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -950234.250000 Penalty: 3004.069824
	Iteration 48Q: 3 clusters Score -950234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -950235.375000 Penalty: 3004.069824
	Iteration 49Q: 3 clusters Score -950235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -950236.687500 Penalty: 3004.069824
	Iteration 50Q: 3 clusters Score -950236.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -950237.312500 Penalty: 3004.069824
	Iteration 51Q: 3 clusters Score -950237.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -950237.750000 Penalty: 3004.069824
	Iteration 52Q: 3 clusters Score -950237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -950237.937500 Penalty: 3004.069824
	Iteration 53Q: 3 clusters Score -950237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -950237.187500 Penalty: 3004.069824
	Iteration 54Q: 3 clusters Score -950237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -950236.687500 Penalty: 3004.069824
	Iteration 55Q: 3 clusters Score -950236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -950237.937500 Penalty: 3004.069824
	Iteration 56Q: 3 clusters Score -950237.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -950238.062500 Penalty: 3004.069824
	Iteration 57Q: 3 clusters Score -950238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -950237.937500 Penalty: 3004.069824
	Iteration 58Q: 3 clusters Score -950237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -950237.937500 Penalty: 3004.069824
	Iteration 59F: 3 clusters Score -950237.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (22450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Entering Unmasked Estep 
Score: -2168469.000000 Penalty: 1628.094971
	Iteration 0F: 2 clusters Score -2168469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2153277.500000 Penalty: 3256.189941
	Iteration 0F: 3 clusters Score -2153278 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2158949.250000 Penalty: 3256.189941
	Iteration 1F: 3 clusters Score -2158949 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2159319.500000 Penalty: 3256.189941
	Iteration 2Q: 3 clusters Score -2159320 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2159688.250000 Penalty: 3256.189941
	Iteration 3Q: 3 clusters Score -2159688 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2160173.500000 Penalty: 3256.189941
	Iteration 4Q: 3 clusters Score -2160174 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2160837.500000 Penalty: 3256.189941
	Iteration 5F: 3 clusters Score -2160838 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2161663.750000 Penalty: 3256.189941
	Iteration 6F: 3 clusters Score -2161664 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2162549.500000 Penalty: 3256.189941
	Iteration 7F: 3 clusters Score -2162550 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2163423.500000 Penalty: 3256.189941
	Iteration 8F: 3 clusters Score -2163424 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2164165.250000 Penalty: 3256.189941
	Iteration 9Q: 3 clusters Score -2164165 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2164818.000000 Penalty: 3256.189941
	Iteration 10Q: 3 clusters Score -2164818 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2165348.000000 Penalty: 3256.189941
	Iteration 11Q: 3 clusters Score -2165348 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2165771.500000 Penalty: 3256.189941
	Iteration 12Q: 3 clusters Score -2165772 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2166107.500000 Penalty: 3256.189941
	Iteration 13Q: 3 clusters Score -2166108 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2166405.500000 Penalty: 3256.189941
	Iteration 14Q: 3 clusters Score -2166406 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -2166631.000000 Penalty: 3256.189941
	Iteration 15Q: 3 clusters Score -2166631 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -2166791.750000 Penalty: 3256.189941
	Iteration 16Q: 3 clusters Score -2166792 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2166900.000000 Penalty: 3256.189941
	Iteration 17Q: 3 clusters Score -2166900 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -2166959.500000 Penalty: 3256.189941
	Iteration 18Q: 3 clusters Score -2166960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2167013.000000 Penalty: 3256.189941
	Iteration 19Q: 3 clusters Score -2167013 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2167036.000000 Penalty: 3256.189941
	Iteration 20F: 3 clusters Score -2167036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2167048.500000 Penalty: 3256.189941
	Iteration 21Q: 3 clusters Score -2167048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2167071.500000 Penalty: 3256.189941
	Iteration 22Q: 3 clusters Score -2167072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2167074.500000 Penalty: 3256.189941
	Iteration 23Q: 3 clusters Score -2167074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2167083.250000 Penalty: 3256.189941
	Iteration 24Q: 3 clusters Score -2167083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -2167090.000000 Penalty: 3256.189941
	Iteration 25Q: 3 clusters Score -2167090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2167101.000000 Penalty: 3256.189941
	Iteration 26Q: 3 clusters Score -2167101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2167102.750000 Penalty: 3256.189941
	Iteration 27Q: 3 clusters Score -2167103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2167109.500000 Penalty: 3256.189941
	Iteration 28Q: 3 clusters Score -2167110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2167114.000000 Penalty: 3256.189941
	Iteration 29Q: 3 clusters Score -2167114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2167115.000000 Penalty: 3256.189941
	Iteration 30Q: 3 clusters Score -2167115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2167112.750000 Penalty: 3256.189941
	Iteration 31Q: 3 clusters Score -2167113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2167117.500000 Penalty: 3256.189941
	Iteration 32Q: 3 clusters Score -2167118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -2167119.250000 Penalty: 3256.189941
	Iteration 33Q: 3 clusters Score -2167119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2167121.750000 Penalty: 3256.189941
	Iteration 34Q: 3 clusters Score -2167122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2167120.000000 Penalty: 3256.189941
	Iteration 35Q: 3 clusters Score -2167120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2167121.500000 Penalty: 3256.189941
	Iteration 36Q: 3 clusters Score -2167122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2167121.500000 Penalty: 3256.189941
	Iteration 37F: 3 clusters Score -2167122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Entering Unmasked Estep 
Score: -550112.750000 Penalty: 1408.442017
	Iteration 0F: 2 clusters Score -550112.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -545670.375000 Penalty: 2816.884033
	Iteration 0F: 3 clusters Score -545670.4 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -546904.750000 Penalty: 2816.884033
	Iteration 1F: 3 clusters Score -546904.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -547198.625000 Penalty: 2816.884033
	Iteration 2F: 3 clusters Score -547198.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -547503.687500 Penalty: 2816.884033
	Iteration 3F: 3 clusters Score -547503.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -547803.750000 Penalty: 2816.884033
	Iteration 4F: 3 clusters Score -547803.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -548124.562500 Penalty: 2816.884033
	Iteration 5F: 3 clusters Score -548124.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -548468.687500 Penalty: 2816.884033
	Iteration 6F: 3 clusters Score -548468.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -548740.750000 Penalty: 2816.884033
	Iteration 7Q: 3 clusters Score -548740.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -548900.875000 Penalty: 2816.884033
	Iteration 8Q: 3 clusters Score -548900.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -548978.375000 Penalty: 2816.884033
	Iteration 9Q: 3 clusters Score -548978.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -549030.875000 Penalty: 2816.884033
	Iteration 10Q: 3 clusters Score -549030.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -549068.062500 Penalty: 2816.884033
	Iteration 11Q: 3 clusters Score -549068.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -549094.500000 Penalty: 2816.884033
	Iteration 12Q: 3 clusters Score -549094.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -549112.000000 Penalty: 2816.884033
	Iteration 13Q: 3 clusters Score -549112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -549125.125000 Penalty: 2816.884033
	Iteration 14Q: 3 clusters Score -549125.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -549135.000000 Penalty: 2816.884033
	Iteration 15Q: 3 clusters Score -549135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -549142.000000 Penalty: 2816.884033
	Iteration 16Q: 3 clusters Score -549142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -549147.250000 Penalty: 2816.884033
	Iteration 17Q: 3 clusters Score -549147.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -549150.250000 Penalty: 2816.884033
	Iteration 18Q: 3 clusters Score -549150.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -549153.312500 Penalty: 2816.884033
	Iteration 19Q: 3 clusters Score -549153.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -549153.750000 Penalty: 2816.884033
	Iteration 20F: 3 clusters Score -549153.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -549154.562500 Penalty: 2816.884033
	Iteration 21Q: 3 clusters Score -549154.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -549154.562500 Penalty: 2816.884033
	Iteration 22F: 3 clusters Score -549154.6 nChanged 0
--- Evaluating fit on full set of 1702945 points ---
Entering Unmasked Estep 
Score: -157263920.000000 Penalty: 48962.105469
25->22 Clusters: Score -157263920.000000, best is -157551952.000000

Main iterations: 0 (time per=infms)
Total iterations: 29250 (time per=170.039997ms)
Iterations metric 2: 832862945280.000000 (time per=5.971775ns)
Iterations metric 3: 19990159818752.000000 (time per=248.805911ps)

That took 4973.669922 seconds.
